{"id":"W2900654612","doi":"10.2106/jbjs.17.01569","title":"Predatory Publishing in Orthopaedic Research","year":2018,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Publishing; Directory; Citation; Library science; Publication; Web of science; Computer science; World Wide Web; MEDLINE; Political science; 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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04643847,0.0005360765,0.001201858,0.02101003,0.004673639,0.01540295,0.002576937,0.004039516,0.01232562],"category_scores_gemma":[0.2429043,0.0008784918,0.000827919,0.03187368,0.0129872,0.01075521,0.008566746,0.002741619,0.002464121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005736939,"about_ca_system_score_gemma":0.01140368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128732,"about_ca_topic_score_gemma":0.004061491,"domain_scores_codex":[0.8980856,0.04260971,0.01458064,0.008293932,0.0342861,0.002144002],"domain_scores_gemma":[0.3435103,0.4177136,0.1837031,0.01899923,0.0267029,0.009370833],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000492565,0.0002597309,0.3000431,0.02360481,0.000540936,0.008562084,0.0425989,0.0004914124,0.001041914,0.09110083,0.05672185,0.4745418],"study_design_scores_gemma":[0.0001573027,0.0006464829,0.2198587,0.03267831,0.0006042711,0.04850881,0.03080181,0.001402316,0.002014371,0.1068122,0.5562118,0.0003035556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.219615,0.5363646,0.01201087,0.1167273,0.006989198,0.0008168063,0.001077448,0.000439705,0.105959],"genre_scores_gemma":[0.8072971,0.14252,0.01267697,0.01646383,0.01145777,0.0004591039,0.000650151,0.0002734457,0.008201685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9959605,"threshold_uncertainty_score":0.245593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7911432833073164,"score_gpt":0.5825953285053198,"score_spread":0.2085479548019966,"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."}}