{"id":"W1973233448","doi":"10.3727/108354208786094834","title":"The Role of the US–Mexico Border as a Destination: Student Traveler Perceptions","year":2008,"lang":"en","type":"article","venue":"Tourism Analysis","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Destinations; Tourism; Seekers; Perception; Tourist destinations; Advertising; Destination image; Geography; Marketing; Political science; Psychology; Business","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008609763,0.00009486287,0.0001776057,0.0001678347,0.002278177,0.00009607027,0.001006628,0.00006607235,0.002214456],"category_scores_gemma":[0.0003453409,0.0000594227,0.0003645963,0.001938465,0.0008405258,0.0001425029,0.0001611454,0.0001860972,0.0001343822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008957627,"about_ca_system_score_gemma":0.0002644953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362186,"about_ca_topic_score_gemma":0.005297721,"domain_scores_codex":[0.9974189,0.0004038911,0.0002233568,0.0002060399,0.001412075,0.0003357626],"domain_scores_gemma":[0.9987049,0.0002379988,0.0001252021,0.0004887249,0.0003340554,0.000109129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003846893,0.0008946994,0.8420125,0.000005162335,0.003214126,0.0001076104,0.07824416,0.002630997,0.0003244786,0.02909581,0.02536508,0.01806694],"study_design_scores_gemma":[0.0001980771,0.00002950743,0.9167809,0.000005163547,0.0005966021,0.000001690074,0.03155309,0.0004132029,0.0001408189,0.002871274,0.04725429,0.0001553828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515865,0.0002420154,0.00005070703,0.006118552,0.00005889274,0.0002219592,0.000005711388,0.00002929634,0.1416864],"genre_scores_gemma":[0.9747593,0.000420945,0.0001007789,0.00006899708,0.0001654561,0.00001849123,0.000001735837,0.000006967449,0.02445728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231728,"threshold_uncertainty_score":0.9990207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357332158865357,"score_gpt":0.3409425628756547,"score_spread":0.3273692412870012,"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."}}