{"id":"W4235957128","doi":"10.7202/1072576ar","title":"A Reflection on Arts-Based Research","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"The arts; Scientism; Certainty; Sociology; Educational research; Arts in education; Context (archaeology); Epistemology; Visual arts; Social science; Art; History; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03679983,0.0008461162,0.001336808,0.002513017,0.01723837,0.02368152,0.003569215,0.02561671,0.007369697],"category_scores_gemma":[0.04081566,0.0006058262,0.001565816,0.002376756,0.09706996,0.03300078,0.01557859,0.04848509,0.001799689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01239768,"about_ca_system_score_gemma":0.01241732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013041,"about_ca_topic_score_gemma":0.01011506,"domain_scores_codex":[0.9645334,0.01967883,0.001234222,0.004442609,0.007382121,0.002728826],"domain_scores_gemma":[0.955954,0.03376954,0.001395954,0.002312718,0.00373013,0.002837701],"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":[0.0000170421,0.00003677925,0.0001536313,0.0001455259,0.000006019081,0.0004584237,0.04686895,0.00006188116,0.0002363081,0.8680353,0.07768846,0.006291751],"study_design_scores_gemma":[0.00001283284,0.00002158591,0.00021008,0.0006334364,0.000004302049,0.0004125153,0.03032037,0.00007564561,0.0001996268,0.1537983,0.8142881,0.00002329854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003260154,0.01434944,0.001389746,0.9203316,0.01061637,0.00001843776,0.00002142537,0.00002119677,0.04999169],"genre_scores_gemma":[0.1724862,0.01562046,0.003156677,0.7404025,0.0133863,0.0001450405,0.0000253479,0.0001698685,0.05460754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03679983,"threshold_uncertainty_score":0.1946185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4865334983985539,"score_gpt":0.4643161356483188,"score_spread":0.02221736275023511,"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."}}