{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002299297,0.0002959119,0.0001687367,0.0006301177,0.0002716639,0.0003220421,0.000196634,0.0003222404,0.0004347664],"category_scores_gemma":[0.000454824,0.0002044697,0.0001679111,0.0003161622,0.0003093344,0.0001772018,0.0003656247,0.0001287066,0.0001701468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580509,"about_ca_system_score_gemma":0.0001790018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007459945,"about_ca_topic_score_gemma":0.0193422,"domain_scores_codex":[0.9997424,0.00002572398,0.00003084341,0.00008899782,0.00006583612,0.00004613369],"domain_scores_gemma":[0.9996725,0.00006548125,0.0001166223,0.00001568829,0.00006407929,0.00006548413],"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":[0.0002410539,0.00004089213,0.1361272,0.00003376451,0.00001554718,0.000132855,0.0003669769,0.0000516991,0.8597931,0.00002878501,0.00001729757,0.003150687],"study_design_scores_gemma":[0.00001580522,0.0008063875,0.9561157,0.000008151921,0.00003131048,0.0006262647,0.0006058158,0.0004272383,0.04087342,0.00002075869,0.0004600384,0.000009119355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995598,0.00003018309,0.00009818692,0.000004349365,0.000001467843,0.000003658368,0.00003975655,0.000002107432,0.0002604625],"genre_scores_gemma":[0.9988488,0.00006840504,0.0005418587,0.00001707802,0.000002197583,0.0000103085,0.000284679,0.000001188419,0.000225692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007459945,"threshold_uncertainty_score":0.01483303,"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."}}