{"id":"W7074700374","doi":"","title":"Pénurie de personnel enseignant. Ampleur du phénomène au Québec","year":2023,"lang":"fr","type":"other","venue":"R-libre (Université Téluq)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Context (archaeology); Work (physics); Politics","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":["insufficient_payload"],"category_scores_codex":[0.0002774425,0.0008092357,0.001007417,0.0002860588,0.0006327335,0.00006227175,0.0007388496,0.0009851011,0.008574273],"category_scores_gemma":[0.0008000726,0.0009022958,0.0005373123,0.0007216044,0.0004488858,0.00023352,0.0005108105,0.0009290068,0.007214427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002669081,"about_ca_system_score_gemma":0.003149389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2710994,"about_ca_topic_score_gemma":0.1389632,"domain_scores_codex":[0.9964667,0.0001802783,0.0003298178,0.0009572923,0.0005592403,0.001506651],"domain_scores_gemma":[0.9965121,0.001103097,0.0003146728,0.0008602619,0.0001192514,0.001090586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004738677,0.0004185064,0.03858406,0.0007555773,0.00133337,0.01257759,0.01823264,0.00008855997,0.000257755,0.003997284,0.1245417,0.7987391],"study_design_scores_gemma":[0.003313953,0.0005437157,0.2332862,0.00302958,0.001473865,0.0003996712,0.006033141,0.001458217,0.00008473421,0.00005304291,0.7493059,0.001017987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5087446,0.0181906,0.003241942,0.01646148,0.005380778,0.001599318,0.001414688,0.003444512,0.4415221],"genre_scores_gemma":[0.2702688,0.001743327,0.0005312932,0.0006365321,0.004095127,0.000009227786,0.000222811,0.0009686233,0.7215243],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7977211,"threshold_uncertainty_score":0.9993427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208615648019918,"score_gpt":0.2001422151389692,"score_spread":0.18805605865877,"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."}}