{"id":"W4323660743","doi":"10.33137/ic.v20i.40113","title":"Identification and Ethnicity in Nino Ricci","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Ethnic group; Psychology; Geology; Biology; Anthropology; Sociology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001839824,0.0000409785,0.00005900323,0.0002073276,0.0001265088,0.00003274727,0.00006334657,0.00001539783,0.000440002],"category_scores_gemma":[0.00003111448,0.00003945069,0.000009673533,0.00009695858,0.000193283,0.0001333733,0.000005334045,0.00004661819,0.0002850475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006634757,"about_ca_system_score_gemma":0.00005076073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03699159,"about_ca_topic_score_gemma":0.4911239,"domain_scores_codex":[0.9995407,0.000008546845,0.00009353591,0.0001166559,0.00008595847,0.0001545485],"domain_scores_gemma":[0.9997643,0.00001153799,0.00001844864,0.00007987166,0.00001620548,0.0001096185],"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":[0.000003521675,0.00001571289,0.003100717,0.0000479076,0.000008163459,0.0001658251,0.1404585,0.000007905914,0.0008118284,0.08250834,0.7434751,0.0293965],"study_design_scores_gemma":[0.0001055623,0.00001544446,0.03070072,0.00001781829,0.000003422251,0.000001272052,0.006260442,0.0001589164,0.0000173657,0.000630187,0.9620064,0.00008243922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349712,0.0002021172,5.421163e-7,0.004821569,0.0005876718,0.00008459776,0.00002152205,0.00004062356,0.05927019],"genre_scores_gemma":[0.9400479,0.00001434426,0.000001010855,0.0005117364,0.0001244357,0.000005294744,0.000007772164,0.000003839332,0.0592837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4541323,"threshold_uncertainty_score":0.9694211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401794297095733,"score_gpt":0.2477313081609684,"score_spread":0.203713365190011,"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."}}