{"id":"W2564237055","doi":"10.25071/1916-4467.40315","title":"Book Review Frontispiece","year":2016,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"The arts; Work (physics); Sociology; History; Art history; Visual arts; Art; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000692276,0.00006774727,0.0002196768,0.00005035463,0.0006030485,0.00003515389,0.0001680408,0.00001983274,0.0007173687],"category_scores_gemma":[0.002214992,0.0000303718,0.0001894652,0.00002894327,0.00009149388,0.000158552,0.00001893271,0.00007307687,0.0000351205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208605,"about_ca_system_score_gemma":0.0002151315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068601,"about_ca_topic_score_gemma":0.08739253,"domain_scores_codex":[0.99912,0.00007402997,0.0002653901,0.00005361797,0.0002792746,0.0002076625],"domain_scores_gemma":[0.9979435,0.0002109479,0.0004496571,0.00006642222,0.001237237,0.00009218758],"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":[0.000001132112,0.000006346882,0.00252342,0.00004170482,0.0002143748,7.233306e-7,0.0003994677,4.693371e-8,6.88796e-7,0.02094854,0.9751819,0.0006816576],"study_design_scores_gemma":[0.0002036767,0.00003973912,0.0006261333,0.0006993285,0.00009481703,0.000001502379,0.0009216305,5.662054e-7,0.000004202226,0.0008671748,0.9964888,0.00005241221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003880257,0.5876526,0.00005326645,0.3494553,0.002057643,0.0007836112,0.0002937643,0.00001298759,0.05930283],"genre_scores_gemma":[0.1261448,0.07170255,0.00005377516,0.02515803,0.002825988,0.00006018404,0.000001622006,0.00003156238,0.7740215],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7147186,"threshold_uncertainty_score":0.9292602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605529305079751,"score_gpt":0.3045760981803718,"score_spread":0.2685208051295743,"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."}}