{"id":"W4365814600","doi":"10.2478/ttj-2023-0016","title":"Railway Transport Adaptation Strategies to Climate Change at High Latitudes: A Review of Experience from Canada, Sweden and China","year":2023,"lang":"en","type":"review","venue":"Transport and Telecommunication Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Science Foundation","keywords":"Earthworks; Climate change; China; Engineering; Civil engineering; Transport engineering; Flooding (psychology); Climate change adaptation; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00187935,0.0006251066,0.001152675,0.004375518,0.0007078794,0.001757936,0.0007741473,0.0005203506,0.001294049],"category_scores_gemma":[0.002336797,0.0002352139,0.0005883272,0.0108488,0.0006549634,0.0008105302,0.0005391871,0.0005012622,0.0001337657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005497358,"about_ca_system_score_gemma":0.02291125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3676887,"about_ca_topic_score_gemma":0.5568386,"domain_scores_codex":[0.9994208,0.00009205899,0.0001063415,0.00006516316,0.0002512686,0.00006434389],"domain_scores_gemma":[0.9983929,0.0006265288,0.000157506,0.000019696,0.0007262059,0.00007719014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009589023,0.00008208914,0.004122369,0.1168099,0.000430189,0.0007470849,0.005320366,0.001167819,0.0008100169,0.003785777,0.01434755,0.852281],"study_design_scores_gemma":[0.00001967103,0.0002334484,0.0422558,0.08879583,0.001871341,0.00114517,0.009366105,0.0002677486,0.00100807,0.000652113,0.8542784,0.0001062646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003004579,0.9949714,0.00006778679,0.0002882789,0.00007675201,0.00001400011,0.00007359793,0.000003317848,0.001500352],"genre_scores_gemma":[0.009605646,0.9898714,0.0001281984,0.00007717819,0.00002072573,0.000006666225,0.00004986826,0.000001345869,0.0002390387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6323112,"threshold_uncertainty_score":0.7310971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06057688150849008,"score_gpt":0.3023027497075925,"score_spread":0.2417258681991024,"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."}}