{"id":"W7101401471","doi":"10.18432/ari29907","title":"Editorial","year":2025,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Mount Saint Vincent University","funders":"Mount Saint Vincent University","keywords":"","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004063349,0.001705489,0.001336553,0.002681511,0.00200159,0.006030918,0.001847932,0.007550942,0.06473906],"category_scores_gemma":[0.01933582,0.0006333716,0.001402437,0.001073511,0.001412184,0.002834529,0.001328927,0.008646393,0.04964764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245113,"about_ca_system_score_gemma":0.002987686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164019,"about_ca_topic_score_gemma":0.00306368,"domain_scores_codex":[0.9964163,0.0004121305,0.0003055044,0.000677562,0.001846156,0.0003423946],"domain_scores_gemma":[0.9807731,0.003319093,0.001058489,0.001072255,0.0105311,0.003246013],"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":[0.00001848589,0.000007309593,0.00002114786,0.000124116,0.000004625821,0.00005808648,0.000005060258,0.000007848033,0.00007466714,0.0002208029,0.9932126,0.006245204],"study_design_scores_gemma":[0.00001569883,0.00001301321,0.0001653325,0.0001979799,0.000006747176,0.00009748813,0.00001818915,0.00002208233,0.0001019624,0.0003205411,0.9990362,0.000004768448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006775306,0.003506662,0.00009722101,0.02741561,0.9584274,0.00004031803,0.0001638793,0.0000920005,0.01018928],"genre_scores_gemma":[0.001246802,0.005433104,0.0002353675,0.03647484,0.8816374,0.00005596283,0.0002317357,0.00009110784,0.07459374],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06473906,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07906685433145733,"score_gpt":0.4190552519503426,"score_spread":0.3399883976188853,"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."}}