{"id":"W7004946548","doi":"","title":"Openly Obsessed: Open Educational Resources Policy in Western Canada &amp; Conceptualizing Openness in Higher Education","year":2017,"lang":"en","type":"other","venue":"Arca (British Columbia Electronic Library Network)","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Higher education; Openness to experience; Public policy; Government (linguistics); Context (archaeology)","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":[],"category_scores_codex":[0.0002278796,0.0002969728,0.000544836,0.00007871687,0.0001693924,0.0008981728,0.001725735,0.000441346,0.03736017],"category_scores_gemma":[0.0001241323,0.0004716298,0.00005894918,0.0002573102,0.0002290451,0.00007787752,0.0007114313,0.0004224547,0.0000109696],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279144,"about_ca_system_score_gemma":0.01051721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8138581,"about_ca_topic_score_gemma":0.9920799,"domain_scores_codex":[0.997157,0.0003681899,0.0003916426,0.001023105,0.0001653585,0.0008946398],"domain_scores_gemma":[0.9984504,0.00004268688,0.0004208777,0.0009220179,0.00002691481,0.0001370801],"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":[0.00004214606,0.0001602548,0.0766966,0.00002984467,0.00008687286,0.000006257835,0.00001574708,0.000008329032,0.00001644802,0.002152167,0.9175167,0.00326862],"study_design_scores_gemma":[0.0006440252,0.00008938638,0.03612486,0.0006432533,0.00001055718,0.0000358975,0.00001930374,4.232536e-7,0.000008502255,0.007557228,0.9543252,0.0005413622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01433115,0.03834288,1.882183e-7,0.002693529,0.001178032,0.001501111,0.0001099572,0.00002332274,0.9418198],"genre_scores_gemma":[0.2873173,0.003397772,0.00007999707,0.001720273,0.003098802,0.0002461063,0.001658389,0.0002028749,0.7022784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2729862,"threshold_uncertainty_score":0.9997736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739115949079078,"score_gpt":0.2688683193438997,"score_spread":0.2514771598531089,"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."}}