{"id":"W4416654668","doi":"10.1080/09669582.2025.2591127","title":"Translating sustainability into performance: the role of digital transformation and CEO gender in small and medium-sized hotels","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Tourism","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Sustainability; Digital transformation; Corporate sustainability; Tourism; Transformation (genetics); Tourist industry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548126,0.0001920003,0.0003669454,0.0004638222,0.0002116736,0.0002380111,0.0002354925,0.000108015,0.00001324392],"category_scores_gemma":[0.000374992,0.0001444958,0.00007684335,0.0006052274,0.0002854584,0.002774757,0.0001501105,0.0003421564,2.267729e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982657,"about_ca_system_score_gemma":0.0001835427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003464898,"about_ca_topic_score_gemma":0.00001920585,"domain_scores_codex":[0.9984189,0.00003193015,0.0007828453,0.0001624791,0.0002490307,0.0003548303],"domain_scores_gemma":[0.9988281,0.0001289603,0.0003846766,0.0001626916,0.0004756448,0.00001997172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001199343,0.0005328268,0.8073953,0.01235584,0.0001372935,0.0001336559,0.01501463,0.002858273,0.0005237561,0.01715739,0.00006790743,0.1426238],"study_design_scores_gemma":[0.002919318,0.00006391104,0.5771073,0.0001483353,0.0001543928,0.00002224814,0.1501904,0.00275322,0.0004042606,0.2587064,0.007233725,0.0002964258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912547,0.0009137053,0.0004272042,0.005124973,0.00004907602,0.0005895564,4.603658e-7,0.00001024284,0.001630066],"genre_scores_gemma":[0.9994949,0.00007591649,0.00008639725,0.0001097084,0.0001101855,0.00001125332,0.000001684375,0.00001286466,0.00009707821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241549,"threshold_uncertainty_score":0.5892366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005254584168851592,"score_gpt":0.2037994105963014,"score_spread":0.1985448264274498,"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."}}