{"id":"W4213447863","doi":"10.1098/rspb.2021.1762","title":"The biogeography of community assembly: latitude and predation drive variation in community trait distribution in a guild of epifaunal crustaceans","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université du Québec à Chicoutimi","funders":"Hakai Institute; Åbo Akademi; Stiftelsen för Åbo Akademi; National Science Foundation","keywords":"Guild; Ecology; Community structure; Latitude; Trait; Biology; Predation; Community; Ecosystem; Epiphyte; Geography; Habitat","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":[0.0005770345,0.0001210523,0.0002242068,0.0007670255,0.0003847175,0.0007288491,0.0002345993,0.0002983849,0.0007540197],"category_scores_gemma":[0.002043061,0.0001867785,0.0002179952,0.0005036451,0.000655029,0.0004301608,0.0005582881,0.0002284738,0.0001232012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297886,"about_ca_system_score_gemma":0.0001904582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006468492,"about_ca_topic_score_gemma":0.01289448,"domain_scores_codex":[0.9997055,0.000127691,0.00001492482,0.00008690851,0.00003106847,0.00003392488],"domain_scores_gemma":[0.9982452,0.0006495404,0.0005312047,0.0001561556,0.0001683353,0.0002495293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211178,0.00002812941,0.9722996,0.00002581753,0.0001346828,0.00004563582,0.0006562429,0.0006048027,0.02088332,0.0001425765,0.00005864171,0.004999373],"study_design_scores_gemma":[0.000001658079,0.00001012059,0.9985992,0.000001758068,0.000007867537,0.00002077298,0.0001184227,0.0009772566,0.0001429466,0.00008097645,0.0000362809,0.000002629751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995832,0.00005830677,0.0001978144,0.00001104948,6.083181e-7,7.45762e-7,0.00002546668,0.000002886555,0.0001198706],"genre_scores_gemma":[0.9997676,0.00002281516,0.0001422352,0.000006323824,0.000001037046,0.000001083567,0.00002953501,0.000002226976,0.00002716182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006468492,"threshold_uncertainty_score":0.01286173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087533536390853,"score_gpt":0.2217381820997061,"score_spread":0.2008628467357976,"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."}}