{"id":"W4303647279","doi":"10.1002/ecy.3894","title":"Demographic consequences of changes in environmental periodicity","year":2022,"lang":"en","type":"article","venue":"Ecology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"School of Life Sciences and Biotechnology Division of Life Sciences, Korea University; Horizon 2020 Framework Programme; Universidad de Cádiz; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of California, Los Angeles; MAVA Foundation; European Commission; University of Pretoria; National Geographic Society; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; H2020 Marie Skłodowska-Curie Actions; Ministerio de Economía y Competitividad; National Science Foundation","keywords":"Vital rates; Ecology; Seasonality; Population; Ecological succession; Habitat; Density dependence; Patch dynamics; Population growth; Occupancy; Biology; Geography; Environmental science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004794388,0.0002006836,0.0001577332,0.000252422,0.0002542202,0.0004412447,0.0002502252,0.0002584281,0.0009120805],"category_scores_gemma":[0.001557829,0.0001231258,0.0002952506,0.0001615637,0.0003472544,0.0002240802,0.0004620289,0.0002868306,0.00005541363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004265249,"about_ca_system_score_gemma":0.0002023475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002898459,"about_ca_topic_score_gemma":0.003352136,"domain_scores_codex":[0.9998702,0.00004746056,0.00001141258,0.00002767186,0.00001688085,0.00002626887],"domain_scores_gemma":[0.9994142,0.0001807852,0.0002049775,0.00006118952,0.00005936587,0.00007962774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004899165,0.0001760152,0.5872137,0.0001222489,0.0003263335,0.0006157312,0.0002193607,0.2990223,0.0951736,0.003098893,0.000433024,0.01310888],"study_design_scores_gemma":[0.00002685654,0.0005170021,0.7611549,0.00001638698,0.00007735351,0.0003255344,0.0004368171,0.2295471,0.004983791,0.002247131,0.0006302074,0.00003700519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990815,0.00001833007,0.0004946752,0.00001950487,0.000002319305,0.000002680924,0.00006293073,0.000007716721,0.0003104332],"genre_scores_gemma":[0.9998347,0.000007893152,0.00008882184,0.000004824283,7.086771e-7,0.000001861732,0.00003271096,0.000001182588,0.00002728671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002898459,"threshold_uncertainty_score":0.005763173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737904806502489,"score_gpt":0.2224067764196258,"score_spread":0.2050277283546009,"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."}}