{"id":"W7161245522","doi":"10.7202/1125188ar","title":"Présentation du dossier","year":2025,"lang":"fr","type":"article","venue":"Filigrane Écoutes psychothérapiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003168308,0.001114956,0.001410807,0.002282655,0.002923486,0.009672746,0.001273359,0.003063085,0.1945376],"category_scores_gemma":[0.01421845,0.0004105099,0.001393907,0.001976269,0.001071834,0.002372318,0.002500364,0.005210171,0.07381947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005168675,"about_ca_system_score_gemma":0.004631646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01496482,"about_ca_topic_score_gemma":0.005995119,"domain_scores_codex":[0.9955472,0.001224538,0.000437528,0.0005850206,0.001734989,0.0004707286],"domain_scores_gemma":[0.9951939,0.00195229,0.0003115447,0.0004162811,0.001734246,0.000391781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006829064,0.0001483864,0.001177747,0.0008907216,0.00009595951,0.002021085,0.0007453327,0.0006493277,0.001079517,0.03268492,0.7482992,0.2115249],"study_design_scores_gemma":[0.00007175001,0.00003807283,0.0007821483,0.0003628529,0.00001573404,0.0006891099,0.0002447889,0.0001006777,0.0004387498,0.001760419,0.9954752,0.00002051831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02563724,0.05467639,0.01378201,0.1253978,0.1670383,0.001526898,0.02050602,0.003852234,0.5875831],"genre_scores_gemma":[0.1273602,0.0354594,0.01255107,0.03998798,0.03957528,0.003579303,0.01807117,0.002063044,0.7213525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8054624,"threshold_uncertainty_score":0.6507932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09128021164796143,"score_gpt":0.4544099501197117,"score_spread":0.3631297384717502,"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."}}