{"id":"W1994879036","doi":"10.1029/2007jf000830","title":"Comparison of PI‐SWERL with dust emission measurements from a straight‐line field wind tunnel","year":2008,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Aeolian processes; Wind tunnel; Wind speed; Snow; Soil water; Geotechnical engineering; Entrainment (biomusicology); Atmospheric sciences; Environmental science; Meteorology; Geology; Hydrology (agriculture); Geomorphology; Soil science; Physics; Mechanics","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":[0.0004576441,0.0001470788,0.0004556505,0.00002289525,0.0002194876,0.00003405755,0.0004250993,0.0000872952,0.001826024],"category_scores_gemma":[0.0004143949,0.00008965477,0.0001072031,0.0003942063,0.0002268027,0.0002869661,0.00002582064,0.0007080045,0.00004628735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001036845,"about_ca_system_score_gemma":0.0003329698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063316,"about_ca_topic_score_gemma":0.0008277307,"domain_scores_codex":[0.9970191,0.000144774,0.0004320545,0.0001880943,0.001801984,0.0004140109],"domain_scores_gemma":[0.9977487,0.0008397491,0.0002682893,0.0001722181,0.0005847654,0.000386303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002880251,0.0005158322,0.9359459,0.00009582795,0.0001771563,0.000235151,0.0007329754,0.003457953,0.004921518,0.000007066222,0.01328807,0.03774227],"study_design_scores_gemma":[0.001317109,0.007312668,0.9604748,0.0004558431,0.00003273527,0.00003100965,0.0005776385,0.007258557,0.02048349,0.0009931409,0.0008754899,0.0001874818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965799,0.001037184,0.0001698856,0.0002695819,0.00007765534,0.0001081404,0.0000118992,0.000005522717,0.001740237],"genre_scores_gemma":[0.9978058,0.0000826391,0.001322143,0.00003129368,0.0004097342,2.308877e-7,0.000006391343,0.000005912451,0.0003358674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03755479,"threshold_uncertainty_score":0.9990864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09913776515688721,"score_gpt":0.3454722794662107,"score_spread":0.2463345143093235,"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."}}