{"id":"W1595247267","doi":"","title":"Motivation and Cognitive Strategies in the Choice to Attend Lectures or Watch Them Online","year":2008,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Cognition; Class (philosophy); Online learning; Mathematics education; Orientation (vector space); Social psychology; Goal orientation; Cognitive psychology; Multimedia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001343429,0.0002877704,0.0001782235,0.0007885236,0.0003083801,0.001667783,0.0002227738,0.0003998997,0.002080906],"category_scores_gemma":[0.006964037,0.0001705746,0.0004316293,0.0003648597,0.0005358428,0.0003574593,0.0005777863,0.0009595557,0.000263657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995984,"about_ca_system_score_gemma":0.0006626782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383592,"about_ca_topic_score_gemma":0.002982007,"domain_scores_codex":[0.9992949,0.0002295739,0.00004591211,0.00006745118,0.0002132898,0.0001489214],"domain_scores_gemma":[0.9945068,0.001794831,0.001775401,0.0001126615,0.0003571867,0.001453134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627993,0.001795058,0.9752569,0.00003324986,0.00009668637,0.0001160755,0.001856681,0.0001674507,0.002624838,0.0005637878,0.0001084751,0.01711804],"study_design_scores_gemma":[0.00001821537,0.0003144599,0.9964163,0.00001488273,0.0000307851,0.00008128348,0.001316394,0.000566626,0.0004044461,0.000456307,0.000364949,0.00001541331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990371,0.00003212001,0.00009756579,0.0000323669,0.000002773935,0.000008240483,0.000009107545,0.000001382795,0.0007793811],"genre_scores_gemma":[0.9993411,0.00003869818,0.0001555296,0.00002039451,0.000003567508,0.000008486308,0.00001937961,0.000001188475,0.0004116746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002080906,"threshold_uncertainty_score":0.007104814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314011356325648,"score_gpt":0.3791969129251556,"score_spread":0.3360567993618991,"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."}}