{"id":"W7017956357","doi":"","title":"2016-2017 Course Catalog","year":2016,"lang":"en","type":"article","venue":"The Mathematics Enthusiast","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oregon; University of Alberta; Oregon State University; Iowa State University; University of Illinois at Urbana-Champaign; University of Montana; Johns Hopkins University; University of Washington; Universitat de Barcelona; University of Wyoming; Colorado State University; Washington State University; Virginia Polytechnic Institute and State University; Ohio State University; University of Minnesota; Texas Tech University; North Carolina State University; Utah State University; Yale University","keywords":"Course (navigation); Short course; Online course","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005844789,0.0009690593,0.0009280829,0.004586484,0.001935502,0.004541986,0.00118363,0.0007434645,0.7610927],"category_scores_gemma":[0.002572512,0.0005413801,0.0004293339,0.00670273,0.00027188,0.002790892,0.002105549,0.001345719,0.7301969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782766,"about_ca_system_score_gemma":0.007140686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007344471,"about_ca_topic_score_gemma":0.02926912,"domain_scores_codex":[0.9995456,0.00002953783,0.00003072133,0.00007040095,0.0002488233,0.00007490256],"domain_scores_gemma":[0.9963992,0.0001426209,0.0001066878,0.0002279425,0.001690172,0.001433427],"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":[0.00001709603,0.0001100946,0.0002256256,0.00006971639,0.000001120973,0.00001684029,0.00001635861,0.00004143141,0.0004182082,0.0007771454,0.9435284,0.05477801],"study_design_scores_gemma":[0.00001116306,0.00001676033,0.001013683,0.00007932325,0.000002426072,0.0000234055,0.00006097146,0.00009420804,0.0001598063,0.0005609361,0.99797,0.000007077566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002425852,0.0009617769,0.002385069,0.002819714,0.002558465,0.000653907,0.04492989,0.005654866,0.9376104],"genre_scores_gemma":[0.001784238,0.0006451831,0.001413193,0.0005480159,0.0002914885,0.0001650101,0.03370327,0.0009160331,0.9605335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7610927,"threshold_uncertainty_score":0.3407722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162545769769196,"score_gpt":0.2630288875363784,"score_spread":0.2414034298386864,"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."}}