{"id":"W7000254863","doi":"","title":"Estimation of sediment loadings in a small steep tropical catchment impacted by quarrying activities: a case study of the Acono River catchment, Trinidad, West Indies","year":2012,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Hydrology (agriculture); Sediment; Erosion; Sedimentation; Surface runoff; Sedimentary budget; Drainage basin; Storm; Sediment transport","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002301714,0.0004511872,0.0002203396,0.0008199102,0.0006072735,0.0007336924,0.0006176046,0.0003268842,0.0008198547],"category_scores_gemma":[0.0009123185,0.000299716,0.0002767631,0.001445575,0.0005049923,0.0002752489,0.0005269239,0.0002521211,0.00008834141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011376,"about_ca_system_score_gemma":0.001224601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4474509,"about_ca_topic_score_gemma":0.6181827,"domain_scores_codex":[0.9998507,0.00002909803,0.00001225744,0.00003020585,0.0000301574,0.00004747453],"domain_scores_gemma":[0.9995628,0.0001345213,0.00009694359,0.00003033439,0.0001130396,0.00006222682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001533157,0.0002354131,0.9277996,0.00009602417,0.00006737516,0.005131989,0.003155854,0.04019811,0.00524507,0.0002287761,0.000559241,0.01712932],"study_design_scores_gemma":[0.00002004767,0.0001088979,0.9507525,0.0000195841,0.00002796852,0.0002193848,0.006158335,0.04109813,0.0008012729,0.00008086895,0.0006924183,0.00002061013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993966,0.000006637208,0.0001479792,0.00001052725,3.652457e-7,0.00001713914,0.0001134216,0.000007069066,0.0003003124],"genre_scores_gemma":[0.9988146,0.00002959599,0.000400412,0.0000050815,8.820013e-7,0.00002240171,0.0002973327,0.000004200019,0.0004255234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4474509,"threshold_uncertainty_score":0.8896929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187241728978497,"score_gpt":0.2421156773630026,"score_spread":0.2202432600732176,"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."}}