{"id":"W2313648293","doi":"10.51847/hrmskdz","title":"10.51847/HrMskdZ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lanosterol; Azole; Benzimidazole; Fluconazole; Ketoconazole; Chemistry; Demethylase; Cytochrome P450; Sterol; Pharmacology; Enzyme; Antifungal; Microbiology; Biology; Biochemistry; Organic chemistry; Cholesterol","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009043617,0.00009153371,0.0001074504,0.000005008878,0.00008191589,0.00004120695,0.0002031626,0.00004806553,0.9944655],"category_scores_gemma":[0.00002005262,0.00003277554,0.00005016424,0.0001630809,0.00001147035,0.00005786384,0.00002005068,0.00005012578,0.9801658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009348534,"about_ca_system_score_gemma":0.000002442994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002402498,"about_ca_topic_score_gemma":0.000002204043,"domain_scores_codex":[0.9993331,0.00002947597,0.0001012839,0.000186816,0.000126237,0.0002231186],"domain_scores_gemma":[0.9997095,0.00009033158,0.00001414299,0.00004576445,0.00001856872,0.0001216557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004703652,0.00002110321,0.000001140767,4.347585e-7,0.000003247831,0.000006296179,0.00000149318,0.00000614978,0.098332,5.098304e-7,0.01287025,0.8887103],"study_design_scores_gemma":[0.00005648608,0.0001741023,0.000791697,0.00000431742,0.000004485338,0.0000080253,4.607393e-7,0.00005516532,0.0002044161,0.000001419868,0.9985828,0.0001166425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.100127,0.00004058782,1.126423e-8,0.0007444334,0.000002119024,0.0001414459,0.00008729644,0.0001107442,0.8987464],"genre_scores_gemma":[0.01362163,1.626214e-7,0.00001690615,0.0001858542,0.000220862,0.00001009171,0.00004103583,6.332195e-7,0.9859028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9857125,"threshold_uncertainty_score":0.1336548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006108295533368694,"score_gpt":0.1476692387457263,"score_spread":0.1415609432123576,"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."}}