{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002067126,0.0001429606,0.0001165878,0.0003728911,0.0003111485,0.000516227,0.0001797201,0.0002563354,0.00207892],"category_scores_gemma":[0.0008325049,0.0001015182,0.0001267118,0.0002075559,0.0003346041,0.0003619576,0.0005251509,0.0002737428,0.000228811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000639213,"about_ca_system_score_gemma":0.0002790036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02386986,"about_ca_topic_score_gemma":0.05254274,"domain_scores_codex":[0.9999242,0.000009930129,0.000006414406,0.00002068389,0.0000203187,0.00001850407],"domain_scores_gemma":[0.9993997,0.00004458794,0.0003445527,0.00002498701,0.0001016701,0.00008453199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008764715,0.00004257432,0.979,0.00004652158,0.00002677851,0.0001323084,0.0006221937,0.0001577714,0.008803376,0.0001086365,0.0006548577,0.01031744],"study_design_scores_gemma":[0.000002628582,0.00003427525,0.9982077,0.00000762637,0.000009479792,0.00004991397,0.0005645533,0.0001882561,0.0002891747,0.00004109423,0.0006030675,0.000002312319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978897,0.000152135,0.00004551285,0.0001425551,0.000004006347,0.000002399506,0.00005927057,0.00001056145,0.001693851],"genre_scores_gemma":[0.9991768,0.0001652853,0.00004835796,0.00006938667,0.000007072096,0.000002614172,0.0000732652,0.000001628663,0.0004555949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02386986,"threshold_uncertainty_score":0.04746187,"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."}}