{"id":"W4416914705","doi":"10.7202/1121857ar","title":"UAAC Awards","year":2025,"lang":"en","type":"article","venue":"RACAR Revue d art canadienne","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005227627,0.0009227273,0.001148965,0.004138014,0.006701597,0.01390266,0.002521666,0.006581015,0.6376421],"category_scores_gemma":[0.02128803,0.0004805961,0.001135148,0.001829887,0.001411048,0.003425239,0.008535775,0.006079378,0.438647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004412151,"about_ca_system_score_gemma":0.01349144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015378,"about_ca_topic_score_gemma":0.03434553,"domain_scores_codex":[0.9906706,0.001001129,0.0002030395,0.0005962281,0.005543903,0.001985114],"domain_scores_gemma":[0.9802055,0.0008186967,0.0003300939,0.0008750434,0.008615071,0.00915556],"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":[0.00001452963,0.00002217419,0.00008816367,0.00002391011,0.000001845755,0.00002854533,0.00002273233,0.0000120248,0.00002135338,0.00459026,0.9789835,0.01619104],"study_design_scores_gemma":[0.000004277721,0.000006656891,0.0001537711,0.00004094913,0.000001368801,0.00003651802,0.00007466361,0.00002498374,0.0000165354,0.0007922269,0.9988439,0.000004194651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000688112,0.003245554,0.0007508355,0.06540631,0.08106267,0.0002094399,0.001112556,0.0008104841,0.8467141],"genre_scores_gemma":[0.0026233,0.0006801286,0.0003369171,0.006405629,0.004000207,0.00006038425,0.0003677749,0.0001777522,0.9853479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6376421,"threshold_uncertainty_score":0.5168595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006707180277170572,"score_gpt":0.222499993843679,"score_spread":0.2157928135665084,"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."}}