{"id":"W2029191394","doi":"10.3354/cr01183","title":"Differential climate preferences of international beach tourists","year":2013,"lang":"en","type":"article","venue":"Climate Research","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Tourism; Climate change; Geography; Temperate climate; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354615,0.00009251601,0.00009997349,0.0002618723,0.0002465225,0.0004142533,0.00006278164,0.0001272035,0.00221753],"category_scores_gemma":[0.0004494801,0.00006038726,0.0001177599,0.0002962575,0.0001785697,0.0001261967,0.0002641545,0.0001691775,0.0002237088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632373,"about_ca_system_score_gemma":0.00008023164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164871,"about_ca_topic_score_gemma":0.04064587,"domain_scores_codex":[0.9999107,0.0000176918,0.00000543875,0.00001344899,0.00001467201,0.00003802561],"domain_scores_gemma":[0.9998029,0.00002814248,0.00006452663,0.00001241665,0.00003196549,0.00006016104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002281483,0.00003412899,0.9834397,0.00002201485,0.00004799195,0.0001178995,0.004290584,0.0001647897,0.003368816,0.0001033554,0.0002342089,0.007948366],"study_design_scores_gemma":[0.000001063376,0.00003024767,0.9963813,0.000002987087,0.000004898918,0.00006340315,0.00315363,0.00005302318,0.00006246163,0.00001188501,0.0002327899,0.000002269175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993055,0.00002480451,0.00001357377,0.000008446877,8.858227e-7,6.414336e-7,0.00003359528,2.928944e-7,0.0006123414],"genre_scores_gemma":[0.9994528,0.00004736715,0.00002060399,0.000007760044,0.000001125394,0.000001175633,0.00006453135,6.011502e-7,0.0004040264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164871,"threshold_uncertainty_score":0.02316183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026988964622735,"score_gpt":0.4376066551338632,"score_spread":0.3349077586715897,"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."}}