{"id":"W2765699166","doi":"10.3138/jsp.49.1.89","title":"Gold Open Access Publishing in Mega-Journals: Developing Countries Pay the Price of Western Premium Academic Output","year":2017,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vrije Universiteit Amsterdam","keywords":"Publishing; Subsidy; Business; Developing country; Political science; Economics; Economic growth; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0211289,0.0003049004,0.0008555146,0.004955551,0.002017005,0.01276788,0.001123499,0.001219347,0.008878477],"category_scores_gemma":[0.09198759,0.0003273461,0.0005176708,0.0137997,0.004702517,0.007091662,0.006807197,0.00217845,0.001185659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00436191,"about_ca_system_score_gemma":0.004481202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004607582,"about_ca_topic_score_gemma":0.005320287,"domain_scores_codex":[0.9788396,0.005529665,0.002061662,0.001863164,0.009505467,0.002200624],"domain_scores_gemma":[0.8825275,0.04761917,0.03293659,0.01608016,0.01270852,0.008128099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008182336,0.0001565497,0.5023329,0.002078529,0.0006032016,0.001685985,0.01264563,0.001250121,0.002640472,0.1848072,0.02686196,0.2641192],"study_design_scores_gemma":[0.0001937335,0.0003466174,0.6670436,0.002275975,0.0002663869,0.002971561,0.01517594,0.002405817,0.004051253,0.08892936,0.216191,0.0001487886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7686324,0.009215902,0.01779819,0.04938209,0.001112752,0.0004709817,0.00281819,0.0004129012,0.1501567],"genre_scores_gemma":[0.9873239,0.00143476,0.00393943,0.003534816,0.0003309267,0.00008631241,0.0004725997,0.0000895088,0.00278767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9950445,"threshold_uncertainty_score":0.1117417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7472106280624337,"score_gpt":0.6125763640191498,"score_spread":0.1346342640432838,"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."}}