{"id":"W4293240409","doi":"10.3354/meps14025","title":"Diatoms and fatty acid production in Arctic and estuarine ecosystems—a reassessment of marine food webs, with a focus on the timing of shorebird migration","year":2022,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Marine ecosystem; Diatom; Arctic; Ecosystem; Ecology; Food web; Productivity; Food chain; Environmental science; Seagrass; Habitat; Biology; Fishery; Oceanography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005016124,0.000130114,0.0002329272,0.00007726807,0.0001517485,0.00001685322,0.0001345674,0.00003346412,0.0007547159],"category_scores_gemma":[0.00004674757,0.00009336846,0.00001566151,0.0002833308,0.0004596596,0.0001481136,0.001311109,0.0002096406,3.234049e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020769,"about_ca_system_score_gemma":0.00002121061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007779236,"about_ca_topic_score_gemma":0.01867343,"domain_scores_codex":[0.9987678,0.0001908337,0.0002582314,0.0003098382,0.0002639112,0.0002094158],"domain_scores_gemma":[0.9994943,0.00006449342,0.0001534496,0.0002339189,0.00001937826,0.00003449809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004576016,0.0001988942,0.9724601,0.00009952512,0.00002948694,0.000007748767,0.0002872366,0.0000168018,0.0000843496,0.0003771374,0.00003228556,0.02594887],"study_design_scores_gemma":[0.0003781396,0.003095111,0.9923607,0.000007269095,0.00001508526,0.00008098342,0.00061944,0.0003535822,0.001697889,0.0007022386,0.0005842955,0.0001053183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938879,0.000009817521,7.73514e-7,0.003246673,0.00003756199,0.0007363118,0.000004340707,0.00001171411,0.002064896],"genre_scores_gemma":[0.9987212,0.0000630552,0.0004935363,0.00001417662,0.00001251301,0.0004947417,0.00002310589,0.00001219715,0.0001655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02584355,"threshold_uncertainty_score":0.9992332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123277803161515,"score_gpt":0.2223036667011475,"score_spread":0.2110708886695324,"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."}}