{"id":"W6987055307","doi":"","title":"Robert Williams & Jack Aylward-Williams: Ars quotidianus cogitata: practice & collaborations 2005-2014","year":2014,"lang":"en","type":"other","venue":"Insight (University of Cumbria)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sculpture; Modernism (music); The arts; Performance art; Fine art; Public art; Painting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009976422,0.001241025,0.001976807,0.001804622,0.0005737403,0.0002064686,0.00194408,0.001562097,0.010476],"category_scores_gemma":[0.001376895,0.001677494,0.0005344213,0.002266307,0.001336566,0.001607222,0.0005569731,0.00113031,0.07780766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000794863,"about_ca_system_score_gemma":0.001408532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009718059,"about_ca_topic_score_gemma":0.1075539,"domain_scores_codex":[0.9934143,0.001093987,0.000696007,0.00175138,0.001808151,0.001236117],"domain_scores_gemma":[0.9908822,0.000799032,0.00272875,0.003004404,0.001757422,0.0008281876],"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":[0.0002795518,0.0005341634,0.0001309553,0.0002299106,0.001233337,0.0001154234,0.001032248,0.000184419,0.0005994147,0.001721381,0.9935917,0.0003475324],"study_design_scores_gemma":[0.002606443,0.0001036444,0.0001914116,0.0006345895,0.001342694,0.00006196155,0.0007252271,0.00004865924,0.00001414807,0.0001061906,0.9924701,0.001694923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005282442,0.003963202,0.01139201,0.00193356,0.002668709,0.002229695,0.004210864,0.001544387,0.9715293],"genre_scores_gemma":[0.0004198918,0.002486015,0.03373186,0.0004093094,0.000617717,0.000005645147,0.003241971,0.001660031,0.9574276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09783588,"threshold_uncertainty_score":0.9997341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254699744911367,"score_gpt":0.2463480484464343,"score_spread":0.2238010509973206,"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."}}