{"id":"W6908457976","doi":"10.26188/13298579","title":"C+AARP INSIDE|OUTSIDE Response 1, 2020","year":2020,"lang":"en","type":"book","venue":"Figshare","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liminality; Visual arts education; Art school; Metropolitan area; The arts; Fine art; Art criticism; Contemporary art; Provocation test; Audience response","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004168189,0.0002896178,0.0002807746,0.00008421674,0.0002511785,0.0002309175,0.0002693541,0.000136899,0.8857507],"category_scores_gemma":[0.000566503,0.0002783544,0.0001369825,0.00001856839,0.00001976657,0.0001002441,0.0001767767,0.0003500622,0.1213489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674145,"about_ca_system_score_gemma":0.001618139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001769795,"about_ca_topic_score_gemma":0.00005616963,"domain_scores_codex":[0.9988152,0.00004668903,0.0003032268,0.000349475,0.0002794128,0.0002060352],"domain_scores_gemma":[0.9989901,0.0002090745,0.0001777403,0.0002669423,0.0001785927,0.0001776153],"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":[0.00004238587,0.000009166762,8.10977e-8,0.0001184843,0.00003090961,0.00004322025,0.0146846,1.514488e-7,1.639391e-7,0.002146125,0.9823381,0.0005866062],"study_design_scores_gemma":[0.00009995147,0.00003373931,0.0000206525,0.001030523,0.00001032291,0.000003201203,0.0003614002,0.000001657764,0.000005645041,0.000939491,0.997132,0.0003614318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.67508e-7,0.0003474228,3.123615e-8,0.002025405,0.0004050844,0.0002369836,0.1565684,0.0001790516,0.8402371],"genre_scores_gemma":[0.00007701336,0.000004571974,0.00001738898,0.005538416,0.001957041,0.0001269439,0.1767196,0.00005878775,0.8155002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7644017,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08055306920860884,"score_gpt":0.2529355619716803,"score_spread":0.1723824927630714,"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."}}