{"id":"W4386516007","doi":"10.22541/au.169412005.54731660/v1","title":"Morphometry of widespread tidal meander cutoffs discloses similarity to fluvial morphodynamics","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Università degli Studi di Padova; European Commission","keywords":"Fluvial; Beach morphodynamics; Meander (mathematics); Geology; Cutoff; Tidal flat; Oceanography; Geomorphology; Sediment transport; Geometry; Sediment; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118094,0.0001100126,0.0002113978,0.0009246931,0.0002478886,0.0005658447,0.0001411841,0.000186905,0.003603502],"category_scores_gemma":[0.0007535948,0.00009326841,0.0001021646,0.0005694697,0.0004851033,0.0002523734,0.0004013255,0.0001825094,0.0005745145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607263,"about_ca_system_score_gemma":0.0001160736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952974,"about_ca_topic_score_gemma":0.003863662,"domain_scores_codex":[0.9999065,0.000008382723,0.00000703093,0.00003819133,0.00001690086,0.00002296477],"domain_scores_gemma":[0.9993481,0.0001111598,0.0002152613,0.0001152572,0.00007775332,0.0001324498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001671413,0.00003682323,0.9408956,0.0000244501,0.00003428527,0.0002502296,0.0007817097,0.0003097613,0.03692423,0.0002934937,0.0003575844,0.01992472],"study_design_scores_gemma":[9.719855e-7,0.00002248927,0.9987788,0.000001965049,0.00000288948,0.0002492548,0.000177283,0.0002098832,0.0003050852,0.0000939676,0.0001545868,0.000002915661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980367,0.00003591776,0.0006643055,0.000006004419,0.000001644666,0.000003826276,0.0002127573,0.00004138788,0.0009974842],"genre_scores_gemma":[0.9992386,0.00001353607,0.0002319314,0.000003510382,0.000001207455,0.00000356736,0.0001937608,0.000008996628,0.0003048393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003603502,"threshold_uncertainty_score":0.01205486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792716293980886,"score_gpt":0.2645611044024288,"score_spread":0.23663394146262,"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."}}