{"id":"W7014354064","doi":"","title":"Pénurie enseignante au Québec : un portrait de l’offre et la demande","year":2021,"lang":"fr","type":"other","venue":"R-libre (Université Téluq)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portrait; Order (exchange); Work (physics)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008804139,0.001903705,0.00191518,0.0006276813,0.0008846715,0.0002742389,0.001939146,0.002382236,0.07428177],"category_scores_gemma":[0.0001587747,0.002462121,0.001364729,0.001981926,0.001053375,0.0006944325,0.001231859,0.002161196,0.008891986],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004599472,"about_ca_system_score_gemma":0.01510894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1011673,"about_ca_topic_score_gemma":0.3344234,"domain_scores_codex":[0.9917361,0.001891574,0.0006732424,0.002191695,0.001122713,0.002384685],"domain_scores_gemma":[0.9946166,0.00060105,0.001119715,0.001959257,0.0003133227,0.0013901],"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":[0.0005607785,0.001582101,0.01158648,0.001571578,0.005946476,0.04635755,0.02265355,0.0004063398,0.006129933,0.02338701,0.090272,0.7895462],"study_design_scores_gemma":[0.002682773,0.0001499877,0.2522572,0.002173311,0.001544994,0.001617936,0.001865456,0.0002988844,0.000225693,0.000251412,0.7350461,0.001886273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2669198,0.0194376,0.0009619443,0.004999279,0.0009315724,0.001094821,0.002202733,0.001040612,0.7024117],"genre_scores_gemma":[0.1229666,0.0008851235,0.001454668,0.0007872144,0.000721071,0.00001266129,0.001156726,0.002393317,0.8696226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7876599,"threshold_uncertainty_score":0.9993707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007159180724277234,"score_gpt":0.2041675383538314,"score_spread":0.1970083576295542,"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."}}