{"id":"W2086674830","doi":"10.3189/172756411795931534","title":"Springtime CO<sub>2</sub> exchange over seasonal sea ice in the Canadian Arctic Archipelago","year":2011,"lang":"en","type":"article","venue":"Annals of Glaciology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Manitoba","funders":"Natural Resources Canada; Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Sea ice; Atmospheric sciences; Arctic ice pack; Snow; Climatology; Cryosphere; Environmental science; Arctic; Geology; Archipelago; Oceanography; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007997603,0.0001452444,0.0002141173,0.0001427994,0.0001418715,0.00001059586,0.0003919515,0.000129462,0.001136528],"category_scores_gemma":[0.000108507,0.0001074323,0.00007839089,0.0001652554,0.0003738468,0.0001126221,0.00001434335,0.0003086324,0.000211339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006484544,"about_ca_system_score_gemma":0.0001990844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2494212,"about_ca_topic_score_gemma":0.6986963,"domain_scores_codex":[0.9985336,0.0002581305,0.0002288842,0.0002271164,0.0001758008,0.0005764753],"domain_scores_gemma":[0.9991621,0.0002854864,0.00009376746,0.0002303402,0.00005613101,0.0001721889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007690012,0.00002684714,0.9830422,0.00003040363,0.00002701631,0.00007357157,0.003350397,0.00002390666,0.00001821762,0.001208624,0.0004178592,0.01170402],"study_design_scores_gemma":[0.000147546,0.0001911619,0.9913918,0.00001626923,0.00001016507,0.00004807557,0.000327806,0.001039972,0.00008393791,0.004895122,0.001710016,0.0001381119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986205,0.0001714192,0.00001288913,0.001246503,0.0001360277,0.0001364965,0.0001033441,0.000008596602,0.01197968],"genre_scores_gemma":[0.9954687,0.0002025679,0.00009224869,0.00402482,0.00008883391,0.000001904976,0.00009794959,0.000004249846,0.00001868041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.449275,"threshold_uncertainty_score":0.9997765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768018593761061,"score_gpt":0.2519188355478349,"score_spread":0.2042386496102243,"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."}}