{"id":"W7125419799","doi":"10.7202/1122157ar","title":"Témoignages","year":2024,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"","field":"","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":["insufficient_payload"],"category_scores_codex":[0.002548789,0.0008420399,0.000656973,0.002390851,0.003145259,0.006232812,0.001324848,0.003073456,0.4130935],"category_scores_gemma":[0.01183971,0.0002376396,0.0006066095,0.001409444,0.00123246,0.002936339,0.002878577,0.003174179,0.1536977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518088,"about_ca_system_score_gemma":0.004380304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007472407,"about_ca_topic_score_gemma":0.006998061,"domain_scores_codex":[0.9971333,0.0007699514,0.0001149807,0.000402021,0.001178353,0.0004014771],"domain_scores_gemma":[0.994975,0.0008232673,0.0002473536,0.0007292367,0.002159316,0.001065971],"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":[0.0001922471,0.00008813472,0.001043253,0.000231168,0.00001067686,0.0004165229,0.0008350784,0.0001022349,0.0008146905,0.07214946,0.7271945,0.196922],"study_design_scores_gemma":[0.000005154217,0.000008433449,0.0003141289,0.00005282123,0.000001459888,0.0001211306,0.0001379197,0.00003034853,0.0001152371,0.001588004,0.9976217,0.000003617267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00425113,0.01147241,0.004550688,0.04252183,0.04064259,0.0001862135,0.001943988,0.001252367,0.8931788],"genre_scores_gemma":[0.01758837,0.003664197,0.001848737,0.004683173,0.005150178,0.0001238495,0.001017874,0.0002779562,0.9656457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5869065,"threshold_uncertainty_score":0.8371509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4978659270920304,"score_gpt":0.4634168948598931,"score_spread":0.0344490322321373,"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."}}