{"id":"W2077302046","doi":"10.1029/2007jc004656","title":"Inference of optical properties from radiation profiles within melting landfast sea ice","year":2008,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sea ice; Sea ice thickness; Arctic ice pack; Geology; Antarctic sea ice; Sea ice growth processes; Melt pond; Sea ice concentration; Pancake ice; Cryosphere; Drift ice; Snow; Atmospheric sciences; Oceanography; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204602,0.0003915885,0.0001905566,0.0003961899,0.0002390781,0.0005387068,0.0002460909,0.0001917797,0.0004368454],"category_scores_gemma":[0.0007038618,0.0004590722,0.0003902449,0.000273538,0.0002334849,0.0003229392,0.0001959533,0.0002029819,0.0001687242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126435,"about_ca_system_score_gemma":0.0004541771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03638818,"about_ca_topic_score_gemma":0.03230467,"domain_scores_codex":[0.9999349,0.000009541056,0.00000350666,0.00002343669,0.00001024741,0.00001838753],"domain_scores_gemma":[0.9998386,0.0000507056,0.00003297866,0.00001698418,0.00003745366,0.00002321655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003043077,0.0001365671,0.7102782,0.00007292467,0.0001119814,0.0002035075,0.0003197388,0.1872494,0.08460878,0.0003733223,0.0001841546,0.01615719],"study_design_scores_gemma":[0.00004270886,0.00007808567,0.4367848,0.00001535036,0.0000481032,0.00004774042,0.0002729919,0.5368747,0.02521756,0.0002637053,0.0003297647,0.00002450043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982061,0.00001330587,0.001321687,0.000005629399,9.938553e-7,0.000005959238,0.0001312545,0.00003395826,0.000281087],"genre_scores_gemma":[0.998871,0.00001648089,0.0008123341,0.000002076129,7.372935e-7,0.000002628604,0.0002132551,0.000007658808,0.00007379372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03638818,"threshold_uncertainty_score":0.07235277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493417513538689,"score_gpt":0.2816253806367424,"score_spread":0.2366912055013555,"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."}}