{"id":"W2017832045","doi":"10.1080/15569540600599217","title":"PARALYTIC SHELLFISH TOXINS IN TROPICAL OCEANS","year":2006,"lang":"en","type":"article","venue":"Toxin Reviews","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Marine Biosciences","funders":"","keywords":"Biology; Tropical marine climate; Dinoflagellate; Benthic zone; Shellfish; Tropics; Ecology; Paralytic shellfish poisoning; Saxitoxin; Marine toxin; Fishery; Ciguatera; Shellfish poisoning; Marine ecosystem; Intertidal zone; Ecosystem; Aquatic animal; Toxin; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006394892,0.0001576572,0.0003220904,0.00004152337,0.00004946285,0.00002464293,0.0001978852,0.00006520405,0.01149797],"category_scores_gemma":[0.00009949566,0.0001263165,0.0001207124,0.0004129418,0.00007473404,0.000107143,0.0001079951,0.0001710808,0.001987153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485981,"about_ca_system_score_gemma":0.000005424831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005488686,"about_ca_topic_score_gemma":0.001505463,"domain_scores_codex":[0.9984034,0.0002365738,0.0004968966,0.0003337906,0.0001770915,0.000352233],"domain_scores_gemma":[0.9994223,0.00004585018,0.00008329531,0.0003522866,0.000001985267,0.00009426186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000221265,0.0003560372,0.5773087,0.00005126021,0.000002778392,0.00003619701,0.0000567105,0.0004872082,0.003552491,0.0008619591,0.05856267,0.3587019],"study_design_scores_gemma":[0.0001921325,0.00003369333,0.254667,0.00001321152,0.000005331705,0.000008555181,0.000002552857,0.0005019702,0.0002713743,0.0008902914,0.7432655,0.0001483057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5653893,0.002371253,0.008298283,0.0007001161,0.0003290879,0.00108122,0.000003187251,0.0001282757,0.4216993],"genre_scores_gemma":[0.8337826,0.004376458,0.08464074,0.003340375,0.0006350465,0.000234175,0.00001292361,0.00008010516,0.07289755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6847029,"threshold_uncertainty_score":0.9987899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130133627593835,"score_gpt":0.2816523923102099,"score_spread":0.2603510560342716,"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."}}