{"id":"W4233844314","doi":"10.1002/047147844x.sw2101","title":"Water—The Canadian Transporter","year":2004,"lang":"en","type":"other","venue":"Water Encyclopedia","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Erosion; Fluvial; Glacier; Sediment transport; Natural (archaeology); Hydrology (agriculture); Geology; Sedimentary budget; Water cycle; Earth science; Environmental science; Geomorphology; Ecology; Paleontology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008889804,0.0002078062,0.000156491,0.0000486333,0.0003304401,0.0000147997,0.000358129,0.0002847834,0.0687561],"category_scores_gemma":[9.756294e-7,0.00009552579,0.00006671184,0.00003015407,0.0003722596,0.00003134106,0.00009963199,0.0002026991,0.02894298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898105,"about_ca_system_score_gemma":0.00001511834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3488805,"about_ca_topic_score_gemma":0.9571946,"domain_scores_codex":[0.9989262,0.00002045195,0.00009642733,0.0002913472,0.0001420908,0.0005234832],"domain_scores_gemma":[0.9996352,0.000002898039,0.00001675579,0.0002294098,0.000001895753,0.0001139029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001979338,0.0000146309,0.04428047,0.000008822404,0.00004729719,0.0001051561,0.002148524,0.000004508556,0.0000122813,0.00000536559,0.9530848,0.0002861677],"study_design_scores_gemma":[0.0001131525,0.00001365515,0.01027678,0.000006717581,0.00004565746,0.000003341956,0.00002020064,5.327821e-8,0.0001084314,0.0001294336,0.9890798,0.000202752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002510125,0.00004199514,0.000001208436,0.002928291,0.0005824401,0.0002464762,0.00004838114,0.00006118858,0.9935799],"genre_scores_gemma":[0.02285266,0.0001754056,0.00004374357,0.001254226,0.0001839216,0.00001541076,0.0001087991,0.00007107418,0.9752948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6083141,"threshold_uncertainty_score":0.9718131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005879275021844669,"score_gpt":0.1693518254342473,"score_spread":0.1634725504124026,"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."}}