{"id":"W4251319638","doi":"10.7202/1032750ar","title":"Introduction","year":2015,"lang":"en","type":"article","venue":"RACAR Revue d art canadienne","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Section (typography); Discipline; The arts; Sociology; Media studies; Library science; Engineering ethics; Visual arts; Art; Social science; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002600062,0.00007513748,0.0001084257,0.00006393088,0.0001663892,0.00005627365,0.00008895558,0.00001874577,0.004683399],"category_scores_gemma":[0.0001564064,0.00006832326,0.00003026077,0.00003367886,0.0001578059,0.0001396526,0.00002486885,0.0001000552,0.002144099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466663,"about_ca_system_score_gemma":0.00006228777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002745719,"about_ca_topic_score_gemma":0.05036764,"domain_scores_codex":[0.9992966,0.0000366063,0.0001131373,0.0001668932,0.00008568132,0.0003010703],"domain_scores_gemma":[0.9993248,0.00002121105,0.0000291067,0.0001688688,0.0001776451,0.0002783489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001115616,0.00001320669,0.0001060919,0.000006884493,0.00001128452,0.00001495071,0.00448069,0.000005480582,0.00001117633,0.7215606,0.2657559,0.008022582],"study_design_scores_gemma":[0.0001271323,0.00008252852,0.00005885414,0.000005962872,0.00000800771,0.00001467853,0.007531572,0.0001473742,0.00001997521,0.001662446,0.9902522,0.00008926233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1647355,0.000115744,0.0001639947,0.009066561,0.0006799426,0.0001736831,0.00003833611,0.00008587742,0.8249403],"genre_scores_gemma":[0.7073425,0.000004615029,0.00004707519,0.00009511947,0.004100434,0.00001294366,0.00003814882,0.00001166595,0.2883475],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7244963,"threshold_uncertainty_score":0.9986328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05953305183567358,"score_gpt":0.2376673277079691,"score_spread":0.1781342758722955,"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."}}