{"id":"W2198805780","doi":"10.1016/j.acalib.2015.08.006","title":"A Survey of Online Library Tutorials: Guiding Instructional Video Creation to Use in Flipped Classrooms","year":2015,"lang":"en","type":"article","venue":"The Journal of Academic Librarianship","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Association of Research Libraries; McGill University","keywords":"Context (archaeology); Computer science; Library instruction; Flipped classroom; Multimedia; Instructional design; World Wide Web; Information literacy; Mathematics education; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006273849,0.0001910039,0.000353726,0.002300899,0.0009385658,0.001683133,0.0005581247,0.0008354401,0.003406471],"category_scores_gemma":[0.02739547,0.0003412477,0.000364739,0.00180017,0.0003460005,0.001605844,0.001158586,0.000811265,0.001060272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120447,"about_ca_system_score_gemma":0.0022581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005091816,"about_ca_topic_score_gemma":0.009658136,"domain_scores_codex":[0.9956406,0.001688784,0.0006706049,0.0003079963,0.00107024,0.0006217284],"domain_scores_gemma":[0.9741392,0.00971149,0.005073372,0.0006108417,0.007464291,0.003000884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002720109,0.001698878,0.8591171,0.000428368,0.00003886172,0.0002471852,0.02894471,0.00005825362,0.001701993,0.0002082851,0.003732305,0.1035522],"study_design_scores_gemma":[0.00002105482,0.0007292613,0.9223432,0.0003618758,0.00004462976,0.000376404,0.0633643,0.0003093326,0.0009328945,0.00006581336,0.01141757,0.00003362533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963599,0.0003920194,0.0003711112,0.0002141962,0.00001748748,0.0001307329,0.0002350391,0.0000171163,0.002262448],"genre_scores_gemma":[0.9950223,0.0008077427,0.001080765,0.0003866035,0.00001610616,0.0001586914,0.0003758961,0.00002269894,0.002129295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006273849,"threshold_uncertainty_score":0.0331797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3368228660643371,"score_gpt":0.4210633655399425,"score_spread":0.08424049947560536,"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."}}