{"id":"W4311613689","doi":"10.18432/ari29722","title":"Art/Research Theoretical Musings: Artwork","year":2022,"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":"","funders":"","keywords":"Visual arts; Art; Aesthetics","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":[],"consensus_categories":[],"category_scores_codex":[0.008431838,0.001119582,0.0006836372,0.004930009,0.007472205,0.01114706,0.002446476,0.003825956,0.05774947],"category_scores_gemma":[0.0288996,0.0005306737,0.0008892743,0.003720572,0.02398697,0.01799372,0.0106052,0.006545442,0.007712492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004101181,"about_ca_system_score_gemma":0.003600143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118696,"about_ca_topic_score_gemma":0.002914698,"domain_scores_codex":[0.990079,0.005946309,0.0005114409,0.001095374,0.002007375,0.0003604412],"domain_scores_gemma":[0.9820172,0.01076464,0.0007041171,0.003575727,0.00204143,0.000896887],"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":[0.0000387798,0.0000308231,0.0001118552,0.0006830024,0.00001843102,0.00009600674,0.01110531,0.0002769315,0.0004540897,0.8527218,0.07870102,0.05576209],"study_design_scores_gemma":[0.00002562718,0.00001605763,0.0001820145,0.0007726102,0.00001988653,0.000348843,0.01174456,0.0005075246,0.0004697358,0.3631035,0.6227913,0.00001839504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007927575,0.01553726,0.09496811,0.1148349,0.02826668,0.0004316834,0.0005523282,0.0006402999,0.7368413],"genre_scores_gemma":[0.5390113,0.01351564,0.1219654,0.0344369,0.02371501,0.001628835,0.001428472,0.002624946,0.2616735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05774947,"threshold_uncertainty_score":0.1931912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643705974050493,"score_gpt":0.4266029300182597,"score_spread":0.2622323326132104,"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."}}