{"id":"W4313583194","doi":"10.3390/jmse11010096","title":"Effectiveness of Sacrificial Shielding for Blast Mitigation of Steel Floating Pontoons","year":2023,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cladding (metalworking); Structural engineering; Explosive material; Engineering; Marine engineering; Materials science","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":[0.0001601964,0.0003614427,0.0001978946,0.00023734,0.0001656919,0.0001941793,0.0003232032,0.0002794008,0.000840643],"category_scores_gemma":[0.0002335739,0.00008484567,0.0002098241,0.0000799553,0.0003016723,0.0002693194,0.0002639523,0.0001602039,0.0001135906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142288,"about_ca_system_score_gemma":0.0001680562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007022055,"about_ca_topic_score_gemma":0.00110745,"domain_scores_codex":[0.999927,0.000009154889,0.000002958112,0.00001177971,0.00003207439,0.00001699275],"domain_scores_gemma":[0.9999173,0.00001659078,0.00002398359,0.00001073028,0.00002135535,0.00001012975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005043552,0.0000528808,0.005218376,0.0002919276,0.00003620157,0.0007352461,0.0001941875,0.1833569,0.7708824,0.001370749,0.0004839723,0.03687277],"study_design_scores_gemma":[0.00004620059,0.002273878,0.0202914,0.00005558402,0.0001345832,0.0005656765,0.0004295702,0.4517087,0.5173403,0.0007928889,0.006311667,0.0000496009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761243,0.0002544337,0.02000847,0.0000494107,0.00003036265,0.00001472342,0.00003479933,0.0001155746,0.003367923],"genre_scores_gemma":[0.9972281,0.00006917134,0.002009173,0.000005373731,0.000001540402,0.000002886287,0.00001370086,0.000005031878,0.0006650154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000840643,"threshold_uncertainty_score":0.002812207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006694408188594955,"score_gpt":0.2304738818580077,"score_spread":0.2237794736694128,"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."}}