{"id":"W1754532808","doi":"10.7202/1079436ar","title":"A Reflection on Arts‐Based Research","year":2021,"lang":"en","type":"article","venue":"Philosophical Inquiry in Education","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"The arts; Scientism; Certainty; Sociology; Epistemology; Educational research; Context (archaeology); Arts in education; Mill; Social science; Visual arts; Philosophy; Art; History","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":[0.04000982,0.0009544102,0.001530438,0.002564471,0.0167704,0.02469271,0.004046019,0.02845841,0.007328385],"category_scores_gemma":[0.04374084,0.0006865377,0.001794989,0.002662172,0.09626787,0.0376986,0.01597801,0.05179095,0.002152728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01316938,"about_ca_system_score_gemma":0.01357242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009693927,"about_ca_topic_score_gemma":0.009407807,"domain_scores_codex":[0.9612706,0.02308693,0.001298759,0.004411973,0.007240939,0.002690711],"domain_scores_gemma":[0.9459248,0.04284441,0.001554634,0.002383655,0.00416911,0.003123371],"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":[0.00002134019,0.00004597685,0.0001572421,0.0002042349,0.000007764648,0.0005309894,0.05202808,0.00008383093,0.0002715091,0.8266944,0.1124178,0.00753677],"study_design_scores_gemma":[0.00001285785,0.00002068364,0.0001821762,0.0007270382,0.000004268338,0.0003796263,0.0276466,0.00007623666,0.0001851172,0.1425401,0.8282014,0.00002400431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002052341,0.01574438,0.001241088,0.9351628,0.0111333,0.00001694785,0.00002094511,0.00001809036,0.0346102],"genre_scores_gemma":[0.1179785,0.01895663,0.003158476,0.7972451,0.01473017,0.0001514229,0.00002622499,0.000158845,0.04759464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04000982,"threshold_uncertainty_score":0.2115946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5215025165210573,"score_gpt":0.5063624636295608,"score_spread":0.01514005289149645,"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."}}