{"id":"W3170539568","doi":"10.3390/toxins13060413","title":"Asynchrony of Gambierdiscus spp. Abundance and Toxicity in the U.S. Virgin Islands: Implications for Monitoring and Management of Ciguatera","year":2021,"lang":"en","type":"article","venue":"Toxins","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China","keywords":"Ciguatera; Benthic zone; Ciguatoxin; Abundance (ecology); Trophic level; Biology; Ecology; Reef; Coral reef; Fishery; Fish <Actinopterygii>","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":[0.0002515422,0.0001552363,0.0001250543,0.000732436,0.0003148823,0.0003115326,0.0002605235,0.0001679025,0.0006273044],"category_scores_gemma":[0.0008321655,0.0001080701,0.00008055323,0.0006692242,0.000208544,0.0002036404,0.0004585366,0.0001897217,0.00008778951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009360322,"about_ca_system_score_gemma":0.0007222662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3201145,"about_ca_topic_score_gemma":0.5929617,"domain_scores_codex":[0.9998809,0.00001995346,0.00001106638,0.00003109686,0.00003415531,0.00002268522],"domain_scores_gemma":[0.9994264,0.00005389361,0.0002527301,0.00002421302,0.0001471216,0.00009568001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001918331,0.00001117,0.993706,0.00001029364,0.00001423979,0.00006803605,0.0002460933,0.00005593264,0.001424491,0.000009801222,0.0001564736,0.004278298],"study_design_scores_gemma":[2.211894e-7,0.000006124819,0.999471,0.000003768846,0.000002282646,0.00001977665,0.0002270343,0.00006007549,0.00005622688,0.00000406684,0.0001485822,8.204152e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981288,0.000235639,0.0000574008,0.0001060754,0.000002880215,0.0000069388,0.0003839878,0.000007873195,0.001070341],"genre_scores_gemma":[0.9987024,0.0002810903,0.0001859196,0.00004971982,0.000004057787,0.00001023952,0.000377824,0.000002254999,0.0003864542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3201145,"threshold_uncertainty_score":0.6365024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037294563407641,"score_gpt":0.3001511798128775,"score_spread":0.2797782341788011,"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."}}