{"id":"W2625812227","doi":"10.3389/fgene.2017.00081","title":"Complementary Network-Based Approaches for Exploring Genetic Structure and Functional Connectivity in Two Vulnerable, Endemic Ground Squirrels","year":2017,"lang":"en","type":"article","venue":"Frontiers in Genetics","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Winnipeg","funders":"Wyoming Space Grant Consortium; Alabama Space Grant Consortium","keywords":"Landscape connectivity; Habitat; Population; Ecology; Geography; Habitat fragmentation; Extinction (optical mineralogy); Biological dispersal; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002080965,0.0001510819,0.0002088922,0.00003268312,0.0005557042,0.00002882091,0.000166143,0.00005967885,0.00007351829],"category_scores_gemma":[0.00002254466,0.0001552491,0.00002777751,0.00004498516,0.0004012103,0.0001100833,0.0001943965,0.0001935712,9.167354e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143856,"about_ca_system_score_gemma":0.00001175335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560055,"about_ca_topic_score_gemma":0.004023456,"domain_scores_codex":[0.9989486,0.0000647128,0.0001814979,0.0003576186,0.0001041,0.0003434505],"domain_scores_gemma":[0.9996029,0.00006463838,0.00008865792,0.0001958711,0.00000401233,0.0000439772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000688361,0.00003517032,0.9425282,0.00000888281,0.00001061322,0.000003327052,0.0001168742,0.04481117,0.0001075607,0.00002360565,0.0008683731,0.01141742],"study_design_scores_gemma":[0.001195451,0.00008119376,0.9734371,0.000007429385,0.00002383389,0.000001720304,0.0002057191,0.02074596,0.0001042125,0.003519075,0.0005061149,0.0001721654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852545,0.0004897731,0.0129587,0.0001072494,0.0006832383,0.0003837532,0.00002299321,0.000007973893,0.00009187127],"genre_scores_gemma":[0.962845,0.00006306065,0.03677139,0.0000791334,0.00008594444,0.0001081082,0.00001178225,0.00001169617,0.00002387673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03090896,"threshold_uncertainty_score":0.6330876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09579711700025749,"score_gpt":0.2776857997254715,"score_spread":0.181888682725214,"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."}}