{"id":"W4414760646","doi":"10.18357/big_r62202522317","title":"Innovation and Vulnerability at the Italian–Swiss Border: The Cervinia–Zermatt Cable Car","year":2025,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Vulnerability (computing); Stewardship (theology); Stakeholder; Stakeholder engagement; Resilience (materials science); Environmental stewardship; Environmental management system; Vulnerability assessment","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":[0.002058704,0.0001332198,0.0001957726,0.00006115957,0.00113338,0.0002171962,0.0002578085,0.00008813581,0.0006273942],"category_scores_gemma":[0.001899832,0.00008694132,0.00003934639,0.002902433,0.0003624645,0.0002728855,0.0000755614,0.000124382,0.00001595292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613808,"about_ca_system_score_gemma":0.0003472238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440413,"about_ca_topic_score_gemma":0.02443869,"domain_scores_codex":[0.9980883,0.0006067121,0.0005385102,0.0002641812,0.0003007896,0.0002015263],"domain_scores_gemma":[0.9988561,0.0001257294,0.0001498926,0.0003400415,0.000503025,0.0000252659],"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":[0.000008387964,0.0000543275,0.02211807,0.0004184654,0.00001778203,2.923512e-7,0.002275723,0.0002007353,0.00001162864,0.6864008,0.2484879,0.0400059],"study_design_scores_gemma":[0.0001705836,0.000006174924,0.006034613,0.0003538044,0.00002115325,4.637733e-7,0.001016685,0.0005484076,0.000009129217,0.001470449,0.9902672,0.0001014069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02771856,0.2002707,0.007577185,0.4814284,0.001810211,0.007056209,0.00006444802,0.0003558246,0.2737184],"genre_scores_gemma":[0.7316704,0.1669443,0.0001628024,0.07972772,0.0001506465,0.0005482987,0.0003645352,0.00002832722,0.02040303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7417793,"threshold_uncertainty_score":0.9933628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819754015754871,"score_gpt":0.4097407140033126,"score_spread":0.3915431738457639,"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."}}