{"id":"W4408857439","doi":"10.3727/108354225x17401276776390","title":"SDGs, Environmental Policy Integration, and Tourism in Canada","year":2025,"lang":"en","type":"article","venue":"Tourism Analysis","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Environmental policy; Sustainable development; Business; Economic geography; Regional science; Political science; Environmental planning; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004893621,0.0001142754,0.0002577795,0.0009432745,0.0003013032,0.0001033508,0.000333344,0.00006819424,0.0006435612],"category_scores_gemma":[0.0002231913,0.0001178648,0.00007889553,0.0019154,0.0001836882,0.0001906878,0.000135331,0.0001927783,0.00001127461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213309,"about_ca_system_score_gemma":0.001629628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951897,"about_ca_topic_score_gemma":0.9934288,"domain_scores_codex":[0.9983184,0.0002100956,0.0002268865,0.0003034552,0.000538392,0.0004027503],"domain_scores_gemma":[0.9993822,0.0001449833,0.00005316208,0.0002394802,0.00002356791,0.0001565839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005643941,0.0002729592,0.6342307,0.00002080529,0.001839198,0.001607351,0.006529756,0.0006315782,0.0001883603,0.0337259,0.1300031,0.1908938],"study_design_scores_gemma":[0.0009722022,0.00002375628,0.8513802,0.00003500236,0.0006783346,5.373927e-7,0.09236775,0.002592263,0.0003097874,0.01157104,0.03945915,0.0006099535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.89897,0.0005075693,0.0001825742,0.01903212,0.00008655643,0.0002165718,0.0000309768,0.00002595539,0.08094767],"genre_scores_gemma":[0.9862244,0.000507298,0.0001336293,0.0003485822,0.00013284,0.000009494693,0.00001309189,0.000004670695,0.01262603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2171495,"threshold_uncertainty_score":0.7046544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006944035408888554,"score_gpt":0.2812490557643048,"score_spread":0.2743050203554162,"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."}}