{"id":"W2883625453","doi":"10.24908/pceea.v0i0.10611","title":"SIT Academy: Online learning using the MOOC approach","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Online learning; Set (abstract data type); Computer science; Test (biology); Online course; Multimedia; Mathematics education; Psychology","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":[0.0006160407,0.0001252815,0.0001254927,0.0001959425,0.0004338443,0.0002155888,0.0008430399,0.0001297899,0.000004472653],"category_scores_gemma":[0.001046192,0.00009976493,0.00007531602,0.0009170173,0.00002967779,0.0002783459,0.00008065012,0.0004945888,0.000005987915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000931283,"about_ca_system_score_gemma":0.000539556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219475,"about_ca_topic_score_gemma":0.0004084213,"domain_scores_codex":[0.9989035,0.00001393087,0.0002220848,0.0002105513,0.0003379141,0.0003120862],"domain_scores_gemma":[0.9988664,0.00004690423,0.000348434,0.0001142496,0.0004906122,0.0001333941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007320762,0.0006617453,0.3927342,0.0007015062,0.0008107178,2.68882e-7,0.03268506,0.1280354,0.02183103,0.3304517,0.0695602,0.02252077],"study_design_scores_gemma":[0.000110447,0.00002010146,0.04370345,0.00009198247,0.00004518118,0.000007259132,0.0005418684,0.9139812,0.0007567407,0.0006159031,0.03987372,0.0002521588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136714,0.0001931953,0.00695035,0.06935409,0.002385719,0.0005495487,0.00001350455,0.000415768,0.006466415],"genre_scores_gemma":[0.9803316,0.000004303746,0.01531755,0.0004750539,0.0006423664,0.000005056794,0.00000309664,0.00001976038,0.003201234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7859458,"threshold_uncertainty_score":0.4068296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123922043018232,"score_gpt":0.2456212758683476,"score_spread":0.2332290715665244,"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."}}