{"id":"W257418665","doi":"10.1371/journal.pone.0127059","title":"Seasonal Differences in Extinction and Colonization Drive Occupancy Dynamics of an Imperilled Amphibian","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"Alberta Society of Professional Biologists; Cenovus Energy; Canadian Wildlife Federation; Alberta Conservation Association","keywords":"Occupancy; Colonization; Ecology; Extinction (optical mineralogy); Amphibian; Local extinction; Biology; Biodiversity; Abundance (ecology); Geography; Population; Biological dispersal; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001967754,0.00007313597,0.000110172,0.0004010111,0.0002835809,0.0004255084,0.0002596279,0.0001332611,0.001122172],"category_scores_gemma":[0.0006261104,0.00009873843,0.00009854362,0.0002852532,0.0004265684,0.0002304065,0.0002492359,0.000198139,0.0001110368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000753849,"about_ca_system_score_gemma":0.0003642439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1102365,"about_ca_topic_score_gemma":0.3538728,"domain_scores_codex":[0.999892,0.00001643585,0.000003789546,0.00002807272,0.00002021715,0.00003943732],"domain_scores_gemma":[0.9996758,0.00004872708,0.00014023,0.00001683114,0.00005229762,0.00006611385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005141758,0.00001769289,0.9912654,0.000007921107,0.00001428554,0.00005139213,0.0008910584,0.0002296003,0.002386704,0.00006266688,0.00007709092,0.004944752],"study_design_scores_gemma":[3.864703e-7,0.00001023853,0.9991591,0.000001436988,0.000002491456,0.00002735454,0.0003853488,0.0002523328,0.00004094026,0.00001295997,0.0001062437,0.000001190435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995694,0.00003144768,0.00006338173,0.000009772278,4.447272e-7,9.464461e-7,0.00002364521,0.000002307191,0.0002987157],"genre_scores_gemma":[0.9997011,0.00001996098,0.00007798475,0.000003935603,6.864281e-7,9.058734e-7,0.00004123754,8.112974e-7,0.0001534263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102365,"threshold_uncertainty_score":0.2191896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748491493904157,"score_gpt":0.2186805858494225,"score_spread":0.1911956709103809,"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."}}