{"id":"W1555963603","doi":"10.1029/2009gm000876","title":"Surface waters in Amazonia: Key findings and perspectives","year":2009,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Amazon rainforest; Key (lock); Oceanography; Geography; Geology; Earth science; Environmental science; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001001841,0.000376326,0.0004630265,0.00008800123,0.00009798387,0.00002716524,0.0002330668,0.0004566342,0.0004648916],"category_scores_gemma":[0.000006017471,0.0003357297,0.0001702393,0.00007936161,0.0009626049,0.0001040428,0.0001869982,0.0005620366,0.0004190959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083304,"about_ca_system_score_gemma":0.000005910555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691816,"about_ca_topic_score_gemma":0.00018285,"domain_scores_codex":[0.9983836,0.00002551051,0.0002368691,0.0007485923,0.0001594912,0.0004459408],"domain_scores_gemma":[0.9994938,0.00005125403,0.00007272777,0.0002450351,0.000006757573,0.0001304174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004499466,0.001740643,0.8685697,0.00007953822,0.0002678535,0.0006170981,0.007612201,0.0001120163,0.02701122,0.01723503,0.01812314,0.05818158],"study_design_scores_gemma":[0.0003128002,0.0003558461,0.9770218,0.00002579021,0.00004543491,0.000006229002,0.00008800226,0.000007465678,0.000037448,0.01081186,0.01082394,0.0004634148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094259,0.0001061573,7.932484e-7,0.0006352755,0.00009665222,0.0003078466,0.00002227611,0.00005209888,0.08935302],"genre_scores_gemma":[0.9382029,0.0004515406,0.0003247619,0.0002478143,0.00007385268,0.00001069786,0.00002084097,0.00003671792,0.0606309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108452,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313021192985499,"score_gpt":0.2150684133345902,"score_spread":0.2019382014047352,"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."}}