{"id":"W4327795369","doi":"10.1007/978-981-19-8547-8_8","title":"Carriance: Stitching an Artist-Scholar Through Cyclical Time","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Philosophy, Ethics, and Existentialism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Visual arts; Art; Consciousness; Aesthetics; Art history; Sociology; Literature; 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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002743595,0.0004066114,0.0005852878,0.0005274019,0.001866419,0.0003221491,0.0005875698,0.0002599334,0.005413684],"category_scores_gemma":[0.001798882,0.0003976099,0.0001963448,0.00006994577,0.002970216,0.0003705728,0.0002620364,0.00267352,0.004673479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000613994,"about_ca_system_score_gemma":0.001215278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003035587,"about_ca_topic_score_gemma":0.001570871,"domain_scores_codex":[0.9958185,0.0002343982,0.0006441355,0.0008509569,0.001729577,0.0007224292],"domain_scores_gemma":[0.9952691,0.002369328,0.0001345281,0.0006793668,0.001376281,0.0001714566],"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":[0.00005693338,0.0001200091,0.000004431427,0.0001995552,0.0001509902,0.0000325033,0.02975898,0.00001896614,0.000007014302,0.9262004,0.04318964,0.0002605415],"study_design_scores_gemma":[0.0001758997,0.00009360107,0.00001838026,0.0005007833,0.00001777761,0.000001212456,0.001589807,0.00002366054,0.000003412425,0.5023708,0.4949199,0.0002847664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008240023,0.003237626,8.411535e-7,0.01774611,0.003351339,0.0005231765,0.0003772246,0.00008636053,0.9738533],"genre_scores_gemma":[0.02115601,0.0008742337,0.000218258,0.001215027,0.01362874,0.0003440682,0.0007812202,0.0001977677,0.9615847],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4517303,"threshold_uncertainty_score":0.9998476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5465870197182702,"score_gpt":0.5060640684225154,"score_spread":0.04052295129575478,"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."}}