{"id":"W2951125652","doi":"10.3390/su11123292","title":"Special Issue: Resilience and Sustainability of Civil Infrastructures under Extreme Loads","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Resilience (materials science); Civil engineering; Engineering; Computer science; Risk analysis (engineering); Construction engineering; Architectural engineering; Business; 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":[0.00216581,0.003223031,0.003043104,0.003897426,0.001944269,0.006239361,0.002382671,0.005895882,0.04111543],"category_scores_gemma":[0.006411481,0.0007852886,0.002050537,0.001497305,0.001422424,0.003702219,0.002668412,0.005158972,0.01263189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472414,"about_ca_system_score_gemma":0.001803021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006595075,"about_ca_topic_score_gemma":0.001044824,"domain_scores_codex":[0.9980421,0.0002239303,0.0002548801,0.0003405196,0.00086078,0.0002777629],"domain_scores_gemma":[0.9923424,0.002683544,0.0006719895,0.0004501427,0.002634179,0.00121764],"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":[0.00006621016,0.00006420039,0.000194798,0.0005163246,0.00003180451,0.000115289,0.00002463059,0.0002414976,0.0004909646,0.001522951,0.9749154,0.02181588],"study_design_scores_gemma":[0.00002777441,0.0001412573,0.001607332,0.0004613982,0.00005613915,0.0003622641,0.00006546591,0.0008722168,0.0005176158,0.003079552,0.9927771,0.00003188187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000721057,0.01236669,0.001152002,0.01382762,0.9585353,0.00008002936,0.0003323438,0.0002228055,0.01276224],"genre_scores_gemma":[0.002652863,0.01088486,0.0003320272,0.003501716,0.9614112,0.00006994001,0.0004227591,0.0001878335,0.02053677],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04111543,"threshold_uncertainty_score":0.1375448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003970216193818478,"score_gpt":0.2196806316265668,"score_spread":0.2157104154327483,"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."}}