{"id":"W2295657131","doi":"10.1890/15-0648.1","title":"Hydra effects in stable communities and their implications for system dynamics","year":2016,"lang":"en","type":"article","venue":"Ecology","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lernaean Hydra; Biology; Ecology; Extinction (optical mineralogy); Trophic level; Predation; Predator; Competition (biology)","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":[0.002732278,0.0003993949,0.000834349,0.001078392,0.00132899,0.001458002,0.0009054029,0.001107342,0.005803407],"category_scores_gemma":[0.01345041,0.0004962568,0.001126902,0.0005285098,0.00344787,0.002765505,0.00337917,0.001171656,0.0002525378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157506,"about_ca_system_score_gemma":0.0009392094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004924435,"about_ca_topic_score_gemma":0.003853238,"domain_scores_codex":[0.9992442,0.0003035706,0.00003953072,0.0001435868,0.0001361355,0.000132934],"domain_scores_gemma":[0.9918018,0.004468704,0.001623543,0.0005266899,0.000579444,0.0009997529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001029791,0.00007752899,0.01672786,0.0002658339,0.000211715,0.0009182168,0.001050338,0.2046645,0.004869117,0.7576512,0.001738726,0.01172218],"study_design_scores_gemma":[0.00005708136,0.0001160289,0.007279998,0.00005374893,0.00004807998,0.0002589328,0.000296466,0.4115214,0.0005459558,0.5779798,0.001781887,0.00006064041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.652707,0.002266861,0.3071585,0.003331214,0.000134749,0.0002101918,0.0005323638,0.0003466623,0.03331239],"genre_scores_gemma":[0.9900328,0.0003238326,0.007913994,0.0001054462,0.00004412411,0.00007562634,0.0000384497,0.00002341408,0.001442314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005803407,"threshold_uncertainty_score":0.01941431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259855207803044,"score_gpt":0.2649978632080768,"score_spread":0.2523993111300464,"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."}}