{"id":"W40023826","doi":"","title":"Promoting Public Access Policies: A New Role for Librarians","year":2010,"lang":"en","type":"article","venue":"","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Outreach; Publishing; Public relations; Subsidy; Political science; Library science; Scholarly communication; Equity (law); Best practice; Business; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.1197132,0.001112037,0.002272524,0.005390871,0.02449518,0.08222152,0.00568463,0.02899327,0.04371296],"category_scores_gemma":[0.1547584,0.001655005,0.001353264,0.007527636,0.0324161,0.1126337,0.03191643,0.02098686,0.0241057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01224998,"about_ca_system_score_gemma":0.05985371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00370313,"about_ca_topic_score_gemma":0.004897194,"domain_scores_codex":[0.9060175,0.06291605,0.004006966,0.004038143,0.01663054,0.006390741],"domain_scores_gemma":[0.7106658,0.1501887,0.0110915,0.03574583,0.04115874,0.05114939],"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":[0.00005848778,0.0002654975,0.001861482,0.0008226547,0.00003163073,0.0001854395,0.01592641,0.0001919644,0.0005461895,0.2460909,0.5410485,0.1929707],"study_design_scores_gemma":[0.00004667615,0.00004021576,0.0005830039,0.0008987305,0.00002177765,0.0001746019,0.01428349,0.0002071719,0.0003322818,0.121814,0.8615177,0.00008034262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002216841,0.006155311,0.01105044,0.8973949,0.003530069,0.00009460108,0.0000518605,0.001196915,0.07830909],"genre_scores_gemma":[0.2526622,0.03177757,0.1025451,0.4369898,0.01901556,0.001370607,0.0003836613,0.002470736,0.1527849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9943154,"threshold_uncertainty_score":0.6331116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7134962743651571,"score_gpt":0.6116044235522415,"score_spread":0.1018918508129155,"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."}}