{"id":"W2903080896","doi":"10.1130/abs/2018am-318221","title":"STUDENT EXPERIENCE IN FULLY ONLINE FIRST YEAR GEOSCIENCE GENERAL EDUCATION COURSES","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"York University","keywords":"Computer science; Computer aided instruction; Earth science; Mathematics education; Multimedia; Data science; Geology; Psychology","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":[0.0009859937,0.0003739988,0.0004197753,0.000602124,0.001856986,0.002936733,0.0005785972,0.0007765449,0.03727912],"category_scores_gemma":[0.002620768,0.0002009773,0.0003963488,0.0005219601,0.0003097579,0.001409636,0.002524356,0.001196634,0.00960467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005599126,"about_ca_system_score_gemma":0.001479683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001924098,"about_ca_topic_score_gemma":0.006026129,"domain_scores_codex":[0.9992033,0.00008497077,0.00003180114,0.00008843571,0.0001505533,0.0004410194],"domain_scores_gemma":[0.9918112,0.0003077885,0.0003029811,0.0000864006,0.0007239069,0.006767625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001863096,0.02589019,0.6334677,0.00028022,0.00008501449,0.003271127,0.03095976,0.0006919807,0.007416422,0.0014482,0.05729526,0.237331],"study_design_scores_gemma":[0.000182526,0.007427868,0.7326413,0.00025299,0.0001030464,0.003270318,0.1339875,0.001857943,0.004984144,0.001516337,0.1136404,0.0001355958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859884,0.0002030386,0.000241155,0.0007460342,0.0001674633,0.00003435356,0.0002167881,0.00007270402,0.01233007],"genre_scores_gemma":[0.9532205,0.0003340853,0.000353961,0.001037996,0.00009851835,0.00002645468,0.0005366509,0.0000475523,0.04434421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03727912,"threshold_uncertainty_score":0.1247111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352031940608455,"score_gpt":0.333493567148863,"score_spread":0.2982903730880175,"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."}}