{"id":"W2158962686","doi":"10.7202/1008987ar","title":"Ressources mobilisées par des stagiaires pour enseigner : faible part des savoirs théoriques","year":2012,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01419286,0.0007768191,0.0005888849,0.005180003,0.008111991,0.01268128,0.002128459,0.003185029,0.01042336],"category_scores_gemma":[0.03484835,0.0006635541,0.000758811,0.003601493,0.01690334,0.0144103,0.00816108,0.003907256,0.0009543474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007965066,"about_ca_system_score_gemma":0.005936016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106822,"about_ca_topic_score_gemma":0.01278356,"domain_scores_codex":[0.9881633,0.007079103,0.000420177,0.001222337,0.002159453,0.0009555964],"domain_scores_gemma":[0.9704846,0.02003661,0.003089732,0.001826813,0.003157738,0.001404467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006871262,0.00005666951,0.0103328,0.0002948623,0.00002305211,0.000495592,0.7795902,0.0001671402,0.0007627218,0.1842911,0.0008777736,0.02303931],"study_design_scores_gemma":[0.00002989378,0.0001178176,0.02550143,0.001019319,0.00005223401,0.0008322192,0.7835037,0.001396909,0.001340255,0.0813686,0.1047341,0.0001035239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7320631,0.005167336,0.04487121,0.01239518,0.0002719601,0.0002549721,0.0001498076,0.0001201982,0.2047063],"genre_scores_gemma":[0.9819072,0.0009555101,0.003729325,0.0002505704,0.00003487581,0.0001424458,0.0000493571,0.00004678833,0.01288395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01419286,"threshold_uncertainty_score":0.07505995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6564806232705626,"score_gpt":0.5081069445263654,"score_spread":0.1483736787441972,"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."}}