{"id":"W2340984831","doi":"10.1371/journal.pone.0153197","title":"Influence of Environmental Variables on Gambierdiscus spp. (Dinophyceae) Growth and Distribution","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"National Oceanic and Atmospheric Administration; U.S. Public Health Service; Centers for Disease Control and Prevention; National Institute of Environmental Health Sciences; China Scholarship Council; U.S. Food and Drug Administration; Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China; Office of Experimental Program to Stimulate Competitive Research; City University of Hong Kong; National Science Foundation","keywords":"Ciguatera; Biology; Salinity; Dinophyceae; Benthic zone; Ecology; Ciguatoxin; Range (aeronautics); Coral; Zoology; Phytoplankton; 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":[0.0001268458,0.0003345952,0.0003187681,0.0001879205,0.0002200639,0.0004145026,0.0001467557,0.0001791578,0.0007182026],"category_scores_gemma":[0.0003441797,0.0001305414,0.0001588674,0.0002094569,0.0002146355,0.0001947858,0.0004285388,0.0002602743,0.00009338144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732033,"about_ca_system_score_gemma":0.0001892217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004604748,"about_ca_topic_score_gemma":0.01150665,"domain_scores_codex":[0.999833,0.00003780351,0.00001496455,0.00005656371,0.00003280945,0.00002480563],"domain_scores_gemma":[0.9997028,0.00008565625,0.00008873952,0.00001621077,0.00004731493,0.00005928518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001156677,0.0002042589,0.3335778,0.0001419775,0.0001248354,0.0002663206,0.0003166821,0.000512373,0.6548576,0.00004766294,0.0001137178,0.008679983],"study_design_scores_gemma":[0.000005379036,0.000443275,0.9865171,0.000003508721,0.00002853943,0.00006348122,0.0001973422,0.000270998,0.01220343,0.00001658189,0.0002435611,0.000006905909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994817,0.0001489884,0.00004621254,0.000007639665,0.00000223142,0.000004392567,0.00009887232,0.00000322905,0.0002065985],"genre_scores_gemma":[0.9992317,0.0001118329,0.0001738632,0.0000278416,0.000002570078,0.00001326139,0.0002312032,0.000003194556,0.0002043495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004604748,"threshold_uncertainty_score":0.009155929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182172027934946,"score_gpt":0.2008719425976143,"score_spread":0.1890502223182648,"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."}}