{"id":"W3215397754","doi":"10.7202/1084007ar","title":"Numéro spécial : les 50 ans de la psychoéducation en milieu universitaire","year":2021,"lang":"fr","type":"article","venue":"Revue de psychoéducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003501288,0.0002463789,0.0002446627,0.0001369641,0.0009372142,0.0001172811,0.0003655016,0.0006765279,0.001427874],"category_scores_gemma":[0.001319362,0.0003518133,0.0001961102,0.0009104986,0.0008585236,0.0004465825,0.00002055682,0.0005160857,0.0001682664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290393,"about_ca_system_score_gemma":0.002701129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355028,"about_ca_topic_score_gemma":0.0007880996,"domain_scores_codex":[0.9946392,0.003557655,0.0003936139,0.0005865495,0.0002444999,0.0005784474],"domain_scores_gemma":[0.996681,0.001990191,0.0002669826,0.0003836176,0.0004081851,0.0002699792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001626109,0.001230716,0.0558585,0.0002510198,0.0001371222,0.000004222928,0.2975619,0.00007781182,0.000774254,0.448498,0.1123739,0.08321631],"study_design_scores_gemma":[0.0003049284,0.00003686961,0.08562986,0.000245206,0.0001126589,0.00005506349,0.2647138,0.00005879277,0.00004838584,0.02687463,0.6215931,0.0003266996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4761297,0.009084654,0.004484553,0.3170776,0.02087587,0.0003717518,0.00004751698,0.0001251628,0.1718033],"genre_scores_gemma":[0.9008154,0.01273798,0.0154398,0.0008368503,0.02932758,0.00006777052,0.0003339267,0.00005445526,0.04038627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5092192,"threshold_uncertainty_score":0.9998934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289443936285834,"score_gpt":0.4561233536650384,"score_spread":0.327178960036455,"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."}}