{"id":"W3010203839","doi":"10.1145/3328778.3372670","title":"Jupyter/Canvas Submission Framework Integration","year":2020,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Cloud computing; Interface (matter); World Wide Web; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.00006181438,0.00006074768,0.00006851825,0.00002171339,0.00004986202,0.0001150777,0.0003348563,0.00004563663,0.00006032121],"category_scores_gemma":[0.0001702009,0.00004564858,0.00003585024,0.0002827479,0.00000814748,0.0001619214,0.00008782958,0.0001851357,0.0002341766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007330531,"about_ca_system_score_gemma":0.00002705582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006359909,"about_ca_topic_score_gemma":8.110135e-7,"domain_scores_codex":[0.9994526,0.00002452277,0.0000960036,0.0001867888,0.0001377572,0.0001023515],"domain_scores_gemma":[0.9996166,0.00004049736,0.00002872485,0.0001725087,0.00003247181,0.0001092122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005298521,0.00005046922,0.002058079,0.00001378316,0.00001112342,0.00001809171,0.002219093,0.0005845297,0.0021052,0.7013801,0.01410498,0.2774492],"study_design_scores_gemma":[0.0000844743,0.0001145488,0.0006704869,0.00002998526,0.000003381147,0.000002175676,0.00006676563,0.9562258,0.00286179,0.01661064,0.02319048,0.0001394998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003204756,0.00001639005,0.9118008,0.08152335,0.00008952081,0.00002082077,1.407098e-7,0.0002538957,0.003090341],"genre_scores_gemma":[0.808296,0.000005872638,0.1872663,0.003589194,0.0001617159,5.01617e-7,0.000001529505,0.000003523848,0.0006753712],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9556413,"threshold_uncertainty_score":0.3009945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580636630457154,"score_gpt":0.2737282838789082,"score_spread":0.2479219175743367,"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."}}