{"id":"W2074995888","doi":"10.1002/hyp.6407","title":"On the winter evolution of snow thermophysical properties over land‐fast first‐year sea ice","year":2006,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba; Université de Sherbrooke; University of Calgary","keywords":"Snowpack; Snow; Snow line; Environmental science; Arctic; Sea ice; Climatology; Climate change; Snow field; Arctic ice pack; Snowmelt; Atmospheric sciences; Sea ice thickness; Geology; Snow cover; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002363755,0.0002354715,0.0002239081,0.0004996603,0.0002556593,0.000405417,0.00009996377,0.0002044371,0.0005244889],"category_scores_gemma":[0.0004422596,0.0001157825,0.000230376,0.0003617354,0.0001764219,0.000218463,0.0001313589,0.0001335144,0.0001354133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114063,"about_ca_system_score_gemma":0.0001388244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135062,"about_ca_topic_score_gemma":0.01108907,"domain_scores_codex":[0.9999565,0.000007784886,0.000002516182,0.00001176879,0.00001106633,0.00001037996],"domain_scores_gemma":[0.9997155,0.00009843719,0.00007198743,0.00001896087,0.00006073882,0.0000342703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005274324,0.0001535513,0.9316043,0.00004826802,0.0001007787,0.0003160252,0.0004235885,0.009318969,0.04721024,0.0001137134,0.0002346528,0.009948466],"study_design_scores_gemma":[0.000002775736,0.00004784884,0.9933554,0.000002199817,0.00000717139,0.00003904094,0.0000596775,0.004237875,0.002131873,0.00001994362,0.0000928242,0.000003383434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997097,0.00001880099,0.00004932598,0.000003195804,7.028329e-7,9.228138e-7,0.00008732594,0.000003710508,0.000126278],"genre_scores_gemma":[0.999679,0.0000154007,0.00005001634,0.000001897089,0.000001136239,0.000001142721,0.0002019125,0.000001994755,0.0000475176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135062,"threshold_uncertainty_score":0.02256906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066033309813927,"score_gpt":0.1789934011940362,"score_spread":0.1683330680958969,"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."}}