{"id":"W6943338105","doi":"10.1594/pangaea.964484","title":"Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 2","year":2024,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Radiance; Radiometer; Snow; Irradiance; Solar irradiance; Sea ice","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":[0.0008834116,0.001573075,0.00107658,0.003517527,0.0006269932,0.001827453,0.002023581,0.001601846,0.03267796],"category_scores_gemma":[0.004584898,0.000518261,0.0009924354,0.006402723,0.0003495036,0.001016767,0.001528247,0.001680733,0.04234627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487107,"about_ca_system_score_gemma":0.001813143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0462999,"about_ca_topic_score_gemma":0.08857439,"domain_scores_codex":[0.9993441,0.00008718744,0.00008321165,0.000204475,0.0001720591,0.0001091],"domain_scores_gemma":[0.998252,0.0004878683,0.0001884755,0.000371938,0.0005553531,0.0001443581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005176688,0.00003035765,0.002984929,0.0006636655,0.00004317792,0.00003032872,0.00004186037,0.000630684,0.0001476044,0.0006150164,0.991976,0.002784678],"study_design_scores_gemma":[0.0002182384,0.00002000167,0.0192496,0.0004085977,0.00003774338,0.0000823281,0.0002349617,0.0007643998,0.0004473038,0.001225475,0.9772689,0.00004235645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001997509,0.00002790952,0.00003201258,0.00003364534,0.00001310202,0.00000415923,0.9992566,0.00009397454,0.0003387379],"genre_scores_gemma":[0.0005343717,0.00003229937,0.0001802633,0.00001696679,0.00000391076,0.00003277108,0.9987779,0.0000244187,0.0003970691],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0462999,"threshold_uncertainty_score":0.1093186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09958275509712244,"score_gpt":0.3451807176293499,"score_spread":0.2455979625322275,"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."}}