{"id":"W2906424636","doi":"10.1037/stl0000127","title":"The benefits and costs of speed watching video lectures.","year":2018,"lang":"en","type":"article","venue":"Scholarship of Teaching and Learning in Psychology","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Computer science","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":[0.000977921,0.0001977764,0.0001685415,0.00062716,0.0003542393,0.001384617,0.0004348549,0.001131181,0.009289154],"category_scores_gemma":[0.01676646,0.0001503453,0.0002654494,0.0005023133,0.0009862492,0.001666376,0.0008873225,0.0009727993,0.0006471111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008745198,"about_ca_system_score_gemma":0.0008346459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087875,"about_ca_topic_score_gemma":0.003832302,"domain_scores_codex":[0.9992131,0.0003598712,0.00004010086,0.00008277733,0.0002026967,0.0001013128],"domain_scores_gemma":[0.9869131,0.009040372,0.00152619,0.0008924999,0.0005078841,0.001119956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009956455,0.002181463,0.1167818,0.0006378824,0.000330272,0.001087725,0.001151667,0.005195198,0.02344131,0.08262105,0.008846208,0.747769],"study_design_scores_gemma":[0.0006306422,0.003212515,0.7468211,0.0007234369,0.0008280596,0.002847362,0.003444433,0.006711893,0.01352036,0.1801033,0.0410326,0.0001243928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982108,0.01433549,0.003377456,0.01339088,0.0003678544,0.00002883794,0.0003499645,0.00005710333,0.06988172],"genre_scores_gemma":[0.9904715,0.00405592,0.001350879,0.0004713496,0.0002101019,0.00001797041,0.00006905628,0.00001470324,0.003338508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009289154,"threshold_uncertainty_score":0.0310753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04279006296241614,"score_gpt":0.3420005992049391,"score_spread":0.299210536242523,"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."}}