{"id":"W4213224349","doi":"10.1002/dap.31004","title":"Digital storytelling brings assessment data to life","year":2022,"lang":"en","type":"article","venue":"Dean and Provost","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Storytelling; Empathy; Digital storytelling; Social media; Executive director; Library science; Accreditation; Sociology; Media studies; Computer science; Psychology; Management; Multimedia; Narrative; Medical education; World Wide Web; Art; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009322604,0.0007453806,0.0004688033,0.004093355,0.003179286,0.01580525,0.001280352,0.0022364,0.01794426],"category_scores_gemma":[0.02854402,0.0006117859,0.0005856568,0.002370386,0.005339433,0.0160534,0.01581267,0.00403023,0.005354868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562394,"about_ca_system_score_gemma":0.001970997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009078762,"about_ca_topic_score_gemma":0.002250242,"domain_scores_codex":[0.9920901,0.005020327,0.0004145821,0.0004182196,0.001776097,0.0002806621],"domain_scores_gemma":[0.9652389,0.02564644,0.001348909,0.003416655,0.002026769,0.002322305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009590731,0.0001652862,0.004274711,0.0008942236,0.00006551823,0.0004600118,0.05520292,0.0006154448,0.002140035,0.1046146,0.180722,0.6507493],"study_design_scores_gemma":[0.0000177016,0.00006948887,0.001345962,0.0007311247,0.00001437404,0.0005884166,0.01248201,0.0003273486,0.0008297724,0.0472325,0.9363049,0.00005630263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04966439,0.02018831,0.2254956,0.1479676,0.006747711,0.0007602227,0.003148134,0.00521894,0.5408091],"genre_scores_gemma":[0.5294099,0.03246695,0.3107546,0.0264171,0.007398131,0.001248342,0.002911333,0.001552334,0.08784137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01794426,"threshold_uncertainty_score":0.06002951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139651803121869,"score_gpt":0.4186094121491012,"score_spread":0.2789576090272322,"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."}}