{"id":"W1524283629","doi":"10.1142/4064","title":"Introduction to Coastal Engineering and Management","year":2000,"lang":"en","type":"book","venue":"Advanced series on ocean engineering","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":282,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005082788,0.0003698867,0.0002766971,0.0002403007,0.00005780318,0.0000543077,0.0001347646,0.0000865621,0.0002598458],"category_scores_gemma":[0.00001169017,0.0003909091,0.00004917621,0.0001161075,0.00001739316,0.0002175488,0.00004723336,0.0002684639,0.0000883864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002044728,"about_ca_system_score_gemma":0.00001288912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001069225,"about_ca_topic_score_gemma":0.00009960902,"domain_scores_codex":[0.998786,0.00000323224,0.0002088403,0.0004579723,0.0001981738,0.0003457842],"domain_scores_gemma":[0.9995008,0.00002809016,0.00003448536,0.0002453536,0.0000149142,0.0001763161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001085923,0.000004374496,0.00002447819,0.0003002339,0.00005015588,0.00005672942,0.0000418334,0.8895399,0.000008424755,0.001714838,0.003067574,0.1050828],"study_design_scores_gemma":[0.0001624381,0.0002754081,0.001556686,0.0001649537,0.0000242363,0.00004392946,0.00001427773,0.01091748,0.00001438505,0.0001229474,0.9861602,0.000543091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09297492,0.002535982,0.00902865,0.003683988,0.01488924,0.006033769,0.00325509,0.00475067,0.8628477],"genre_scores_gemma":[0.00790295,0.00317224,0.01470109,0.0002350724,0.002480124,0.000007183108,0.002212076,0.000119076,0.9691702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9830926,"threshold_uncertainty_score":0.9998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00213387659171478,"score_gpt":0.1501308815178127,"score_spread":0.147997004926098,"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."}}