{"id":"W4389060130","doi":"10.18162/fp.2023.779","title":"Les conditions d’insertion professionnelle des enseignants de l’Abitibi-Témiscamingue et du Nord-du-Québec et les mesures de soutien dont ils bénéficient en début de carrière","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006199502,0.000304276,0.0002970437,0.0001461942,0.003399774,0.0001896868,0.0004573435,0.0005397035,0.0002503115],"category_scores_gemma":[0.001328316,0.0002687487,0.0001859692,0.0009113592,0.0005980063,0.00167766,0.0002175137,0.0005834124,0.0001429465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285424,"about_ca_system_score_gemma":0.00241872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2779276,"about_ca_topic_score_gemma":0.304934,"domain_scores_codex":[0.9939939,0.00309216,0.0006002799,0.0003797801,0.0008441245,0.001089712],"domain_scores_gemma":[0.9978743,0.0007333034,0.0005858397,0.0001924268,0.0002933656,0.0003207915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004811339,0.000274571,0.09050847,0.0002600605,0.00002144824,0.00001362308,0.8378437,0.001829087,0.003745249,0.02232818,0.03263576,0.01049169],"study_design_scores_gemma":[0.0005877317,0.0001249097,0.6341555,0.001573613,0.00004950565,0.00001354374,0.3306238,0.007441048,0.000946799,0.007115924,0.01693085,0.0004368613],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507777,0.000510859,0.006183209,0.03632945,0.001167758,0.0007187182,0.0002007869,0.0002660092,0.003845525],"genre_scores_gemma":[0.9872203,0.001450018,0.0003519078,0.0009612624,0.0003399302,0.0001896239,0.00014145,0.00003103356,0.009314431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.543647,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05481396528396182,"score_gpt":0.3716566709031187,"score_spread":0.3168427056191569,"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."}}