{"id":"W2977246111","doi":"10.20381/ruor-23938","title":"Examing the Dynamic Relationship Between Climate Change and Tourism: A Case Study of Churchill's Polar Bear Viewing Industry","year":2019,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Churchill Northern Studies Centre; Parks Canada","keywords":"Tourism; Climate change; Polar; Geography; Climatology; Meteorology; Economy; Economics; Oceanography; Geology; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007508271,0.0002755401,0.0002041249,0.0009460084,0.004537086,0.001492366,0.001008044,0.0007713326,0.002008966],"category_scores_gemma":[0.0008699185,0.0002286283,0.0003421096,0.00147422,0.0009809452,0.0007087357,0.001349768,0.0009277014,0.0001898218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806503,"about_ca_system_score_gemma":0.003249237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2896148,"about_ca_topic_score_gemma":0.6015998,"domain_scores_codex":[0.9995769,0.0001701891,0.000009179697,0.00003721186,0.00006983056,0.0001367387],"domain_scores_gemma":[0.9993404,0.0002743764,0.0001016453,0.00002489923,0.00009967265,0.0001589722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001962767,0.0009680467,0.6309292,0.0005437419,0.0001063746,0.06462596,0.2470797,0.002960011,0.004816662,0.005365023,0.008502684,0.03390625],"study_design_scores_gemma":[0.00001073605,0.0002734344,0.2619268,0.0002259422,0.00004352221,0.003163945,0.7051833,0.003576172,0.0009921038,0.0003552713,0.024205,0.0000437048],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9940971,0.0001650625,0.0002406546,0.00056482,0.00001042826,0.00004589371,0.0001129311,0.000003064859,0.004759962],"genre_scores_gemma":[0.9938529,0.0006841031,0.001158237,0.0002162639,0.00001497972,0.00003170802,0.0001396427,0.000006449282,0.003895797],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7103852,"threshold_uncertainty_score":0.5758582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750289244198488,"score_gpt":0.399903896365388,"score_spread":0.2248749719455393,"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."}}