{"id":"W2637864759","doi":"","title":"Excavation of Tunnel Valleys and Inner Gorges by Subglacial Meltwater Erosion","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Meltwater; Geology; Erosion; Excavation; Three gorges; Geomorphology; Hydrology (agriculture); Mining engineering; Geotechnical engineering; Glacial period","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":[],"consensus_categories":[],"category_scores_codex":[0.0005060073,0.00009993427,0.0001254247,0.00001981074,0.00006312011,0.00001985866,0.00008962486,0.0001037276,0.00003685749],"category_scores_gemma":[0.00005748859,0.00007035321,0.00002313813,0.00008131067,0.00008013747,0.0001600873,0.0001524031,0.00008652067,0.000075158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004489554,"about_ca_system_score_gemma":0.000006152699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353754,"about_ca_topic_score_gemma":0.0004421494,"domain_scores_codex":[0.9991112,0.00004756827,0.0002010907,0.0001926961,0.0002677029,0.0001796824],"domain_scores_gemma":[0.9996595,0.00002081508,0.00009524957,0.0001021907,0.0000179659,0.0001042918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000642384,0.00007306491,0.7371203,0.00001798922,0.0000157082,0.000002944003,0.002669835,0.0006371292,0.20003,0.00002820295,0.05555541,0.00378519],"study_design_scores_gemma":[0.01299604,0.001637773,0.4886223,0.0007450635,0.0003686076,0.0000830627,0.004586754,0.02169502,0.254301,0.006734056,0.2049017,0.003328616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930179,0.0001964628,0.00005639348,0.0002932366,0.0001407618,0.00008512241,0.000002191574,0.0000236526,0.006184345],"genre_scores_gemma":[0.9983106,0.0000631009,0.0005777539,0.00005954431,0.00004829901,0.000003063193,0.00001248377,0.00001208069,0.0009131024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.248498,"threshold_uncertainty_score":0.3558188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121581456526792,"score_gpt":0.2226891534773684,"score_spread":0.2105310078246892,"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."}}