{"id":"W4382700064","doi":"10.36948/ijfmr.2023.v05i03.4012","title":"Potential Domoic Acid (Neurotoxin) Producing Phytoplankton Pseudonitzschia in Indian Coastal Water - do We Need to Care?","year":2023,"lang":"en","type":"article","venue":"International Journal For Multidisciplinary Research","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board; Space Applications Centre; Indian Space Research Organisation","keywords":"Domoic acid; Phytoplankton; Neurotoxin; Ecology; Fishery; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001384623,0.0001617014,0.0001727431,0.0004696733,0.0004603502,0.0006583501,0.0001880311,0.000282298,0.0005252383],"category_scores_gemma":[0.0003177041,0.00007407864,0.0001364081,0.0007701721,0.0003173003,0.0005348659,0.0002852377,0.0001755176,0.0001385415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313087,"about_ca_system_score_gemma":0.0006296356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312135,"about_ca_topic_score_gemma":0.03294087,"domain_scores_codex":[0.999929,0.00001263095,0.000009494291,0.00001593726,0.00001668599,0.00001623468],"domain_scores_gemma":[0.9998094,0.00003359767,0.00006449519,0.00001095571,0.00004927848,0.00003234857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740631,0.00004342963,0.9164842,0.0002768949,0.00002505925,0.001094191,0.001230838,0.0002322882,0.03835836,0.0002250665,0.0002908616,0.04156473],"study_design_scores_gemma":[0.000002205532,0.0001399715,0.9857197,0.00004323721,0.00003728881,0.001229004,0.005796319,0.0003104926,0.002966842,0.0003276979,0.003410089,0.00001721705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941426,0.002756864,0.0004410742,0.0008260529,0.00001736821,0.00001095945,0.0002505718,0.0000140026,0.001540478],"genre_scores_gemma":[0.9949103,0.003609451,0.0007003462,0.0001380198,0.00001817047,0.000004138766,0.0001384831,0.000001768563,0.0004793286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312135,"threshold_uncertainty_score":0.02608991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614241064002898,"score_gpt":0.4067024995145462,"score_spread":0.3605600888745172,"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."}}