{"id":"W2136547514","doi":"10.1023/a:1002795531073","title":"An Intercomparison Among Four Models Of Blowing Snow","year":2000,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; York University","funders":"","keywords":"Sublimation (psychology); Snow; Winter storm; Environmental science; Atmospheric sciences; Relative humidity; Meteorology; Thermodynamics; Geology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004231197,0.000199464,0.0004023388,0.0001047215,0.0001779067,0.0000632226,0.0004068066,0.0001675648,0.007494144],"category_scores_gemma":[0.00002243673,0.0001716696,0.00009796379,0.0001987088,0.0002751451,0.0006454926,0.00001115807,0.0002180519,0.000197527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004173222,"about_ca_system_score_gemma":0.00007541948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256738,"about_ca_topic_score_gemma":0.003538547,"domain_scores_codex":[0.9983995,0.0001939197,0.0003438753,0.0003807696,0.0002016349,0.0004802917],"domain_scores_gemma":[0.9992064,0.0001463206,0.00009350641,0.0003260853,0.00004270424,0.0001849448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006087678,0.0001051637,0.4067397,0.0000897873,0.0001272614,0.00009220141,0.001939782,0.1373419,0.0003545752,0.0001993722,0.001029285,0.4513721],"study_design_scores_gemma":[0.0006995351,0.00129178,0.2856454,0.00003696415,0.0000728977,0.00007641303,0.0001401878,0.6925507,0.0008071867,0.01210734,0.006185928,0.000385699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982384,0.0006529765,0.001821965,0.00009758859,0.0002610941,0.0001424724,0.00002576972,0.00006475717,0.01454942],"genre_scores_gemma":[0.9976706,0.00004635618,0.001479558,0.0003343609,0.0001277425,0.000002207182,0.00005256656,0.00000902365,0.0002775844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5552087,"threshold_uncertainty_score":0.9934132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411946624509264,"score_gpt":0.2433696502895513,"score_spread":0.2192501840444586,"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."}}