{"id":"W1987930562","doi":"10.1115/pvp2012-78627","title":"Blast Analysis, Design and Research: A Canadian Perspective","year":2012,"lang":"en","type":"article","venue":"","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Computer science; Focus (optics); Perspective (graphical); Structural engineering; Engineering; Reliability engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005298818,0.001390896,0.0009134184,0.006793091,0.006018006,0.01025775,0.002801453,0.002608368,0.01528697],"category_scores_gemma":[0.004936427,0.0008771042,0.0006665476,0.00792997,0.01078832,0.00422406,0.002180142,0.00219471,0.002152854],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1069256,"about_ca_system_score_gemma":0.1368882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.924822,"about_ca_topic_score_gemma":0.9453369,"domain_scores_codex":[0.9951189,0.0008265771,0.0002281532,0.0004239406,0.00291639,0.0004862077],"domain_scores_gemma":[0.9967235,0.0003886293,0.0001445755,0.0001523728,0.002223986,0.0003669558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007293533,0.0001122941,0.001786863,0.0006148736,0.00001994078,0.0002166807,0.001348068,0.0145515,0.001527052,0.7517811,0.05366487,0.1743038],"study_design_scores_gemma":[0.00003280902,0.0001021101,0.004254971,0.0008686268,0.00002938991,0.0001611079,0.002862503,0.01218194,0.001225276,0.1255213,0.852684,0.00007597305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01065622,0.1556593,0.05785656,0.07945167,0.001817801,0.000228494,0.0009860813,0.0003044076,0.6930395],"genre_scores_gemma":[0.273708,0.2757639,0.079523,0.007252284,0.0009985206,0.0001637469,0.0007664953,0.0003375588,0.3614865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8930744,"threshold_uncertainty_score":0.7758033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856499737951402,"score_gpt":0.3098575994595135,"score_spread":0.2612926020799994,"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."}}