{"id":"W2980429958","doi":"10.21814/diacritica.473","title":"A defense of artistic research","year":2019,"lang":"en","type":"article","venue":"Diacrítica","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Exemplification; Value (mathematics); Set (abstract data type); Aesthetics; Epistemology; Aesthetic value; Sociology; Art; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02811894,0.001078903,0.001169031,0.004223029,0.01052316,0.02036821,0.003483042,0.00764975,0.007777798],"category_scores_gemma":[0.02387099,0.0006525627,0.001354931,0.002610124,0.09047288,0.01820157,0.01548102,0.01471126,0.001695849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006983218,"about_ca_system_score_gemma":0.006308177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184311,"about_ca_topic_score_gemma":0.001805966,"domain_scores_codex":[0.9748945,0.01233173,0.001280023,0.004064654,0.006115619,0.001313457],"domain_scores_gemma":[0.9709535,0.01413679,0.002188927,0.007279932,0.003986054,0.001454801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003543644,0.00000341394,0.0000253367,0.00001857964,0.000002181421,0.000006831563,0.0006256127,0.00002999745,0.00002889951,0.9980451,0.0004542379,0.0007562579],"study_design_scores_gemma":[0.00001345171,0.00001417773,0.00006299198,0.0001386479,0.000006570422,0.00006120858,0.001119376,0.0001628062,0.0002307174,0.9426306,0.0555502,0.000009141931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01295916,0.007057853,0.04896626,0.08355758,0.001228483,0.00009150477,0.0001166948,0.0001207635,0.8459017],"genre_scores_gemma":[0.8980731,0.003114038,0.01966004,0.01638083,0.002325133,0.0004728879,0.0001538434,0.0001589437,0.05966122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894769,"threshold_uncertainty_score":0.1487089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298855661502838,"score_gpt":0.3675989900889094,"score_spread":0.2377134239386256,"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."}}