{"id":"W3135693205","doi":"10.7202/1075401ar","title":"QU’EST-CE QUI VALIDE UNE INTERPRÉTATION ? QU’ELLE SOIT « VRAIE » OU QU’ELLE SOIT « JUSTE » ?","year":2021,"lang":"fr","type":"article","venue":"Science et Esprit","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003519417,0.000604749,0.0006000915,0.0002995183,0.002130045,0.001317368,0.001581443,0.0004156187,0.002356128],"category_scores_gemma":[0.002897575,0.0006309163,0.0003646466,0.003235823,0.005622116,0.003020164,0.0005403847,0.0006837593,0.001810155],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002370333,"about_ca_system_score_gemma":0.007712955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02187953,"about_ca_topic_score_gemma":0.03182712,"domain_scores_codex":[0.9918556,0.0008373294,0.001122476,0.001684459,0.002502998,0.001997109],"domain_scores_gemma":[0.9953008,0.0005624163,0.0005470713,0.001002346,0.001686674,0.0009006598],"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":[0.00003003898,0.0007910205,0.005049611,0.0002778156,0.000101987,0.000107504,0.3267832,0.003773471,0.01942037,0.5783782,0.05320898,0.01207778],"study_design_scores_gemma":[0.001128589,0.0002081815,0.01169317,0.0005780123,0.0002203213,0.0000749373,0.1944078,0.009947135,0.02163333,0.007997588,0.7503684,0.001742641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5512266,0.006636941,0.003583462,0.3110722,0.01630253,0.001360734,0.0002063394,0.0004282637,0.1091829],"genre_scores_gemma":[0.8854206,0.001932228,0.003629336,0.009218847,0.001186656,0.00004294642,0.00006662686,0.00006500286,0.09843773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6971593,"threshold_uncertainty_score":0.9997194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116821303923139,"score_gpt":0.4179511595758195,"score_spread":0.3011298556526805,"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."}}