{"id":"W4400320655","doi":"10.3390/jrfm17070281","title":"Resilience Benchmarking: How Small Hotels Can Ensure Their Survival and Growth during Global Disruptions","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Resilience (materials science); Business; Environmental resource management; Economics; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003741407,0.0005029076,0.0003690663,0.002336556,0.0022147,0.004054839,0.0009714062,0.0003722562,0.003790249],"category_scores_gemma":[0.007873205,0.0001523744,0.0003088862,0.001870661,0.0007819541,0.002946126,0.004100692,0.0004946509,0.0007417653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275194,"about_ca_system_score_gemma":0.00359692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008381535,"about_ca_topic_score_gemma":0.01143804,"domain_scores_codex":[0.9979953,0.0008886469,0.0001070513,0.000181312,0.0004405196,0.0003872434],"domain_scores_gemma":[0.9967249,0.0004258223,0.0006607791,0.0003201911,0.001080489,0.0007878446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006757422,0.0004286719,0.2469098,0.0006430736,0.000138618,0.0008533156,0.0151829,0.02360924,0.008616394,0.02591079,0.01727678,0.6597546],"study_design_scores_gemma":[0.00005615701,0.002818275,0.5125576,0.001510118,0.0002150422,0.00107252,0.162518,0.0811781,0.01728241,0.03792937,0.1823278,0.0005346399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8563509,0.0008744162,0.05695425,0.00396911,0.0003008249,0.0009398139,0.0006669251,0.001876156,0.07806754],"genre_scores_gemma":[0.9831471,0.0002405197,0.01333243,0.00007160388,0.00001623496,0.0001038628,0.0001775664,0.00005582794,0.002854751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008381535,"threshold_uncertainty_score":0.01978672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0087339578863833,"score_gpt":0.2075957911987891,"score_spread":0.1988618333124058,"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."}}