{"id":"W1891324661","doi":"10.7202/1030208ar","title":"Beautés à découvrir","year":2015,"lang":"fr","type":"article","venue":"Voix et Images","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001517761,0.0001657367,0.0001997494,0.00002585953,0.0002965924,0.0002303168,0.000502113,0.0001647662,0.0005565762],"category_scores_gemma":[0.0006187689,0.000161782,0.0001123792,0.0007766818,0.001233505,0.0009321125,0.0001044069,0.000212006,0.001407366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061389,"about_ca_system_score_gemma":0.000828081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1055193,"about_ca_topic_score_gemma":0.0122344,"domain_scores_codex":[0.9976907,0.000319083,0.0002020018,0.0003313538,0.0008336692,0.0006232307],"domain_scores_gemma":[0.9989033,0.0001486563,0.0001555586,0.0001886796,0.0001783609,0.0004253951],"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":[0.000005163845,0.00009256626,0.003522052,0.00000899547,0.00001272229,0.00002131379,0.02923661,0.0000278015,0.00003075792,0.06307039,0.864633,0.03933861],"study_design_scores_gemma":[0.0002090424,0.00007073641,0.008546758,0.00003835507,0.00001818558,0.000002172435,0.01087308,0.00004117506,0.00008642513,0.01962458,0.9602521,0.0002373844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06462266,0.03070895,0.0005972268,0.5431952,0.01239389,0.000300143,0.00048228,0.0001712647,0.3475284],"genre_scores_gemma":[0.3170028,0.002547531,0.001649584,0.002629714,0.002125191,0.00001281925,0.000002727582,0.00002160519,0.6740081],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5405654,"threshold_uncertainty_score":0.9993702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08313745246766947,"score_gpt":0.3775859165484972,"score_spread":0.2944484640808277,"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."}}