{"id":"W7161969871","doi":"10.82308/21735","title":"The Quebec education system: experiences and discontents as a teacher and student","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modernization theory; Face (sociological concept); Qualitative analysis; Occupational training","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002827512,0.0003646665,0.0005412656,0.001245239,0.03309213,0.007879465,0.001600641,0.001863979,0.008379514],"category_scores_gemma":[0.006029529,0.0003717519,0.0002180546,0.002560656,0.008974773,0.003319164,0.004786914,0.003396224,0.0006209429],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04705574,"about_ca_system_score_gemma":0.04699101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.950812,"about_ca_topic_score_gemma":0.9832772,"domain_scores_codex":[0.9965216,0.001424877,0.00006516527,0.0002744837,0.0005599206,0.001153964],"domain_scores_gemma":[0.9945043,0.00161605,0.0004315918,0.0001656842,0.001489067,0.001793389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001726302,0.00003435145,0.01028142,0.00003806114,0.000003951217,0.0004796961,0.9779943,0.00003517386,0.0002142245,0.002178321,0.003632759,0.005090498],"study_design_scores_gemma":[0.000002143209,0.00001794975,0.0106658,0.00006263442,0.000002781094,0.00004912332,0.9636382,0.00004858743,0.00005859662,0.0001053416,0.02533488,0.00001383865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605294,0.001089799,0.0003609386,0.008580591,0.000125275,0.00004417303,0.000144907,0.00001636544,0.0291085],"genre_scores_gemma":[0.9740018,0.0005808965,0.000120908,0.0009081001,0.00001421004,0.0000321807,0.00006533166,0.00001657548,0.02426003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9529443,"threshold_uncertainty_score":0.3414149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601181018574774,"score_gpt":0.497663813772462,"score_spread":0.3375457119149847,"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."}}