{"id":"W2077992424","doi":"10.3354/cr01117","title":"Modeling climate change effects on winter ski tourism in Andorra","year":2012,"lang":"en","type":"article","venue":"Climate Research","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Climate change; Geography; Tourism; Ecology; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000239848,0.0005109824,0.0004067245,0.0004044902,0.0006766362,0.001261218,0.0005934123,0.001100479,0.002067387],"category_scores_gemma":[0.0005934773,0.0002733946,0.0008497637,0.0004226227,0.0004796457,0.0004526894,0.0008182809,0.0005643686,0.0001390109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321455,"about_ca_system_score_gemma":0.002050334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4175144,"about_ca_topic_score_gemma":0.3032081,"domain_scores_codex":[0.99989,0.0000327134,0.000005471484,0.00001962578,0.00001166653,0.00004053721],"domain_scores_gemma":[0.9998176,0.00007630497,0.0000236645,0.000008884688,0.00002835735,0.0000451833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006493793,0.00005899171,0.01387602,0.00002119717,0.00005860994,0.0001525801,0.00004994629,0.9824891,0.0007895202,0.001030479,0.0002907822,0.00111784],"study_design_scores_gemma":[0.00002164604,0.00003690753,0.005938155,0.000005962234,0.00002742107,0.00001566679,0.0001666943,0.9928468,0.0001334413,0.0003059466,0.0004895237,0.00001193005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899424,0.000180282,0.002424911,0.0004269729,0.00003069366,0.00002816246,0.0008066696,0.0000635268,0.006096302],"genre_scores_gemma":[0.9969788,0.0001072769,0.001017346,0.00002777673,0.000007620381,0.00001945773,0.0002961552,0.00001182124,0.001533787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4175144,"threshold_uncertainty_score":0.8301684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567891486763804,"score_gpt":0.357301784957808,"score_spread":0.2005126362814276,"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."}}