{"id":"W7100910832","doi":"","title":"Author manuscript, published in "9e Congrès International de Génie Industriel Canada (2011)"","year":2013,"lang":"en","type":"article","venue":"","topic":"Plant and Fungal Interactions Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Subject (documents)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002298138,0.001015323,0.001944779,0.001409484,0.004453996,0.006725356,0.001557733,0.002120998,0.4283323],"category_scores_gemma":[0.007902587,0.0006350745,0.0008069109,0.001613805,0.00121183,0.001604521,0.001651752,0.001906735,0.1609132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004440653,"about_ca_system_score_gemma":0.01056412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04216504,"about_ca_topic_score_gemma":0.1008634,"domain_scores_codex":[0.9989265,0.00008035544,0.00005368889,0.0001980061,0.0005167598,0.0002245951],"domain_scores_gemma":[0.995,0.0004475928,0.0001096901,0.0003204177,0.003235292,0.0008869504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001833325,0.00003272118,0.0002728806,0.0001946295,0.00002549971,0.00009115597,0.00005631155,0.0001422447,0.0008303041,0.002516354,0.9699526,0.025702],"study_design_scores_gemma":[0.00002712732,0.00003378632,0.0007890781,0.00007278954,0.00001603388,0.00005887176,0.00006654974,0.0001531438,0.0009653486,0.001171096,0.9966312,0.00001489502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003768451,0.01301498,0.00359849,0.05702782,0.4806976,0.0003579171,0.01677891,0.001483688,0.4232722],"genre_scores_gemma":[0.005081525,0.002280831,0.001319658,0.001122842,0.003590619,0.00002652029,0.001810826,0.0003784994,0.9843887],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5716677,"threshold_uncertainty_score":0.8154147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04684648519430887,"score_gpt":0.3023213464401907,"score_spread":0.2554748612458818,"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."}}