{"id":"W4385341429","doi":"10.61091/ars","title":"Ars Combinatoria","year":2023,"lang":"en","type":"paratext","venue":"Ars Combinatoria","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002361092,0.002145593,0.002580704,0.005500972,0.004645284,0.02363354,0.00200102,0.003107637,0.5433697],"category_scores_gemma":[0.009965954,0.001223259,0.001385378,0.009750637,0.003548947,0.01237672,0.005292234,0.008445491,0.4736993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008502576,"about_ca_system_score_gemma":0.004268494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007989556,"about_ca_topic_score_gemma":0.005117993,"domain_scores_codex":[0.9949853,0.0008297726,0.0004210251,0.001294732,0.00214857,0.0003205486],"domain_scores_gemma":[0.9948723,0.001077887,0.0003355286,0.001396191,0.001768055,0.0005500767],"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":[0.0000381359,0.00002883141,0.0001488811,0.0003087731,0.00001646576,0.00007003565,0.00010041,0.0002481283,0.0002666194,0.2697977,0.6522117,0.07676436],"study_design_scores_gemma":[0.000006264063,0.000007515349,0.0001354592,0.00006790708,0.000003887164,0.00008657463,0.00002851203,0.0001450411,0.00007112781,0.02978658,0.9696511,0.00000995043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003464637,0.003265721,0.004754185,0.005233712,0.006589619,0.00008066581,0.004300677,0.001603787,0.9738252],"genre_scores_gemma":[0.01339644,0.007603009,0.00597069,0.002645392,0.005304401,0.0002902212,0.006272333,0.002838437,0.9556791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4566303,"threshold_uncertainty_score":0.6513277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848788420724892,"score_gpt":0.2426118835709001,"score_spread":0.2141239993636512,"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."}}