{"id":"W4409704641","doi":"10.1002/ecy.70089","title":"Species occupancy is inflated by sink populations in productive environments but not unproductive environments","year":2025,"lang":"en","type":"article","venue":"Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"California Native Plant Society; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Biological dispersal; Occupancy; Ecology; Abiotic component; Ecosystem; Productivity; Competition (biology); Grassland; Biology; Sink (geography); Persistence (discontinuity); Limiting; Geography; Population","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":[0.001056468,0.0001446723,0.0003903798,0.0006813075,0.0004580696,0.0008383261,0.0002755517,0.0002818983,0.001327345],"category_scores_gemma":[0.003077397,0.0002468207,0.0002334517,0.0004113745,0.0009478773,0.000537037,0.0008388566,0.000388181,0.000170471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239557,"about_ca_system_score_gemma":0.000140733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456452,"about_ca_topic_score_gemma":0.004995532,"domain_scores_codex":[0.9992653,0.0002241346,0.00005531332,0.0002649283,0.00009045101,0.00009997741],"domain_scores_gemma":[0.9964615,0.001135142,0.00129324,0.000425393,0.0002103682,0.0004744023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001086928,0.00003810631,0.9854925,0.00002616819,0.0000811237,0.00006863502,0.0004338282,0.0001983465,0.00922989,0.0001522621,0.00006686884,0.004103652],"study_design_scores_gemma":[0.000001164957,0.00003100007,0.9988601,0.000003048709,0.00001114838,0.00007963089,0.0001672212,0.0003551019,0.0002382844,0.0001606096,0.00008877328,0.000003785932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991456,0.00007244307,0.0003367417,0.00001827776,0.000001952655,0.000001154619,0.00002684249,0.000005816501,0.0003911684],"genre_scores_gemma":[0.9998054,0.00001550595,0.00007347472,0.00001349862,0.000002371137,0.000001275704,0.00002725122,0.000002958897,0.00005833358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001456452,"threshold_uncertainty_score":0.005587161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379542091367338,"score_gpt":0.2519475294562348,"score_spread":0.2381521085425614,"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."}}