{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001540064,0.00009623456,0.0001337025,0.001237063,0.0004265041,0.0005857305,0.0001038585,0.0001323032,0.002043945],"category_scores_gemma":[0.0005651033,0.00008511698,0.00009955216,0.001189511,0.0003739724,0.0002643616,0.0004883413,0.0002235263,0.0002213248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094406,"about_ca_system_score_gemma":0.0002008965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005818211,"about_ca_topic_score_gemma":0.01686717,"domain_scores_codex":[0.9999027,0.00001604428,0.000005363321,0.00003113232,0.00001427062,0.00003036952],"domain_scores_gemma":[0.9997286,0.00003219003,0.0001177337,0.00002515207,0.00003541883,0.0000608518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001884653,0.00001537349,0.9557563,0.00002460118,0.00003201181,0.000306603,0.00162836,0.000186122,0.02759411,0.0007064429,0.000130669,0.01343086],"study_design_scores_gemma":[4.180404e-7,0.000005226285,0.999391,0.000001024497,0.000001395382,0.00004428295,0.0001297506,0.00004564544,0.0001815462,0.00002819755,0.0001707225,8.200022e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987769,0.00007478194,0.0001487885,0.0000104787,9.781993e-7,0.000001699101,0.0001706596,0.000003275609,0.0008124947],"genre_scores_gemma":[0.9995102,0.00003473327,0.00009073301,0.000003712932,0.000001857161,0.000001620353,0.0001938924,0.000002183863,0.0001609317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005818211,"threshold_uncertainty_score":0.01156873,"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."}}