{"id":"W3136391690","doi":"10.1016/j.jtbi.2021.110676","title":"Coupled phase-amplitude dynamics in heterogeneous metacommunities","year":2021,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metacommunity; Biological dispersal; Population; Ecology; Spatial ecology; Stability (learning theory); Spatial heterogeneity; Population cycle; Biological system; Biology; Predation; Computer science","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":[0.0002504689,0.0001240311,0.0002108181,0.0003933884,0.00024249,0.0004394511,0.000323063,0.0002944199,0.0006955502],"category_scores_gemma":[0.001491368,0.0001469057,0.0002457893,0.0001844552,0.0004899111,0.0005732709,0.0005027362,0.0002434943,0.0000815159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662374,"about_ca_system_score_gemma":0.0001579222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001224357,"about_ca_topic_score_gemma":0.0008463089,"domain_scores_codex":[0.9998871,0.000029466,0.00000662778,0.00003576315,0.00001968342,0.00002127585],"domain_scores_gemma":[0.9994821,0.0002003174,0.0001752447,0.00005152513,0.00004168384,0.00004910498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003841975,0.000241224,0.07093934,0.0001891165,0.0002816724,0.001376522,0.001573555,0.451525,0.3451028,0.08327227,0.00109467,0.04401956],"study_design_scores_gemma":[0.0000305861,0.00007635546,0.0250635,0.0000081915,0.00002770776,0.0001816399,0.0001439592,0.9423529,0.003831426,0.02775938,0.0004989307,0.00002534291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969834,0.00008259998,0.02864409,0.00008709367,0.000007646053,0.00001182111,0.00002954296,0.00005280871,0.001250447],"genre_scores_gemma":[0.9986577,0.00001522195,0.001170897,0.000008838418,0.000002608563,0.000005521854,0.000006867905,0.00000366728,0.0001287469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001224357,"threshold_uncertainty_score":0.002434433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701525301873225,"score_gpt":0.3046551287203209,"score_spread":0.2876398757015886,"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."}}