{"id":"W4230517767","doi":"10.32920/ryerson.14648520.v1","title":"Hotel Design","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Hotel design; Marketing; Business; High Street; Architectural engineering; Hotel industry; Advertising; Engineering; History; Political science; Tourism; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676427,0.0009067156,0.00043444,0.0009338813,0.00176095,0.006043883,0.00133236,0.0009464217,0.1573019],"category_scores_gemma":[0.002696652,0.000367823,0.00089375,0.001070542,0.0008877301,0.00221248,0.002847198,0.001037674,0.04661326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527293,"about_ca_system_score_gemma":0.003059735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00479526,"about_ca_topic_score_gemma":0.00931402,"domain_scores_codex":[0.9979972,0.0004937116,0.0001543227,0.0002570977,0.0008949627,0.0002026273],"domain_scores_gemma":[0.9987798,0.0001534676,0.00005449903,0.0002598478,0.0005758168,0.0001764866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002122337,0.0001064062,0.001112589,0.001189549,0.00003311627,0.0002322533,0.001465084,0.001607919,0.002242707,0.2384233,0.3707841,0.3825908],"study_design_scores_gemma":[0.000008441556,0.00004747884,0.000319022,0.0001010018,0.000007211939,0.0001387312,0.0003247339,0.0002230268,0.0003752339,0.006140025,0.9923037,0.00001142587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004324484,0.003982724,0.08248094,0.002898087,0.003791986,0.0007127479,0.002382796,0.00184107,0.897585],"genre_scores_gemma":[0.05830791,0.004781766,0.08430143,0.001837593,0.0005295679,0.0007004855,0.003656746,0.0009888094,0.8448957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1573019,"threshold_uncertainty_score":0.5262274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09146731056462121,"score_gpt":0.3367498122416681,"score_spread":0.2452825016770468,"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."}}