{"id":"W4311611895","doi":"10.18432/ari29720","title":"Art/Research Cover: Artwork","year":2022,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001091342,0.0009650803,0.0009714354,0.002207696,0.003167921,0.007903208,0.001523905,0.002567123,0.8193007],"category_scores_gemma":[0.005217274,0.0005925859,0.001037202,0.002627753,0.001770864,0.004366081,0.00355298,0.002856857,0.6674254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854269,"about_ca_system_score_gemma":0.00146373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001893995,"about_ca_topic_score_gemma":0.003924697,"domain_scores_codex":[0.9986547,0.000135845,0.00004906574,0.0002058516,0.0008444245,0.0001100787],"domain_scores_gemma":[0.9970809,0.0005698985,0.0001162903,0.0006803058,0.0009982162,0.0005545206],"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":[0.00002420028,0.00002064572,0.00001629076,0.0001613085,0.000001088005,0.00002095247,0.00003958687,0.00003106435,0.0002594619,0.002133097,0.972616,0.02467623],"study_design_scores_gemma":[0.000006884073,0.000007875485,0.0001689881,0.0001469215,0.000001243862,0.00005389216,0.0001040402,0.00002098642,0.0001014883,0.000943471,0.9984401,0.000004070758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002986791,0.002118843,0.00082208,0.005182693,0.0150737,0.0004587127,0.002485342,0.0008527403,0.9727073],"genre_scores_gemma":[0.003099433,0.0022677,0.001160219,0.002573457,0.006166592,0.0003483392,0.001686907,0.001181206,0.9815161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8193007,"threshold_uncertainty_score":0.2577456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2361580179928599,"score_gpt":0.4197833748868462,"score_spread":0.1836253568939863,"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."}}