{"id":"W2591625653","doi":"10.1139/cgj-2015-0639","title":"Meander migration: the observation method","year":2017,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Texas at San Antonio","keywords":"Meander (mathematics); Hydrograph; Geology; Scale (ratio); Erosion; Geotechnical engineering; River valley; Geography; Geomorphology; Drainage basin; Cartography; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001834336,0.0004773503,0.0003628444,0.00142662,0.0004436919,0.001329437,0.0009348512,0.0005915358,0.005402276],"category_scores_gemma":[0.007985864,0.0003613885,0.0003609417,0.001869758,0.0005649331,0.001644662,0.0009625679,0.0005492053,0.001593951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000486493,"about_ca_system_score_gemma":0.001244979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006818011,"about_ca_topic_score_gemma":0.00760266,"domain_scores_codex":[0.9985579,0.0004924781,0.00009171148,0.0003102956,0.0004751638,0.00007251503],"domain_scores_gemma":[0.996342,0.001835467,0.0003786647,0.0006252928,0.0007303187,0.00008818719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003194872,0.00007125609,0.0309345,0.0003740029,0.00007840533,0.0001847268,0.001093834,0.01127236,0.007988376,0.02452507,0.01595652,0.9072015],"study_design_scores_gemma":[0.0002869914,0.0005733548,0.08722714,0.0005912062,0.0002738406,0.002544447,0.002822447,0.4420153,0.03027027,0.06110729,0.3718683,0.0004194207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0158649,0.0002875512,0.9717678,0.000182207,0.0001158404,0.0001987297,0.001025495,0.001811503,0.008746051],"genre_scores_gemma":[0.1984205,0.0007434118,0.7891365,0.0001103939,0.000105287,0.0005288755,0.001190677,0.0005061348,0.009258247],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006818011,"threshold_uncertainty_score":0.01807237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781637934352387,"score_gpt":0.2640929591320904,"score_spread":0.2362765797885665,"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."}}