{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.003850332,0.000512087,0.0004014613,0.003135381,0.01209123,0.01201962,0.002592883,0.00425906,0.05260516],"category_scores_gemma":[0.006577285,0.0004920353,0.0007328252,0.003518095,0.002667259,0.003629318,0.006139756,0.003694288,0.009844561],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09203556,"about_ca_system_score_gemma":0.397547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877877,"about_ca_topic_score_gemma":0.9933816,"domain_scores_codex":[0.9947462,0.0001746243,0.0001136016,0.0002335034,0.002469485,0.002262571],"domain_scores_gemma":[0.97779,0.0005197511,0.0002782294,0.0002691992,0.006082632,0.01506014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005897245,0.0001320333,0.005518551,0.0003083468,0.00001018717,0.0004739155,0.001598585,0.0003172431,0.0005067385,0.08111203,0.7960504,0.1139129],"study_design_scores_gemma":[0.000009477994,0.00001063942,0.006414013,0.0001290958,0.000004454397,0.00005235307,0.001118448,0.0002142735,0.0001416462,0.00122166,0.9906561,0.00002789539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03913402,0.0114457,0.002923913,0.1714045,0.005901221,0.0005164437,0.01522088,0.002523215,0.7509302],"genre_scores_gemma":[0.1836959,0.008237419,0.01097693,0.05059383,0.0005945303,0.0003023996,0.01297506,0.0007324636,0.7318915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9974071,"threshold_uncertainty_score":0.6677679,"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."}}