{"id":"W2899403143","doi":"10.1386/eta.14.2.257_5","title":"Book Reviews","year":2018,"lang":"en","type":"article","venue":"International Journal of Education through Art","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Praxis; Sociology; Art history; Humanities; Art; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000223043,0.00008052358,0.0001192407,0.0001204605,0.0001126326,0.0001267207,0.0002860019,0.00001664849,0.03769898],"category_scores_gemma":[0.0001236341,0.00006458713,0.0000869012,0.00002522816,0.0001447064,0.0007154867,0.00002150313,0.0000807128,0.003051258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031824,"about_ca_system_score_gemma":0.0004386514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007337971,"about_ca_topic_score_gemma":0.00001808617,"domain_scores_codex":[0.9990121,0.00003390974,0.0005079584,0.00007981343,0.0002816921,0.00008454122],"domain_scores_gemma":[0.998055,0.00002683695,0.000417175,0.00009285583,0.001352638,0.0000555044],"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":[0.00001372237,0.0001568532,0.00006049063,0.000002108058,0.00003250148,4.300928e-7,0.03312315,8.935078e-8,0.00001107637,0.05931431,0.8998095,0.007475731],"study_design_scores_gemma":[0.0001249175,0.00005453365,0.0001286712,0.00007343831,0.000008635508,0.00003546127,0.002408327,8.284374e-7,0.0002269552,0.005223973,0.9916409,0.00007335388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002323621,0.006892409,0.002611126,0.03302162,0.04374409,0.0001825472,0.000004571111,0.00002393321,0.9111961],"genre_scores_gemma":[0.144945,0.003548883,0.008806233,0.1290051,0.03784444,0.00003340331,0.00004714146,0.00003761073,0.6757322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2354639,"threshold_uncertainty_score":0.997725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05217354567249413,"score_gpt":0.350648041979725,"score_spread":0.2984744963072309,"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."}}