{"id":"W968111811","doi":"10.71781/20438","title":"Écologie saisonnière des parasitoïdes des oeufs de l'arpenteuse de la pruche","year":2011,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005324883,0.0005671872,0.0004439753,0.000111838,0.01048133,0.0001649571,0.0006854808,0.0009953427,0.0005272754],"category_scores_gemma":[0.0003858861,0.0003853179,0.0004373153,0.0005260943,0.001355518,0.0004678883,0.0001695536,0.0005351554,0.000113256],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004805724,"about_ca_system_score_gemma":0.001047443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08499097,"about_ca_topic_score_gemma":0.04894521,"domain_scores_codex":[0.9968256,0.0008079125,0.0003886001,0.0006715112,0.0004096199,0.000896728],"domain_scores_gemma":[0.9980145,0.0005709127,0.0003551518,0.0001744522,0.0003358425,0.0005491893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001604766,0.001068206,0.6112316,0.000481854,0.0004313083,0.002542934,0.05826825,0.001127385,0.2388447,0.03966912,0.001086359,0.04364354],"study_design_scores_gemma":[0.0006752501,0.000454181,0.8787675,0.0005342738,0.0003637321,0.00104442,0.03375801,0.0007058875,0.05457562,0.003576644,0.02472553,0.0008189445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494793,0.01292454,0.0001368019,0.0001052977,0.0006416109,0.0004095507,0.00006770933,0.000188709,0.03604642],"genre_scores_gemma":[0.9493616,0.002547728,0.001372507,0.0001770341,0.0003037501,0.00004601863,0.0003400468,0.00001128451,0.04584008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.267536,"threshold_uncertainty_score":0.9998599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315817647992553,"score_gpt":0.1958208636287883,"score_spread":0.1826626871488628,"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."}}