{"id":"W6926593937","doi":"10.25384/sage.22760895.v1","title":"sj-docx-4-cjn-10.1177_08445621231172621 - Supplemental material for Research on Predatory Publishing in Health Care: A Scoping Review","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Project commissioning; Public health; MEDLINE","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003208581,0.001500963,0.001619726,0.009247977,0.00150394,0.008953042,0.003218007,0.003014006,0.9675333],"category_scores_gemma":[0.05164354,0.001614852,0.001497554,0.01637128,0.0008678243,0.007452597,0.004598626,0.002199639,0.8009637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877079,"about_ca_system_score_gemma":0.006645799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287564,"about_ca_topic_score_gemma":0.0237515,"domain_scores_codex":[0.9978035,0.00029424,0.0004946964,0.0002360973,0.0009404678,0.0002309314],"domain_scores_gemma":[0.957189,0.01950589,0.002942816,0.001591183,0.01584424,0.002926896],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002637682,0.00001291851,0.00007169027,0.002450404,0.000005403856,0.00001209252,0.00003312306,0.0000183143,0.00003757202,0.000280277,0.9890409,0.008010956],"study_design_scores_gemma":[0.0001982038,0.00002177481,0.001245101,0.003390456,0.00001889163,0.00006617874,0.0002252481,0.00004720663,0.0001755399,0.001163475,0.9934144,0.00003357597],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001815084,0.001197003,0.000656488,0.002929819,0.002098411,0.001092309,0.9029601,0.003459388,0.08542509],"genre_scores_gemma":[0.0038765,0.005782334,0.006195359,0.005498487,0.002142132,0.005683053,0.5969243,0.009013304,0.3648845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.996986,"threshold_uncertainty_score":0.04630965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092541538817835,"score_gpt":0.4441882777892734,"score_spread":0.23493412390749,"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."}}