{"id":"W4411025870","doi":"10.3390/land14061204","title":"Trails of Transformation: Balancing Sustainability, Security, and Culture in DMZ Walking Tourism","year":2025,"lang":"en","type":"article","venue":"Land","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Hanyang University","keywords":"DMZ; Sustainability; Tourism; Business; Transformation (genetics); Environmental resource management; Geography; Environmental planning; Computer security; Computer science; Ecology; Environmental science; Biology; Archaeology; Network security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077404,0.00004972827,0.0001235794,0.0001082073,0.000124376,0.00006128648,0.0001419269,0.00007654614,0.00004829336],"category_scores_gemma":[0.0002234561,0.00004555469,0.00002495852,0.0003014934,0.000135938,0.0002426827,0.00004309017,0.0001329544,6.944352e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008150352,"about_ca_system_score_gemma":0.0001537791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008687476,"about_ca_topic_score_gemma":0.01744661,"domain_scores_codex":[0.9992049,0.0001100415,0.0001328536,0.0001101119,0.0002354415,0.0002066989],"domain_scores_gemma":[0.9996778,0.00008970268,0.00002298494,0.00007360757,0.00009369708,0.00004217236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007607398,0.0001616119,0.553066,0.0007953082,0.00003979249,0.0001268777,0.3359117,0.00002480157,0.0001180245,0.07245862,0.003395649,0.03382563],"study_design_scores_gemma":[0.003064739,0.000106541,0.196479,0.0004074573,0.00003435378,0.000001927656,0.1750952,0.0003195901,0.0008109944,0.5765713,0.0467332,0.0003757415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8714305,0.0003196858,0.00003011376,0.007513036,0.00005945694,0.0003045161,0.000003759569,0.0000194763,0.1203195],"genre_scores_gemma":[0.9988067,0.0001309428,0.00004665762,0.00002969914,0.00004109005,0.000004140214,0.000001070584,0.00000177864,0.0009378964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5041127,"threshold_uncertainty_score":0.9979138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007140023973740394,"score_gpt":0.3231647452451512,"score_spread":0.3160247212714107,"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."}}