{"id":"W2149410636","doi":"10.1890/13-0979.1","title":"Linking removal targets to the ecological effects of invaders: a predictive model and field test","year":2013,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Oceanic and Atmospheric Administration","keywords":"Reef; Predation; Biomass (ecology); Ecology; Biology; Invasive species; Range (aeronautics); Introduced species; Fishery; Coral reef fish; Coral reef; Ecosystem","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":[0.005827845,0.001513752,0.001545509,0.001071314,0.0009304234,0.001236201,0.003649776,0.002623489,0.004513588],"category_scores_gemma":[0.01305788,0.0007221303,0.001264905,0.0006831608,0.001659675,0.001633132,0.00114538,0.002112522,0.0002703325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002328261,"about_ca_system_score_gemma":0.002179053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06887797,"about_ca_topic_score_gemma":0.0238061,"domain_scores_codex":[0.9994122,0.0002331963,0.00003179763,0.0001269919,0.00005603681,0.0001398086],"domain_scores_gemma":[0.977348,0.01894067,0.001584533,0.0004719126,0.001199516,0.0004554759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002423046,0.0002898624,0.007118207,0.00003355736,0.00003847294,0.00005644104,0.0000298438,0.9893667,0.0002049536,0.0009023375,0.0002412379,0.001476069],"study_design_scores_gemma":[0.00005542837,0.00008589852,0.0004779118,0.000002496422,0.00001672763,0.000004065137,0.00001441579,0.9988391,0.00008355494,0.0003874378,0.00002711421,0.000005933542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826363,0.0001003639,0.01275244,0.0004404741,0.00002157409,0.000127943,0.0003636357,0.0001993074,0.00335791],"genre_scores_gemma":[0.994713,0.00004707208,0.003972592,0.00009618091,0.00001141416,0.0001434243,0.0002032212,0.00001740495,0.0007957289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06887797,"threshold_uncertainty_score":0.1369541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009227914854565977,"score_gpt":0.2118404466000725,"score_spread":0.2026125317455065,"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."}}