{"id":"W7099536959","doi":"","title":"DRIVER MODELING FOR RISK ASSESSMENT","year":2012,"lang":"en","type":"article","venue":"","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Windsor; Risk assessment; Legislation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744736,0.001077963,0.0009079241,0.001795787,0.0005392146,0.00228171,0.002524655,0.001430573,0.05322907],"category_scores_gemma":[0.007043439,0.0006245515,0.001473219,0.001572493,0.000225374,0.001515905,0.001143413,0.001208918,0.01111457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208495,"about_ca_system_score_gemma":0.002192864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02943407,"about_ca_topic_score_gemma":0.02347924,"domain_scores_codex":[0.999437,0.0001828373,0.00004221458,0.0001164191,0.0001662273,0.00005535128],"domain_scores_gemma":[0.9979848,0.001055745,0.0001104801,0.0002471897,0.0005271957,0.00007460429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001314005,0.0001358838,0.008195298,0.0003824501,0.0002985758,0.0001749408,0.000110167,0.6966316,0.0004387899,0.06008229,0.09874005,0.1346786],"study_design_scores_gemma":[0.00002203244,0.00002466051,0.0009198036,0.00005562554,0.00004070369,0.00005596614,0.0000541667,0.9233606,0.0002960036,0.03576344,0.03938027,0.00002674023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01652644,0.001191739,0.8762997,0.001691122,0.0004115385,0.0003820109,0.05152246,0.007985672,0.04398938],"genre_scores_gemma":[0.5236176,0.002881387,0.3124156,0.0004763788,0.0003935147,0.001313078,0.0806084,0.002843137,0.07545091],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05322907,"threshold_uncertainty_score":0.1780689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524959739126818,"score_gpt":0.2583209146525604,"score_spread":0.2330713172612922,"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."}}