{"id":"W2887491697","doi":"10.7202/1049395ar","title":"Processus d’activation des savoirs du professeur débutant à la croisée d’influences contextuelles, expérientielles, culturelles et institutionnelles","year":2018,"lang":"fr","type":"article","venue":"Nouveaux cahiers de la recherche en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005015657,0.0003487771,0.0002572194,0.001000624,0.002565684,0.00445937,0.0006262655,0.001208353,0.006520262],"category_scores_gemma":[0.01273183,0.000335973,0.0003931136,0.0007035294,0.00421095,0.002491918,0.00311474,0.001567095,0.0009118593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407991,"about_ca_system_score_gemma":0.00273254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005293834,"about_ca_topic_score_gemma":0.007301364,"domain_scores_codex":[0.9967449,0.001761817,0.00009287546,0.0003594108,0.0005679169,0.0004729704],"domain_scores_gemma":[0.9916661,0.004417792,0.0009470794,0.0006501042,0.001450346,0.0008686029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003150286,0.0001926304,0.07413036,0.0002949006,0.00004006464,0.001022551,0.8067029,0.0001766001,0.01195677,0.02996191,0.000916479,0.07428977],"study_design_scores_gemma":[0.00002680908,0.0004304404,0.2313807,0.0004864,0.00005174659,0.0009492222,0.6678126,0.0005605688,0.006209413,0.01480049,0.077207,0.00008452768],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951241,0.0005793947,0.006881578,0.001329571,0.00006645634,0.00007542126,0.00004084577,0.00003371308,0.03975206],"genre_scores_gemma":[0.9846822,0.0002467637,0.001629639,0.0001004748,0.00001360073,0.00005121985,0.00002350492,0.00001773487,0.01323482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006520262,"threshold_uncertainty_score":0.02652562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2687973795210548,"score_gpt":0.4813383878876845,"score_spread":0.2125410083666297,"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."}}