{"id":"W2077993948","doi":"10.5539/jgg.v1n1p26","title":"The Disaster of May 12th Wenchuan Earthquake and Its Influence on Debris Flows","year":2009,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quake (natural phenomenon); Geology; Debris; Debris flow; Seismology; Mining engineering; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003227348,0.0000792225,0.0001695555,0.0001072893,0.0001358983,0.00002465061,0.0000826259,0.00005634069,0.00003270041],"category_scores_gemma":[0.00004221849,0.00004172955,0.00006188964,0.00009372002,0.0001159484,0.00008436081,0.000003753263,0.0001616707,0.000002316868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":2.457863e-7,"about_ca_system_score_gemma":0.00001080401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052772,"about_ca_topic_score_gemma":0.0003458624,"domain_scores_codex":[0.9993291,0.00007554776,0.0002331868,0.00008392718,0.000116151,0.0001621143],"domain_scores_gemma":[0.9994068,0.0002085767,0.0001631128,0.00007305339,0.00005853453,0.00008991584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002596731,0.00001505541,0.6896098,0.000005862059,0.00003497185,0.00002893915,0.0002577269,0.0005794818,0.00003956562,0.00007746235,0.00007768072,0.3090138],"study_design_scores_gemma":[0.0002640854,0.00110262,0.9913161,0.00002392564,0.00001588961,0.0002296917,0.00006660691,0.0005020816,0.00002774231,0.001405056,0.004992679,0.00005345686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934781,0.003720312,0.000003295658,0.001554063,0.0001320383,0.00003155736,0.000002697922,0.000002365098,0.001075553],"genre_scores_gemma":[0.9972926,0.002172887,0.00006982023,0.0003708423,0.00005929131,8.208681e-9,7.56091e-7,7.334592e-7,0.00003310415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3089603,"threshold_uncertainty_score":0.1701682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005818807608986926,"score_gpt":0.2014705961778013,"score_spread":0.1956517885688143,"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."}}