{"id":"W3015986919","doi":"10.1016/j.plrev.2020.03.002","title":"Long living transients: Enfant terrible of ecological theory?","year":2020,"lang":"en","type":"review","venue":"Physics of Life Reviews","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; University of Waterloo","funders":"National Institute for Mathematical and Biological Synthesis","keywords":"Ecology; Psychology; Geography; Cognitive science; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001023361,0.000398867,0.003126638,0.00002417578,0.00004654879,0.00001229277,0.0008654912,0.0001440013,0.00048139],"category_scores_gemma":[0.0002650599,0.0002566822,0.001056838,0.0004789648,0.0002104444,0.000108091,0.0003468423,0.0002766622,0.0003163572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008527315,"about_ca_system_score_gemma":0.00006722916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002070141,"about_ca_topic_score_gemma":0.00001243791,"domain_scores_codex":[0.9967932,0.0006169591,0.001476163,0.0005081572,0.0003316903,0.0002738756],"domain_scores_gemma":[0.9975123,0.0004120183,0.001368818,0.0005276825,0.000009822184,0.0001692969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001280868,0.0002191403,0.0003187175,0.02646771,0.00005125623,0.000003096167,0.000113158,0.00002043091,0.000004836076,0.0008868152,0.00008981661,0.9718238],"study_design_scores_gemma":[0.00005081242,0.0001017976,0.0000896281,0.02254192,0.0004624936,0.000004893481,0.000008786481,0.0001418231,0.000001413284,0.0003179395,0.9759074,0.0003711139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003720451,0.9933277,0.001219939,0.000006725526,0.0001107351,0.001201772,0.0000452538,0.00001184045,0.004038873],"genre_scores_gemma":[0.0007519288,0.9984974,0.0004708262,0.00003167883,0.00007800444,0.00007098146,0.00001144181,0.00003024317,0.00005754461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9758176,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007418660947257,"score_gpt":0.3055897260379809,"score_spread":0.2655155394285083,"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."}}