{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171058,0.00008472392,0.0001103788,0.00006237886,0.0009441972,0.0000572306,0.0002514008,0.00002502231,0.0002707205],"category_scores_gemma":[0.0001050593,0.00008608139,0.0000129142,0.0001232646,0.00001663542,0.0002365833,0.0005423278,0.0003446604,0.0001644039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055038,"about_ca_system_score_gemma":0.0002944483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008347371,"about_ca_topic_score_gemma":0.00001235824,"domain_scores_codex":[0.9989565,0.00007011282,0.0002090433,0.0003057431,0.0001969749,0.000261614],"domain_scores_gemma":[0.9991572,0.0001521322,0.00006853328,0.0003653819,0.00003042174,0.0002262965],"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":[0.00017238,0.0004789928,0.1766082,0.0003903001,0.00009181839,0.00001272076,0.01703551,0.000207998,0.0001633685,0.007631051,0.3838104,0.4133973],"study_design_scores_gemma":[0.000146739,0.00008194841,0.009748097,0.00002309162,0.000007308301,0.000001509123,0.004088262,0.0003473416,0.000001097127,0.00009246713,0.9853405,0.0001215964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8361173,0.0005635209,0.001261849,0.00395492,0.002257922,0.00100892,0.0005446833,0.0002139189,0.154077],"genre_scores_gemma":[0.98346,0.00001192246,0.000400675,0.002534072,0.0003250474,0.00006865452,0.000418353,0.00002213673,0.01275914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6015301,"threshold_uncertainty_score":0.7262097,"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."}}