{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003014191,0.001908054,0.001169971,0.001472429,0.001214775,0.003565749,0.003496851,0.00135791,0.03690211],"category_scores_gemma":[0.009736572,0.001229175,0.001496157,0.000666967,0.0007541861,0.004180389,0.007063106,0.003014908,0.01767294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008308653,"about_ca_system_score_gemma":0.001396573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00277088,"about_ca_topic_score_gemma":0.003589042,"domain_scores_codex":[0.9971169,0.0003518108,0.0001854546,0.0006718844,0.001069097,0.0006048762],"domain_scores_gemma":[0.9941313,0.0008931893,0.0001961951,0.00230172,0.001204513,0.001272991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002760034,0.0009016838,0.005099046,0.001311413,0.0002941906,0.002291179,0.003131044,0.006078891,0.06048135,0.02764463,0.559978,0.3300286],"study_design_scores_gemma":[0.0003999415,0.0002898223,0.006249619,0.0003377922,0.00008449623,0.0009626996,0.000361921,0.05038485,0.06072821,0.01974299,0.8600853,0.0003723743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01524712,0.0003797731,0.4003465,0.0008077601,0.0008725889,0.001222385,0.003603921,0.5384973,0.03902263],"genre_scores_gemma":[0.2430208,0.0008210983,0.4272955,0.002478795,0.0008976317,0.003269345,0.02268161,0.1987212,0.1008141],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.03690211,"threshold_uncertainty_score":0.1234498,"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."}}