{"id":"W4312400930","doi":"10.18162/fp.2022.a273","title":"Allaire, S. et Deschenaux, F. (dir). (2022). Récits de professeurs d’université à mi-carrière. Si c’était à refaire… Presses de l’Université du Québec","year":2022,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Art; Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003003644,0.0007198594,0.00058836,0.001459189,0.005807268,0.006816594,0.001310771,0.004351927,0.03927883],"category_scores_gemma":[0.007742206,0.000801264,0.0004188003,0.00271174,0.00241726,0.004461983,0.002102866,0.006873647,0.02351303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01675116,"about_ca_system_score_gemma":0.04346759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7939217,"about_ca_topic_score_gemma":0.9157984,"domain_scores_codex":[0.9981882,0.0002378483,0.0001114412,0.0001526576,0.0008809688,0.0004287717],"domain_scores_gemma":[0.9943455,0.0005760168,0.0003685313,0.000130928,0.003096836,0.001482186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001998929,0.000004605822,0.0008613955,0.0001083025,0.000004248719,0.00002879108,0.0007849516,0.00001468903,0.00003790636,0.002657182,0.9453767,0.05010136],"study_design_scores_gemma":[0.000006380462,0.000005779294,0.005564242,0.0004057609,0.00001079983,0.00003439532,0.001283999,0.00001094203,0.00005265825,0.0005694719,0.9920447,0.00001076094],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001919977,0.3619004,0.001335083,0.5058911,0.03735491,0.0000677979,0.005205342,0.0002841931,0.08604117],"genre_scores_gemma":[0.04876085,0.2250829,0.00315639,0.09520475,0.006124017,0.0002869199,0.004445218,0.0004308406,0.6165081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7939217,"threshold_uncertainty_score":0.4145838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0648100617095187,"score_gpt":0.3565362945457057,"score_spread":0.291726232836187,"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."}}