{"id":"W2063723733","doi":"10.7202/007740ar","title":"Preuves par excellence","year":2004,"lang":"fr","type":"article","venue":"Philosophiques","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Philosophy; Humanities","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006353498,0.0004178656,0.0003998941,0.0001064829,0.0002784458,0.00007959811,0.0008743431,0.0004252997,0.002246113],"category_scores_gemma":[0.0002069,0.0004082997,0.0002183724,0.0003487726,0.002650158,0.0004245368,0.0001969191,0.0006141694,0.005363286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777609,"about_ca_system_score_gemma":0.000101594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003033324,"about_ca_topic_score_gemma":0.000006218451,"domain_scores_codex":[0.9969684,0.0003331375,0.0004901523,0.000877619,0.0003918887,0.000938781],"domain_scores_gemma":[0.9982197,0.0002295636,0.0001517581,0.0008090916,0.0001013248,0.0004885541],"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":[0.00007553628,0.000845583,0.00007233491,0.00006971919,0.00005598049,0.0002111619,0.003172218,0.00002457875,0.0006132559,0.9902802,0.001098091,0.003481345],"study_design_scores_gemma":[0.0006824122,0.0005043566,0.0006362898,0.00030724,0.00005315536,0.00007990738,0.00003797302,0.000007214764,0.003750755,0.937088,0.05638953,0.0004632419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009934532,0.02772352,0.0009156924,0.3643765,0.002885878,0.0003247905,0.00005661424,0.0002256166,0.5935569],"genre_scores_gemma":[0.9797331,0.001328966,0.001304177,0.0107665,0.005351877,0.00004708492,0.000005614299,0.00004305131,0.001419628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9697986,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2213848988877008,"score_gpt":0.4053767440475684,"score_spread":0.1839918451598676,"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."}}