{"id":"W4238739043","doi":"10.3138/flor.20.018","title":"University of Regina","year":2003,"lang":"en","type":"article","venue":"Florilegium","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Liberal arts education; Graduate students; Sociology; Mathematics education; Art; Medical education; History; Visual arts; Pedagogy; Psychology; Political science; Higher education; Medicine; Law","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":[0.0007607257,0.0008922232,0.0006788681,0.001004498,0.002363865,0.00356159,0.0009768105,0.001227582,0.08383904],"category_scores_gemma":[0.002303724,0.000248104,0.0005345295,0.0008847349,0.0009394009,0.001183523,0.002215402,0.001284394,0.04234616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917599,"about_ca_system_score_gemma":0.003052794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127613,"about_ca_topic_score_gemma":0.01084653,"domain_scores_codex":[0.9992099,0.0001764663,0.00004032197,0.0002385329,0.0001573497,0.0001773282],"domain_scores_gemma":[0.9994272,0.000100614,0.0000819756,0.0001112408,0.0001430819,0.0001359015],"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":[0.001019821,0.0001570343,0.008192314,0.004110505,0.0001200191,0.004199383,0.007391933,0.001281387,0.004919865,0.1447301,0.4493379,0.3745397],"study_design_scores_gemma":[0.00001619079,0.00003304594,0.005222241,0.0004455664,0.00001385368,0.0007193087,0.0004923479,0.0000471136,0.0004311362,0.001770225,0.9907911,0.00001770403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04080423,0.06963278,0.001149649,0.01705706,0.004894145,0.0001498727,0.005276858,0.001548397,0.8594869],"genre_scores_gemma":[0.3120129,0.04434846,0.004157797,0.00331271,0.002408624,0.0002700523,0.003939516,0.0007285507,0.6288214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9161609,"threshold_uncertainty_score":0.2804695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620319821496596,"score_gpt":0.169833832359151,"score_spread":0.1536306341441851,"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."}}