{"id":"W4322495073","doi":"10.32920/22183720.v1","title":"Sustainable Tourism: A Hope or a Necessity? The Case of Tofino, British Columbia, Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Livelihood; Business; Sustainability; Stakeholder; Ecotourism; Resource (disambiguation); Environmental planning; Sustainable tourism; Environmental resource management; Marketing; Agriculture; Geography; Political science; Public relations; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005661217,0.0003915721,0.0003417313,0.0009490612,0.02711473,0.00421746,0.001385541,0.001715927,0.00704074],"category_scores_gemma":[0.0013871,0.0002403033,0.0002179077,0.00267479,0.003360433,0.001150207,0.001952863,0.00222576,0.000318454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07447906,"about_ca_system_score_gemma":0.07922714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953457,"about_ca_topic_score_gemma":0.9989963,"domain_scores_codex":[0.9988993,0.000190197,0.00001950128,0.00007041819,0.0002046307,0.0006159479],"domain_scores_gemma":[0.998886,0.0001356721,0.0000328439,0.0000218237,0.0004582442,0.0004653367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005463037,0.0009819765,0.1522716,0.00132643,0.0001900332,0.07237355,0.2954338,0.004909218,0.004745015,0.1576856,0.1505937,0.1589428],"study_design_scores_gemma":[0.00003495837,0.00009321007,0.08208439,0.0007056862,0.00006820961,0.001968409,0.7093267,0.001677252,0.0005168373,0.00382053,0.1995913,0.0001124812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7228085,0.004938352,0.0004294799,0.02567906,0.0001500453,0.0002089209,0.0004006834,0.00002478373,0.2453601],"genre_scores_gemma":[0.9394352,0.003467322,0.0004794929,0.002895214,0.00001397327,0.00005276974,0.0001340795,0.0000231023,0.0534988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07447906,"threshold_uncertainty_score":0.540386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336473418093059,"score_gpt":0.3155074102590246,"score_spread":0.282142676078094,"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."}}