{"id":"W7099135462","doi":"","title":"Peter de Groot, CFS Sault Ste Marie CFS pest management research","year":2009,"lang":"en","type":"article","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Integrated pest management; Agriculture; Pest control","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":[0.001254006,0.0006909861,0.0004655813,0.001776539,0.001317851,0.001340285,0.0005903558,0.001416279,0.06609562],"category_scores_gemma":[0.002405017,0.0004552994,0.0002470682,0.0006212708,0.0005104194,0.001358338,0.0008751508,0.001877044,0.03313461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007052288,"about_ca_system_score_gemma":0.001009455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006247902,"about_ca_topic_score_gemma":0.01182413,"domain_scores_codex":[0.9990112,0.00009025001,0.00002718976,0.0002210477,0.0005750172,0.00007542268],"domain_scores_gemma":[0.9976936,0.0004145753,0.00008624606,0.0001172274,0.00115115,0.000537237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000453745,0.00008206604,0.001863066,0.0003817199,0.00001583246,0.0006907693,0.0003553885,0.000540895,0.1403764,0.01008404,0.4964886,0.3486674],"study_design_scores_gemma":[0.00001828682,0.0001226516,0.004647826,0.00006627554,0.00001648065,0.001973577,0.0002465466,0.001123556,0.03879138,0.001551541,0.9513892,0.00005257608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08410889,0.1085563,0.1819752,0.1748129,0.03725829,0.0007461853,0.01110577,0.009259563,0.3921769],"genre_scores_gemma":[0.09591342,0.03217516,0.04894428,0.00330027,0.004056001,0.0002268828,0.002525511,0.001284867,0.8115736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9937521,"threshold_uncertainty_score":0.2211119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625836872884131,"score_gpt":0.3354598975367973,"score_spread":0.319201528807956,"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."}}