{"id":"W4220908257","doi":"10.1079/tourism.2022.0018","title":"Successful Winter Tourism Destinations","year":2022,"lang":"en","type":"article","venue":"Tourism Cases","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Tourism; Visitor pattern; Destinations; Resource (disambiguation); Excellence; Recreation; Geography; Climate change; Environmental resource management; Political science; Advertising; Environmental planning; Marketing; Business; Ecology; Computer science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009936276,0.0001330824,0.0001616889,0.0002830702,0.002614662,0.0002079765,0.0007922173,0.00004999686,0.02566381],"category_scores_gemma":[0.0008314045,0.0001503923,0.0001217653,0.0005958496,0.0003353185,0.0003977787,0.0004026951,0.0004129511,0.0002806617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090258,"about_ca_system_score_gemma":0.0003793169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127737,"about_ca_topic_score_gemma":0.0008262828,"domain_scores_codex":[0.9971012,0.0004884634,0.0001995373,0.0003365871,0.001252281,0.0006219072],"domain_scores_gemma":[0.9986153,0.0005792149,0.00008910971,0.0003203846,0.0001487359,0.0002472899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000482743,0.0004121677,0.005416403,0.000008277067,0.00004925578,0.01267018,0.004417249,0.0001751741,0.00007828442,0.01541409,0.952529,0.008781713],"study_design_scores_gemma":[0.0005918558,0.0002474232,0.003256127,0.00001208929,0.00003829239,0.00008965961,0.02909173,0.00004386628,0.000237579,0.009072931,0.9568571,0.0004613666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5387521,0.000275945,0.00004386972,0.01657949,0.0008254695,0.0004490622,0.00007106381,0.0003307037,0.4426723],"genre_scores_gemma":[0.9470438,0.0000345126,0.000312217,0.000375431,0.0008057529,0.0001037837,0.00001310186,0.00002215217,0.0512892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4082917,"threshold_uncertainty_score":0.9986838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069415175723034,"score_gpt":0.3433886575802333,"score_spread":0.3026945058230029,"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."}}