{"id":"W2106903617","doi":"10.1016/s0967-0653(97)86992-x","title":"10.1016/s0967-0653(97)86992-x","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mangrove; Storm surge; Intertidal zone; Coastal erosion; Shore; Oceanography; Storm; Erosion; Landfall; Geology; Coastal hazards; Surge; Hydrology (agriculture); Environmental science; Sea level rise; Fishery; Geomorphology; Climate change","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000160036,0.0004250881,0.0009566708,0.00018158,0.00009875394,0.00009824456,0.0005575119,0.0002013024,0.9992777],"category_scores_gemma":[0.0000266564,0.000327796,0.0003340398,0.0004133464,0.00004215981,0.00009295946,0.00006913146,0.000322309,0.9997924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009357851,"about_ca_system_score_gemma":0.0001487103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006198275,"about_ca_topic_score_gemma":0.00005344953,"domain_scores_codex":[0.998351,0.00008709446,0.0004007619,0.0004540216,0.0002562689,0.0004508953],"domain_scores_gemma":[0.999036,0.0001387233,0.0001058063,0.0004006376,0.00002247861,0.0002964015],"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":[0.00001066246,0.000009393179,1.347012e-8,0.0006367518,0.00002916895,0.00001947798,0.000001611009,0.00001775269,7.82933e-11,1.763522e-7,0.01651459,0.9827604],"study_design_scores_gemma":[0.00005044773,0.0001213317,3.449198e-7,0.0007021602,0.0001673562,0.0000489713,1.876818e-7,0.0001237219,2.314381e-9,0.000007278482,0.9983405,0.000437644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.359913e-9,0.443444,1.436788e-7,0.000008444424,0.000004891065,0.0002453781,0.0003459828,0.00006005899,0.5558911],"genre_scores_gemma":[8.778874e-10,0.2230517,0.00004016212,0.0000111825,0.0002234014,0.000004324807,0.001590827,0.00001354074,0.7750648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9823228,"threshold_uncertainty_score":0.9999174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401079216762544,"score_gpt":0.1920306716405324,"score_spread":0.178019879472907,"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."}}