{"id":"W3092017148","doi":"10.21432/cjlt27935","title":"Open Educational Resources in Canada 2020","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"Government of Alberta; William and Flora Hewlett Foundation","keywords":"Open educational resources; Implementation; Distance education; Educational resources; Coronavirus disease 2019 (COVID-19); Educational technology; Open education; Computer science; Political science; Knowledge management; Public relations; Sociology; World Wide Web; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001815578,0.00005698893,0.0001353563,0.0002151975,0.0001408302,0.0001651047,0.0008838754,0.00004249486,0.0001225912],"category_scores_gemma":[0.0005422792,0.000058056,0.000009171365,0.0006291168,0.00003794237,0.0001940193,0.00009513965,0.000587476,0.000006505308],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560019,"about_ca_system_score_gemma":0.007272779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4812084,"about_ca_topic_score_gemma":0.8639573,"domain_scores_codex":[0.9993697,0.000058866,0.0001904577,0.000129621,0.00007024721,0.0001810403],"domain_scores_gemma":[0.9993256,0.00005225343,0.000135398,0.00005810307,0.00008444024,0.0003441774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003375114,0.000005309345,0.9332932,0.000007411874,0.00001432513,0.0001579811,0.002712568,0.0004038568,0.00004838373,0.02026288,0.009496215,0.0335945],"study_design_scores_gemma":[0.000492767,0.0002186595,0.03401007,0.00007095553,0.000004361549,0.0004768714,0.02361898,0.001989483,0.00006028266,0.001462194,0.9373828,0.000212558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6679764,0.0009114539,0.0001465945,0.3225957,0.0002835418,0.00005876537,4.479843e-7,0.000009879142,0.008017236],"genre_scores_gemma":[0.9975828,0.00002164114,0.001638484,0.0004399396,0.00004932083,0.000001112177,4.151088e-7,0.000004047971,0.0002622696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9278866,"threshold_uncertainty_score":0.9983551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039260398994617,"score_gpt":0.2316621948927081,"score_spread":0.2212695909027619,"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."}}