{"id":"W7098855424","doi":"","title":"Jahn et al. 153 Arctic freshwater export variability: A model study","year":2016,"lang":"en","type":"article","venue":"","topic":"Linguistic and Cultural Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelago; Arctic; Outflow; Pacific decadal oscillation; Salinity; Precipitation; Forcing (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003660008,0.0001363232,0.000163092,0.000002645198,0.000155129,0.00003506657,0.0001650499,0.00003086047,0.001612533],"category_scores_gemma":[0.0002077075,0.00002667836,0.00006610004,0.00007519381,0.00005228984,0.00007707359,0.0001403069,0.00004866882,0.0001252763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002164822,"about_ca_system_score_gemma":0.000004083802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003927062,"about_ca_topic_score_gemma":0.00178507,"domain_scores_codex":[0.9989676,0.00006310907,0.0001886555,0.0003378976,0.0002033482,0.0002394235],"domain_scores_gemma":[0.9995497,0.0001623235,0.00003507609,0.00006449853,0.0001147973,0.00007353283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575207,0.002615664,0.630248,0.00001194991,0.0003012881,0.00003851913,0.00266402,0.000005524539,0.1397181,0.01360714,0.120944,0.08968834],"study_design_scores_gemma":[0.0016008,0.00216348,0.5506827,0.00008058932,0.0001355457,0.00001538207,0.006128967,0.0005640177,0.002024396,0.07262287,0.3623611,0.001620168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780671,0.00001436861,0.00008161712,0.01314374,0.00009764419,0.0002642101,0.0000227667,0.0001099829,0.008198586],"genre_scores_gemma":[0.9897643,0.00001697775,0.0002426091,0.002798628,0.0000880334,0.00004087726,0.000004409991,5.970307e-7,0.007043622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2414171,"threshold_uncertainty_score":0.9993001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931059571430787,"score_gpt":0.2494696578413434,"score_spread":0.2101590621270356,"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."}}