{"id":"W3138981701","doi":"10.5194/bg-2021-38","title":"Impact of moderate energetic ﬁne-scale dynamics on thephytoplankton community structure in the western MediterraneanSea","year":2021,"lang":"en","type":"article","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Centre National d’Etudes Spatiales; Aix-Marseille Université","keywords":"Phytoplankton; Sampling (signal processing); Environmental science; Oceanography; Water mass; Mediterranean sea; Boundary current; Ocean current; Temporal scales; Front (military); Geology; Climatology; Atmospheric sciences; Mediterranean climate; Ecology; Physics; Biology","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":[0.0002127922,0.0001452585,0.0001941469,0.0003080525,0.000216236,0.0003994177,0.0001662124,0.0002276931,0.0008388989],"category_scores_gemma":[0.0004526504,0.00008596187,0.0001777334,0.0001398306,0.0002346847,0.0001932283,0.0003147412,0.0001046218,0.00009362619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005097694,"about_ca_system_score_gemma":0.0002245778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374831,"about_ca_topic_score_gemma":0.01831942,"domain_scores_codex":[0.999908,0.00002313644,0.000004403826,0.00002785661,0.00001211188,0.00002440468],"domain_scores_gemma":[0.9998065,0.00002487571,0.00004852985,0.000009262923,0.00002867784,0.00008223162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404991,0.00006959175,0.9730769,0.00002627566,0.0001155094,0.0002593068,0.0003689783,0.0007829905,0.01678167,0.00008261207,0.0001510261,0.008044644],"study_design_scores_gemma":[0.000002983458,0.00003882758,0.9988325,0.000001636599,0.000006697263,0.00001298106,0.0001434074,0.0007690729,0.00007526421,0.00001641444,0.00009911472,0.000001269598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998641,0.00001764828,0.00002122273,0.00000752853,5.857421e-7,6.568395e-7,0.0000223249,9.666985e-7,0.00006498431],"genre_scores_gemma":[0.9998634,0.00001347821,0.00002501964,0.000005843271,0.000001238794,0.000001030428,0.00003632551,5.196441e-7,0.00005314869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374831,"threshold_uncertainty_score":0.0273366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583754104325831,"score_gpt":0.2320181095302316,"score_spread":0.2161805684869733,"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."}}