{"id":"W6944313314","doi":"10.17895/ices.pub.25257547.v1","title":"Modeling the influence of North Atlantic freshening on phytoplankton dynamics in the Nova Scotian Shelf and Gulf of Maine region","year":2007,"lang":"en","type":"other","venue":"International Council for the Exploration of the Sea (ICES)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Stratification (seeds); Water mass; Sea surface temperature; Boundary current; Salinity; Algal bloom; Precipitation; Primary productivity","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":[0.0001932688,0.0004561343,0.0002413115,0.0002319174,0.0005020899,0.0008306674,0.0005728097,0.0005484398,0.001108038],"category_scores_gemma":[0.0006842353,0.0003777674,0.0004827586,0.0001975318,0.0003411145,0.0002662968,0.0004260181,0.0002806238,0.00009008965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003509342,"about_ca_system_score_gemma":0.003258481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6665231,"about_ca_topic_score_gemma":0.606877,"domain_scores_codex":[0.9999417,0.00001012363,0.000003199767,0.00001378033,0.000007693181,0.00002342814],"domain_scores_gemma":[0.9997503,0.00008408101,0.00004177797,0.00001388205,0.00004368122,0.00006617379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001002947,0.00004259374,0.0491471,0.00002216235,0.000050593,0.0002204301,0.00004216912,0.9457501,0.002306391,0.000432368,0.0003830229,0.001502745],"study_design_scores_gemma":[0.00006477562,0.00005003028,0.03373289,0.000009106146,0.00004068768,0.00001892344,0.00007035123,0.9649756,0.0004566194,0.0001954954,0.000373518,0.00001189206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965652,0.00007353425,0.0006737192,0.0001045121,0.00001459098,0.00001595421,0.000314419,0.00002893793,0.002209054],"genre_scores_gemma":[0.9985918,0.00004916785,0.0003662547,0.00001551776,0.00000272421,0.000008457815,0.0001109972,0.000005352837,0.0008497489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3334769,"threshold_uncertainty_score":0.6708816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066796456940276,"score_gpt":0.2839791349761622,"score_spread":0.1772994892821346,"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."}}