{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001906448,0.0003011338,0.0002991046,0.001530199,0.001924002,0.0009687907,0.0004383386,0.000264444,0.001511357],"category_scores_gemma":[0.0004216259,0.0001592281,0.0002712699,0.002062288,0.0003200462,0.000282936,0.0003163558,0.0002232839,0.0001433634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01341161,"about_ca_system_score_gemma":0.006196824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897212,"about_ca_topic_score_gemma":0.9957053,"domain_scores_codex":[0.9998629,0.000006947395,0.00000546264,0.00002812088,0.0000391525,0.00005739807],"domain_scores_gemma":[0.9996191,0.00002362747,0.00003654333,0.00001139266,0.0002430262,0.00006632051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004304083,0.00003497108,0.9652199,0.00008719609,0.0001965746,0.0002939937,0.00119758,0.001444637,0.00672421,0.0003111171,0.002884231,0.02117536],"study_design_scores_gemma":[0.000001591752,0.000002710115,0.9984202,0.000004842216,0.000007889762,0.00001430034,0.000244237,0.0003194587,0.0001340273,0.00001193776,0.0008339633,0.000004802431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935971,0.0004829238,0.00008064247,0.0001099444,0.000009928263,0.000007025438,0.003087908,0.00002020446,0.002604325],"genre_scores_gemma":[0.9970199,0.0002062973,0.000111797,0.00003072658,0.000003888249,0.000005118861,0.00157672,0.000005888032,0.001039518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341161,"threshold_uncertainty_score":0.09730852,"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."}}