{"id":"W4401725458","doi":"10.1098/rsos.240154","title":"Proterozoic microfossils continue to provide new insights into the rise of complex eukaryotic life","year":2024,"lang":"en","type":"review","venue":"Royal Society Open Science","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Royal Society","keywords":"Eukaryote; Proterozoic; Biosphere; Evolutionary biology; Biology; Paleoecology; Ecology; Macroevolution; Acritarch; Paleobiology; Biological evolution; Paleontology; Astrobiology; Phylogenetics; Genome; Genetics; Gene","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":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002610537,0.0004052762,0.001296657,0.0001216998,0.0009660125,0.0006019803,0.006467653,0.0002893129,0.0008283773],"category_scores_gemma":[0.0004175115,0.0002219164,0.0004203397,0.002006188,0.002533855,0.0002469133,0.0009577574,0.0008919148,0.002121339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001253557,"about_ca_system_score_gemma":0.004379924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004007992,"about_ca_topic_score_gemma":0.002655095,"domain_scores_codex":[0.9963504,0.0004219711,0.0006977988,0.001049465,0.0006805458,0.0007998135],"domain_scores_gemma":[0.9977385,0.00049526,0.0002760926,0.0007868403,0.0001393675,0.0005638917],"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":[0.00003244471,0.00005285654,0.07693007,0.008304751,0.0003012726,0.0000381904,0.009768804,0.00008670067,0.000002467326,0.0002259626,0.07647694,0.8277795],"study_design_scores_gemma":[0.0001294841,0.0001664075,0.006474128,0.001894774,0.0002174168,0.00002326848,0.0002311236,0.0009318535,0.00000285411,0.0003515504,0.9892249,0.000352252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001270161,0.989172,0.00002812438,0.001082455,0.000434509,0.003537926,0.00002837267,0.00002691409,0.004419531],"genre_scores_gemma":[0.007123867,0.9782889,0.003668898,0.0007854517,0.0002365975,0.00008373016,0.00005828898,0.00001698338,0.009737261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9127479,"threshold_uncertainty_score":0.9989078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680348481136495,"score_gpt":0.349704073148535,"score_spread":0.2816692250348855,"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."}}