{"id":"W4297970532","doi":"","title":"Analysis of Climate Change and Tourism Related Studies with Visual Mapping Technique","year":2022,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Tourism; Geography; Climatology; Geology; Oceanography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008037055,0.0001080516,0.0003156269,0.00138235,0.00113198,0.00002723093,0.0003256978,0.00004984635,0.0002807065],"category_scores_gemma":[0.00006054125,0.0001199366,0.00008584811,0.003902709,0.0005239462,0.0002903719,0.0005478679,0.0002158051,0.000001603799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106612,"about_ca_system_score_gemma":0.0000900115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488645,"about_ca_topic_score_gemma":0.0008654156,"domain_scores_codex":[0.9982273,0.0003965332,0.0001295135,0.0003088738,0.0005826632,0.0003551281],"domain_scores_gemma":[0.9992089,0.0001938365,0.0001594931,0.0001659887,0.0001667586,0.0001050777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001924545,0.001370397,0.1794108,0.0004153914,0.01865826,0.02083235,0.3206913,0.001346649,0.0009442823,0.438269,0.003604678,0.01253236],"study_design_scores_gemma":[0.001531335,0.0006360074,0.02000298,0.0000876303,0.001847325,0.000006655699,0.8029925,0.0004546368,0.0001022975,0.0008398186,0.1707318,0.0007670422],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836886,0.0005518491,0.00009893517,0.001689277,0.00007127609,0.0007399785,0.00006097474,0.0001594471,0.1129396],"genre_scores_gemma":[0.9957833,0.001411077,0.0003190792,0.00002367909,0.00001777905,0.000007266774,0.000007127929,0.000009133991,0.002421514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4823012,"threshold_uncertainty_score":0.8706391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357106928356396,"score_gpt":0.3033676151612999,"score_spread":0.2597965458777359,"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."}}