{"id":"W4393323359","doi":"10.1051/e3sconf/202450701073","title":"Analyzing solid waste management practices for the hotel industry","year":2024,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Business; Solid waste management; Hotel industry; Municipal solid waste; Operations management; Waste management; Engineering; Tourism; Geography","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":[0.001748396,0.0002448558,0.000163542,0.002915573,0.0009959784,0.001609394,0.0002917623,0.0002313688,0.001317939],"category_scores_gemma":[0.004357127,0.0001172165,0.0002966074,0.004127968,0.0002982458,0.0009520366,0.0007344871,0.0002371308,0.0004236121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471077,"about_ca_system_score_gemma":0.001963989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254285,"about_ca_topic_score_gemma":0.0440757,"domain_scores_codex":[0.9984838,0.0006354104,0.0001718309,0.00007830852,0.0004318534,0.0001987361],"domain_scores_gemma":[0.9973132,0.0007120194,0.0007940978,0.0001445383,0.0008232715,0.0002128711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00013752,0.0002770535,0.8361559,0.000561283,0.00005444068,0.0002571673,0.0175102,0.001069103,0.001858655,0.0007765854,0.001147361,0.1401948],"study_design_scores_gemma":[0.00000434566,0.0007183626,0.8741956,0.0002943566,0.00004534246,0.0002601159,0.1097737,0.001982908,0.002474871,0.0005553231,0.009653185,0.00004198397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941057,0.0004791871,0.001113705,0.0002047525,0.00000660922,0.0000709395,0.0003805334,0.00001484388,0.003623658],"genre_scores_gemma":[0.9931941,0.0008449316,0.003556333,0.00003865847,0.000005928338,0.0000552898,0.0005720595,0.00001063062,0.001721968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01254285,"threshold_uncertainty_score":0.02493966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032193935877694,"score_gpt":0.2901650405425383,"score_spread":0.2579711046648444,"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."}}