{"id":"W2800520690","doi":"10.1111/1365-2745.12957","title":"Exploring the performance of intransitivity indices in predicting coexistence in multispecies systems","year":2018,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Species richness; Competition (biology); Extinction (optical mineralogy); Transitive relation; Variation (astronomy); Network topology; Monoculture; Ecology; Tournament; Econometrics; Mathematics; Biology; Computer science; Combinatorics; Physics","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":[0.0005723833,0.00004497502,0.0001780258,0.00002061917,0.00006805883,0.000007764072,0.0001383745,0.00002416896,0.000007570647],"category_scores_gemma":[0.00007677472,0.00001422109,0.00002361498,0.0001628496,0.0001151088,0.0001628253,0.0000301666,0.000126751,0.000001041637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001792401,"about_ca_system_score_gemma":0.000004935637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001589103,"about_ca_topic_score_gemma":0.01422232,"domain_scores_codex":[0.9993933,0.00007161415,0.0002774431,0.00005167069,0.0000784383,0.0001275128],"domain_scores_gemma":[0.9993449,0.0003770018,0.0002005585,0.000007592347,0.00005618786,0.00001368961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006089561,0.00003134829,0.9611527,0.000008372277,0.000006064493,0.00000898106,0.000862166,0.0000264919,0.03595192,0.00002318731,0.000005737717,0.001862195],"study_design_scores_gemma":[0.00009284708,0.0005268297,0.9956425,0.00008517593,0.000002520994,0.00003064867,0.002176335,0.0002633173,0.0009858183,0.000006175099,0.0001590157,0.00002878974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991584,0.0001393521,7.905405e-8,0.0002467172,0.0001809059,0.00005695142,0.000002742421,0.000001777907,0.0002131003],"genre_scores_gemma":[0.9993491,0.0003789091,0.00000665635,0.00001256416,0.0002448478,0.000003357037,1.134822e-7,1.903241e-7,0.000004247973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0349661,"threshold_uncertainty_score":0.7936388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297800529955517,"score_gpt":0.2331051510458368,"score_spread":0.1033250980502851,"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."}}