{"id":"W4304701127","doi":"10.1111/ele.14124","title":"Dispersal syndromes in challenging environments: A cross‐species experiment","year":2022,"lang":"en","type":"letter","venue":"Ecology Letters","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Division of Arctic Sciences; Horizon 2020 Framework Programme; Fonds Wetenschappelijk Onderzoek; Biodiversa+; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; H2020 European Research Council; Fondation Fyssen; Agence Nationale de la Recherche; Université Catholique de Louvain","keywords":"Biological dispersal; Metacommunity; Ecology; Biology; Context (archaeology); Ecosystem; Population; Demography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000142878,0.0002789384,0.0003243821,0.00004495678,0.0002907477,0.00004102618,0.0003051668,0.0003565013,0.007797508],"category_scores_gemma":[0.000009885948,0.0001305732,0.0001728417,0.0001170595,0.0002010485,0.00008940215,0.0002081834,0.00114091,0.00009064851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003850957,"about_ca_system_score_gemma":0.000003761591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002766435,"about_ca_topic_score_gemma":0.0001296779,"domain_scores_codex":[0.9980111,0.0001617863,0.0002815648,0.0007520115,0.0002617085,0.0005318884],"domain_scores_gemma":[0.9996587,0.0000822471,0.0001199175,0.0001043141,0.000003379599,0.00003145778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005862505,0.0003024951,0.1666626,0.00002498947,0.0001004894,0.002640571,0.0004928958,0.00007384702,0.185553,0.00001755284,0.6430982,0.0009747627],"study_design_scores_gemma":[0.00008793111,0.0001729556,0.4089549,0.000005425604,0.0000147069,0.00003859717,0.0001084387,0.000001780346,0.0001435334,0.000002431263,0.5902061,0.0002630809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6048678,0.0001036854,1.983475e-7,0.3939748,0.0006962379,0.0001915996,0.00002104149,0.00003250267,0.0001121298],"genre_scores_gemma":[0.6686946,0.0002412436,0.00001161125,0.3208588,0.003283132,0.0003632673,0.0008399126,0.000008347505,0.005699099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2422923,"threshold_uncertainty_score":0.9931095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576987423381351,"score_gpt":0.2311927319513065,"score_spread":0.205422857717493,"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."}}