{"id":"W7067212830","doi":"","title":"Le perfectionnement de la main-d'oeuvre au Québec : des enjeux pour le système d'éducation /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Field (mathematics); Natural (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000710776,0.0007334503,0.0005359682,0.0004924285,0.0007401883,0.0002595152,0.0006412368,0.0003311938,0.002351673],"category_scores_gemma":[0.003000627,0.0007405527,0.0003873883,0.0003658311,0.000951249,0.00004172997,0.0005629862,0.0003870674,0.0003186194],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01637625,"about_ca_system_score_gemma":0.3692842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.779907,"about_ca_topic_score_gemma":0.994444,"domain_scores_codex":[0.9964716,0.0006930136,0.0006168585,0.0009053711,0.0006635947,0.0006495312],"domain_scores_gemma":[0.9968007,0.001618469,0.0005383202,0.0005213101,0.0001752056,0.0003459929],"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":[0.0003842744,0.002482161,0.0690039,0.001048325,0.002222951,0.00003210345,0.01834513,0.0009775881,0.02428929,0.04672018,0.8319075,0.002586639],"study_design_scores_gemma":[0.001577579,0.0002716605,0.0785374,0.0004033778,0.0001852767,0.0001717637,0.00171077,0.0001472543,0.001481499,0.000687114,0.9139752,0.0008511164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1449353,0.04258804,0.003610156,0.02029051,0.0003699643,0.0006959822,0.0004298784,0.00007935741,0.7870009],"genre_scores_gemma":[0.6109166,0.002022084,0.001049793,0.0004727285,0.001153018,0.0002075476,0.000097704,0.0002048914,0.3838756],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4659814,"threshold_uncertainty_score":0.9995046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009864165324801753,"score_gpt":0.2327581707225156,"score_spread":0.2228940053977139,"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."}}