{"id":"W4389816843","doi":"10.1038/s41598-023-49716-8","title":"Increased habitat segregation at the dawn of the Phanerozoic revealed by correspondence analysis of bioturbation","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phanerozoic; Bioturbation; Habitat; Paleontology; Geology; Biology; Ecology; Cenozoic","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00176215,0.0000655812,0.0001484097,0.0001026928,0.0004600201,0.00004011102,0.0001455015,0.0000344603,0.0005763317],"category_scores_gemma":[0.0004484551,0.00003199892,0.0001098208,0.003237737,0.0003534022,0.00009818264,0.00003797145,0.00003976121,0.00003295841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006377772,"about_ca_system_score_gemma":0.00002722209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255387,"about_ca_topic_score_gemma":0.005574137,"domain_scores_codex":[0.9985477,0.0001337934,0.00036579,0.0002759634,0.0005376221,0.0001391387],"domain_scores_gemma":[0.9987988,0.0001938785,0.0004448745,0.0004063311,0.0001259677,0.00003010888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001712555,0.00000864157,0.9509774,0.000007411598,0.00005310586,0.000002975592,0.000321651,0.01239752,0.007259547,0.00000616339,0.02685621,0.002092188],"study_design_scores_gemma":[0.00003759471,0.00002311146,0.978262,0.000007734053,0.000115488,0.000002459044,0.0001830345,0.01366077,0.003938911,0.001037854,0.002681293,0.000049743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975002,0.0001886913,0.00001730666,0.0004788908,0.001186633,0.0001823724,0.00003351472,0.00001556373,0.0003967683],"genre_scores_gemma":[0.9960632,0.00001583614,0.000009921306,0.00002325061,0.000007691573,0.000001417177,0.0006005563,8.485603e-7,0.003277281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02728454,"threshold_uncertainty_score":0.6310428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758920772620236,"score_gpt":0.2178162804083038,"score_spread":0.2002270726821015,"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."}}