{"id":"W2161410938","doi":"10.1139/t02-113","title":"Shallow landsliding, root reinforcement, and the spatial distribution of trees in the Oregon Coast Range","year":2003,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":302,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landslide; Fault scarp; Geology; Vegetation (pathology); Range (aeronautics); Slope stability; Spatial distribution; Hydrology (agriculture); Geomorphology; Geotechnical engineering; Paleontology","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":[0.0006849389,0.00008835354,0.0001561157,0.00004740344,0.0001342877,0.00003560451,0.0001385256,0.00006181248,0.0000172224],"category_scores_gemma":[0.000213447,0.00005070599,0.00005627094,0.0001232375,0.0001205804,0.00004334205,0.000008747896,0.0003339778,6.448809e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009413841,"about_ca_system_score_gemma":0.00004643621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006670712,"about_ca_topic_score_gemma":0.7514971,"domain_scores_codex":[0.9992785,0.00007273522,0.0002342728,0.00006023429,0.000125316,0.0002289334],"domain_scores_gemma":[0.9996224,0.0001082466,0.0000309094,0.0001172945,0.00002483669,0.0000963269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000366691,0.00009279919,0.7002347,0.0001629149,0.0004144737,0.0002740558,0.007134679,0.1603656,0.0001874657,0.06439862,0.02705997,0.03930802],"study_design_scores_gemma":[0.00301716,0.00009976131,0.9243407,0.00008094292,0.00005936918,0.0002155036,0.0007556255,0.0138218,0.00004630389,0.001628012,0.05570468,0.0002301442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984861,0.001935043,0.009504327,0.002106598,0.0001852126,0.0002999622,0.00004114858,0.00002378862,0.001042916],"genre_scores_gemma":[0.9998196,0.00008281163,0.000004630946,0.00002488964,0.00004445041,0.000007276483,0.000003924983,0.000005281037,0.000007108025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7448264,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008782944064806,"score_gpt":0.1988341451183804,"score_spread":0.1887463156777323,"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."}}