{"id":"W7163559216","doi":"10.7202/1125338ar","title":"Accompagner : limites et possibles","year":2025,"lang":"fr","type":"article","venue":"Sens public","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Context (archaeology); Subject (documents); Meaning (existential)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001658747,0.0002554635,0.000376249,0.0002282124,0.0005525558,0.000255443,0.000612273,0.0005212647,0.001169318],"category_scores_gemma":[0.002607785,0.0002610445,0.0002155379,0.0009952547,0.003789054,0.000501192,0.0002779609,0.0005839819,0.001254738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141303,"about_ca_system_score_gemma":0.0008543957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005999765,"about_ca_topic_score_gemma":0.0003008015,"domain_scores_codex":[0.9958466,0.001939727,0.0003484874,0.0004524633,0.0002835151,0.001129171],"domain_scores_gemma":[0.9968858,0.002039593,0.0000843829,0.0004289825,0.0002237174,0.0003374653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003686766,0.0001827376,0.001970302,0.00003499851,0.00009869102,0.000007794535,0.001694375,0.000001200978,0.0000481806,0.9624059,0.02639981,0.00715232],"study_design_scores_gemma":[0.000148359,0.00002390985,0.004072214,0.00004258052,0.00003319434,0.000001532281,0.001741264,0.00002044173,0.00003006961,0.5829347,0.4107829,0.0001688292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0692763,0.006665574,0.00003109404,0.3788039,0.00323394,0.0001454048,0.00004206372,0.0001546094,0.5416471],"genre_scores_gemma":[0.914377,0.0005974629,0.0002941646,0.0164083,0.001601898,0.00001264439,0.000012928,0.00002017203,0.06667548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8451006,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06688087977982646,"score_gpt":0.3718915062526758,"score_spread":0.3050106264728493,"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."}}