{"id":"W4391436678","doi":"10.18432/ari29796","title":"Art/Research: Editorial","year":2024,"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":"Mount Saint Vincent University","keywords":"Art; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008441423,0.0002562487,0.0002570538,0.001555362,0.002674113,0.003330366,0.001262686,0.0001194051,0.0415816],"category_scores_gemma":[0.0003777211,0.0001991575,0.0003049762,0.000360599,0.00214765,0.001419752,0.0003547031,0.003900266,0.01538349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004769685,"about_ca_system_score_gemma":0.0007903411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002106115,"about_ca_topic_score_gemma":0.0002158013,"domain_scores_codex":[0.9915899,0.0009040423,0.0006072109,0.0005792493,0.004994537,0.00132506],"domain_scores_gemma":[0.9948946,0.00174348,0.00003902394,0.0002659327,0.002468773,0.0005881998],"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":[0.0002155126,0.0002169503,0.00001986668,0.00003315322,0.0002000837,0.0005600687,0.0200533,0.000009305889,0.0001932892,0.3476319,0.6278267,0.003039839],"study_design_scores_gemma":[0.0004543085,0.0005784715,0.00005576525,0.0002789479,0.00001152628,0.0002129311,0.02007215,0.001487632,0.00005651656,0.08390958,0.8926768,0.0002053764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00905023,0.001089737,0.001173883,0.03169857,0.0273233,0.0004660963,0.0002274738,0.0001675148,0.9288032],"genre_scores_gemma":[0.6866928,0.0005099868,0.00009765122,0.00003688108,0.114593,0.00009954079,0.00007246063,0.00006787902,0.1978299],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7309734,"threshold_uncertainty_score":0.9986243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2358579974577733,"score_gpt":0.4645685284502666,"score_spread":0.2287105309924933,"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."}}