{"id":"W2741504444","doi":"","title":"OA policies in Canada: A quick and dirty environmental scan","year":2016,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.002913436,0.0003605101,0.000549208,0.004970976,0.01629154,0.01260653,0.002004567,0.002397354,0.01521335],"category_scores_gemma":[0.01135778,0.0006566313,0.0004957566,0.01206261,0.006061807,0.004049349,0.003190573,0.004365651,0.0007342303],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1786449,"about_ca_system_score_gemma":0.4066319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985274,"about_ca_topic_score_gemma":0.9995143,"domain_scores_codex":[0.9909796,0.0005792336,0.0002527622,0.000362752,0.004649364,0.003176337],"domain_scores_gemma":[0.9857658,0.00170038,0.0005581756,0.0003915113,0.009373909,0.002210079],"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":[0.0001534798,0.0001312686,0.03699192,0.001030244,0.0001466689,0.001100276,0.03291751,0.001640056,0.0007311889,0.2984257,0.4619794,0.1647523],"study_design_scores_gemma":[0.00001474472,0.00002201181,0.05575213,0.0008931377,0.00005455305,0.0001144669,0.0559709,0.0004004006,0.0004604545,0.006832962,0.8793824,0.0001018373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1888654,0.03769435,0.001523489,0.2361466,0.001193692,0.0002353829,0.01207493,0.000329265,0.5219368],"genre_scores_gemma":[0.7663652,0.02422751,0.003176487,0.03175861,0.0001730491,0.0001252199,0.002149004,0.0003398557,0.171685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9979954,"threshold_uncertainty_score":0.9526555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04523619340772748,"score_gpt":0.2325020663738041,"score_spread":0.1872658729660766,"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."}}