{"id":"W4251707015","doi":"10.4095/300968","title":"Potential Impacts: Wind Erosion Risk and Climate Sensitivity","year":2010,"lang":"en","type":"report","venue":"","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Erosion; Sensitivity (control systems); Aeolian processes; Hydrology (agriculture); Climatology; Meteorology; Geography; Geology; Geotechnical engineering; Geomorphology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001249914,0.0002154038,0.000383114,0.00007480014,0.0001388922,0.00005319293,0.00006258654,0.0003988976,0.001009568],"category_scores_gemma":[0.0001800151,0.0001492188,0.00008572503,0.00008095527,0.0001168156,0.0001380708,0.00002879534,0.0004875321,0.00005403624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002272761,"about_ca_system_score_gemma":0.0002249391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0235648,"about_ca_topic_score_gemma":0.02091083,"domain_scores_codex":[0.9986197,0.00007150681,0.000244164,0.0003101153,0.0004428739,0.0003116797],"domain_scores_gemma":[0.9990556,0.0001302959,0.000328008,0.0001864494,0.0001274106,0.0001722343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007019406,0.00001417215,0.8937259,0.0009840162,0.00003589561,0.0001040652,0.00004374445,0.0003355193,0.0003345023,0.000001449509,0.002219216,0.1021313],"study_design_scores_gemma":[0.0001492783,0.0001659834,0.9879807,0.0001270592,0.0001246902,0.0003294543,0.00001882527,0.006598947,0.000263511,0.00006071597,0.003908722,0.0002720806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716712,0.00154687,0.0001625234,0.00001986355,0.001252313,0.000200719,0.0009898057,0.00004110955,0.02411556],"genre_scores_gemma":[0.9880643,0.01081932,0.000299503,0.00001896672,0.0003437992,7.235097e-8,0.0002437752,0.00000604624,0.0002042516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018593,"threshold_uncertainty_score":0.9999036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008298268224831902,"score_gpt":0.2283489504594797,"score_spread":0.2200506822346478,"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."}}