{"id":"W4409101426","doi":"10.1016/j.jdmm.2025.101001","title":"Institutional theory - Assessing longitudinal change towards sustainability in Tofino, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Destination Marketing & Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Sustainability; Institutional change; Theory of change; Climate change; Political science; Environmental planning; Environmental resource management; Regional science; Economic geography; Geography; Environmental science; Economics; Public administration; Management; Geology; Ecology","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":[0.005980037,0.0002207942,0.0002861466,0.0007889576,0.0002498633,0.0002994304,0.0004001167,0.00005558228,0.00009340613],"category_scores_gemma":[0.002407462,0.0002183397,0.00008371187,0.001137249,0.0001186001,0.001861455,0.0004131094,0.0002764255,0.000001553318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002989613,"about_ca_system_score_gemma":0.0003718047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753637,"about_ca_topic_score_gemma":0.01226983,"domain_scores_codex":[0.9977065,0.0001535638,0.0008081286,0.0002828446,0.0006947548,0.0003541611],"domain_scores_gemma":[0.9983482,0.000242902,0.0006133829,0.0002186562,0.0005581023,0.00001871251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002583133,0.0003372582,0.6849142,0.002254719,0.00005868492,0.0004030127,0.00002637868,0.002784967,0.000005638596,0.03283011,0.001104093,0.2750227],"study_design_scores_gemma":[0.0007132358,0.000004260896,0.9711478,0.0004233126,0.00007672291,0.000007827702,0.0009350107,0.0009061694,0.000003667017,0.01135645,0.01424619,0.0001793082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591179,0.0002242141,0.005142671,0.009683818,0.001030284,0.0007451755,8.646653e-7,0.00003329031,0.02402182],"genre_scores_gemma":[0.9973429,0.00001247595,0.001019751,0.0009528388,0.0003093978,0.00003231903,0.000006694219,0.00001259721,0.000311003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2862337,"threshold_uncertainty_score":0.9890059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434532376463461,"score_gpt":0.2553436229099724,"score_spread":0.2409982991453378,"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."}}