{"id":"W156720075","doi":"10.2139/ssrn.1693120","title":"Pushing the Frontier of Sustainable Service Operations: Evidence from the U.S. Hospitality Industry","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Frontier; Hospitality industry; Business; Hospitality; Marketing; Service (business); Industrial organization; Operations management; Tourism; Engineering; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004390206,0.0002262097,0.0002297449,0.002000947,0.002159996,0.004370927,0.0008930712,0.001470111,0.00937153],"category_scores_gemma":[0.02477617,0.0002065479,0.0002895771,0.004076043,0.003043691,0.003179733,0.003323785,0.002156622,0.0009315605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002161779,"about_ca_system_score_gemma":0.005482089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05492049,"about_ca_topic_score_gemma":0.1417514,"domain_scores_codex":[0.9973547,0.001022093,0.0001202658,0.0001820022,0.000803105,0.0005177761],"domain_scores_gemma":[0.9676642,0.01542653,0.008978092,0.0008300092,0.004274257,0.002827009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007148573,0.0008697747,0.8730059,0.0005399433,0.0002319058,0.0005959423,0.01464359,0.0008157988,0.0003780937,0.02168898,0.01645663,0.07005868],"study_design_scores_gemma":[0.0000842228,0.0003013068,0.8282049,0.001028209,0.0001803412,0.0001154746,0.1340205,0.0006795882,0.0004825238,0.009618845,0.02523279,0.00005130184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610536,0.001994743,0.0002177807,0.01092804,0.00003330732,0.00002042615,0.0003160478,0.000006038563,0.02543],"genre_scores_gemma":[0.9957308,0.001927279,0.00008574865,0.001056522,0.00002549793,0.000008672928,0.0002335149,0.000005263076,0.0009266151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05492049,"threshold_uncertainty_score":0.1092017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00791938119674063,"score_gpt":0.2187190317242221,"score_spread":0.2107996505274814,"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."}}