{"id":"W2167867364","doi":"10.2113/174.5.453","title":"Diversity of radiolarian families through time","year":2003,"lang":"en","type":"article","venue":"Bulletin de la Société Géologique de France","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"Permian; Phanerozoic; Paleontology; Cretaceous; Radiolaria; Extinction event; Geology; Plankton; Biodiversity; Diversification (marketing strategy); Extinction (optical mineralogy); Geologic time scale; Diversity (politics); Ecology; Oceanography; Biology; Cenozoic; Biological dispersal; Sedimentary rock; Demography","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":[],"category_scores_codex":[0.0008969884,0.0001258665,0.0002394841,0.00002468609,0.000412927,0.000010077,0.0002738426,0.0003615729,0.001783071],"category_scores_gemma":[0.0003270674,0.0001174015,0.000114199,0.0001005097,0.0005863565,0.00004853932,0.000005826445,0.0003205541,0.00003946126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003878835,"about_ca_system_score_gemma":0.00007466385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008754653,"about_ca_topic_score_gemma":0.0001034752,"domain_scores_codex":[0.9984248,0.0007892086,0.0001576226,0.0002004078,0.0001062544,0.0003217617],"domain_scores_gemma":[0.9988277,0.0008260467,0.0001008304,0.0001579762,0.00002443924,0.00006301274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000030821,0.00002484368,0.9845061,0.00001680204,0.00003673825,0.00003829205,0.001134719,0.00009221753,0.00005891252,0.002425676,0.003067625,0.008567205],"study_design_scores_gemma":[0.0003166792,0.00007824432,0.9536617,0.00001006743,0.00001456056,0.0000422419,0.0002369415,0.00003525093,0.0004647872,0.006977492,0.03802698,0.0001350962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6252429,0.004910184,0.001028124,0.0004578052,0.00009769122,0.00009519082,0.00003038013,0.00005310558,0.3680846],"genre_scores_gemma":[0.9877421,0.0004796393,0.01088751,0.0004303961,0.00003072698,0.000001367134,0.000002769211,0.000001019512,0.0004245202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3676601,"threshold_uncertainty_score":0.9991294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007674559255924514,"score_gpt":0.2167401356959259,"score_spread":0.2090655764400014,"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."}}