{"id":"W6962646468","doi":"10.1594/pangaea.962959","title":"Spectral solar radiation over and under sea ice from remotely operated vehicle (ROV) surveys during the ARTofMELT2023 expedition","year":2024,"lang":"en","type":"other","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Radiance; Radiometer; Irradiance; Radiation; Solar irradiance; Sea ice; Wavelength; Spectral resolution; Remotely operated vehicle; Radiometry","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":[0.0002118726,0.0002927316,0.000294958,0.0007644898,0.0004952592,0.0003282001,0.0002649929,0.0002958851,0.001080736],"category_scores_gemma":[0.0003090394,0.0001004296,0.000247062,0.0007826232,0.000208056,0.0002127711,0.0004309024,0.0002425763,0.0003250659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005037666,"about_ca_system_score_gemma":0.000335705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.025351,"about_ca_topic_score_gemma":0.09848892,"domain_scores_codex":[0.9998413,0.00001422204,0.00000780522,0.00004352323,0.00006261125,0.00003059533],"domain_scores_gemma":[0.9998241,0.00001694307,0.00005399718,0.00001915953,0.00004715754,0.00003859189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001508251,0.0001859598,0.8930196,0.0001749439,0.000175811,0.001100704,0.001786206,0.00536571,0.03516071,0.0001702222,0.007215406,0.0541364],"study_design_scores_gemma":[0.00001181974,0.0000895016,0.9945615,0.0000135588,0.00001342823,0.0001003606,0.0001758458,0.0009120939,0.001616071,0.00002652005,0.002471455,0.000007931856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9936738,0.00005529361,0.0001793976,0.00002189381,0.00001047879,0.00001385374,0.003027158,0.00004283374,0.002975322],"genre_scores_gemma":[0.9871257,0.00009107696,0.001036455,0.00004330723,0.00002762474,0.00003869537,0.009827067,0.0000491462,0.00176098],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.025351,"threshold_uncertainty_score":0.05040687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499913847442027,"score_gpt":0.2594731090769247,"score_spread":0.2144739706025044,"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."}}