{"id":"W2792589060","doi":"10.7202/1044018ar","title":"Retour réflexif sur un cheminement","year":2018,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02877715,0.0009316879,0.0008842824,0.002401887,0.01144769,0.01585714,0.001984873,0.005481107,0.007328732],"category_scores_gemma":[0.05260694,0.000571822,0.0005615025,0.002229678,0.04546736,0.01860086,0.01051499,0.01128818,0.001899713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006360505,"about_ca_system_score_gemma":0.006933019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006006248,"about_ca_topic_score_gemma":0.004978895,"domain_scores_codex":[0.9514886,0.03439996,0.001100523,0.003575426,0.008005706,0.001429738],"domain_scores_gemma":[0.9432493,0.0358824,0.003463206,0.006637992,0.009243296,0.001523827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009969363,0.00004473226,0.0009697007,0.0002155946,0.00002347654,0.0008339754,0.4819721,0.0001057682,0.001402308,0.4759784,0.01453722,0.023817],"study_design_scores_gemma":[0.00001907793,0.00006344608,0.001003757,0.0007027487,0.00001975729,0.0006786616,0.1766339,0.0001775162,0.002017808,0.06662597,0.7519981,0.0000592689],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1460858,0.02188275,0.03546584,0.4302554,0.0122064,0.0002019017,0.0002091367,0.0003431418,0.3533497],"genre_scores_gemma":[0.8843725,0.005080311,0.005910946,0.01955691,0.002658813,0.0002105162,0.00007341037,0.000524109,0.08161233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02877715,"threshold_uncertainty_score":0.15219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621919571426288,"score_gpt":0.2920645887672473,"score_spread":0.2458453930529844,"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."}}