{"id":"W2026028267","doi":"10.1007/s13131-015-0628-5","title":"An analytical validation for the attenuation of lateral propagating light in sea ice","year":2015,"lang":"en","type":"article","venue":"Acta Oceanologica Sinica","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Attenuation; Sea ice; Optics; Attenuation coefficient; Geology; Ice crystals; Irradiance; Extinction (optical mineralogy); Scattering; Mineralogy; Physics; Climatology","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":[0.001606361,0.001033858,0.0004397226,0.001244017,0.0007311723,0.001361511,0.001615796,0.001051164,0.001911107],"category_scores_gemma":[0.008856977,0.0003231169,0.0008633581,0.0008877031,0.001331109,0.001466248,0.001105586,0.001155538,0.001028451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078578,"about_ca_system_score_gemma":0.001428652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016396,"about_ca_topic_score_gemma":0.004800905,"domain_scores_codex":[0.9990752,0.0001882467,0.00003701166,0.0001836347,0.0003930356,0.0001229115],"domain_scores_gemma":[0.9967539,0.001554286,0.0002422274,0.0003977566,0.0009951846,0.00005665407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003389241,0.0004475777,0.02117307,0.0006128876,0.0001379612,0.0009841288,0.0008323582,0.5939731,0.1536624,0.09140884,0.003606052,0.1328227],"study_design_scores_gemma":[0.00001305667,0.00006059239,0.002919919,0.00007283829,0.00002738564,0.0002211546,0.00009492232,0.9698884,0.0203362,0.004451492,0.00187493,0.00003904873],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1297727,0.001183338,0.8545226,0.0002760448,0.0002376079,0.0001747797,0.0003718741,0.0009124021,0.01254854],"genre_scores_gemma":[0.9034094,0.001427525,0.09082829,0.0001849716,0.0001475986,0.0001433786,0.0003990642,0.0002328833,0.003226712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01016396,"threshold_uncertainty_score":0.02020961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05312457461895556,"score_gpt":0.2841524474246621,"score_spread":0.2310278728057065,"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."}}