{"id":"W2136279909","doi":"","title":"Sustainable hotels : environmental reporting according to Green Globe 21, Green Globes Canada / GEM UK, IHEI benchmarkhotel and Hilton Environmental Reporting","year":2005,"lang":"en","type":"article","venue":"","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Environmental reporting; Sustainability reporting; Business; Accounting; Political science; Corporate social responsibility; Public relations; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001914957,0.000828126,0.0008661814,0.0002973975,0.001040678,0.0005033769,0.0005880102,0.0002160146,0.001495805],"category_scores_gemma":[0.0008341839,0.0008593601,0.0001841443,0.0004865379,0.0002342042,0.002535087,0.002501298,0.0004039488,0.00007479361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800597,"about_ca_system_score_gemma":0.000115485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5955655,"about_ca_topic_score_gemma":0.1084428,"domain_scores_codex":[0.9924251,0.00003478748,0.003138573,0.001511786,0.001200997,0.001688684],"domain_scores_gemma":[0.9952463,0.00009062802,0.003486927,0.0009510546,0.00003839031,0.0001867229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007440281,0.0001973399,0.9559036,0.0003334713,0.00007556452,0.0007763703,0.0001844364,0.0007947626,0.003940193,0.0002347941,0.002072915,0.03541213],"study_design_scores_gemma":[0.000936194,0.00004297282,0.842985,0.00007356676,0.0001870179,0.0002230305,0.01873043,0.001805473,0.001324269,0.000607049,0.1312735,0.001811506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859152,0.0002415757,0.0001177931,0.005834177,0.0001794577,0.001343792,0.00001565212,0.0001719479,0.006180433],"genre_scores_gemma":[0.984883,0.00001941475,0.001020196,0.004120059,0.001366273,0.00007908032,0.000169607,0.0001195292,0.008222878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4871227,"threshold_uncertainty_score":0.9994169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008672176701962166,"score_gpt":0.2039708343347545,"score_spread":0.1952986576327923,"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."}}