{"id":"W4386158335","doi":"10.18432/ari29770","title":"Art/Research Cover: Artwork","year":2023,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Visual arts; Art; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006114143,0.0002776976,0.0003048901,0.001648913,0.003544676,0.001361663,0.001349634,0.0001137248,0.01616354],"category_scores_gemma":[0.0002333736,0.0002437218,0.0003326573,0.00007773728,0.001696853,0.001070402,0.0004309478,0.002417539,0.02576824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339703,"about_ca_system_score_gemma":0.0004509026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003582981,"about_ca_topic_score_gemma":0.001381302,"domain_scores_codex":[0.9930515,0.0006615242,0.0007038877,0.0005262577,0.003302623,0.001754166],"domain_scores_gemma":[0.9961756,0.001000438,0.00009136728,0.000381978,0.001714669,0.0006358915],"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":[0.0001975836,0.0003396236,0.0002119019,0.00002641506,0.0002176539,0.0006261498,0.13454,0.0002793834,0.000136453,0.1153728,0.7467788,0.001273213],"study_design_scores_gemma":[0.0007961588,0.0003657702,0.0006533596,0.0001307317,0.00001032453,0.0001715695,0.01087541,0.002950093,0.00005089822,0.1438481,0.8398945,0.0002530775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08798882,0.0002441589,0.0004949943,0.0509049,0.004649851,0.0005664962,0.0003711954,0.0002883598,0.8544912],"genre_scores_gemma":[0.5989842,0.0005814391,0.00006097867,0.0002431579,0.006323601,0.00006794393,0.0001699154,0.00006510589,0.3935037],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5109953,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3052576615471408,"score_gpt":0.448306853789642,"score_spread":0.1430491922425011,"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."}}