{"id":"W2992231847","doi":"10.1007/978-3-030-01426-1_61-1","title":"Storied Assessment of the Aesthetic Experiences of Young Learners","year":2019,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Aesthetics; Visual arts; Mathematics education; 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":[0.0005393095,0.0002436574,0.0001867968,0.0008727447,0.0003478563,0.0013567,0.0003229906,0.0003135546,0.01191973],"category_scores_gemma":[0.001400123,0.0001001889,0.0002224768,0.0003769191,0.0005513644,0.0006585612,0.001450272,0.0006053087,0.001160928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562697,"about_ca_system_score_gemma":0.0003594014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00048224,"about_ca_topic_score_gemma":0.0008966911,"domain_scores_codex":[0.9997578,0.00005384598,0.00001121068,0.00001643596,0.0001372037,0.00002355701],"domain_scores_gemma":[0.9996321,0.0001462241,0.00003791433,0.00003307249,0.00008667949,0.00006399114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006928433,0.0003743367,0.02466752,0.0004214255,0.00003633353,0.001555296,0.01374848,0.001095295,0.101387,0.01088499,0.007044786,0.8380917],"study_design_scores_gemma":[0.00007122751,0.002463797,0.6121171,0.001435612,0.00009947472,0.0232724,0.04852624,0.007882859,0.09421702,0.05048044,0.1592192,0.0002146248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7116478,0.002995693,0.02016848,0.0004342611,0.0001660554,0.0002650481,0.0003543741,0.0001795635,0.2637887],"genre_scores_gemma":[0.8895411,0.001801149,0.01056889,0.0001191932,0.00003904085,0.0001056915,0.0001784946,0.00007116063,0.09757517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191973,"threshold_uncertainty_score":0.03987551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505993206648668,"score_gpt":0.3705879413331927,"score_spread":0.3355280092667061,"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."}}