{"id":"W334666784","doi":"","title":"Le discours du personnel enseignant sur leur travail en milieu scolaire francophone minoritaire","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"French; Sociology; Ethnography; Humanities; Anthropology; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003714029,0.0003391849,0.0004740008,0.0007555211,0.001102485,0.0002289307,0.000765823,0.000507831,0.002036982],"category_scores_gemma":[0.006151664,0.0004268204,0.0002656525,0.001236753,0.0007249354,0.0008598798,0.000009727365,0.001385558,0.00004298333],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004032043,"about_ca_system_score_gemma":0.08060886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.794009,"about_ca_topic_score_gemma":0.9909419,"domain_scores_codex":[0.9961463,0.001180678,0.0007816361,0.0004190443,0.0002069325,0.001265467],"domain_scores_gemma":[0.9938124,0.0003986711,0.000846072,0.0004691533,0.001186291,0.003287367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008045652,0.0001990741,0.01103605,0.0001797,0.00007327353,0.0001085199,0.7715756,0.0001532277,0.001453814,0.0160964,0.02929413,0.1698222],"study_design_scores_gemma":[0.0004144169,0.0001628553,0.07539409,0.0006674309,0.0001546312,0.001490922,0.5899389,0.0001513264,0.0001175178,0.001452008,0.3294514,0.0006045811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8716878,0.01561508,0.0001284194,0.06374125,0.0456499,0.0002823772,0.0000350498,0.000009643756,0.002850483],"genre_scores_gemma":[0.9602628,0.0001658464,0.004129493,0.0006168786,0.008413137,0.00002416513,0.00004153823,0.0000652309,0.02628089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3001572,"threshold_uncertainty_score":0.9998184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898504861885791,"score_gpt":0.2624394453020506,"score_spread":0.2434543966831927,"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."}}