{"id":"W2344317462","doi":"10.1093/eurpub/ckv175.055","title":"Quality Assessment of Studies Published in Open Acces and Subscription Journals","year":2015,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); 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":["metaresearch","bibliometrics"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3897489,0.001701664,0.008919419,0.05475894,0.002706255,0.0126376,0.005213286,0.003054503,0.009254184],"category_scores_gemma":[0.7375809,0.001869512,0.01076663,0.05479148,0.00493135,0.006614835,0.008163082,0.002546442,0.0009446343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00657072,"about_ca_system_score_gemma":0.0189167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004951053,"about_ca_topic_score_gemma":0.004939035,"domain_scores_codex":[0.3279918,0.1870041,0.3768734,0.01827229,0.08726741,0.002591025],"domain_scores_gemma":[0.1173286,0.4409801,0.258243,0.05859699,0.1206124,0.004238797],"domain_codex":"reporting","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.004084257,0.0002335068,0.1764987,0.5430935,0.04032965,0.0007376595,0.01731293,0.001451231,0.001667693,0.009007566,0.01952614,0.1860572],"study_design_scores_gemma":[0.00374542,0.001745155,0.3546898,0.3223598,0.05438768,0.002513166,0.01061019,0.002754792,0.0041333,0.02903479,0.2130869,0.0009389617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1377543,0.511372,0.106137,0.03242742,0.01024335,0.05902496,0.1165915,0.001244835,0.02520469],"genre_scores_gemma":[0.6297573,0.09611828,0.1143537,0.007365023,0.004672578,0.1045271,0.03924506,0.0008562561,0.003104748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.945241,"threshold_uncertainty_score":0.7525483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.968831959127659,"score_gpt":0.7449286306432208,"score_spread":0.2239033284844382,"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."}}