{"id":"W4396588268","doi":"10.26522/vp.v21i1.4697","title":"Claude Guilmain. Welsford","year":2024,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Legal and Social Philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005778362,0.0002715859,0.0002402878,0.00009923531,0.0007378231,0.0004527289,0.0004492222,0.0004429347,0.002435079],"category_scores_gemma":[0.0001151095,0.000263203,0.0003562393,0.0009795286,0.001099123,0.0005745044,0.0001257926,0.000507257,0.006108179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932337,"about_ca_system_score_gemma":0.0004982769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006212273,"about_ca_topic_score_gemma":0.001287012,"domain_scores_codex":[0.997647,0.0002650829,0.000336803,0.0004788051,0.0005648024,0.0007074783],"domain_scores_gemma":[0.999052,0.0002961841,0.0000488093,0.0002322794,0.00007086698,0.0002998886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005832188,0.00005946935,0.00003566784,0.0001014,0.00009019124,0.0001163752,0.037226,0.000005985412,0.00002376808,0.8440645,0.08639807,0.03187274],"study_design_scores_gemma":[0.00007266999,0.00004464316,0.00002705711,0.0001606511,0.00006346686,0.000002409954,0.001278035,0.0001903018,0.00004802558,0.25727,0.7405871,0.0002556584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01384863,0.0805525,0.0000873333,0.4742424,0.0123865,0.0002493213,0.0001307368,0.0003705375,0.4181321],"genre_scores_gemma":[0.549291,0.004858017,0.0002018861,0.001363303,0.01033428,0.00001868902,0.0000111801,0.00005136228,0.4338703],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.654189,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423874988203003,"score_gpt":0.2902906042994023,"score_spread":0.2660518544173723,"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."}}