{"id":"W3099542223","doi":"10.1101/443275","title":"The importance of neutral over niche processes in structuring Ediacaran early animal communities","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Environment and Conservation, Government of Newfoundland and Labrador; Cambridge Philosophical Society; Natural Environment Research Council; Sight Research UK; Newnham College, University of Cambridge; Natural England","keywords":"Niche; Structuring; Ecosystem; Ecology; Geography; Neutral theory of molecular evolution; Niche construction; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007863531,0.0002619824,0.0002395552,0.000980656,0.00066184,0.001254761,0.0004158401,0.0003908974,0.001675045],"category_scores_gemma":[0.001528161,0.000150745,0.0001723517,0.0005970038,0.001495854,0.0007920932,0.0009893964,0.0002754421,0.0001405016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008029328,"about_ca_system_score_gemma":0.0003729663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006498214,"about_ca_topic_score_gemma":0.008998767,"domain_scores_codex":[0.9998202,0.00003800383,0.000012937,0.0000649389,0.00002183292,0.00004206031],"domain_scores_gemma":[0.9994875,0.0001394529,0.0001419098,0.0000430414,0.00009845821,0.00008958902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003913172,0.00005161725,0.8088174,0.0004821245,0.0002449379,0.0005771669,0.004393552,0.002565816,0.1300004,0.007468035,0.0002676233,0.04473997],"study_design_scores_gemma":[0.00001856542,0.00006010719,0.9829207,0.00004083737,0.00005936863,0.0003015425,0.002880307,0.003880168,0.003324355,0.004635022,0.001858247,0.00002075546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970476,0.0002945995,0.001541277,0.00006138467,0.000002883066,0.000003770544,0.00005898911,0.00001500823,0.0009745098],"genre_scores_gemma":[0.9993829,0.00008430779,0.0004240676,0.00001336181,0.000002430728,0.000001523544,0.00002816035,0.000004089707,0.00005924507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006498214,"threshold_uncertainty_score":0.0129208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984088370720976,"score_gpt":0.2342742656329125,"score_spread":0.2144333819257027,"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."}}