{"id":"W4289778533","doi":"10.3138/jsp-2021-0023","title":"Predatory Journals in Journalism and Mass Communication: A Case Study of Deceptions","year":2022,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Journalism; Publishing; Publish or perish; Publication; Public relations; Government (linguistics); Face (sociological concept); Sociology; Political science; Media studies; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"evaluation","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["research_integrity","scholarly_communication"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01904032,0.0006756538,0.0006511457,0.003338262,0.02614325,0.01316798,0.002593202,0.008057123,0.002647144],"category_scores_gemma":[0.08879931,0.0007439485,0.0005518208,0.003516959,0.01396307,0.01044267,0.009913838,0.007319815,0.000638316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004974616,"about_ca_system_score_gemma":0.005229682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004096482,"about_ca_topic_score_gemma":0.007971896,"domain_scores_codex":[0.9557791,0.03458273,0.001418673,0.001128644,0.004808576,0.002282304],"domain_scores_gemma":[0.8305038,0.1235562,0.02603764,0.006877104,0.005499124,0.007526245],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009861819,0.0003253451,0.01828438,0.0002440528,0.00002882903,0.02190261,0.9257779,0.0001404825,0.0007512096,0.01041362,0.002587962,0.01944499],"study_design_scores_gemma":[0.00004916336,0.000297689,0.007941552,0.0005653911,0.00004828212,0.02182506,0.88928,0.0009925587,0.001283486,0.00769317,0.06994319,0.00008063518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538221,0.002104265,0.003544862,0.01684408,0.0002374399,0.000121217,0.00003216383,0.00004376925,0.02325006],"genre_scores_gemma":[0.9907418,0.001014254,0.001597765,0.002898436,0.0002634422,0.00006314001,0.00001649284,0.00003187768,0.003372692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9919429,"threshold_uncertainty_score":0.1006961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09097649785053674,"score_gpt":0.3604691504595788,"score_spread":0.269492652609042,"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."}}