{"id":"W1992945976","doi":"10.1080/0269249x.2009.9705789","title":"BLOOMS OF THE DIATOM GENUS <i>PSEUDO-NITZSCHIA</i> H. PERAGALLO IN BIZERTE LAGOON (TUNISIA, SW MEDITERRANEAN)","year":2009,"lang":"en","type":"article","venue":"Diatom Research","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Domoic acid; Nitzschia; Diatom; Phytoplankton; Biology; Genus; Mediterranean climate; Oceanography; Botany; Ecology; Zoology; Geology","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":[],"category_scores_codex":[0.003005235,0.0001612179,0.0002366522,0.0001835223,0.0002408056,0.00004941383,0.0007793962,0.0001257776,0.002484602],"category_scores_gemma":[0.0003361085,0.0001156366,0.0001194155,0.001592284,0.0003331233,0.0001571784,0.0004390822,0.0007331169,0.0002321399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362957,"about_ca_system_score_gemma":0.00005086893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550541,"about_ca_topic_score_gemma":0.0007755553,"domain_scores_codex":[0.9964253,0.0008612414,0.0003693462,0.0004223861,0.001295526,0.0006261655],"domain_scores_gemma":[0.9986876,0.0002923217,0.00007329613,0.0007279318,0.00003152088,0.0001873383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002651478,0.0009913959,0.4210501,0.00005317642,0.00002431502,0.0001192017,0.002476011,0.0009283617,0.108348,0.001033004,0.01012662,0.4545846],"study_design_scores_gemma":[0.001351757,0.0003138571,0.8801507,0.00003402376,0.000009378005,0.00002947189,0.0002384853,0.006101407,0.02684603,0.003384104,0.08118241,0.0003584001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601099,0.00009989952,0.00007892259,0.001323037,0.0001671163,0.0003829982,0.000007322543,0.00002675582,0.03780404],"genre_scores_gemma":[0.9965304,0.000098778,0.0008011979,0.0003102687,0.0000953355,0.0000242093,0.000002140283,0.00001692925,0.002120782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4591005,"threshold_uncertainty_score":0.9984273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367940293166913,"score_gpt":0.3481467043253842,"score_spread":0.3044673013937151,"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."}}