{"id":"W6962104724","doi":"10.1594/pangaea.964509","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_22-5 on 2023-06-01, 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":"Chromatography in Natural Products","field":"Chemistry","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":[0.0006992582,0.00175597,0.001292438,0.003489965,0.000552271,0.001682629,0.001865437,0.001324178,0.03542317],"category_scores_gemma":[0.003299476,0.0005322224,0.001013558,0.007078091,0.0002876477,0.000952278,0.001261114,0.00138016,0.05009458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228266,"about_ca_system_score_gemma":0.001683255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04147246,"about_ca_topic_score_gemma":0.06362651,"domain_scores_codex":[0.9994159,0.000063648,0.00006885273,0.0002089238,0.0001491521,0.00009355607],"domain_scores_gemma":[0.9986305,0.0003327933,0.0001813891,0.0002965613,0.0004518691,0.0001068307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008689956,0.00003037847,0.004128288,0.0009901462,0.00007977553,0.00003305206,0.00003506187,0.0008612324,0.0002786036,0.0005478646,0.9891031,0.003825691],"study_design_scores_gemma":[0.0002135603,0.0000193423,0.02098179,0.0003302999,0.00004848493,0.00006092183,0.0001324257,0.0006302138,0.000549546,0.0009213201,0.9760735,0.00003869691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000161087,0.00002887786,0.00002688216,0.00001662985,0.00000895202,0.000002735323,0.9994062,0.0000895123,0.0002591127],"genre_scores_gemma":[0.0004876416,0.00004070078,0.0001535756,0.00001299419,0.00000346363,0.00002367318,0.9988745,0.00002928538,0.0003741227],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04147246,"threshold_uncertainty_score":0.1185024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06433857667005828,"score_gpt":0.2947385014596282,"score_spread":0.2303999247895699,"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."}}