{"id":"W2035471729","doi":"10.1038/srep06012","title":"Rare species occupy uncommon niches","year":2014,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ecological niche; Biology; Computational biology; Evolutionary biology; Ecology; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003351954,0.0002574201,0.000791093,0.00166033,0.001286607,0.0009972883,0.0005738539,0.000550719,0.004917006],"category_scores_gemma":[0.0008798631,0.0002760621,0.0003180487,0.0009525896,0.00103898,0.001104903,0.002487641,0.0004101387,0.0009471857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793465,"about_ca_system_score_gemma":0.000256932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562022,"about_ca_topic_score_gemma":0.007689398,"domain_scores_codex":[0.9995204,0.00003745785,0.00003084874,0.0001791463,0.00007325531,0.0001588373],"domain_scores_gemma":[0.9983328,0.0003077284,0.0004879374,0.0002223217,0.0001366465,0.0005126193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006241984,0.0002640965,0.7020148,0.0009131359,0.0005143274,0.002043514,0.004464427,0.0008447309,0.1990187,0.006769584,0.001566516,0.08096191],"study_design_scores_gemma":[0.00002549543,0.0004683736,0.9568793,0.0001127425,0.0001696061,0.009780171,0.004077175,0.001136714,0.004041653,0.007510276,0.01574409,0.00005429577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936118,0.0009767197,0.0009651565,0.0000476054,0.000007333265,0.00000885207,0.0001672983,0.00004474724,0.004170532],"genre_scores_gemma":[0.9967774,0.0003635716,0.001303785,0.00008314544,0.00001364384,0.000009562861,0.0002298688,0.00001333021,0.001205692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004917006,"threshold_uncertainty_score":0.01644897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112866693169342,"score_gpt":0.2201441914905019,"score_spread":0.2090155245588085,"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."}}