{"id":"W2548714352","doi":"10.1061/9780784480250.010","title":"The Michigan Ditch Landslide and Tunnel Case History and Unique Delivery Method","year":2016,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Ditch; Landslide; Hydrology (agriculture); Geology; Civil engineering; Archaeology; Geotechnical engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678437,0.0000850107,0.00009475955,0.00003330561,0.00003687261,0.0000109175,0.00004257866,0.00004818452,0.00001249154],"category_scores_gemma":[0.00003083887,0.00004476084,0.00002518158,0.00003655164,0.00003084136,0.00003833777,0.00002535384,0.00006987029,0.00000306168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002175546,"about_ca_system_score_gemma":0.000004097515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013131,"about_ca_topic_score_gemma":0.0001377798,"domain_scores_codex":[0.9996319,0.00001464216,0.0000916296,0.00009779343,0.00003827304,0.0001257459],"domain_scores_gemma":[0.9995297,0.0002441856,0.000006918851,0.0001348052,0.00001134464,0.00007306318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002287656,0.0000331127,0.0006990592,0.0002288102,0.0006615034,0.0009407703,0.0008932749,0.02501691,0.1847012,0.009118394,0.01834949,0.7593346],"study_design_scores_gemma":[0.001178889,0.00007453209,0.001339748,0.0001103679,0.0002418943,0.002073173,0.0003682932,0.4517004,0.006320663,0.001503409,0.5340564,0.001032324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3424045,0.00531711,0.6487948,0.0007465106,0.0001546035,0.00007871083,0.000005801307,0.0006628278,0.001835132],"genre_scores_gemma":[0.9917546,0.0008380483,0.005495391,0.00003115675,0.00002858704,0.000005975118,3.099134e-7,0.00001538813,0.001830555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7583023,"threshold_uncertainty_score":0.1825294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005134552118377616,"score_gpt":0.1752498744793689,"score_spread":0.1701153223609913,"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."}}