{"id":"W2892032028","doi":"10.1130/g45144.1","title":"Dimensions of fluvial-tidal meanders: Are they disproportionally large?","year":2018,"lang":"en","type":"article","venue":"Geology","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stichting voor de Technische Wetenschappen","keywords":"Geology; Fluvial; Geophysics; Paleontology","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":[],"category_scores_codex":[0.0001874599,0.0000842267,0.0001427116,0.00002321157,0.0001397146,0.000001310291,0.0001531308,0.0001021353,0.01232888],"category_scores_gemma":[0.0000300476,0.00006091929,0.00003823856,0.00007448364,0.0005894334,0.00007688991,0.00007583621,0.00007939788,0.000743795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009658701,"about_ca_system_score_gemma":0.0000123187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151274,"about_ca_topic_score_gemma":0.003179694,"domain_scores_codex":[0.9991781,0.00003688338,0.0001818314,0.000221618,0.0001285687,0.000252979],"domain_scores_gemma":[0.9996498,0.00003110475,0.00008685948,0.0001628254,0.00001686733,0.00005255773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006190369,0.0001765715,0.9922857,0.000005918113,0.00002516632,0.00001374034,0.0006058116,0.0001621913,0.003434495,0.001192969,0.001790005,0.0002455547],"study_design_scores_gemma":[0.0008572788,0.0004514894,0.9307778,0.000009725506,0.00004876949,0.00002981264,0.0001612618,0.0004190973,0.005394206,0.02004377,0.0415685,0.0002382347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885293,0.00002798828,0.001031931,0.001021431,0.0001661724,0.00007675499,0.000006532133,0.00002975411,0.009110155],"genre_scores_gemma":[0.9984779,0.00001321173,0.0002303591,0.0006192456,0.00004997915,0.000006639636,0.00001415335,0.000005346984,0.0005831058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06150783,"threshold_uncertainty_score":0.988574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008737376076634428,"score_gpt":0.2270934410274296,"score_spread":0.2183560649507952,"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."}}