{"id":"W2342594162","doi":"","title":"Canada's new Open Access policy: Integrating libraries into open scholarship","year":2016,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Scholarship; Digital scholarship; Political science; World Wide Web; Computer science; Public relations; Internet privacy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0395239,0.0006653322,0.0009398184,0.005059034,0.03941134,0.03741151,0.006596089,0.02083903,0.01534783],"category_scores_gemma":[0.09975871,0.001372298,0.001567307,0.008002847,0.01940591,0.01792951,0.0176387,0.01290749,0.002239344],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2128082,"about_ca_system_score_gemma":0.6491981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9815814,"about_ca_topic_score_gemma":0.9883085,"domain_scores_codex":[0.9274397,0.01171927,0.003045269,0.003277897,0.0393304,0.01518741],"domain_scores_gemma":[0.8160878,0.04368525,0.004619084,0.01188976,0.06765901,0.05605911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001019623,0.0001377773,0.003840031,0.0005476914,0.00003586839,0.0005370707,0.01215695,0.001002936,0.0007623373,0.5079708,0.4054416,0.06746499],"study_design_scores_gemma":[0.00005183168,0.00003586053,0.005105033,0.0005351187,0.00003204352,0.0001019695,0.00538211,0.000906938,0.0005156543,0.03290405,0.9542477,0.0001818777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0121745,0.005713323,0.009850545,0.7337232,0.003557781,0.0005177467,0.001263962,0.0009987473,0.2322002],"genre_scores_gemma":[0.3080537,0.007087796,0.04903305,0.3449965,0.00227035,0.0008206874,0.00131399,0.0009467049,0.2854772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9934039,"threshold_uncertainty_score":0.9130309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09242006313989738,"score_gpt":0.293642141997646,"score_spread":0.2012220788577486,"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."}}