{"id":"W2573001838","doi":"10.1029/2015eo034005","title":"Small Rivers Could Have Big Impact on Arctic Ocean","year":2015,"lang":"en","type":"article","venue":"Eos","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Arctic; Oceanography; Environmental science; The arctic; Geography; Climatology; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000108645,0.00006930506,0.00007665023,0.00001692513,0.00007562618,0.0000228076,0.00006754429,0.00003266412,0.000342914],"category_scores_gemma":[0.00005575544,0.0000412747,0.00003397713,0.00005281347,0.00003330116,0.00003695264,0.000005968163,0.00006921645,0.0009327498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006521296,"about_ca_system_score_gemma":0.00001176418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406998,"about_ca_topic_score_gemma":0.002017744,"domain_scores_codex":[0.9995243,0.00002456397,0.00006143235,0.0001102073,0.0001152982,0.0001641822],"domain_scores_gemma":[0.9997225,0.00004160908,0.00001718984,0.00006884216,0.00002582746,0.0001239963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007176084,0.00001373938,0.9523171,0.000003024228,0.00001359848,0.00001399266,0.000361087,0.01082028,8.591898e-7,0.00001448407,0.006083356,0.03028669],"study_design_scores_gemma":[0.0002429635,0.0009104708,0.9815432,0.000007470449,0.000007476551,0.000002953704,0.0005634798,0.004248541,0.00001351966,0.001893835,0.01044471,0.0001213841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855967,0.0001674852,0.00003233102,0.0007180029,0.0002842276,0.0000740945,0.0000111177,0.00002702403,0.01308905],"genre_scores_gemma":[0.9991544,0.00002454209,0.00006599664,0.0003476414,0.0001305443,1.764301e-7,0.00003595223,8.888917e-7,0.0002398313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03016531,"threshold_uncertainty_score":0.9998451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09667109089965431,"score_gpt":0.2382122386721113,"score_spread":0.141541147772457,"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."}}