{"id":"W2751352790","doi":"10.18432/r2x057","title":"Revisiting Questions from the 2017 NYU Forum on Ethnodrama","year":2017,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Library science; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003846591,0.000161479,0.0001719482,0.0001678207,0.01235175,0.0006102965,0.001731343,0.0001338589,0.001402444],"category_scores_gemma":[0.001540987,0.0001108683,0.0001618941,0.00008114051,0.0003495206,0.0008414385,0.0002505736,0.002840514,0.002873549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559854,"about_ca_system_score_gemma":0.0004657925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000166439,"about_ca_topic_score_gemma":0.0002355601,"domain_scores_codex":[0.9965996,0.0006418994,0.0005502052,0.0003180616,0.001171302,0.0007189416],"domain_scores_gemma":[0.995852,0.002097894,0.0003346698,0.0006416556,0.0007874045,0.0002863856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009781448,0.0006879371,0.08386989,0.00004161799,0.0004198822,0.0002051226,0.05241184,0.0002865308,0.0005439245,0.04341945,0.740972,0.0761637],"study_design_scores_gemma":[0.001483595,0.0002720838,0.3347356,0.002562099,0.00002632494,0.00006329839,0.02831686,0.001294043,0.00003658422,0.1216273,0.5092514,0.0003307231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4588169,0.0002637228,0.001025103,0.3072193,0.005381761,0.0004450001,0.0001473033,0.00005397463,0.2266469],"genre_scores_gemma":[0.9768528,0.0003506329,0.0002890399,0.0006529489,0.005524323,0.00007161679,0.00006326221,0.00003032123,0.01616509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180359,"threshold_uncertainty_score":0.9995104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2790965406963444,"score_gpt":0.5531430271752652,"score_spread":0.2740464864789208,"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."}}