{"id":"W4367309214","doi":"10.1155/2023/8818667","title":"Resilience Evaluation of Ports along the Maritime Silk Road from the Perspective of Investment and Construction","year":2023,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Social Science Fund of China; National Office for Philosophy and Social Sciences","keywords":"Port (circuit theory); Resilience (materials science); Transport engineering; Investment (military); Civil engineering; Business; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006346582,0.00006832675,0.0001553226,0.00007425268,0.0000508485,0.000006118509,0.00007389299,0.00003256723,0.00002060803],"category_scores_gemma":[0.00008903484,0.00004337231,0.00007059059,0.0003398934,0.0001330452,0.000257141,0.000001439281,0.0001233576,1.89539e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005013276,"about_ca_system_score_gemma":0.00004844458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001198088,"about_ca_topic_score_gemma":0.0003200405,"domain_scores_codex":[0.9989272,0.00006178445,0.0004254492,0.00007358455,0.0004430465,0.000068908],"domain_scores_gemma":[0.9990901,0.0001261047,0.0002521633,0.0001057318,0.0004054002,0.00002055072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00003448988,0.000006588842,0.01115723,0.00001787413,0.0000836566,0.000001363888,0.004303506,0.9526958,0.01155571,0.0007611617,0.00001122915,0.0193714],"study_design_scores_gemma":[0.0003480752,0.00004574801,0.9492269,0.00006972477,0.0002642026,0.000004423826,0.0122743,0.01118839,0.008436964,0.01808257,0.0000102895,0.00004841449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996765,0.000684724,0.002039767,0.0001716388,0.0001276634,0.0001285035,0.00001560221,0.000007544412,0.00005954557],"genre_scores_gemma":[0.9986022,0.000352887,0.0009804156,0.00001017886,0.00003596001,0.000002999577,0.000009700543,0.000004709379,9.432955e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415074,"threshold_uncertainty_score":0.1768672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008191998108104618,"score_gpt":0.2541190231430885,"score_spread":0.2459270250349839,"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."}}