{"id":"W2417487159","doi":"10.18162/fp.2015.a78","title":"La formation des enseignants à Genève","year":2015,"lang":"fr","type":"article","venue":"Formation et profession","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01376695,0.0007736915,0.0004373972,0.00143463,0.01516962,0.006812841,0.001809232,0.002887292,0.01603823],"category_scores_gemma":[0.01901752,0.000327909,0.000569601,0.001256092,0.00588737,0.004238356,0.009135305,0.003455252,0.002070553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01652601,"about_ca_system_score_gemma":0.04236029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1601558,"about_ca_topic_score_gemma":0.2680989,"domain_scores_codex":[0.9898751,0.005640199,0.0002135809,0.0008978422,0.00123013,0.002143204],"domain_scores_gemma":[0.9818426,0.006226848,0.001372665,0.0009758914,0.003473865,0.006108119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003028229,0.0005474132,0.04484301,0.0006039362,0.0000346795,0.001246861,0.5328731,0.000556499,0.002503548,0.1382332,0.03765794,0.2405971],"study_design_scores_gemma":[0.00002767441,0.0002879304,0.03730068,0.0007511525,0.00001712723,0.0003346977,0.20837,0.0002574562,0.001189537,0.004452005,0.7469662,0.00004550758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6540581,0.01291958,0.01846271,0.1137097,0.003711416,0.0009212536,0.0005004219,0.0002479213,0.1954688],"genre_scores_gemma":[0.7609888,0.005580035,0.01047178,0.005688486,0.0005551507,0.0005545338,0.0002966431,0.00009262781,0.215772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601558,"threshold_uncertainty_score":0.3184471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408768290601848,"score_gpt":0.4088102123919012,"score_spread":0.2679333833317165,"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."}}