{"id":"W1987887375","doi":"10.1080/14790531003755286","title":"Environmental Initiatives in Bed and Breakfast Establishments in Canada: Scope and Major Challenges with Implementation","year":2010,"lang":"en","type":"article","venue":"Tourism and Hospitality Planning & Development","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Guelph","funders":"","keywords":"Scope (computer science); Sustainability; Business; Tourism; Hospitality; Marketing; Hospitality industry; Best practice; Environmental planning; Environmental resource management; Economics; Management; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003258286,0.0002270728,0.000221987,0.0001499119,0.0001371982,0.0001224875,0.00008071219,0.000051159,0.00003324901],"category_scores_gemma":[0.00001252637,0.0002157389,0.000005416207,0.0000951996,0.0001195954,0.001003274,0.000251499,0.0001837898,9.007649e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200176,"about_ca_system_score_gemma":0.00009292131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1339003,"about_ca_topic_score_gemma":0.3727449,"domain_scores_codex":[0.9987118,0.00001307975,0.0003025006,0.0004086784,0.0002411755,0.0003227254],"domain_scores_gemma":[0.9996958,0.00003224385,0.0001232371,0.0001064677,0.000009294627,0.00003294164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003315869,0.00006498585,0.977725,0.0001634233,0.00001330233,0.00006841817,0.001439157,0.000003567123,0.00006107182,0.000169792,0.00001650182,0.02024168],"study_design_scores_gemma":[0.001173132,0.00001268928,0.9882272,0.00007229071,0.00001026038,0.000005025585,0.009104686,0.0000186517,0.00007994968,0.0001485997,0.0008565234,0.0002909825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998145,0.0004168006,0.000003327691,0.0006434522,0.00005482259,0.0004277046,0.000006057664,0.00001300554,0.0002897618],"genre_scores_gemma":[0.9990256,0.0001225611,0.0004623442,0.0002150516,0.00004390005,0.00005515488,0.00005420175,0.00001620872,0.000005010661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2388446,"threshold_uncertainty_score":0.8797577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006966220308798299,"score_gpt":0.206773642524226,"score_spread":0.1998074222154277,"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."}}