{"id":"W2791059647","doi":"10.1111/cobi.13093","title":"Past, present, and future of a freshwater fish metapopulation in a threatened landscape","year":2018,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Consejo Nacional de Innovación, Ciencia y Tecnología; National Geographic Society Education Foundation","keywords":"Metapopulation; Threatened species; Population; Ecology; Geography; Coalescent theory; Gene flow; Genetic diversity; Biology; Biological dispersal; Habitat; Demography; Sociology","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":[0.001765328,0.0001054322,0.0002053878,0.0006212548,0.0007611775,0.001147875,0.0004934187,0.000536408,0.0007018252],"category_scores_gemma":[0.002251385,0.0001494456,0.0003306271,0.0003788543,0.00122846,0.001384377,0.0005784933,0.0003797312,0.00005668768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363537,"about_ca_system_score_gemma":0.0005681691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00417492,"about_ca_topic_score_gemma":0.01203902,"domain_scores_codex":[0.9997823,0.0001021766,0.00001071513,0.00005213835,0.00002710229,0.00002562843],"domain_scores_gemma":[0.9994847,0.0001644934,0.0001131232,0.0000527564,0.00006265168,0.0001223452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003157826,0.0001607398,0.7507488,0.0001300105,0.0004245034,0.001040389,0.004712155,0.1076305,0.01599164,0.05669663,0.0004972802,0.06165175],"study_design_scores_gemma":[0.00005679023,0.0006624275,0.6060801,0.0001185734,0.0003447803,0.001397033,0.00490087,0.3214137,0.001058048,0.0600137,0.003808103,0.0001458069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956297,0.000201318,0.003184433,0.0002291404,0.000002875605,0.000003317613,0.00002038301,0.00001104731,0.0007177863],"genre_scores_gemma":[0.9988075,0.00006511827,0.001021411,0.0000127801,0.000001377393,0.000002595717,0.00001097161,0.000001906434,0.0000762316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00417492,"threshold_uncertainty_score":0.009893179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015867506099992,"score_gpt":0.2393757641665032,"score_spread":0.2235082580665112,"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."}}