{"id":"W2937312102","doi":"10.4000/activites.3801","title":"L’expérience difficile du travail enseignant et les besoins de soutien chez les enseignants débutants au Québec","year":2019,"lang":"fr","type":"article","venue":"Activites","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[0.001191487,0.0003545633,0.0004088399,0.00007119685,0.0008130374,0.0001664478,0.0005054023,0.0002865404,0.003298546],"category_scores_gemma":[0.0005483642,0.0003448764,0.0002034936,0.0003812475,0.00126694,0.0005432037,0.0001111191,0.0003432435,0.0009497831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115083,"about_ca_system_score_gemma":0.00329105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4935219,"about_ca_topic_score_gemma":0.2124349,"domain_scores_codex":[0.9966135,0.0007722293,0.0003881048,0.0006452725,0.0005820012,0.0009988757],"domain_scores_gemma":[0.9979815,0.0009013412,0.0002166961,0.0004330681,0.0001017192,0.0003656562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000300935,0.001548267,0.4194032,0.00007381134,0.00005422194,0.000005128558,0.4863061,0.00003913992,0.003586008,0.00347711,0.001965198,0.08351178],"study_design_scores_gemma":[0.000619775,0.0003728727,0.4751951,0.000337507,0.00009065236,0.00001753878,0.2877232,0.0003865795,0.005497702,0.0004082089,0.2284729,0.0008779728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965624,0.002145864,0.00004364759,0.01678208,0.001258214,0.0004561847,0.00007156647,0.0001012871,0.01351719],"genre_scores_gemma":[0.9659394,0.0003643685,0.00008309207,0.0006047055,0.0004149362,0.00004417387,0.000008465074,0.00003742665,0.03250346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.281087,"threshold_uncertainty_score":0.9999003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380593754932167,"score_gpt":0.2910146979334901,"score_spread":0.2572087603841684,"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."}}