{"id":"W2920039911","doi":"10.7202/1056317ar","title":"Intervenir auprès des enseignants en formation pour favoriser un développement global","year":2019,"lang":"fr","type":"article","venue":"Phronesis","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005210169,0.0003387166,0.0003304187,0.00006538557,0.000141717,0.00006680783,0.0004052784,0.0002939537,0.02912646],"category_scores_gemma":[0.00003544928,0.0003142735,0.0002067232,0.0003541117,0.0001060146,0.0003410666,0.0001173114,0.0002136374,0.02438938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007041001,"about_ca_system_score_gemma":0.00008408965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003835845,"about_ca_topic_score_gemma":0.00003952603,"domain_scores_codex":[0.9972991,0.0005978395,0.0005859471,0.0005400589,0.0003196555,0.0006573412],"domain_scores_gemma":[0.9988044,0.0001970757,0.0002366968,0.0004126624,0.0001469899,0.0002021585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000317829,0.004472699,0.4337245,0.0004206375,0.000659653,0.00002732365,0.0126775,0.00001690545,0.0005701823,0.01773937,0.06896933,0.4604041],"study_design_scores_gemma":[0.001681125,0.0003500993,0.9061713,0.0002386624,0.000103318,0.00007014591,0.002959655,0.00004986611,0.0002308487,0.0361014,0.05163843,0.0004051792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310122,0.002966496,0.003685897,0.01567589,0.006027669,0.000502482,0.0001650729,0.00006277298,0.03990152],"genre_scores_gemma":[0.9541458,0.0003221334,0.005137187,0.00150501,0.000516814,0.00009027395,0.00008844278,0.00002580694,0.03816855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4724468,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09081683787318366,"score_gpt":0.384736741303318,"score_spread":0.2939199034301343,"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."}}