{"id":"W2042685716","doi":"10.4018/ijopcd.2012070104","title":"Designing Digital Video to Support Learner Outcomes","year":2012,"lang":"en","type":"article","venue":"International Journal of Online Pedagogy and Course Design","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Resource (disambiguation); Digital health; Multimedia; Computer science; Medical education; Digital video; Qualitative research; Multimethodology; Health professionals; Online learning; Psychology; Health care; Pedagogy; Medicine","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":[0.01235185,0.0004822016,0.0003470142,0.001045125,0.001177339,0.00286716,0.00150675,0.001215675,0.003648452],"category_scores_gemma":[0.03330262,0.0002198859,0.0003592709,0.0004624885,0.0008366167,0.003446635,0.002611629,0.0007284633,0.0006800921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071569,"about_ca_system_score_gemma":0.002051201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004043604,"about_ca_topic_score_gemma":0.0007462899,"domain_scores_codex":[0.9909691,0.00666774,0.0003484768,0.0004361517,0.0009855398,0.0005929511],"domain_scores_gemma":[0.979863,0.01432976,0.001250686,0.0009991665,0.002420524,0.00113685],"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":[0.001234498,0.01400736,0.02947741,0.003913798,0.0001086595,0.001254617,0.07000512,0.003143993,0.03845968,0.009596412,0.005099227,0.8236991],"study_design_scores_gemma":[0.003427692,0.04773258,0.05819194,0.005446089,0.0008584514,0.002409881,0.310961,0.02618996,0.2011522,0.02773058,0.3152926,0.0006070161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8902584,0.0004575021,0.07975598,0.002130191,0.000282042,0.004795804,0.0002402249,0.0003349763,0.0217448],"genre_scores_gemma":[0.8761198,0.0005160735,0.1139936,0.0006528361,0.00007730114,0.003831415,0.0001638508,0.00007956304,0.004565507],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01235185,"threshold_uncertainty_score":0.06532365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05820450343422659,"score_gpt":0.4261995245903278,"score_spread":0.3679950211561012,"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."}}