{"id":"W7019136618","doi":"","title":"Évolution et sources du sentiment d'efficacité personnelle des enseignantes et des enseignants débutants du secondaire au Québec","year":2012,"lang":"fr","type":"dissertation","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Qualitative analysis; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0008219397,0.0004470206,0.00052558,0.0001923269,0.004313575,0.00005247687,0.0008679951,0.0003781652,0.0003712232],"category_scores_gemma":[0.0003689062,0.0004302619,0.0005854269,0.000493324,0.004230858,0.001087494,0.0002102385,0.0004287361,0.0001260377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003389038,"about_ca_system_score_gemma":0.003042935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3256579,"about_ca_topic_score_gemma":0.7832441,"domain_scores_codex":[0.9970914,0.0008137043,0.0004790456,0.0004132348,0.0006735761,0.0005290526],"domain_scores_gemma":[0.9976089,0.0005743598,0.0006013049,0.0002633201,0.0007103467,0.0002417949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002423597,0.001602876,0.1145179,0.003187797,0.0005548293,0.00000441889,0.8310851,0.005326529,0.008221396,0.03013852,0.000515656,0.00460256],"study_design_scores_gemma":[0.0008435781,0.0001501646,0.7851982,0.007720395,0.0009891035,0.00004505281,0.1550072,0.002097629,0.006909879,0.0004422037,0.03992254,0.0006741201],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416718,0.01868856,0.0008134334,0.0007935063,0.001408276,0.0004086146,0.00007273406,0.00003366037,0.03610936],"genre_scores_gemma":[0.9820394,0.004940613,0.0008414057,0.00004185411,0.0004075924,0.000002041344,0.00008347409,0.00002572239,0.01161788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.676078,"threshold_uncertainty_score":0.9998149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017122521761507,"score_gpt":0.254597287646643,"score_spread":0.224426062429028,"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."}}