{"id":"W7014244671","doi":"","title":"Openly Obsessed: Open Educational Resources Policy in Western Canada & Conceptualizing Openness in Higher Education","year":2018,"lang":"en","type":"other","venue":"Mount Royal University Institutional Repository (Mount Royal University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Emperipolesis; Durvalumab; Demotion; Liquation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000372052,0.001092075,0.001130747,0.004166067,0.001147443,0.0004318879,0.004266762,0.0008963953,0.004420368],"category_scores_gemma":[0.00009665388,0.00145303,0.0002051827,0.002889527,0.001332988,0.0009692789,0.002114717,0.0009555809,0.0008878427],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03942631,"about_ca_system_score_gemma":0.03098863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.946891,"about_ca_topic_score_gemma":0.9032103,"domain_scores_codex":[0.9940767,0.0008776181,0.0006802081,0.001949226,0.001347354,0.001068915],"domain_scores_gemma":[0.9966021,0.000187326,0.0009730114,0.001114463,0.0004909731,0.0006321821],"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":[0.001944988,0.002566439,0.09475059,0.0004015153,0.0006453372,0.003076652,0.001059977,0.009330483,0.0001749677,0.3098725,0.5760747,0.0001018927],"study_design_scores_gemma":[0.002515677,0.00004976906,0.05153785,0.001311552,0.0001387197,0.00003892505,0.0012455,0.00004014307,0.00000857888,0.00002974357,0.941607,0.001476541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09795123,0.0002736883,0.00000950688,0.0005257525,0.002436239,0.001526093,0.0007846519,0.0001576709,0.8963352],"genre_scores_gemma":[0.1336316,0.00001898961,0.0002533168,0.0002293959,0.001195278,0.000005918024,0.001096687,0.0002663499,0.8633024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3655323,"threshold_uncertainty_score":0.9998901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519288956925065,"score_gpt":0.2462089944291823,"score_spread":0.2210161048599317,"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."}}