{"id":"W3161796624","doi":"10.1017/pab.2020.38","title":"Relatedness and the composition of communities over time: Evaluating phylogenetic community structure in the late Cenozoic record of bivalves","year":2020,"lang":"en","type":"article","venue":"Paleobiology","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Taxon; Phylogenetic tree; Community structure; Phylogenetic diversity; Ecology; Biology; Species richness; Cenozoic; Phylogenetics; Biodiversity; Geography; Structural basin; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.00065576,0.00008113071,0.0002479058,0.00002788372,0.0002151932,0.000004235391,0.0002402712,0.00007446815,0.0001958706],"category_scores_gemma":[0.0000791516,0.00004393769,0.00003116978,0.0001351582,0.001055251,0.00002074419,0.00002643176,0.0003362334,0.000003624009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.671528e-7,"about_ca_system_score_gemma":0.00001022473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002920883,"about_ca_topic_score_gemma":0.03276823,"domain_scores_codex":[0.9966583,0.002882565,0.0002380568,0.00005385508,0.0000584783,0.0001087101],"domain_scores_gemma":[0.9978142,0.001841128,0.0001472996,0.0001498031,0.00003362271,0.00001393732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778663,0.000006608673,0.9799035,0.00003386894,0.00003589417,1.676932e-7,0.01739176,0.0003580619,0.0008139611,0.00006987512,0.00002423228,0.001184275],"study_design_scores_gemma":[0.0006215472,0.0001757486,0.991487,0.00001687501,0.00003139842,0.000005605127,0.003021541,0.003431344,0.00001638167,0.001099275,0.00004376412,0.00004950813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947729,0.00292238,0.000003571638,0.0009023116,0.0000511913,0.0001563013,0.00007379321,0.00000576581,0.001111771],"genre_scores_gemma":[0.9990831,0.0002414621,0.00008806058,0.0004930557,0.00001203176,9.139435e-7,0.00007599127,0.000001030995,0.000004323014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02984735,"threshold_uncertainty_score":0.9848812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049401532519001,"score_gpt":0.2629224435192076,"score_spread":0.2224284281940176,"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."}}