{"id":"W4232319162","doi":"10.32920/ryerson.14657913.v1","title":"An examination of environmental instruments to promote sustainable tourism development for Savusavu, Fiji","year":2021,"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":"Wilfrid Laurier University; Toronto Metropolitan University","funders":"","keywords":"Stakeholder; Tourism; Business; Sustainability; Sustainable development; Sustainable tourism; Stakeholder engagement; Environmental planning; Environmental resource management; Natural resource; Stakeholder theory; Environmental education; Public relations; Political science; Geography; Economics","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":[0.006383429,0.0002701485,0.0001415322,0.001203875,0.002613762,0.002090595,0.0004007368,0.000498266,0.001367665],"category_scores_gemma":[0.007134576,0.0001779553,0.0002016218,0.001413709,0.002267704,0.001103177,0.002318921,0.0008286901,0.00009507859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003286406,"about_ca_system_score_gemma":0.007598869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375558,"about_ca_topic_score_gemma":0.03792422,"domain_scores_codex":[0.9985102,0.0007676543,0.00006949575,0.00005260573,0.0003138524,0.0002861381],"domain_scores_gemma":[0.9970146,0.0015448,0.0004293489,0.0001095465,0.0006037083,0.0002980091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000142819,0.0007379521,0.2985215,0.001544615,0.00003690767,0.001503305,0.4708173,0.0004104702,0.005432138,0.01491462,0.003477019,0.2024613],"study_design_scores_gemma":[0.00000983223,0.0004527538,0.4968215,0.0005568667,0.00002967239,0.0001819684,0.4512135,0.0003616152,0.001486743,0.0008292338,0.04802846,0.00002783022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777891,0.0001523202,0.0003996418,0.001116653,0.0000132176,0.0002016399,0.00004212032,0.000007102472,0.02027821],"genre_scores_gemma":[0.9950836,0.0003071838,0.002163609,0.0002702321,0.000004516041,0.0001646688,0.00005998606,0.000003712811,0.001942595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375558,"threshold_uncertainty_score":0.03375924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548015270222956,"score_gpt":0.3202437758660548,"score_spread":0.2947636231638253,"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."}}