{"id":"W2135693043","doi":"10.17763/haer.83.3.24407v6563122080","title":"Responding to “Why the Arts Don't Do Anything: Toward a New Vision for Cultural Production in Education”","year":2013,"lang":"en","type":"article","venue":"Harvard Educational Review","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Rhetoric; Sociology; Arts in education; Curriculum; Visual arts education; Performing arts education; Pedagogy; Aesthetics; Social science; Visual arts; Art; Linguistics; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005313169,0.0001628892,0.0001893729,0.000231431,0.0004037429,0.0003459681,0.0002177875,0.0000236833,0.01134144],"category_scores_gemma":[0.0008740902,0.0001101122,0.00008537831,0.0002610852,0.00004685491,0.0005851003,0.00003520653,0.0001033733,0.002606547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125101,"about_ca_system_score_gemma":0.001110438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001785725,"about_ca_topic_score_gemma":0.00007761286,"domain_scores_codex":[0.9986817,0.00006481053,0.000452999,0.00032493,0.0002516159,0.00022396],"domain_scores_gemma":[0.9987941,0.0001407003,0.0001333619,0.000262291,0.0005159944,0.0001535934],"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":[0.000005081451,0.0001029503,0.00006356188,0.0002136069,0.000006380068,1.124955e-8,0.02127756,0.000001327329,0.00001021311,0.137156,0.8126484,0.02851493],"study_design_scores_gemma":[0.0000578147,0.0000198779,0.002368177,0.001458658,0.00001427375,0.00000471875,0.004290516,0.00000157952,0.0000108888,0.009334452,0.9822765,0.0001625478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01719955,0.01650268,0.00009041822,0.9112213,0.009048458,0.006953283,0.000009704969,0.00007767069,0.03889697],"genre_scores_gemma":[0.1240364,0.01350631,0.02132395,0.1649947,0.01361834,0.01384498,0.0006436697,0.0001202666,0.6479114],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7462266,"threshold_uncertainty_score":0.99817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0639456415762399,"score_gpt":0.3476723340086388,"score_spread":0.283726692432399,"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."}}