{"id":"W3035191195","doi":"","title":"Scenario Changes of Atlantic Water in the Arctic Ocean","year":2017,"lang":"en","type":"article","venue":"97th American Meteorological Society Annual Meeting","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Oceanography; Arctic; Climatology; The arctic; Environmental science; Geology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.001303616,0.0001485409,0.0003276704,0.0000120702,0.0007154339,0.00006979984,0.000561636,0.00006771628,0.0002145828],"category_scores_gemma":[0.0004445417,0.00006772325,0.0001333249,0.0001087205,0.0009264274,0.0001181619,0.00007990748,0.0002549279,0.00003573776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004675248,"about_ca_system_score_gemma":0.000006161317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148969,"about_ca_topic_score_gemma":0.003113165,"domain_scores_codex":[0.9984838,0.0002232398,0.0002340917,0.000277893,0.000281097,0.0004999035],"domain_scores_gemma":[0.9990873,0.0003401976,0.0002216627,0.0002380129,0.00005261932,0.00006016003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004339249,0.00003242666,0.9816309,0.00001608392,0.00002158638,0.000008225103,0.003430974,0.0005575913,0.00004093031,0.00004321332,0.0001794884,0.01399524],"study_design_scores_gemma":[0.0001709931,0.0006998994,0.9842736,0.00001445899,0.00001823265,0.000003649516,0.01107524,0.001041995,0.00004052129,0.0007384713,0.001782432,0.0001404969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880814,0.0001379125,0.00001672138,0.01027638,0.0000756434,0.0001542053,0.00001094583,0.00001880392,0.001228015],"genre_scores_gemma":[0.997155,0.000246821,0.0007755951,0.001656371,0.0001263421,0.00000237767,0.00002454813,0.000001936889,0.00001102016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01385475,"threshold_uncertainty_score":0.991663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424801576039768,"score_gpt":0.2341189143016718,"score_spread":0.2098708985412742,"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."}}