{"id":"W2096191866","doi":"10.1177/1077800411409883","title":"Storytelling as Research/Research as Storytelling","year":2011,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Storytelling; Meaning (existential); Aesthetics; Narrative; Story telling; Sociology; Psychology; Visual arts; Epistemology; Literature; Art; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.02765432,0.0002821063,0.0004110876,0.0009174816,0.002992194,0.00004729348,0.0006713306,0.0004106124,0.003606764],"category_scores_gemma":[0.005525756,0.0002735259,0.0001201793,0.001202041,0.001554819,0.000588658,0.0002254435,0.003271966,0.0383694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00094023,"about_ca_system_score_gemma":0.001550209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00440773,"about_ca_topic_score_gemma":0.00009241563,"domain_scores_codex":[0.9839533,0.01084541,0.0009173828,0.0008261118,0.00164636,0.001811412],"domain_scores_gemma":[0.9862447,0.009820335,0.00024707,0.0007557691,0.002367387,0.0005647046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002391825,0.0002949774,0.0004827773,0.0001789918,0.00004832246,0.00001605142,0.8753014,0.00000440328,0.0002183669,0.08703113,0.03136738,0.004816972],"study_design_scores_gemma":[0.0002909194,0.0005166282,0.0003974077,0.0004578638,0.000007664278,0.000001619232,0.7198645,0.00001595176,0.0005829706,0.1170342,0.1605354,0.0002948582],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845903,0.001124865,0.001063153,0.000342988,0.00294277,0.0008880015,0.000007769931,0.0002169475,0.3088232],"genre_scores_gemma":[0.9551086,0.0002275755,0.001627188,0.0005072145,0.001936838,0.0004382446,0.00003553974,0.0001127375,0.04000602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705183,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7937499016094297,"score_gpt":0.6592205253925288,"score_spread":0.1345293762169009,"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."}}