{"id":"W2905479461","doi":"10.1016/j.tourman.2018.11.020","title":"Innovation through tradition in hospitality. The Italian case of Albergo Diffuso","year":2018,"lang":"en","type":"article","venue":"Tourism Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hospitality; Accommodation; Context (archaeology); Hospitality industry; Marketing; Business; Value (mathematics); Qualitative research; Sociology; Knowledge management; Tourism; Computer science; Psychology; Political science; Geography; Social science","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":[0.000412764,0.0001229901,0.0001276082,0.0002246556,0.0001300755,0.0001101691,0.0001959087,0.00004243345,0.0002758756],"category_scores_gemma":[0.0000171251,0.00009472046,0.00003842397,0.0007646146,0.00007808412,0.001000085,0.0001183391,0.0000785915,0.0001303953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002910113,"about_ca_system_score_gemma":0.000003745485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115397,"about_ca_topic_score_gemma":0.0002985271,"domain_scores_codex":[0.9991402,0.000005031367,0.0003591821,0.0002011082,0.0001109398,0.0001835581],"domain_scores_gemma":[0.9994087,0.00001796035,0.0002187314,0.0002953446,0.00005584837,0.000003464175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003700717,0.0001933066,0.005968937,0.0002647806,0.00007271815,0.0002505206,0.0006605397,0.00003208161,0.000008948259,0.9455699,0.01907953,0.02786177],"study_design_scores_gemma":[0.002673627,0.00009336981,0.2143989,0.000268677,0.0001883233,0.00004273239,0.008888674,0.005765375,0.0003117539,0.5873514,0.1791974,0.0008197855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8368701,0.00001229637,0.000546104,0.001124269,0.0003542872,0.0003459847,0.000001798738,0.00003826864,0.1607069],"genre_scores_gemma":[0.9971192,0.000004495525,0.0001677136,0.001355339,0.0007065077,0.00003564202,0.00003108697,0.00001228009,0.0005677206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3582185,"threshold_uncertainty_score":0.3862588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233995286906506,"score_gpt":0.2354886849554616,"score_spread":0.212089156264811,"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."}}