{"id":"W1941622179","doi":"10.1111/j.1365-2648.2010.05429.x","title":"Research citation analysis of nursing academics in Canada: identifying success indicators","year":2010,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Scopus; Citation; Citation analysis; Nursing research; Bibliometrics; Summative assessment; Medicine; Subject (documents); Library science; Medical education; Nursing; MEDLINE; Psychology; Political science; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","bibliometrics"],"domain":"incentives","study_design":"observational","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch","bibliometrics","scholarly_communication"],"domain":"evaluation","study_design":"design_other","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01801669,0.001149808,0.001787541,0.10716,0.008651123,0.009599622,0.003718967,0.001070612,0.003333445],"category_scores_gemma":[0.09582166,0.0003645689,0.001430341,0.16367,0.001862695,0.002598186,0.004427926,0.0009971214,0.0008060268],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09771021,"about_ca_system_score_gemma":0.191581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9601377,"about_ca_topic_score_gemma":0.9576219,"domain_scores_codex":[0.9659613,0.001604993,0.003735838,0.001106076,0.02506585,0.002525931],"domain_scores_gemma":[0.8294962,0.01523871,0.01970928,0.001790406,0.1275235,0.006241911],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002290318,0.0001275324,0.7060987,0.00458284,0.0003582159,0.0003932732,0.01357406,0.001177437,0.0005802211,0.005231557,0.02018168,0.2474654],"study_design_scores_gemma":[0.00002054494,0.0001028875,0.9314188,0.001393598,0.0003621583,0.0003675719,0.01025458,0.002856812,0.001380196,0.0008627356,0.05079301,0.0001870357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114604,0.06035763,0.004343718,0.006568455,0.0007087142,0.001551537,0.05249631,0.0005140706,0.06199915],"genre_scores_gemma":[0.9467617,0.02012762,0.007987836,0.0003005229,0.0002183065,0.0005786872,0.01269092,0.0001227974,0.01121172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9819833,"threshold_uncertainty_score":0.7089405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08563898176354096,"score_gpt":0.384438687922677,"score_spread":0.298799706159136,"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."}}