{"id":"W1988807627","doi":"10.1029/2011jc007261","title":"Evaluation and control mechanisms of volume and freshwater export through the Canadian Arctic Archipelago in a high‐resolution pan‐Arctic ice‐ocean model","year":2012,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelago; Oceanography; Arctic; Bay; Sea ice; Geology; Arctic ice pack; Anomaly (physics); Climatology; Flux (metallurgy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003950932,0.0007631028,0.0003425828,0.0003798108,0.0008949861,0.001060476,0.001237015,0.0004929634,0.0006397226],"category_scores_gemma":[0.001072824,0.0004552198,0.0005510206,0.0004287268,0.0005024322,0.0004975764,0.0003600612,0.0003513301,0.00006868607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005216393,"about_ca_system_score_gemma":0.006703495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8666003,"about_ca_topic_score_gemma":0.7815852,"domain_scores_codex":[0.9998596,0.0000220933,0.00000816483,0.0000412934,0.00003582251,0.00003288613],"domain_scores_gemma":[0.9996744,0.00007298138,0.00004697248,0.00002344244,0.0001411445,0.00004112284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008119444,0.00003666074,0.02531344,0.00002121652,0.00009945249,0.00004778299,0.00003070734,0.9693112,0.002185356,0.0005412078,0.0002448322,0.002086842],"study_design_scores_gemma":[0.00004325868,0.00002524775,0.01382137,0.000004328593,0.00004745186,0.00001083844,0.00003374295,0.9846228,0.0007771706,0.0001091196,0.0004847742,0.00001997235],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907541,0.0002165225,0.004077916,0.00017536,0.00002030255,0.00002866261,0.0009925762,0.0002463931,0.003488163],"genre_scores_gemma":[0.9969091,0.0001103639,0.001818336,0.00002494847,0.000004750474,0.00001152215,0.0004785384,0.00002142476,0.0006210493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333997,"threshold_uncertainty_score":0.2683705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917160834785622,"score_gpt":0.275256595821248,"score_spread":0.2460849874733917,"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."}}