Final decisionCandidate modulesInitial set of modules that could cover needs.Origin: Yolia LibraryExact route: /biblioteca?ruta=decision/candidatos FULL TOPICCandidate modules Name and classification Candidate modules. A set of modules that turn out to be potentially relevant and compatible for addressing the identified functional needs, a central topic within Yolia's complete educational catalog for the 4 species, a factor the grower should keep in mind in practice. What it is It is the set of modules that turn out to be potentially relevant and compatible with the species, stage, and functional needs identified in the case, forming the initial list of options before a more specific subsequent filtering, within Yolia's complete home cultivation catalog. Where and how it was studied Documented within Yolia system's functional architecture, describing how the system builds an initial list of potentially useful modules from the functional needs identified in the previous analysis, a useful starting point for understanding the rest of the topic. Why it matters for cultivation It's key because it establishes the universe of options over which subsequent compatibility and safety filters are applied, being an intermediate step that reduces the complete module catalog to a truly relevant subset, with broad consensus among different specialized sources. Chemistry — mechanism The system searches within its catalog of available modules for those whose documented function matches one of the identified functional needs, generating an initial list of candidates potentially useful for the case, something that directly influences the final result achieved. Mechanism of action Every module in the catalog has documented associated functions; the system compares these functions with the functional needs identified in the case, including as a candidate any module with a relevant functional match, a process precisely described in biochemistry. Where it occurs in the plant It occurs after identifying the case's functional needs, being the step where the system actively searches within its complete catalog for which specific modules might address those particular identified needs, a step necessary for the process to complete correctly. How it's regulated It is regulated through the encoded knowledge about the function of each module available in the catalog, allowing the system to identify relevant matches between the case's functional needs and each module's documented functions, in the usual context of home growing. What triggers/affects it Identifying specific functional needs triggers the corresponding search within the module catalog, this step being a direct consequence of the needs analysis performed in the immediately preceding step, dynamically according to the physiological state of the moment. Which other processes it interacts with With functional needs, this step's search criterion, and with compatibility and conflicts, a subsequent filter that further narrows this initial list of candidates down to a truly compatible, safe set for the case, an element worth monitoring during everyday management. Relevant differences between catalog species The principle is identical regardless of the catalog species involved; what varies is which specific modules turn out to be candidates according to the particular functional needs identified in each case analyzed by the system, a relationship documented within Yolia's complete catalog. How it's observed in practice It is observed indirectly through the proposed final formula, which emerges from a subset of this initial candidate list after passing subsequent compatibility, safety, and stage-and-goal weighting filters, a detail worth considering when comparing species. What happens if it's severe A candidate list that is too broad or imprecise can complicate subsequent filtering, while a list well focused on the case's actual needs makes it easier to arrive at a final formula that is more tailored and relevant to the user, something noticeable with careful and constant observation. How Yolia uses it Yolia uses it as an intermediate step in its internal process, generating this initial list of relevant options before applying the compatibility and safety filters that will ultimately determine the formula proposed to the case's user, a consequence worth preventing with good preventive management. Common interpretation errors Thinking that all catalog modules are equally relevant for any case — in reality only a specific subset qualifies as a candidate according to the particular functional needs identified in each reported situation, a direct practical application within the complete system. Evidence and limits of current knowledge The general principle of generating candidates through functional matching is well established in recommendation systems; the exact, complete mapping of each module's functions remains the subject of ongoing documentation and refinement, a common misunderstanding worth avoiding. Related topics and modules Functional Needs, search criterion — Compatibility and Conflicts, subsequent filter — How a Yolia Formula is Built, related general process within Yolia's complete catalog of fundamentals, with reasonable room for future research on the topic. Related topicsFunctional needsObjective organCase entryIdentity and contextData qualityCompatibility and conflicts