{"id":"W4286261870","doi":"10.55016/oea/ucoer3","title":"OER by Discipline Guide: University of Calgary","year":2022,"lang":"en","type":"book","venue":"University of Calgary eBooks","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manitoba; University of Guelph","keywords":"Open educational resources; Subject (documents); Inclusion (mineral); Library science; Educational resources; Open university; Quality (philosophy); Medical education; Computer science; Sociology; Pedagogy; Distance education; Medicine; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001447366,0.001456465,0.001100039,0.003802846,0.002312122,0.00601009,0.002133596,0.002135252,0.3567937],"category_scores_gemma":[0.005896209,0.001096148,0.0003969532,0.006324715,0.0007950492,0.003483338,0.002618836,0.003313065,0.480299],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005231447,"about_ca_system_score_gemma":0.01503436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1025022,"about_ca_topic_score_gemma":0.2031409,"domain_scores_codex":[0.9984199,0.0001164429,0.0001031442,0.0001427916,0.001025173,0.000192587],"domain_scores_gemma":[0.9928052,0.0005071349,0.000228367,0.0004796761,0.004971698,0.001007898],"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":[0.000007117903,0.00002617141,0.00007288079,0.0001013862,4.516273e-7,0.00003314095,0.0001090933,0.00008560685,0.0002442767,0.001332043,0.9218446,0.07614314],"study_design_scores_gemma":[0.000001671061,0.000004289797,0.0002435058,0.00005263375,2.86672e-7,0.00002323044,0.00005034087,0.00001739115,0.00004517029,0.0001475265,0.9994098,0.000004101034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006670681,0.003326595,0.006216905,0.003986209,0.001936492,0.0009459165,0.008385541,0.007841606,0.9666936],"genre_scores_gemma":[0.0007637938,0.002051135,0.004905127,0.001323496,0.00008783372,0.0002237618,0.004112495,0.001372788,0.9851596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9978664,"threshold_uncertainty_score":0.9174558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009161557179924083,"score_gpt":0.2012307555023786,"score_spread":0.1920691983224545,"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."}}