{"id":"W2065083271","doi":"10.1890/13-1647.1","title":"Relationship of habitat variability to population size in a stream fish","year":2013,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université du Québec à Trois-Rivières; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Habitat; Habitat fragmentation; Ecology; Biology; Population size; Population; Range (aeronautics); Fragmentation (computing); Effective population size; Genetic variation; Demography","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":[0.0001206623,0.00006857056,0.00009477058,0.00002835975,0.00005431741,0.000009291012,0.000124627,0.0001438402,0.000294457],"category_scores_gemma":[0.000353138,0.00006533549,0.00003929929,0.0001965547,0.00003046926,0.000004110015,0.00007076134,0.00005896003,0.00004180617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622374,"about_ca_system_score_gemma":0.00001359181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006272122,"about_ca_topic_score_gemma":0.0002618292,"domain_scores_codex":[0.9993271,0.0000614034,0.0002102164,0.0002252671,0.00006800012,0.0001080682],"domain_scores_gemma":[0.9994699,0.00009829925,0.0000582688,0.0002332884,0.00007586081,0.00006437315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007490941,0.0001110074,0.9896113,0.000007000835,0.000003522582,4.155286e-8,0.00002079906,0.0008852262,0.005141472,0.002150835,0.0009903376,0.001071027],"study_design_scores_gemma":[0.0001317591,0.00005877221,0.987031,0.00000112897,0.00000428627,5.011165e-7,0.00002548927,0.00002065757,0.0004615163,0.01001931,0.00217481,0.00007074253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947917,0.000003758669,0.002171869,0.000719289,0.0000198473,0.0006777566,0.00003184989,0.000009337904,0.001574582],"genre_scores_gemma":[0.9924327,0.000001299464,0.006638309,0.000295619,0.00003196927,0.0002287246,0.0001531048,0.000003344775,0.0002149602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007868475,"threshold_uncertainty_score":0.3224097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165348641350129,"score_gpt":0.2425947171536245,"score_spread":0.2309412307401232,"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."}}