{"id":"W4398223221","doi":"10.62694/efh.2024.30","title":"Deepening Understandings of Social Accountability Using the Arts and Storytelling","year":2024,"lang":"en","type":"article","venue":"Education for Health","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; NOSM University; Lakehead University","funders":"","keywords":"Storytelling; Accountability; The arts; Sociology; Political science; Visual arts; Art; Narrative; Literature; Law","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":[0.009671495,0.0007650488,0.000301093,0.002920682,0.006391772,0.009953551,0.001562574,0.001593454,0.005432789],"category_scores_gemma":[0.009293732,0.0002910419,0.0005171512,0.001460876,0.0334275,0.01229602,0.008832728,0.003851051,0.000358212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004693451,"about_ca_system_score_gemma":0.002647996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022041,"about_ca_topic_score_gemma":0.00249195,"domain_scores_codex":[0.9878511,0.01012532,0.0002275786,0.0004925491,0.000809865,0.000493642],"domain_scores_gemma":[0.981411,0.01579346,0.0009971074,0.0007417491,0.0005066603,0.0005498665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003117999,0.00005336667,0.002010488,0.0003085365,0.00000971706,0.0005516578,0.7964476,0.0005178018,0.0006386463,0.1705206,0.002062795,0.02684758],"study_design_scores_gemma":[0.00001888977,0.00008350844,0.002186855,0.001318866,0.00001735364,0.0009575957,0.5930566,0.001667767,0.001909956,0.1126406,0.2861021,0.00004003982],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4393356,0.00908416,0.1274539,0.03565138,0.0008045572,0.0006288142,0.0002475029,0.0003064377,0.3864876],"genre_scores_gemma":[0.9794379,0.002404174,0.009573821,0.0008983623,0.0001124075,0.0002424284,0.00005745037,0.00004975122,0.007223595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009953551,"threshold_uncertainty_score":0.05114836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726104321587845,"score_gpt":0.5016502456650761,"score_spread":0.3290398135062916,"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."}}