{"id":"W2132832845","doi":"10.1016/j.otohns.2004.09.026","title":"Trends in otolaryngology research during the period 1995‐2000: A bibliometric approach","year":2005,"lang":"en","type":"article","venue":"Otolaryngology","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demography; Gross domestic product; Bibliometrics; Population; Geography; Library science; Political science; Economics; Economic growth; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics","insufficient_payload"],"category_scores_codex":[0.05366313,0.0003770041,0.0008462492,0.6783282,0.001028746,0.001934716,0.007064504,0.0005963424,0.003284256],"category_scores_gemma":[0.02351194,0.0002385704,0.0003390521,0.8440805,0.001265051,0.001008009,0.002607066,0.00236776,0.001879127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600973,"about_ca_system_score_gemma":0.0004101194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000535948,"about_ca_topic_score_gemma":0.0004070209,"domain_scores_codex":[0.9801108,0.003374025,0.001642805,0.002108082,0.009866306,0.00289802],"domain_scores_gemma":[0.9882186,0.006414504,0.0002986118,0.002395741,0.002066267,0.0006062647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001875718,0.0009681873,0.7609788,0.00001648929,0.00004170079,0.0002669588,0.00126561,0.0003076166,0.002094382,0.002574074,0.01517025,0.2161283],"study_design_scores_gemma":[0.001154535,0.0002296965,0.889256,0.000004063452,0.000003795742,0.0004861872,0.0004144324,0.007755589,0.0002629035,0.0007992034,0.09935532,0.000278301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357241,0.004177189,0.0003299656,0.005854165,0.0003476483,0.0005418955,0.00002234018,0.00005833018,0.05294434],"genre_scores_gemma":[0.9852044,0.0003148229,0.001253999,0.0002880989,0.0004209969,0.0002211427,0.00001183248,0.00004026259,0.01224445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.21585,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4084102730113094,"score_gpt":0.5321889137873425,"score_spread":0.123778640776033,"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."}}