{"id":"W2351189444","doi":"","title":"Community Analysis of Contributors to the Journal of Northwest A&F University(Natural science Edition)","year":2004,"lang":"en","type":"article","venue":"","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Library science; Academic community; Statistic; Sociology; Media studies; Political science; History; Social science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00451132,0.0002567921,0.0005953829,0.04015718,0.001678561,0.001944879,0.0005183425,0.0003245853,0.004099491],"category_scores_gemma":[0.0280653,0.0001530524,0.0006131127,0.02882085,0.0005347775,0.001121121,0.001323944,0.0003276727,0.0007475551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137141,"about_ca_system_score_gemma":0.001993979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182301,"about_ca_topic_score_gemma":0.01888413,"domain_scores_codex":[0.9953716,0.0008321047,0.0007460194,0.0006973702,0.001917381,0.0004355381],"domain_scores_gemma":[0.9618309,0.0122691,0.007535972,0.001615993,0.01354083,0.003207238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003252773,0.00009338497,0.9353152,0.0003500456,0.0002012515,0.0002247876,0.003051334,0.0002237998,0.001236189,0.0007104338,0.006100067,0.05216823],"study_design_scores_gemma":[0.00001122539,0.00007797858,0.984283,0.00003300792,0.00005665866,0.0002678668,0.002583895,0.0008533077,0.0003840631,0.0002388982,0.01118364,0.00002646253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977234,0.0009154602,0.0009050119,0.0002237832,0.0000850259,0.0001914751,0.01272058,0.0001280802,0.007596561],"genre_scores_gemma":[0.9781674,0.0004910058,0.002310547,0.00003289869,0.0001072763,0.0002175215,0.01199289,0.00004561024,0.006634966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9598428,"threshold_uncertainty_score":0.02385849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3292462983404808,"score_gpt":0.5161310629486875,"score_spread":0.1868847646082067,"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."}}