{"id":"W2560530650","doi":"10.1002/ase.1671","title":"Academic nightmares: Predatory publishing","year":2016,"lang":"en","type":"article","venue":"Anatomical Sciences Education","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Publishing; Publication; Transparency (behavior); Diligence; Public relations; Scientific misconduct; Work (physics); Political science; Psychology; Medicine; Engineering; Law; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.037077,0.0006234982,0.00104821,0.006281848,0.01611771,0.02289686,0.00269375,0.005063077,0.02210869],"category_scores_gemma":[0.1727499,0.0007471642,0.0009386995,0.008455228,0.01584291,0.0127942,0.01173505,0.007028655,0.01035517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006055056,"about_ca_system_score_gemma":0.007405993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002114771,"about_ca_topic_score_gemma":0.004549488,"domain_scores_codex":[0.9388662,0.0243552,0.00337424,0.003437044,0.02662778,0.003339543],"domain_scores_gemma":[0.7715463,0.08064365,0.05779501,0.03132796,0.0321279,0.02655918],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004211275,0.0002005781,0.03381864,0.0009693463,0.0001979394,0.00379159,0.05920519,0.0002176687,0.001047967,0.09207136,0.6228033,0.1852554],"study_design_scores_gemma":[0.00005335689,0.0001711362,0.01424241,0.0008601409,0.0000521926,0.004984743,0.04149712,0.0005110845,0.0009051301,0.04833214,0.8882717,0.0001187494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.188323,0.02503748,0.01127881,0.4631616,0.02188231,0.0003853832,0.00100519,0.002443196,0.2864829],"genre_scores_gemma":[0.8115158,0.01147741,0.005801843,0.07532836,0.01540872,0.0002513005,0.0006011224,0.001251802,0.07836366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949369,"threshold_uncertainty_score":0.1960843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5069851338706,"score_gpt":0.5885490069478322,"score_spread":0.08156387307723223,"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."}}