{"id":"W2150005000","doi":"10.1016/s0967-0653(98)80773-4","title":"10.1016/s0967-0653(98)80773-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Delta; Subaerial; Storm; Geology; River delta; Coastal erosion; Erosion; Aerial photography; Mediterranean climate; Oceanography; Bay; Physical geography; Geography; Geomorphology; Remote sensing; Archaeology","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":[0.00008722322,0.0001100013,0.0001168927,0.00004321626,0.00007814115,0.00004628459,0.0001919686,0.00003795294,0.9997727],"category_scores_gemma":[0.00001213726,0.00009399021,0.0000452132,0.0001754955,0.00002716509,0.0001066728,0.00001843357,0.00008189259,0.9993376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002591927,"about_ca_system_score_gemma":0.00001984073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311339,"about_ca_topic_score_gemma":0.000113429,"domain_scores_codex":[0.9992671,0.00002054187,0.0001180623,0.000186811,0.0001476777,0.0002598217],"domain_scores_gemma":[0.9995911,0.0000367472,0.00001525701,0.0001686634,0.00001646473,0.0001717387],"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":[0.00005193055,0.00000928947,0.000003765574,0.00000278034,0.000005116299,0.000007280437,0.000007646441,0.0005229849,3.437836e-7,4.130051e-7,0.08147908,0.9179094],"study_design_scores_gemma":[0.0001040513,0.0001324858,0.00102435,0.00000440536,0.000007053302,0.00001035383,9.48358e-7,0.004146608,0.000002017915,0.0000354255,0.9943847,0.0001476027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001619399,0.00002960655,5.354889e-7,0.0001921674,0.000003159235,0.00009718427,0.00007634992,0.00008464609,0.997897],"genre_scores_gemma":[0.0004461992,5.617916e-7,0.0001098041,0.00005870957,0.000107339,8.016813e-7,0.0001549906,0.000003909468,0.9991177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9177617,"threshold_uncertainty_score":0.3832809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004653815015631126,"score_gpt":0.1496494252504278,"score_spread":0.1449956102347967,"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."}}