{"id":"W3120347757","doi":"10.9753/icce.v36v.waves.55","title":"TRANSIENT DAM-BREAK WAVE LOADING ON PIPELINES NEAR SLOPING BED","year":2020,"lang":"en","type":"article","venue":"Coastal Engineering Proceedings","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pipeline transport; Geotechnical engineering; Geology; Environmental science; 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":[0.00009387642,0.0003920571,0.0003372294,0.0001029749,0.00008486299,0.0001587971,0.0001652788,0.0001263191,0.00001931236],"category_scores_gemma":[0.00010213,0.0004207774,0.0001241602,0.000437052,0.00002458117,0.000273314,0.00004725498,0.0004355081,0.00009566903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004022707,"about_ca_system_score_gemma":0.00001353687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003501876,"about_ca_topic_score_gemma":0.000001013085,"domain_scores_codex":[0.998521,0.000002014273,0.0002978275,0.0003571186,0.0002743041,0.0005477948],"domain_scores_gemma":[0.9994557,0.00004875678,0.00002834988,0.00009552968,0.00006034108,0.0003112835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001267323,0.00007320637,0.000380569,0.004359602,0.0002896977,0.0001653098,0.0113374,0.5084797,0.4416624,0.003289526,0.007218618,0.02261732],"study_design_scores_gemma":[0.0008076444,0.000259225,0.0007894768,0.0004593132,0.00003810666,0.00003289802,0.00009913282,0.898291,0.07630377,0.0000162077,0.02214208,0.0007611917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839565,0.0002123553,0.00811224,0.0004146928,0.000534481,0.0003586756,0.00001712492,0.00226709,0.004126885],"genre_scores_gemma":[0.9974161,0.00002891368,0.00168895,0.0001904019,0.000464594,0.00002786569,0.00001265064,0.0001352377,0.00003528522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3898113,"threshold_uncertainty_score":0.9998244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277150743004089,"score_gpt":0.1853353266743693,"score_spread":0.1725638192443284,"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."}}