{"id":"W1996622165","doi":"10.1007/s11069-009-9489-6","title":"Numerical and field study of ship-induced waves along the St. Lawrence Waterway, Canada","year":2010,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Fisheries and Oceans Canada","funders":"","keywords":"Shore; Geology; Erosion; Natural hazard; Environmental science; Coastal erosion; Hydrology (agriculture); Oceanography; Geotechnical engineering; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001058435,0.00008406225,0.0001090251,0.00001414914,0.0001032951,0.00002604347,0.0001883485,0.0000351489,0.0002234196],"category_scores_gemma":[0.00005776068,0.00004573858,0.00001682481,0.00008795136,0.00003047421,0.00006875167,0.00003815174,0.0003383829,0.000001201834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001545154,"about_ca_system_score_gemma":0.00008928352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8760844,"about_ca_topic_score_gemma":0.9911918,"domain_scores_codex":[0.9993359,0.00002778018,0.0001176446,0.0001363765,0.0002265802,0.0001556573],"domain_scores_gemma":[0.9995893,0.000148785,0.00003401356,0.0001363093,0.00003270163,0.00005893543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005700497,0.00002866366,0.5818884,0.00001387676,0.00002222299,0.00002781771,0.0004694393,0.00002113923,0.0003500252,0.00005546785,0.0006375258,0.4164284],"study_design_scores_gemma":[0.0001966782,0.0002680978,0.9820494,0.000003512722,0.00001100438,0.00002055048,0.0004988931,0.01509296,0.000240583,0.0001113675,0.001390287,0.0001166599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973624,0.00003691921,9.360298e-7,0.0006311975,0.0007741104,0.0001112873,0.00002069503,0.000008765684,0.00105363],"genre_scores_gemma":[0.9994824,0.000003077071,0.00003592545,0.0001577288,0.00005702855,4.585436e-7,0.0000139159,0.000001385695,0.0002480594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4163118,"threshold_uncertainty_score":0.2446288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006704346291615049,"score_gpt":0.2093506245569794,"score_spread":0.2026462782653644,"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."}}