{"id":"W3118851768","doi":"10.7202/1073936ar","title":"Introduction","year":2020,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000173122,0.0002416064,0.0003338583,0.00006917006,0.000901423,0.00006985425,0.0001870908,0.0001286587,0.008567263],"category_scores_gemma":[0.0001224255,0.0002890799,0.0001881484,0.00008604641,0.000531575,0.000186029,0.00003435392,0.0004412111,0.002121166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004007903,"about_ca_system_score_gemma":0.0001354857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005820523,"about_ca_topic_score_gemma":0.06433763,"domain_scores_codex":[0.9984289,0.0001301083,0.0003036628,0.000431805,0.00009963116,0.0006058947],"domain_scores_gemma":[0.998961,0.00004548376,0.0001175526,0.0002217444,0.00009866876,0.0005555125],"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":[0.00002724787,0.00002545109,0.000008274235,0.0001878099,0.00005456044,0.00007564351,0.08113257,0.00005547547,0.0000559341,0.4760045,0.4085414,0.03383119],"study_design_scores_gemma":[0.0001739119,0.0002103792,0.00002995581,0.00003700973,0.00009220968,0.00002109173,0.00245246,0.0002057082,0.00001733348,0.001129874,0.9953081,0.000321976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1240942,0.02555487,0.0005942967,0.4413153,0.02933912,0.001006856,0.0008180935,0.0003902772,0.3768869],"genre_scores_gemma":[0.1828804,0.0005456361,0.0001772653,0.004966084,0.07874181,0.00002069962,0.0001468478,0.00009863727,0.7324226],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5867667,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963056307236092,"score_gpt":0.174896380611635,"score_spread":0.1552658175392741,"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."}}