Final decisionOrganic matter/probable lifeLow organic matter requires microbial support and carbon.Origin: Yolia's safe educational catalogExact route: /biblioteca?ruta=decision/reglas/organic_matter_proxy FULL TOPICOrganic matter/probable life Name and classification of the rule Organic matter/probable life. Final Decision entry that documents this soil-or-substrate-conditions-category rule, with medium severity, part of the complete catalog of Final Decision rules Yolia reviews before approving any formula generated for a real case. What this rule is within the catalog It's the entry that explains the "Organic matter/likely life" rule: Low organic matter requires microbial and carbon support. This rule is part of the soil or substrate conditions category within Yolia's complete Final Decision catalog that Yolia reviews in every analyzed case. What exactly this rule evaluates This rule specifically evaluates whether the soil or substrate condition data is present and sufficient for the decision engine to proceed with confidence, being classified as medium severity within the system's complete catalog of Final Decision rules. Why it matters within the complete process It's key because low organic matter requires microbial and carbon support. Without this data or condition verified, the rest of the analysis within the case loses precision and the decision engine cannot sustain the confidence level it states to the user in the final delivered formula. Easy explanation Low organic matter requires microbial support and carbon. Yolia checks this point before trusting a decision. If important information is missing, Yolia should lower confidence or stop instead of guessing, explained in simple language for someone new to the topic. Medium explanation Low organic matter requires microbial support and carbon. This rule works like a gate: it changes which alternatives remain reasonable and which data is worth obtaining next. A decision changes when the crop, stage, environment, or data quality changes. Advanced explanation Low organic matter requires microbial support and carbon. The rule takes part in a validation chain with identity, context, phenology, evidence, compatibility, biological capacity, and safety limits. The reason for acceptance/blocking is explained without publishing weights. Mechanism behind this rule The mechanism behind this rule is that the decision engine compares the reported soil or substrate condition data against the minimum threshold needed, blocking or warning according to the medium severity declared for this rule within the system's complete catalog. When and where this rule applies This rule applies within the soil-or-substrate-conditions category of the Final Decision catalog, being mandatory in every case, regardless of the species or particular context being analyzed at that moment within Yolia's complete system. What other rules or engines it relates to It relates to the rest of the rules in the soil or substrate conditions category and to the Audit Engine, which verifies that all mandatory catalog rules have been met before approving the final formula generated for the case being analyzed. Relevant differences between catalog species The principle of this rule is identical for the catalog's 4 species; what changes is the specific threshold or tolerance for soil or substrate conditions according to the particular species treated within the case being analyzed at that moment of the complete process. How it is observed in practice on a case It is observed in practice when the system reviews the reported soil or substrate condition data for the case and decides whether to continue with full confidence, lower its confidence level, or halt the process until the missing data is obtained within the case being analyzed. What happens if this rule is ignored If this rule is ignored, the engine could proceed with a formula based on incomplete or missing soil or substrate condition data, increasing the risk of delivering a less precise or outright wrong recommendation for the real case being analyzed. How Yolia uses it within the process Yolia uses it as part of the validation chain it reviews before approving a formula, applying this medium-severity rule in both pilot mode and final mode, though with a different tolerance level depending on the case's active mode, part of the structured process the system follows. Common interpretation errors Thinking that this rule is just an administrative formality — in reality low organic matter requires microbial support and carbon, which makes it a real condition that directly affects the quality of the final formula delivered to the user within the case being analyzed. Evidence and limits of current knowledge Its specification acknowledges that the exact threshold that triggers this rule can vary depending on the reported context, without publishing the internal weights or the exact private thresholds, leaving room for this logic to continue being refined within Yolia's system. Related topics and rules Soil or substrate conditions, related topic — Audit Engine, related engine — Pilot/final gate, related entry within Yolia's complete Final Decision catalog for the process, see also the directly related rules and engines.