{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.00297202,0.0003702801,0.0002996201,0.001728361,0.01890535,0.01778457,0.002231424,0.004317129,0.01495438],"category_scores_gemma":[0.006555015,0.0002767702,0.0003161785,0.0039462,0.02169654,0.005865277,0.006054089,0.005475114,0.0005641413],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1421736,"about_ca_system_score_gemma":0.2733073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886981,"about_ca_topic_score_gemma":0.9938734,"domain_scores_codex":[0.9968482,0.0004903823,0.00006064575,0.0002094092,0.001012508,0.001378975],"domain_scores_gemma":[0.9923275,0.00166458,0.0003217269,0.000249556,0.002254936,0.003181683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001559352,0.00003387941,0.00238418,0.00002822821,0.000005179216,0.0001174092,0.011342,0.0006626091,0.00007503033,0.9414181,0.03193929,0.01197849],"study_design_scores_gemma":[0.00002371154,0.00001149703,0.01656446,0.0008106595,0.00003178234,0.0001064351,0.06367538,0.002248143,0.000373906,0.3934161,0.5226278,0.0001101352],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07866938,0.00374647,0.003265457,0.1286688,0.0002587245,0.00005349795,0.0005710847,0.00007257024,0.784694],"genre_scores_gemma":[0.8330495,0.00186252,0.001467429,0.009265523,0.00008216983,0.00005654408,0.0001174458,0.00008495009,0.1540139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9977686,"threshold_uncertainty_score":0.994957,"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."}}