{"id":"W2498118938","doi":"10.4018/978-1-4666-1933-3.ch004","title":"Upload, Download, Overload!","year":2012,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Information overload; Download; Upload; Online learning; Feeling; Psychology; Relevance (law); Perception; Multimedia; Computer science; World Wide Web; Social psychology","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":[0.001175773,0.0005711118,0.0006118816,0.00114839,0.0008881041,0.003273228,0.0007076076,0.0009809401,0.04983018],"category_scores_gemma":[0.010974,0.0003261835,0.0003326036,0.001344334,0.0005822334,0.004653862,0.002723384,0.0007304079,0.02823995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031748,"about_ca_system_score_gemma":0.0003407961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004039447,"about_ca_topic_score_gemma":0.0009205995,"domain_scores_codex":[0.9986513,0.0003154043,0.0001062416,0.0001538258,0.0006079188,0.000165417],"domain_scores_gemma":[0.9907135,0.003637472,0.001929681,0.001530042,0.0009532305,0.001236094],"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":[0.0004417483,0.0008335055,0.06685731,0.001080411,0.00008185772,0.001489694,0.009479092,0.0006143008,0.01374329,0.002958725,0.1249992,0.7774208],"study_design_scores_gemma":[0.0001009048,0.001536268,0.2336828,0.0008882136,0.0001352074,0.003490008,0.01627984,0.004714687,0.01612502,0.01451623,0.7082433,0.0002875476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7698018,0.00324211,0.02964879,0.006795479,0.0008880954,0.0004681963,0.002960819,0.01551291,0.1706818],"genre_scores_gemma":[0.8450254,0.003295433,0.01994441,0.004099402,0.0006447124,0.0005184351,0.001911571,0.002453684,0.122107],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04983018,"threshold_uncertainty_score":0.1666985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335955596509463,"score_gpt":0.2935219462844423,"score_spread":0.2701623903193476,"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."}}