{"id":"W7028705650","doi":"","title":"A grassroots approach to OER adoption: The University of Saskatchewan experience","year":2018,"lang":"en","type":"other","venue":"","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Greater Texas Foundation; University of Texas at San Antonio; Georgia State University; University of Oklahoma","keywords":"Grassroots; Download; Government (linguistics); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.005214189,0.0002247721,0.0003176817,0.001039551,0.01540986,0.008741029,0.001322753,0.001857429,0.01502835],"category_scores_gemma":[0.005863332,0.0003771422,0.0002070841,0.003199117,0.006303654,0.003511886,0.008713221,0.004075259,0.00220777],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02684044,"about_ca_system_score_gemma":0.1021877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6005368,"about_ca_topic_score_gemma":0.9013508,"domain_scores_codex":[0.994436,0.001997849,0.0001517934,0.0003282651,0.001097093,0.001989006],"domain_scores_gemma":[0.9911704,0.002295721,0.0002930739,0.0003632787,0.001529242,0.004348352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002489778,0.001148144,0.06332794,0.0004211404,0.00005122917,0.006455177,0.4250452,0.0006478297,0.005710192,0.06831959,0.09134105,0.3372836],"study_design_scores_gemma":[0.00002836981,0.0001675287,0.04430286,0.0003009415,0.00001524813,0.0003902897,0.7544979,0.0002625073,0.0005415831,0.003485081,0.1959337,0.00007399058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.68037,0.001813501,0.001036023,0.07255138,0.0002799411,0.0002293865,0.0002253601,0.00009937328,0.243395],"genre_scores_gemma":[0.8718446,0.002792009,0.0008117507,0.00844017,0.00002561642,0.0001080595,0.00009986979,0.00007015,0.1158079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986773,"threshold_uncertainty_score":0.8036314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915327361473282,"score_gpt":0.2045255983748359,"score_spread":0.175372324760103,"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."}}