{"id":"W1988512054","doi":"10.1371/journal.pone.0032596","title":"Invasive Lionfish Drive Atlantic Coral Reef Fish Declines","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":430,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coral reef; Reef; Fishery; Biology; Predation; Invasive species; Abundance (ecology); Biomass (ecology); Ecosystem; Coral reef fish; Coral; Introduced species; Ecology; Marine ecosystem; Apex predator","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001341809,0.0001234991,0.0001840666,0.00002791964,0.0001449171,0.00001589725,0.0002086205,0.00008858059,0.0192927],"category_scores_gemma":[0.0003963183,0.0001141074,0.00004415835,0.0001440054,0.0002438702,0.0003617558,0.0002886216,0.000150256,0.00351341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000664896,"about_ca_system_score_gemma":0.000008664099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475802,"about_ca_topic_score_gemma":0.00134568,"domain_scores_codex":[0.9989705,0.00005217357,0.0001670431,0.0001969882,0.0002320695,0.0003812112],"domain_scores_gemma":[0.9993927,0.0001510763,0.00007662868,0.0002240142,0.00001573825,0.0001398838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001132614,0.0006928674,0.9646912,0.00001292939,0.00004287604,0.000006209777,0.0001840724,0.000001068593,0.0065285,0.0001957231,0.02754924,0.00008403249],"study_design_scores_gemma":[0.0002105347,0.00009617619,0.974725,0.00002367675,0.00006169864,0.000006367894,0.00006029496,0.00002141714,0.02026504,0.0003384112,0.004011971,0.0001794185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504941,0.00001603825,0.000004981798,0.001182966,0.0001277346,0.0001736346,0.000004803625,0.00004883945,0.04794694],"genre_scores_gemma":[0.9904929,0.0001121609,0.001056568,0.001862252,0.0003085462,0.00002716617,0.00002608761,0.00001196743,0.006102372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04184457,"threshold_uncertainty_score":0.9972625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04138793821368785,"score_gpt":0.2115848348071235,"score_spread":0.1701968965934356,"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."}}