{"id":"W4205434906","doi":"10.18357/otessac.2021.1.1.48","title":"Self-Reported Perceptions of Online Learning and Observed Online Learning Behaviors: To What Extent Are They Consistent?","year":2021,"lang":"en","type":"article","venue":"The Open/Technology in Education Society and Scholarship Association Conference","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Summative assessment; Psychology; Perception; Association (psychology); Reading (process); Mathematics education; Observational study; Academic year; Medical education; Developmental psychology; Medicine; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001394341,0.0001612965,0.0003187017,0.0001050745,0.0004655915,0.0006414701,0.0005839432,0.000290905,0.00001339383],"category_scores_gemma":[0.001648753,0.0001522386,0.00006728476,0.0008512668,0.00007307461,0.0007894678,0.0006224466,0.001244988,0.000003215483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774247,"about_ca_system_score_gemma":0.0005140249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004355028,"about_ca_topic_score_gemma":0.0003167449,"domain_scores_codex":[0.9980749,0.0004767342,0.0004645966,0.0004725992,0.0002611922,0.0002500177],"domain_scores_gemma":[0.9977424,0.0003024499,0.0005862578,0.0003444528,0.0009447412,0.00007965452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002882334,0.000649694,0.9550165,0.00002471527,0.00009557059,0.0000016908,0.007860377,0.0001109472,0.00265475,0.006255823,0.00002928735,0.02729777],"study_design_scores_gemma":[0.0006643689,0.0001235234,0.8502423,0.0005349668,0.000135476,0.00003508038,0.1289787,0.009412233,0.0002681711,0.007632645,0.001611951,0.0003606374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386116,0.0005724385,0.0004768915,0.05984152,0.0001525884,0.0002116583,0.000004116729,0.000107338,0.00002183214],"genre_scores_gemma":[0.9743384,0.003938005,0.01969034,0.0005276464,0.00002774052,0.00002673624,0.0000540214,0.000009964681,0.001387124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211183,"threshold_uncertainty_score":0.6208108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0461745718937142,"score_gpt":0.3450903530165614,"score_spread":0.2989157811228472,"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."}}