{"id":"W4409413308","doi":"10.1016/j.ecss.2025.109314","title":"Bottom-up regulation of food webs in a high-latitude environment depends on season and habitat type","year":2025,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Habitat; Latitude; Environmental science; Ecology; High latitude; Oceanography; Geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002814764,0.000101323,0.0001468089,0.0001611152,0.0001028043,0.00003110614,0.0001239233,0.00003829128,0.0001086208],"category_scores_gemma":[0.00004300364,0.00007933431,0.00001099292,0.0003365737,0.0003462001,0.0001648911,0.0001040362,0.00009747807,0.000008153286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003557496,"about_ca_system_score_gemma":0.00005636888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182183,"about_ca_topic_score_gemma":0.01361479,"domain_scores_codex":[0.9991223,0.00002568926,0.0001590833,0.0003123877,0.0001817436,0.0001988081],"domain_scores_gemma":[0.9996774,0.00008155724,0.00004319527,0.0001127957,0.00001717221,0.00006790957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001324519,0.00002637009,0.8984795,0.00002386789,0.000004287266,0.000003088995,0.0000597438,0.0005569104,0.001407234,0.003276591,0.00002614326,0.09600388],"study_design_scores_gemma":[0.0003254018,0.0006598644,0.9909317,0.00002568451,0.000004535626,0.0000058921,0.00004975326,0.004320683,0.0009908606,0.002077637,0.0005168301,0.00009109409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919002,0.0001138314,0.00004978707,0.0002187039,0.000134126,0.0001030774,0.00001351128,0.000008227855,0.007458506],"genre_scores_gemma":[0.9982092,0.0001182944,0.0003554199,0.00007395732,0.00001079343,7.367739e-7,0.00002358021,9.33235e-7,0.001207101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09591278,"threshold_uncertainty_score":0.7597374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007411129509795656,"score_gpt":0.1945258950842835,"score_spread":0.1871147655744878,"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."}}