{"id":"W2507633606","doi":"","title":"Bibliometric study of Dr. R.C.Sinha, a plant pathologist","year":2001,"lang":"en","type":"article","venue":"Annals of Library and Information Studies","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Science Citation Index; Library science; Citation; Citation analysis; Bibliometrics; Index (typography); Geography; Social science; History; Sociology; 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":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086781,0.0000906278,0.000259439,0.001175499,0.0001443659,0.00003200498,0.0001264301,0.00002804628,0.00003462131],"category_scores_gemma":[0.0001545171,0.00003299729,0.00003449015,0.00920491,0.0001261952,0.003519554,0.000242709,0.00005093406,0.000005018864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.107376e-7,"about_ca_system_score_gemma":0.000003126818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001859648,"about_ca_topic_score_gemma":0.000004041395,"domain_scores_codex":[0.999101,0.00005594317,0.0003779339,0.0000768463,0.0002353999,0.0001528893],"domain_scores_gemma":[0.9992748,0.0003657993,0.0001919283,0.00003692579,0.00009195684,0.00003854698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00104549,0.001293213,0.557815,0.0003239152,0.0007770712,0.00003104346,0.008749134,0.00001250581,0.006738093,0.002149584,0.1360962,0.2849688],"study_design_scores_gemma":[0.0002126834,0.001628169,0.9120652,0.00003693632,0.000007821917,0.000007016076,0.01563697,0.00001040566,0.003003232,0.0001915427,0.06708876,0.000111272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920179,0.003215479,1.821741e-7,0.001691111,0.00002411598,0.0001819173,0.0003057578,0.00002779147,0.002535759],"genre_scores_gemma":[0.9470115,0.05250748,0.000007840839,0.0003093643,0.00002274733,0.00001269704,0.00004537208,2.617127e-7,0.00008269856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3542503,"threshold_uncertainty_score":0.4422654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1956775951793983,"score_gpt":0.345137456388755,"score_spread":0.1494598612093568,"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."}}