{"id":"W3003451124","doi":"10.22215/etd/2019-13787","title":"An Eye Tracking Comparison of Instructional Videos Showing a Monologue Versus a Dialogue: Impacts On Visual Attention, Learning, and Psychological Variables","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mindset; Eye tracking; Psychology; Perception; Tracking (education); Cognition; Cognitive psychology; Cognitive load; Multimedia; Computer science; Pedagogy; Artificial intelligence","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":[0.0005196928,0.0001858357,0.0001929138,0.0003684078,0.0001746386,0.0003734003,0.0001184373,0.0002426827,0.002059148],"category_scores_gemma":[0.003958768,0.00008826866,0.0001512391,0.000165585,0.0002105568,0.0003594394,0.0002972542,0.0002592947,0.0001237659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789708,"about_ca_system_score_gemma":0.0001524149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021934,"about_ca_topic_score_gemma":0.001681877,"domain_scores_codex":[0.9996716,0.0001032277,0.00002394925,0.00006769865,0.00009347119,0.00004012447],"domain_scores_gemma":[0.9977296,0.00134692,0.0003657576,0.00008158434,0.0003029671,0.0001731855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01115312,0.003876207,0.1486412,0.0007303103,0.0001941039,0.0003660259,0.009603755,0.0004121687,0.6814273,0.0002061659,0.000455161,0.1429345],"study_design_scores_gemma":[0.0001571165,0.009610628,0.9517977,0.00004051633,0.0001424978,0.0002425915,0.003624917,0.000718806,0.03288696,0.0001056852,0.0006442343,0.00002831402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991573,0.00004489535,0.0002940166,0.000007928455,0.000004004992,0.00002770133,0.0000286045,0.000003888737,0.0004315447],"genre_scores_gemma":[0.9986312,0.00006740148,0.0007175323,0.00001804684,0.000008303402,0.00007133192,0.00005440269,0.000003698927,0.0004280728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002059148,"threshold_uncertainty_score":0.006888568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07137057723701327,"score_gpt":0.4499883003369148,"score_spread":0.3786177230999015,"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."}}