{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002623984,0.0009386806,0.002291542,0.002021144,0.0004819009,0.00280456,0.001709655,0.003357899,0.005876479],"category_scores_gemma":[0.005691312,0.0003517944,0.000635903,0.002414547,0.00273421,0.006814221,0.001695952,0.004438343,0.002319646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263964,"about_ca_system_score_gemma":0.002351364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560854,"about_ca_topic_score_gemma":0.002713197,"domain_scores_codex":[0.9994086,0.000219815,0.00005790396,0.00009755609,0.0001703505,0.00004581118],"domain_scores_gemma":[0.9957547,0.003163703,0.0002897077,0.0001478777,0.0004611155,0.0001828089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000513722,0.00003300267,0.0002126311,0.008604652,0.0001159786,0.0001259991,0.0001988957,0.0003443194,0.0003542566,0.07068682,0.07187539,0.8473966],"study_design_scores_gemma":[0.00001137619,0.00003656617,0.0004833955,0.005349181,0.00008508345,0.0004703688,0.000169534,0.0001389848,0.00009000232,0.05857634,0.9345625,0.00002655341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005224484,0.995432,0.0002954772,0.002596397,0.0006323272,0.000001548518,0.00001151083,0.000008619942,0.0009698161],"genre_scores_gemma":[0.001367697,0.9943371,0.000277184,0.001872687,0.001426915,0.000007749883,0.00002082269,0.000005809002,0.0006840097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005876479,"threshold_uncertainty_score":0.0196588,"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."}}