{"id":"W2172100526","doi":"10.1093/plankt/fbm097","title":"Space-time variability of carbon standing stocks and fixation rates in the Gulf of Maine, along the GNATS transect between Portland, ME, USA, and Yarmouth, Nova Scotia, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Plankton Research","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Photic zone; Oceanography; Transect; Environmental science; Geology; Nutrient; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01195391,0.00008262931,0.0002651673,0.0001839867,0.00007702,0.00003534575,0.0002179939,0.00005321351,0.0001672417],"category_scores_gemma":[0.0002446455,0.00004516429,0.00002647975,0.0003654448,0.0001137718,0.00009170807,0.00001581642,0.0004282531,2.545972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001679756,"about_ca_system_score_gemma":0.0003377841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7443423,"about_ca_topic_score_gemma":0.9437268,"domain_scores_codex":[0.9977369,0.0004798775,0.0005263249,0.0001100396,0.0008845023,0.0002624031],"domain_scores_gemma":[0.9970542,0.002343254,0.0002354722,0.0001165049,0.0001639357,0.00008663129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001815974,0.000008627102,0.9963496,0.00007633064,0.00002480331,0.00003259713,0.0006535219,0.0001187869,0.0002668653,0.00001170955,0.0001082711,0.002167294],"study_design_scores_gemma":[0.0003689458,0.000296064,0.9961814,0.00007292533,0.00001385946,0.00005280602,0.00154397,0.0006532932,0.0004561152,0.0002226677,0.00008643783,0.00005150944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962078,0.0002670903,0.00003094925,0.0004046721,0.00004858271,0.0002136263,0.00009172103,5.278824e-7,0.002735054],"genre_scores_gemma":[0.9998,0.00003475343,0.000023412,0.000007169775,0.00007749013,9.885859e-8,0.000009858109,0.000001896533,0.00004528041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993846,"threshold_uncertainty_score":0.4143009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172231940507903,"score_gpt":0.2808029925336447,"score_spread":0.2490806731285657,"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."}}