{"id":"W4387480582","doi":"10.47854/anthropen.v1i1.52278","title":"Universel","year":2023,"lang":"en","type":"article","venue":"Anthropen","topic":"History, Culture, and Diplomacy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001618402,0.0007695393,0.0005596862,0.002149329,0.003015017,0.007797842,0.00148001,0.002097566,0.3153927],"category_scores_gemma":[0.004462762,0.0004194725,0.0006562981,0.001855089,0.001932524,0.007820853,0.005969619,0.002317518,0.1966864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680277,"about_ca_system_score_gemma":0.001195638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623441,"about_ca_topic_score_gemma":0.004095905,"domain_scores_codex":[0.9981954,0.0004802531,0.00009513025,0.0003874977,0.0006060018,0.0002357471],"domain_scores_gemma":[0.9986932,0.0001901149,0.00006959133,0.0005637885,0.0002972248,0.0001860158],"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":[0.00008411708,0.00003094019,0.0005389,0.0002404254,0.00001511511,0.000146952,0.001071947,0.0001683863,0.0008514162,0.4244867,0.4353085,0.1370567],"study_design_scores_gemma":[0.000002064901,0.000003113459,0.00007819972,0.00003292543,0.000001302329,0.00004101182,0.00006699252,0.00004898208,0.0001469019,0.00742003,0.9921545,0.000003999469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001734915,0.003892532,0.01615569,0.00715591,0.00412556,0.00009588573,0.003538956,0.005246434,0.958054],"genre_scores_gemma":[0.03643144,0.004425514,0.01463631,0.005479261,0.002164126,0.0002131579,0.006613907,0.00423624,0.9258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3153927,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06288160029527688,"score_gpt":0.2669547307692999,"score_spread":0.204073130474023,"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."}}