{"id":"W2020687614","doi":"10.1016/j.csr.2014.11.002","title":"Dynamics of inner-shelf, multi-scale bedforms off the south Aquitaine coast over three decades (Southeast Bay of Biscay, France)","year":2014,"lang":"en","type":"article","venue":"Continental Shelf Research","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bureau de Recherches Géologiques et Minières; Délégation Générale pour l'Armement; McMaster University","keywords":"Bay; Oceanography; Geology; Bedform; Scale (ratio); Continental shelf; Geography; Geomorphology; Sediment; Sediment transport; Cartography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001627989,0.0001553177,0.0002902569,0.0001543665,0.0003244211,0.00006157282,0.0006765227,0.0001173822,0.001545657],"category_scores_gemma":[0.0002872557,0.00008622214,0.0001074958,0.0006682066,0.0008427613,0.0002090187,0.0001259159,0.0003795091,0.0001099876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004661188,"about_ca_system_score_gemma":0.00004563343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138793,"about_ca_topic_score_gemma":0.01591707,"domain_scores_codex":[0.9979635,0.0001467726,0.0004376405,0.000237674,0.000709554,0.0005048517],"domain_scores_gemma":[0.9986539,0.0004454102,0.000141351,0.0003260521,0.0003013122,0.0001319185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007311728,0.00006056242,0.9757717,0.0001094431,0.00001705561,6.767466e-7,0.0006299433,0.0002487127,0.00007925992,0.0005088864,0.00008378283,0.02241684],"study_design_scores_gemma":[0.0006460301,0.0003300822,0.9079928,0.00005784892,0.000009435264,0.000004946507,0.002610226,0.08482634,0.000360873,0.001216907,0.001806396,0.0001380889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921809,0.0007030467,0.001475469,0.0006866117,0.00008456563,0.0003080693,0.0003698899,0.00001966086,0.004171817],"genre_scores_gemma":[0.9987153,0.00007134106,0.0004297268,0.00003304354,0.0000627723,0.000004434189,0.0001586329,0.000005504725,0.0005191774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08457763,"threshold_uncertainty_score":0.9993671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264338310841263,"score_gpt":0.2783302739272763,"score_spread":0.25189644284315,"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."}}