{"id":"W7096146264","doi":"","title":"EVAPORATION FROM DRIFTING SNOW","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Evaporation; Latent heat; Wind speed; Energy balance; Deposition (geology); Sensible heat; Particle (ecology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002610403,0.00004839163,0.00003213031,0.000006515459,0.00003653271,0.000005492494,0.00006200989,0.00004523374,0.00007167545],"category_scores_gemma":[0.00001109464,0.00003256293,0.00001997313,0.00002353699,0.00001791119,0.000002005644,0.0000252258,0.00001457914,0.00002425326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006327752,"about_ca_system_score_gemma":0.00001226732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007719974,"about_ca_topic_score_gemma":0.00001115383,"domain_scores_codex":[0.9996516,0.000006086631,0.0000683238,0.0001584126,0.00002665488,0.00008888669],"domain_scores_gemma":[0.999751,0.000006051361,0.00002667798,0.0001694613,0.00002532832,0.00002143143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003993967,0.000006178532,0.0002381657,1.552365e-7,0.000002775665,3.672894e-8,0.000001238866,7.486559e-7,0.9770192,0.001262409,0.002648111,0.01881701],"study_design_scores_gemma":[0.0000792914,0.00002978557,0.000120317,0.000003232921,0.000001528854,4.309389e-7,0.000002594998,0.000004940972,0.8800961,0.001287732,0.1183182,0.00005580574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2155216,0.00005610075,0.7814372,0.0004804718,0.00001200166,0.00007488798,0.000008286182,0.00003464151,0.00237476],"genre_scores_gemma":[0.970045,0.0001045918,0.02671617,0.0002372177,0.000115516,0.00002862977,0.00007459847,0.000009532776,0.002668718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.754721,"threshold_uncertainty_score":0.1327878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006437125292108464,"score_gpt":0.300992132347075,"score_spread":0.2945550070549665,"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."}}