{"id":"W4382539985","doi":"10.4018/978-1-6684-8805-8.ch005","title":"Mapping of the Research Publications on Research Ethics","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in information quality and management","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Ranking (information retrieval); Scientometrics; Bibliometrics; China; Geography; Social science; Political science; Regional science; Sociology; Archaeology; Information retrieval; Computer science","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","bibliometrics","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007662411,0.0004061445,0.0004018764,0.03566605,0.001320866,0.007767324,0.0006629896,0.000585629,0.0113818],"category_scores_gemma":[0.03759881,0.0002354759,0.0004480753,0.06810304,0.001198646,0.004613523,0.00215294,0.0007362991,0.004029834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003546,"about_ca_system_score_gemma":0.004785233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416451,"about_ca_topic_score_gemma":0.00173169,"domain_scores_codex":[0.9885074,0.00428778,0.0008325308,0.0007306072,0.005271254,0.0003703579],"domain_scores_gemma":[0.9377754,0.04657487,0.004857877,0.001894912,0.00801121,0.0008857665],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001192601,0.00008918943,0.05533434,0.003548874,0.00006404791,0.0009615644,0.02528266,0.001566354,0.001804888,0.09997387,0.05567994,0.755575],"study_design_scores_gemma":[0.00001876381,0.0001417965,0.1906908,0.00370369,0.00005933786,0.002470707,0.03630174,0.002486747,0.002794528,0.03139505,0.7298586,0.00007821133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3009863,0.03950375,0.01765209,0.01043044,0.001161758,0.0005434994,0.01320747,0.0005488785,0.6159657],"genre_scores_gemma":[0.7783322,0.04897904,0.03282815,0.001070025,0.001418485,0.0009983984,0.01226162,0.0004873385,0.1236246],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9994144,"threshold_uncertainty_score":0.04052323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.855291731454557,"score_gpt":0.6824187292670862,"score_spread":0.1728730021874707,"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."}}