{"id":"W4366465538","doi":"10.33137/ic.v6i.40985","title":"Kenneth Bagnell, Canadese. A Portrait of the Italian Canadians","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Portrait; Art; Art history","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004863579,0.0001462976,0.000224942,0.0008395659,0.001434625,0.0002068249,0.0008197999,0.0001733021,0.00219127],"category_scores_gemma":[0.0003126397,0.0001718547,0.0001953492,0.002212021,0.001128194,0.0001768276,0.00003056299,0.0002088268,0.0002657434],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00273509,"about_ca_system_score_gemma":0.01154776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9994264,"about_ca_topic_score_gemma":0.9999852,"domain_scores_codex":[0.9977696,0.0001327273,0.0003031005,0.000304341,0.0005552654,0.00093495],"domain_scores_gemma":[0.9980534,0.00006233966,0.0001252058,0.0005051846,0.0001092941,0.001144574],"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":[0.000001507435,0.000006528664,0.001285797,0.00002212356,0.00003388936,0.0001541298,0.009703682,0.00002259553,0.00002600639,0.03528931,0.9503589,0.003095576],"study_design_scores_gemma":[0.00009579331,0.00001052055,0.02515042,0.00002961743,0.00002509567,0.000003173672,0.004425235,0.000009522984,0.000003903041,0.000696181,0.9693411,0.0002094293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1604929,0.001172298,0.00000168835,0.06339887,0.00535828,0.001013242,0.002969522,0.0002300354,0.7653632],"genre_scores_gemma":[0.771095,0.00008413471,0.00000919818,0.001514324,0.0003575721,0.00002074967,0.00002395444,0.00003785183,0.2268572],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6106021,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199933459988659,"score_gpt":0.2258498656213608,"score_spread":0.2138505310214742,"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."}}