{"id":"W2725287390","doi":"10.1016/j.hal.2017.06.002","title":"Multiannual Chattonella subsalsa Biecheler (Raphidophyceae) blooms in a Mediterranean lagoon (Santa Giusta Lagoon, Sardinia Island, Italy)","year":2017,"lang":"en","type":"article","venue":"Harmful Algae","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Università degli Studi di Sassari","keywords":"Oceanography; Mediterranean climate; Algal bloom; Mediterranean sea; Environmental science; Ecology; Geology; Biology; Phytoplankton; Nutrient","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":[0.000156218,0.0002458135,0.0002689104,0.0005420757,0.0005491286,0.0004171446,0.0003171905,0.0003834787,0.0005553463],"category_scores_gemma":[0.0001782621,0.0001871089,0.000203408,0.0003718162,0.0004186185,0.0002259623,0.0004777152,0.0002063815,0.0001381659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009129368,"about_ca_system_score_gemma":0.0002888564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03126324,"about_ca_topic_score_gemma":0.04897857,"domain_scores_codex":[0.9999332,0.000008286633,0.00000458533,0.0000259437,0.000009415201,0.00001854834],"domain_scores_gemma":[0.9998305,0.00002528512,0.00004661293,0.00001293735,0.00002650803,0.0000582596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008499747,0.0001919097,0.9469467,0.00005359292,0.0001426778,0.001034417,0.001409309,0.0005558403,0.04104884,0.00004103958,0.0004458113,0.007279967],"study_design_scores_gemma":[0.00000573106,0.00003492181,0.9993876,0.000001141897,0.000008594295,0.00003822487,0.0001641159,0.0001349826,0.0001324683,0.00000365129,0.00008659095,0.000001936059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998046,0.00002473326,0.00001076238,0.000007127873,0.000001548877,0.00000125445,0.00005547729,0.000002586318,0.00009189168],"genre_scores_gemma":[0.9996418,0.00002502478,0.00004193934,0.00001303048,0.00000306493,0.000004650315,0.0001243923,0.000001639677,0.0001444514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03126324,"threshold_uncertainty_score":0.06216252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453477196586337,"score_gpt":0.2846522826010261,"score_spread":0.2501175106351627,"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."}}