{"id":"W2026232584","doi":"10.1016/j.pocean.2004.06.004","title":"Ecology of a marginal sea","year":2004,"lang":"en","type":"article","venue":"Progress In Oceanography","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"North Pacific Marine Science Organization","funders":"","keywords":"Ecology; Oceanography; Geography; Environmental science; Geology; 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":[0.0002430511,0.0001074581,0.000256496,0.0005249985,0.001480439,0.00147648,0.0004319676,0.0003617569,0.003182556],"category_scores_gemma":[0.00055462,0.00009879984,0.0001075705,0.0006201398,0.004116391,0.0007810559,0.00172476,0.0004438726,0.0002032792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104017,"about_ca_system_score_gemma":0.001910609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02219395,"about_ca_topic_score_gemma":0.04540429,"domain_scores_codex":[0.9998441,0.00004233444,0.000006554475,0.00002321515,0.00002229146,0.00006155155],"domain_scores_gemma":[0.9997938,0.00001669975,0.00002600245,0.00001496422,0.00004040117,0.000108161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040098,0.0001712012,0.4338809,0.0004418209,0.00009619477,0.00317829,0.0400889,0.001744372,0.0176327,0.3201421,0.004947411,0.1766361],"study_design_scores_gemma":[0.00003268461,0.000677489,0.7380253,0.0001903881,0.00006307813,0.002134853,0.0508585,0.001673906,0.0008164688,0.06638883,0.1390958,0.00004274157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704877,0.001367891,0.0003837437,0.001229277,0.00001975011,0.000005332761,0.00004011485,0.000009203435,0.02645691],"genre_scores_gemma":[0.9986241,0.0002182346,0.0001298702,0.00005838542,0.000005306573,0.00000177631,0.00001653425,0.000001649553,0.0009441378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02219395,"threshold_uncertainty_score":0.04412949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005466264567764962,"score_gpt":0.2185621366992395,"score_spread":0.2130958721314745,"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."}}