{"id":"W4391607910","doi":"10.1080/10508422.2024.2306134","title":"Bibliometric review and mapping analysis of publication ethics research","year":2024,"lang":"en","type":"article","venue":"Ethics & Behavior","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Scientific misconduct; Originality; Publishing; Misconduct; Bibliometrics; Research ethics; Engineering ethics; Political science; Intellectual property; Research integrity; Social science; Library science; Sociology; Public relations; Medicine; Law; Alternative medicine; Engineering; Computer science; Qualitative research","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","bibliometrics","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06307944,0.0009754187,0.003251066,0.1679676,0.002983837,0.006944384,0.001734137,0.001021025,0.006649763],"category_scores_gemma":[0.2928961,0.0005226436,0.003123677,0.1925054,0.001799959,0.004339142,0.004357468,0.0006956093,0.001173672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005342486,"about_ca_system_score_gemma":0.02083692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368234,"about_ca_topic_score_gemma":0.004095783,"domain_scores_codex":[0.8582382,0.06355499,0.02765874,0.006451163,0.04243183,0.001665019],"domain_scores_gemma":[0.643294,0.249292,0.03530104,0.01516376,0.0554152,0.001534087],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003787359,0.000239889,0.2121323,0.05425066,0.004715327,0.0008998989,0.0142215,0.003923324,0.001662762,0.03899114,0.02255026,0.6460344],"study_design_scores_gemma":[0.0003247407,0.0007703716,0.5456045,0.02397615,0.0101851,0.003508105,0.03491245,0.02791783,0.007317622,0.06849617,0.2765055,0.0004814577],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5192237,0.104209,0.1525774,0.00745425,0.001722017,0.02475724,0.04893097,0.002022662,0.1391028],"genre_scores_gemma":[0.8353684,0.02246528,0.110713,0.0003108859,0.0005324809,0.01506096,0.011242,0.000243656,0.004063452],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.998979,"threshold_uncertainty_score":0.3335999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4041699495895388,"score_gpt":0.552038113106941,"score_spread":0.1478681635174021,"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."}}