{"id":"W3023357219","doi":"10.1126/sciadv.aaz3376","title":"Evolutionary trade-off in reproduction of Cambrian arthropods","year":2020,"lang":"en","type":"article","venue":"Science Advances","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft; Alexander von Humboldt-Stiftung","keywords":"Biology; Offspring; Arthropod; Reproduction; Ecology; Life history theory; Avian clutch size; Trade-off; Body plan; Extant taxon; Zoology; Evolutionary biology; Life history; Fishery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003291976,0.00006718747,0.0001218057,0.00009701046,0.0001465363,0.000009566339,0.0002423551,0.00002670037,0.00008145368],"category_scores_gemma":[0.0001526468,0.00005734163,0.00002896374,0.0009995751,0.001184135,0.0009940129,0.000001520078,0.00009270317,0.000006856367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001911169,"about_ca_system_score_gemma":0.000114712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149087,"about_ca_topic_score_gemma":0.001295918,"domain_scores_codex":[0.9989365,0.00003573318,0.0001899784,0.0003676955,0.0002534761,0.0002166513],"domain_scores_gemma":[0.9996573,0.00003429967,0.0000756079,0.0001238768,0.00001779371,0.00009115249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000259557,0.000007812008,0.6129133,0.000007781512,9.938327e-7,0.000004347308,0.0003609459,0.0006783893,0.001148907,0.0001241649,0.00001540774,0.384712],"study_design_scores_gemma":[0.00009686373,0.0001481475,0.994877,0.000008678078,0.000001559388,0.000007756487,0.0005028966,0.0008786729,0.001599619,0.0008916326,0.0009152425,0.00007194842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473276,0.02700527,0.00004699708,0.002430958,0.0003902698,0.0001011548,0.00001507169,0.00002595238,0.02265677],"genre_scores_gemma":[0.9980466,0.0001757908,0.001658475,0.0000532532,0.00005888522,2.97851e-7,0.000001663206,2.559465e-7,0.000004806805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3846401,"threshold_uncertainty_score":0.4362995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639795187854142,"score_gpt":0.2491972317775556,"score_spread":0.2327992798990142,"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."}}