{"id":"W2109636121","doi":"10.1186/1742-5573-2-5","title":"Introducing article-processing charges and inviting \"detailed methods sections\" articles","year":2005,"lang":"en","type":"article","venue":"Epidemiologic Perspectives & Innovations","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Computer science; Publication; Data science; Original research; Scientific publishing; World Wide Web; Library science; Political science","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":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.05298046,0.001963978,0.00151973,0.003685634,0.002616368,0.00727176,0.002857376,0.007330061,0.2164394],"category_scores_gemma":[0.2626032,0.002419516,0.002327786,0.002962816,0.001953612,0.004381644,0.002992849,0.009723855,0.1020404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003390526,"about_ca_system_score_gemma":0.008004963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006599249,"about_ca_topic_score_gemma":0.002230631,"domain_scores_codex":[0.9570313,0.01466265,0.006912789,0.001532281,0.01803561,0.001825483],"domain_scores_gemma":[0.6379424,0.2298931,0.0233706,0.02621174,0.07443999,0.008142215],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003421931,0.000179828,0.0002062995,0.00045786,0.00003101337,0.0003001849,0.0001093596,0.0001452048,0.001621861,0.007225189,0.9241063,0.06527473],"study_design_scores_gemma":[0.0002835924,0.0002345261,0.001415902,0.0004000518,0.00003339535,0.0004192318,0.0001248363,0.00140115,0.002439341,0.006230226,0.9868972,0.0001206385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.004446465,0.002034557,0.09928382,0.1058239,0.665662,0.01437722,0.004687073,0.01056094,0.09312404],"genre_scores_gemma":[0.03063405,0.004705163,0.2768592,0.1250588,0.202755,0.01787239,0.006838045,0.01146015,0.3238171],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9927282,"threshold_uncertainty_score":0.724062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04495277994883558,"score_gpt":0.3582917122359754,"score_spread":0.3133389322871399,"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."}}