{"id":"W4413694682","doi":"10.1017/s1049096525101145","title":"The Predation Index: A Tool to Discover Predatory Journals","year":2025,"lang":"en","type":"article","venue":"PS Political Science & Politics","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Index (typography); Predation; Political science; Geography; Data science; Ecology; Biology; Computer science; World Wide Web","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":[0.01578483,0.0005544352,0.0008659385,0.04630798,0.001531502,0.003613314,0.001165626,0.000769441,0.007644423],"category_scores_gemma":[0.1181902,0.0004052466,0.0008490243,0.01725772,0.0009751628,0.003934065,0.003183603,0.0008657227,0.00208223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451157,"about_ca_system_score_gemma":0.002504262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740398,"about_ca_topic_score_gemma":0.004771822,"domain_scores_codex":[0.9861997,0.003767599,0.00292888,0.000766675,0.005844806,0.000492259],"domain_scores_gemma":[0.779682,0.1234839,0.04979946,0.007040853,0.03120435,0.008789483],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006492502,0.0003631476,0.772807,0.0008258787,0.0004565424,0.0003667134,0.002298783,0.0007326134,0.003675318,0.004277625,0.02590651,0.1876406],"study_design_scores_gemma":[0.000129037,0.0006529478,0.9440442,0.0003177623,0.0002609375,0.001232754,0.001875891,0.009546231,0.003184032,0.006591885,0.03189464,0.0002697011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.876241,0.001479687,0.04356446,0.002831408,0.000520788,0.002429458,0.02528573,0.004152515,0.04349493],"genre_scores_gemma":[0.8654012,0.0004623845,0.1168746,0.0003527236,0.0004957247,0.001793989,0.008504907,0.0002769421,0.005837665],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9992306,"threshold_uncertainty_score":0.08347917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160400967897494,"score_gpt":0.3241956369895678,"score_spread":0.3025916273105928,"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."}}