{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00199938,0.0008698347,0.0006660967,0.001240983,0.00278242,0.007577514,0.001936693,0.003563786,0.3474423],"category_scores_gemma":[0.00948075,0.0003210433,0.0007433121,0.00103241,0.00109263,0.003651069,0.002586034,0.003995613,0.2265963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003024273,"about_ca_system_score_gemma":0.005245655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516081,"about_ca_topic_score_gemma":0.009073557,"domain_scores_codex":[0.9973798,0.0002669442,0.000151324,0.0005185223,0.001412435,0.0002709719],"domain_scores_gemma":[0.9940494,0.0008804537,0.0002396908,0.0005023113,0.003325535,0.001002564],"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":[0.00001219097,0.000009802768,0.00008682257,0.00009233889,0.000001593133,0.00003619835,0.00009495448,0.0000187421,0.00009374938,0.005591653,0.9652269,0.02873496],"study_design_scores_gemma":[0.000001158227,0.00000408296,0.00009139432,0.00006541725,7.879636e-7,0.00003497215,0.00005132226,0.000008443259,0.0000254147,0.0006286189,0.999086,0.000002402712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008665537,0.01498629,0.003199624,0.1122427,0.295135,0.0002165393,0.002931848,0.001347097,0.5690744],"genre_scores_gemma":[0.005944916,0.01077194,0.002091162,0.0323968,0.05353959,0.0001360607,0.003108072,0.0007402872,0.8912712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6525577,"threshold_uncertainty_score":0.9307944,"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."}}