{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004879829,0.001178055,0.0007225774,0.001199608,0.000693241,0.002626115,0.001028474,0.001307417,0.06601781],"category_scores_gemma":[0.001012508,0.0003435134,0.0003977341,0.00202938,0.0009862004,0.002299794,0.001279474,0.001911258,0.04510435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009867436,"about_ca_system_score_gemma":0.001650589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343216,"about_ca_topic_score_gemma":0.00504978,"domain_scores_codex":[0.9995858,0.00004102776,0.00003064982,0.00006271195,0.0002524088,0.00002740547],"domain_scores_gemma":[0.9995529,0.0001064592,0.00001696554,0.00004802149,0.0002157136,0.00006000517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009557915,0.00004042415,0.0001257492,0.000308806,0.000005117764,0.00006738145,0.0001622439,0.001159408,0.000496932,0.04489709,0.629483,0.3232442],"study_design_scores_gemma":[0.00000114888,0.0000073993,0.00009820609,0.0001387949,9.543475e-7,0.00006185086,0.00003674432,0.00015815,0.00003395692,0.0116508,0.9878087,0.00000329517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008732046,0.1261827,0.04148078,0.01305082,0.01119859,0.0001583427,0.0009201801,0.001127175,0.8050083],"genre_scores_gemma":[0.005461247,0.07386308,0.02088816,0.00344552,0.002839094,0.0001209155,0.0005745658,0.0002746505,0.8925327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06601781,"threshold_uncertainty_score":0.2208515,"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."}}