{"id":"W2384448542","doi":"","title":"The Important Sectors and Recommendations for Quality Control in Maize Seed Production","year":2008,"lang":"en","type":"article","venue":"Seed","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Quality (philosophy); Business; Control (management); Zea mays; Agronomy; Agricultural engineering; Biotechnology; Biology; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004573972,0.00005167991,0.00008365436,0.000002368702,0.0003299395,0.00001769689,0.00004958605,0.00003421962,0.00000939961],"category_scores_gemma":[0.0001892783,0.00001486379,0.00003377895,0.00008537743,0.00004252952,0.00004362612,0.000009556875,0.00005295423,6.426927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000123952,"about_ca_system_score_gemma":0.000004567891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006326647,"about_ca_topic_score_gemma":0.009190031,"domain_scores_codex":[0.9994321,0.00006308319,0.0001824101,0.0001457,0.00005253766,0.000124183],"domain_scores_gemma":[0.9995283,0.0003290099,0.00004825014,0.00003182395,0.00003400556,0.00002863889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002434681,0.00008074453,0.8104036,0.000004623026,0.000009420698,5.055159e-7,0.0003343045,5.108046e-7,0.1776584,0.0001957022,0.000342069,0.01072668],"study_design_scores_gemma":[0.0001447531,0.00003971022,0.991642,0.000002347557,0.000002023041,0.000001827033,0.0003027492,0.00005000178,0.0004592811,0.0006287509,0.006676608,0.00004992735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842203,0.00007304159,0.000001190025,0.01516064,0.0001382969,0.0002995494,0.00002827646,0.00002099419,0.00005766354],"genre_scores_gemma":[0.9994206,0.00006246952,0.00001097169,0.0001428938,0.00009925761,0.00002898689,0.00002479124,2.111684e-7,0.0002098281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1812384,"threshold_uncertainty_score":0.5128254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117531704049154,"score_gpt":0.2663921352687244,"score_spread":0.2252168182282328,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}