{"id":"W6912909917","doi":"10.5281/zenodo.7930526","title":"Remote Learning & Online Fatigue: Exploring the Live and Pre-Recorded Tutorials Impacts on Teaching Effectiveness and Students' Learning","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Perception; Online learning; Experiential learning; Coping (psychology); Work (physics); Process (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002374041,0.0001956272,0.0002046952,0.000225722,0.003430045,0.0007724949,0.0004281822,0.00006221666,0.001030358],"category_scores_gemma":[0.004836717,0.0001640611,0.00003407853,0.0004337533,0.0001397806,0.0002076177,0.0009296763,0.001024117,0.00243669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004933364,"about_ca_system_score_gemma":0.000002627532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007734876,"about_ca_topic_score_gemma":0.000001110684,"domain_scores_codex":[0.9961132,0.002363356,0.0002141512,0.0005271708,0.0003648553,0.0004172051],"domain_scores_gemma":[0.9987055,0.000583676,0.0001349537,0.0002028454,0.00023645,0.0001365589],"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":[0.0008027926,0.0002268839,0.001634777,0.0002750592,0.0002631559,0.00003497072,0.04458445,0.0006423809,0.004006097,0.0009992071,0.002719634,0.9438106],"study_design_scores_gemma":[0.001831046,0.001888828,0.3298995,0.0006113415,0.0000643891,0.000100958,0.01086892,0.0003252984,0.0001475218,0.0002435501,0.6535475,0.000471112],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917833,0.0001006839,0.0006792054,0.0002204719,0.0002276138,0.0004211311,0.00001608408,0.0009266426,0.005624917],"genre_scores_gemma":[0.9961282,0.0002506448,0.00002552179,0.00005500846,0.0002968844,3.101221e-7,0.0002896723,0.0006538888,0.002299857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9433395,"threshold_uncertainty_score":0.9998828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171952138990494,"score_gpt":0.386187116904352,"score_spread":0.2689919030053026,"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."}}