{"id":"W2106249638","doi":"10.1007/s00704-011-0412-1","title":"Regional analysis of wind climatic erosivity factor: a case study in fars province, southwest Iran","year":2011,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Quantile; Weibull distribution; Wind speed; Environmental science; Aeolian processes; Arid; Meteorology; Homogeneous; Climatology; Physical geography; Statistics; Geology; Mathematics; Geography","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":[0.0003740213,0.0002056318,0.0002475716,0.001360863,0.0004552246,0.0004077894,0.000365924,0.0002149752,0.0005284534],"category_scores_gemma":[0.0005149922,0.0001162054,0.0004040917,0.001861678,0.0002768172,0.0002506055,0.0002299036,0.0001739072,0.00005448246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511852,"about_ca_system_score_gemma":0.001191984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1512212,"about_ca_topic_score_gemma":0.1763265,"domain_scores_codex":[0.999819,0.00003230729,0.00001106515,0.00003254317,0.00003985544,0.00006524597],"domain_scores_gemma":[0.999762,0.00006541483,0.00004372504,0.00001536576,0.00008832692,0.00002511214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001513076,0.00021693,0.9454514,0.00009354171,0.0002022716,0.005169339,0.002056279,0.01896318,0.002997933,0.00130622,0.0009068756,0.02248473],"study_design_scores_gemma":[0.00001417554,0.00006614257,0.9754325,0.000009800603,0.0000823844,0.0004460342,0.005961467,0.01605026,0.0005564947,0.0001969732,0.00116939,0.00001432403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992405,0.00004396425,0.0001552559,0.0000204125,0.000001283193,0.000006942309,0.0001018959,0.00000465671,0.0004250268],"genre_scores_gemma":[0.999297,0.00005516037,0.000327107,0.000002310297,0.000002215948,0.000002579469,0.0001332532,0.00000136584,0.0001789442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1512212,"threshold_uncertainty_score":0.300682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725279954788118,"score_gpt":0.2420531013573019,"score_spread":0.2148003018094207,"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."}}