{"id":"W2105613642","doi":"10.1080/0967026031000096227","title":"Discrimination of the toxigenic dinoflagellates <i>Alexandrium tamarense</i> and <i>A. ostenfeldii</i> in co-occurring natural populations from Scottish coastal waters","year":2003,"lang":"en","type":"article","venue":"European Journal of Phycology","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Marine Biosciences","funders":"","keywords":"Alexandrium tamarense; Biology; Dinoflagellate; Red tide; Paralytic shellfish poisoning; Phytoplankton; Ecology; Zoology; Shellfish; Algal bloom; Fishery; Aquatic animal; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007307616,0.0000906525,0.0001598646,0.00005474103,0.00007669071,0.00001662617,0.0001454367,0.0000206349,0.0003624223],"category_scores_gemma":[0.0001465697,0.00006371217,0.00006526553,0.0001355187,0.0001587241,0.0001356927,0.0001021854,0.0002183877,0.000004285514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000316305,"about_ca_system_score_gemma":0.000008388877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007042602,"about_ca_topic_score_gemma":0.0002083884,"domain_scores_codex":[0.9983185,0.0008833022,0.0003950753,0.0001231691,0.0001440231,0.0001359664],"domain_scores_gemma":[0.9994441,0.00009064079,0.0002908278,0.0001081722,0.00001520108,0.00005104969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008315129,0.0001043295,0.7535561,0.00001166953,0.00002096976,0.00005558714,0.001131049,0.001955158,0.227004,0.00009944825,0.001130926,0.01484761],"study_design_scores_gemma":[0.0008722122,0.0001807659,0.9708228,0.00002940561,0.00002792731,0.0001303791,0.0002339881,0.00012231,0.0229363,0.0003888432,0.004142256,0.0001128817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906873,0.00007719463,0.00046504,0.00007649705,0.0005533083,0.00007105908,0.000006294563,0.000003433722,0.008059908],"genre_scores_gemma":[0.9972876,0.00001822507,0.002389684,0.000124971,0.00003431104,3.188527e-7,0.000001242063,0.000009479963,0.0001341331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2172666,"threshold_uncertainty_score":0.396827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595183332637902,"score_gpt":0.2506927267176324,"score_spread":0.2347408933912534,"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."}}