{"id":"W2035877559","doi":"10.1080/15505170.2004.10411470","title":"Inside the Visible: Arts-Based Educational Research as Excess","year":2004,"lang":"en","type":"article","venue":"Journal of Curriculum and Pedagogy","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; The arts; Mathematics education; Pedagogy; Visual arts; Psychology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02438472,0.0005768291,0.0009859627,0.006866265,0.006194481,0.0292258,0.002106633,0.004911177,0.01552724],"category_scores_gemma":[0.03775378,0.0007287786,0.0006323996,0.006445582,0.05126194,0.03855256,0.0164513,0.004810483,0.001300285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004534112,"about_ca_system_score_gemma":0.005684339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008898341,"about_ca_topic_score_gemma":0.001338251,"domain_scores_codex":[0.9833913,0.0119725,0.0004993848,0.00102588,0.002447941,0.0006629814],"domain_scores_gemma":[0.9301892,0.0522103,0.002763069,0.009487299,0.002838478,0.002511603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001277207,0.00001501213,0.0002632879,0.00005622599,0.000004594836,0.00004102213,0.005878632,0.0000663219,0.00008180569,0.9844097,0.001229817,0.007940775],"study_design_scores_gemma":[0.00001415059,0.00001625167,0.000217219,0.0001958682,0.0000146923,0.0001003425,0.006037353,0.0003025977,0.0002584969,0.9523904,0.04044333,0.000009286292],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0498736,0.02576096,0.07602474,0.07162239,0.002142631,0.0001280951,0.0001637722,0.0003101822,0.7739736],"genre_scores_gemma":[0.926511,0.007834721,0.01639003,0.004433677,0.001529961,0.0001661523,0.00008229727,0.0003435377,0.04270862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0292258,"threshold_uncertainty_score":0.1289603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138645890517799,"score_gpt":0.4286920747806288,"score_spread":0.3148274857288489,"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."}}