{"id":"W6906449071","doi":"10.17613/ddt92-3zj94","title":"OAH - CanadARThistories A New Course UAAC2022 - slides","year":2023,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Cultural History and Identity Formation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Course (navigation); Focus (optics); MEDLINE; Subject (documents)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.00008374928,0.0001517606,0.0001730871,0.0003450397,0.001503596,0.0001071501,0.0003030607,0.00005018559,0.00165227],"category_scores_gemma":[0.00002132592,0.0001651353,0.0001184086,0.0003569341,0.0002468447,0.0008367382,0.0001060439,0.0001706556,0.001779358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003371645,"about_ca_system_score_gemma":0.0002881124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004020496,"about_ca_topic_score_gemma":0.9103864,"domain_scores_codex":[0.9992211,0.00005889521,0.0001395587,0.0001761743,0.0001404537,0.0002637946],"domain_scores_gemma":[0.9993397,0.00004850594,0.00006616405,0.0002272157,0.000152786,0.0001656171],"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":[0.00001474711,0.00003697009,0.0002267503,0.00003011334,0.00002619323,0.00002801774,0.034614,0.000004509891,0.00001250923,0.3420106,0.6217403,0.00125524],"study_design_scores_gemma":[0.0003270229,0.00004398371,0.00121125,0.00003014252,0.0000844682,0.000002504176,0.005439314,0.00001592874,0.00001229848,0.0005085238,0.9921081,0.0002164596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2378325,0.0005034513,0.00001299626,0.001058021,0.002817013,0.0001574978,0.00008771191,0.0005665654,0.7569643],"genre_scores_gemma":[0.5392132,0.00000252459,0.000001512694,0.000005757266,0.0003040508,5.22684e-7,0.00009384432,0.000008888979,0.4603696],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9063659,"threshold_uncertainty_score":0.9997963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04879775563312078,"score_gpt":0.2212993778477204,"score_spread":0.1725016222145996,"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."}}