{"id":"W2245673553","doi":"","title":"Using Recording Software to Enhance Instructional Strategies in Hybrid Course Environments at McGill University","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Course (navigation); Computer science; Software; Multimedia; Human–computer interaction; Mathematics education; Engineering; Psychology; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001483496,0.0006519199,0.000387666,0.0008305351,0.0006392286,0.00194947,0.001479483,0.0005954675,0.008373854],"category_scores_gemma":[0.006574239,0.0003626469,0.000279096,0.0004394283,0.0002726569,0.0008812459,0.001287927,0.0008129803,0.001443011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008735188,"about_ca_system_score_gemma":0.001850846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008070416,"about_ca_topic_score_gemma":0.02553591,"domain_scores_codex":[0.9993629,0.0002185704,0.00003881054,0.0001568417,0.0001398049,0.00008298625],"domain_scores_gemma":[0.9945558,0.002595874,0.0002355969,0.0003725112,0.0006642792,0.001575897],"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":[0.003360125,0.01384469,0.01923837,0.0003415743,0.0000859248,0.0004184034,0.00990053,0.00247063,0.1781249,0.0009347606,0.008845449,0.7624346],"study_design_scores_gemma":[0.004298845,0.0508197,0.3738675,0.00046176,0.001619519,0.001367185,0.01291783,0.07626234,0.3700707,0.003739957,0.1035518,0.001022801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753039,0.0001012745,0.01631495,0.000222025,0.00006409118,0.000254972,0.0001192649,0.001564015,0.006055504],"genre_scores_gemma":[0.8893472,0.0001752031,0.08260994,0.0002566042,0.00003495324,0.0003790241,0.0003129076,0.0003811341,0.02650304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008373854,"threshold_uncertainty_score":0.02801335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925818843043252,"score_gpt":0.3161348671215723,"score_spread":0.2868766786911398,"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."}}