{"id":"W1754838161","doi":"10.19173/irrodl.v16i5.2404","title":"Open Educational Resources in Canada 2015","year":2015,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"European Commission; Canarie","keywords":"Open educational resources; Open education; Political science; Government (linguistics); Public administration; Open government; Declaration; Distance education; Commons; State (computer science); Economic growth; Library science; Public relations; Open data; Sociology; Pedagogy; Computer science","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":[0.00427093,0.0004183426,0.0006628095,0.004139708,0.01144724,0.01540439,0.002122752,0.002424281,0.03779757],"category_scores_gemma":[0.007810215,0.0004617396,0.0005552335,0.0116068,0.004428601,0.003641925,0.005314446,0.002446197,0.003620813],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.155486,"about_ca_system_score_gemma":0.4486482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904193,"about_ca_topic_score_gemma":0.9946018,"domain_scores_codex":[0.994872,0.000279557,0.0001706971,0.0003870741,0.002841269,0.001449401],"domain_scores_gemma":[0.9868325,0.0009997153,0.0004304732,0.0003433808,0.006861756,0.004532185],"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":[0.00005331264,0.00008121226,0.005169708,0.001007079,0.00002421866,0.0003623605,0.003401822,0.0003120865,0.0003018743,0.1845711,0.5481594,0.2565558],"study_design_scores_gemma":[0.000007135316,0.000007722461,0.01045279,0.0006228322,0.000009725903,0.0000460411,0.001955679,0.0001312322,0.0001253042,0.002229967,0.9843822,0.00002930983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03025922,0.1223777,0.002264609,0.1748044,0.004808411,0.0003493384,0.01155504,0.0007376367,0.6528438],"genre_scores_gemma":[0.338269,0.09852447,0.006997637,0.02798434,0.0007768926,0.0002569187,0.007799571,0.0004320517,0.5189591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9978772,"threshold_uncertainty_score":0.9795166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151151699531603,"score_gpt":0.4511946463597567,"score_spread":0.3360794764065964,"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."}}