{"id":"W2265261221","doi":"","title":"Tales of transformation through children's global arts: a living dissertation","year":2007,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Transformation (genetics); Visual arts; Art; Sociology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004874987,0.0001516934,0.0002558332,0.0002069738,0.001212508,0.00008407531,0.0001721395,0.0001586877,0.0003634913],"category_scores_gemma":[0.0000749715,0.0001767114,0.00008440351,0.0001362948,0.0002588211,0.0004206921,0.00002391565,0.0004671406,0.00001185395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173497,"about_ca_system_score_gemma":0.0002469281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910779,"about_ca_topic_score_gemma":0.002177141,"domain_scores_codex":[0.9984784,0.0001442637,0.0002611236,0.0002511126,0.0006260089,0.0002390901],"domain_scores_gemma":[0.9985808,0.0001815661,0.0002798512,0.0001224045,0.0007449466,0.00009041617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005840559,0.0003821718,0.01157431,0.001094667,0.0002798418,0.000008920841,0.9158399,0.00001908904,0.0005799766,0.06166856,0.001562506,0.006405999],"study_design_scores_gemma":[0.0006488299,0.0007235189,0.1715824,0.001260522,0.0001059196,0.000008088176,0.7242125,0.00007436503,0.0005863959,0.00110723,0.09916507,0.0005252612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860086,0.0004103328,0.00007269717,0.0000378271,0.0005607342,0.0002476589,0.00001257973,0.00003751485,0.1385347],"genre_scores_gemma":[0.9667067,0.0001684635,0.0001621419,0.000002474968,0.0002180581,0.000001026916,0.0004094522,0.00001268749,0.03231902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916275,"threshold_uncertainty_score":0.9325756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601936459824979,"score_gpt":0.3043699523971383,"score_spread":0.2783505877988885,"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."}}