{"id":"W4412204033","doi":"10.1080/01916122.2025.2532318","title":"The life of Evan J. Kidson (1930–2025)","year":2025,"lang":"en","type":"article","venue":"Palynology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Gerontology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003121011,0.00007370747,0.0001672612,0.00004321654,0.0001306361,0.000005580877,0.0004507681,0.00009477555,0.001750223],"category_scores_gemma":[0.0004564948,0.00005228437,0.00006204923,0.0003200667,0.0005310174,0.00002669506,0.0003268949,0.000118055,0.000892229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000493746,"about_ca_system_score_gemma":0.00002132266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666279,"about_ca_topic_score_gemma":0.001079872,"domain_scores_codex":[0.999098,0.0001308254,0.0002379956,0.0001979274,0.00008744271,0.0002478166],"domain_scores_gemma":[0.9991871,0.0002906731,0.00007999185,0.0004051337,0.000008937701,0.00002822474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004857239,0.0001191786,0.8382958,0.000009297885,0.0001927591,0.000006092097,0.0002516489,0.0007941894,0.008029582,0.01901725,0.09615266,0.03708297],"study_design_scores_gemma":[0.0003666099,0.0001048493,0.4532861,0.000003438114,0.000113633,0.000002311412,0.000228057,0.001629595,0.003724471,0.01222916,0.5281798,0.0001319188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7231397,0.0007257742,0.0007236527,0.01120207,0.0008894035,0.0002224611,0.000001564614,0.00004480215,0.2630506],"genre_scores_gemma":[0.9917148,0.0001026427,0.0002045498,0.0009880313,0.00001521585,0.00001901019,0.000001072404,0.000003935315,0.006950739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4320272,"threshold_uncertainty_score":0.9998857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007085012988144183,"score_gpt":0.250746611074396,"score_spread":0.2436615980862518,"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."}}