{"id":"W4410869167","doi":"10.1007/978-3-031-76485-1_65","title":"Complicated but Not Blurred","year":2025,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Blurred vision; Art; Psychology; Psychiatry","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":[0.001567966,0.0006785674,0.0005173181,0.001122463,0.002899316,0.009960055,0.001021227,0.002116472,0.05782637],"category_scores_gemma":[0.004682749,0.000443225,0.0003387645,0.001231518,0.01188886,0.01482379,0.005719447,0.00422282,0.02267355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873397,"about_ca_system_score_gemma":0.002857252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999892,"about_ca_topic_score_gemma":0.006236934,"domain_scores_codex":[0.9985344,0.0003995211,0.00005242781,0.0002958271,0.0005479733,0.0001699029],"domain_scores_gemma":[0.9987823,0.0002874558,0.0000501574,0.0003830237,0.0003318518,0.0001651942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001122086,0.000009070811,0.00007481364,0.00006182886,0.000003555888,0.00004929935,0.002188118,0.00004618709,0.0002574594,0.8504666,0.09708735,0.04974462],"study_design_scores_gemma":[0.000002439702,0.000005712307,0.0001305784,0.0001027972,0.000002162642,0.00008163246,0.001129152,0.00006729148,0.00008446522,0.1653911,0.8329964,0.000006330248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002098203,0.01295792,0.01557623,0.02968375,0.006437596,0.00004124601,0.0001429712,0.0003291888,0.9327329],"genre_scores_gemma":[0.06092061,0.00874962,0.008298935,0.01117984,0.002295132,0.00008774287,0.000212957,0.000553143,0.907702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05782637,"threshold_uncertainty_score":0.1934485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238637074435559,"score_gpt":0.247174350656222,"score_spread":0.2247879799118664,"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."}}