{"id":"W2019947484","doi":"10.4103/0973-1229.40568","title":"Editorial Independence in the Electronic Age: New Threats, Old Owners?","year":2008,"lang":"en","type":"article","venue":"Mens Sana monographs","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Audience measurement; Independence (probability theory); Compromise; Public relations; Political science; Sociology; Media studies; Advertising; Business; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0504295,0.0008884282,0.0009643266,0.003914314,0.01037093,0.03628938,0.002715301,0.008387636,0.02362905],"category_scores_gemma":[0.1762426,0.0008068233,0.0007347503,0.003551826,0.01572091,0.0417906,0.0107067,0.01227455,0.01057636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003430536,"about_ca_system_score_gemma":0.006715717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017208,"about_ca_topic_score_gemma":0.001467095,"domain_scores_codex":[0.9376965,0.01841803,0.003917349,0.003813354,0.03204366,0.004111239],"domain_scores_gemma":[0.6939675,0.1524681,0.03576769,0.03371293,0.05500248,0.02908146],"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":[0.0002190722,0.0002415344,0.008029726,0.0005292171,0.00005905749,0.00141725,0.01119979,0.0002142323,0.001014125,0.2724343,0.3752806,0.329361],"study_design_scores_gemma":[0.00003360238,0.0001066485,0.003096972,0.0007001524,0.00003420159,0.002764369,0.007219469,0.0004930756,0.0009884282,0.08305369,0.901405,0.0001045111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02468656,0.02097239,0.01243518,0.6751053,0.0341241,0.00009302557,0.0001461665,0.0006265396,0.2318108],"genre_scores_gemma":[0.4685566,0.02752303,0.01390118,0.1881863,0.1186655,0.0002235147,0.0002623726,0.001280677,0.1814008],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0504295,"threshold_uncertainty_score":0.2666999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3635869901354752,"score_gpt":0.508875618420925,"score_spread":0.1452886282854498,"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."}}