{"id":"W4416123936","doi":"","title":"Pratiques d’enseignement à l’Université d’Artois : Un processus d’ajustement ?","year":2016,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Government (linguistics); Field (mathematics); Context (archaeology); Order (exchange)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06586966,0.0005967339,0.0007808982,0.002117033,0.0255284,0.03225372,0.004497129,0.01453825,0.01384614],"category_scores_gemma":[0.1479286,0.0008176908,0.000936646,0.002613775,0.04451889,0.02764056,0.01844521,0.02087716,0.001624387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02535087,"about_ca_system_score_gemma":0.05328546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04058208,"about_ca_topic_score_gemma":0.03132669,"domain_scores_codex":[0.9145485,0.06038223,0.002134367,0.004200257,0.009814395,0.008920304],"domain_scores_gemma":[0.8572747,0.08020071,0.0104703,0.006623228,0.01648997,0.02894104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009550099,0.0002608679,0.004525009,0.0001703685,0.00002889489,0.000658976,0.4806784,0.0002701921,0.0005038227,0.4569784,0.01833033,0.03749917],"study_design_scores_gemma":[0.00005313728,0.0001267608,0.008304277,0.0008671462,0.00002795104,0.0004594605,0.4163187,0.0008732234,0.0009083317,0.105928,0.4659864,0.0001465695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1410014,0.007482062,0.01626381,0.671126,0.003078293,0.000167704,0.00005884522,0.0002532261,0.1605687],"genre_scores_gemma":[0.9623685,0.001629624,0.003696464,0.00904776,0.0005953868,0.0001243264,0.00002331353,0.0001349074,0.02237976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06586966,"threshold_uncertainty_score":0.3483562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486612467403136,"score_gpt":0.3054533820164692,"score_spread":0.2605872573424378,"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."}}