{"id":"W2100995265","doi":"10.1139/cjfas-2012-0497","title":"Regional-scale patterns in community concordance: testing the roles of historical biogeography versus contemporary abiotic controls in determining stream community composition","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Abiotic component; Ecology; Biogeography; River ecosystem; Community structure; Community; Habitat; STREAMS; Invertebrate; Biotic component; Biology; Spatial ecology; Metacommunity; Geography; Biological dispersal","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.000805743,0.0001169481,0.0002365326,0.0009805233,0.00062317,0.0005329369,0.0003122,0.0002077525,0.0008862118],"category_scores_gemma":[0.002967571,0.0001480947,0.0002183257,0.0007459479,0.00097637,0.0003930432,0.0007717218,0.0001874995,0.00007665448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150068,"about_ca_system_score_gemma":0.0006552007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1160987,"about_ca_topic_score_gemma":0.2340772,"domain_scores_codex":[0.9994164,0.00013054,0.00004215413,0.0002067123,0.0001079838,0.00009634592],"domain_scores_gemma":[0.9979008,0.000478583,0.0006765467,0.0002306774,0.0004219235,0.0002914117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004868547,0.000009062616,0.996096,0.00000563058,0.00005163509,0.00001669272,0.0006025638,0.00005142353,0.002026087,0.00002884409,0.00001420912,0.001049179],"study_design_scores_gemma":[7.457588e-7,0.0000071288,0.9996589,6.838796e-7,0.000003764776,0.000006968909,0.0001603478,0.00009607759,0.00004500837,0.000006646299,0.00001273116,7.857276e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996821,0.00002544854,0.00007326457,0.000003867576,3.414884e-7,0.000002705396,0.00005037408,9.939674e-7,0.0001609933],"genre_scores_gemma":[0.999838,0.000007157771,0.00005387551,0.000001525743,5.050913e-7,0.000001735635,0.00006499923,6.838234e-7,0.00003157687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8839013,"threshold_uncertainty_score":0.2308459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04555813154698611,"score_gpt":0.2277446431122408,"score_spread":0.1821865115652547,"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."}}