{"id":"W4415079172","doi":"10.4103/rpe.rpe_56_25","title":"Obituray (L.V. Krishnan)","year":2025,"lang":"en","type":"article","venue":"Radiation Protection and Environment","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Code (set theory); Critical mass (sociodynamics); Atomic energy; Health science; Energy (signal processing)","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":[],"consensus_categories":[],"category_scores_codex":[0.001228443,0.0008677432,0.0005651634,0.001255186,0.001470835,0.003053383,0.001262703,0.002046742,0.1825049],"category_scores_gemma":[0.00272836,0.0003167493,0.0003933541,0.0007487814,0.0006776575,0.001527949,0.002701644,0.002512506,0.1142585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309077,"about_ca_system_score_gemma":0.002586837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224436,"about_ca_topic_score_gemma":0.002759603,"domain_scores_codex":[0.9989416,0.0001028915,0.00005788711,0.0003306997,0.0003914238,0.000175573],"domain_scores_gemma":[0.9984037,0.0001650742,0.0001507948,0.0001131277,0.0006304183,0.000536823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001429561,0.00009231298,0.0008800845,0.000368158,0.00001392081,0.0004849219,0.000198485,0.0002213971,0.001287244,0.01565091,0.4889636,0.4916959],"study_design_scores_gemma":[0.000006447153,0.00004541898,0.0004669587,0.0001076423,0.000004191011,0.0007648237,0.0000649512,0.00009138228,0.0004982634,0.001247529,0.9966943,0.000008056781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00864583,0.15525,0.01434097,0.09239067,0.07434482,0.0003289693,0.002190337,0.003699296,0.6488091],"genre_scores_gemma":[0.04567063,0.0464485,0.00683876,0.01843789,0.008540949,0.000193516,0.001276792,0.000688758,0.8719041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1825049,"threshold_uncertainty_score":0.6105396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008948776723025506,"score_gpt":0.1745421152529607,"score_spread":0.1655933385299352,"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."}}