{"id":"W2098639063","doi":"10.1016/s0967-0653(98)80639-x","title":"10.1016/s0967-0653(98)80639-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longshore drift; Marine transgression; Littoral zone; Natural (archaeology); Sedimentary budget; Beach nourishment; Storm; Geology; Sink (geography); Coastal erosion; Sediment; Oceanography; Sediment transport; Environmental resource management; Environmental science; Geography; Shore; Structural basin; Geomorphology; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008715441,0.0001100363,0.0001169369,0.000043023,0.00007814246,0.00004629927,0.0001918517,0.00003795876,0.9997713],"category_scores_gemma":[0.0000121623,0.00009401167,0.0000452343,0.0001746778,0.0000271475,0.000106676,0.00001843227,0.00008186822,0.9993362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002585264,"about_ca_system_score_gemma":0.00001984967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131454,"about_ca_topic_score_gemma":0.0001216741,"domain_scores_codex":[0.999267,0.00002044745,0.0001183554,0.0001867739,0.0001476564,0.0002597365],"domain_scores_gemma":[0.9995917,0.00003681363,0.00001525817,0.0001686094,0.00001596199,0.0001716531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005232697,0.000009352111,0.000003733317,0.000002795487,0.000005162059,0.000007342701,0.000008985523,0.0005724884,3.078445e-7,4.096315e-7,0.07943564,0.9199014],"study_design_scores_gemma":[0.0001038723,0.000133322,0.001079795,0.000004398714,0.0000070528,0.00001035076,0.000001037298,0.004597875,0.000001819128,0.00003379924,0.9938791,0.0001475582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001596613,0.00002921948,6.231492e-7,0.0001783665,0.000003153981,0.0000969508,0.00007626604,0.00008465903,0.9979342],"genre_scores_gemma":[0.0004300633,5.638466e-7,0.0001080405,0.00005809004,0.0001072307,7.99013e-7,0.0001548034,0.000003909709,0.9991365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9197539,"threshold_uncertainty_score":0.3833684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004680136144533861,"score_gpt":0.1499763170186474,"score_spread":0.1452961808741136,"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."}}