{"id":"W7004011252","doi":"","title":"Avant-propos","year":2023,"lang":"en","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Réseau Technoscience","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001661429,0.0009146673,0.0005517882,0.001356811,0.003407886,0.004667887,0.001461754,0.001453787,0.2128772],"category_scores_gemma":[0.007205138,0.0002959012,0.0006630888,0.001109813,0.001153407,0.002467597,0.003159503,0.002602217,0.0989299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294888,"about_ca_system_score_gemma":0.003887657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221935,"about_ca_topic_score_gemma":0.01987834,"domain_scores_codex":[0.9979626,0.0003597686,0.00007792579,0.0005083911,0.0007661863,0.0003252077],"domain_scores_gemma":[0.9976308,0.000331087,0.00008111081,0.0003938292,0.001179427,0.000383696],"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":[0.000215229,0.00009502724,0.00313171,0.0002815223,0.00004017981,0.001441818,0.001812267,0.0003506149,0.002301094,0.1587054,0.5670561,0.2645691],"study_design_scores_gemma":[0.000007052811,0.00001102608,0.0004263083,0.00008241157,0.000009378085,0.0004442194,0.0003529883,0.00009686271,0.0005853037,0.005875351,0.9920989,0.00001009528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01115975,0.007138332,0.01371183,0.02673933,0.01784899,0.0002036282,0.003918411,0.001991709,0.917288],"genre_scores_gemma":[0.04685067,0.002648681,0.007643997,0.005546433,0.001997614,0.0001490948,0.002486399,0.0007822403,0.931895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2128772,"threshold_uncertainty_score":0.7121453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007154152428358747,"score_gpt":0.1752205748915854,"score_spread":0.1680664224632267,"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."}}