{"id":"W4400455571","doi":"10.1522/rhe.v8i3.1512","title":"Reconnaissance des acquis d’expérience en formation professionnelle supérieure suisse : entre profession et université, entre pratique et théorie, entre formel et informel","year":2024,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy; Sociology","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"],"consensus_categories":[],"category_scores_codex":[0.005602537,0.0004091753,0.0003467616,0.0002397245,0.001098458,0.0003005986,0.000458681,0.0004671864,0.0006673429],"category_scores_gemma":[0.00218534,0.0004356888,0.0001940986,0.00101415,0.000557102,0.004560199,0.0001035705,0.000893176,0.0001751119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004181,"about_ca_system_score_gemma":0.004635724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004819984,"about_ca_topic_score_gemma":0.002596354,"domain_scores_codex":[0.99494,0.002472436,0.0007383209,0.0006321857,0.0004035885,0.0008134595],"domain_scores_gemma":[0.9958845,0.002392203,0.0004890867,0.0003462714,0.0005873426,0.0003005847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000183271,0.0001937035,0.003239636,0.001055871,0.00004108145,0.000006853628,0.689963,0.0001195046,0.0001923033,0.2643665,0.0310139,0.009789338],"study_design_scores_gemma":[0.0003448415,0.0001049947,0.008738252,0.004217607,0.0001122711,0.0001032617,0.7834789,0.001932952,0.0005806728,0.02759776,0.1722322,0.0005562924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7166505,0.005835997,0.006195854,0.2117142,0.01037355,0.001844482,0.0001481224,0.0003748565,0.04686246],"genre_scores_gemma":[0.93859,0.009889609,0.002736387,0.001391434,0.001495313,0.0001849506,0.0008378737,0.00005113876,0.04482329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2367688,"threshold_uncertainty_score":0.9998095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010697729877445,"score_gpt":0.4213974815595156,"score_spread":0.3203277085717711,"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."}}