{"id":"W4407008774","doi":"10.2139/ssrn.5048211","title":"What does Artificial Intelligence Bring to Airbnb Stakeholders? A Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Niagara College","funders":"","keywords":"Business; Computer science; Data 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002385884,0.0002062111,0.0003802339,0.0003693945,0.0002500376,0.001769902,0.0004622594,0.00006653692,0.00006611166],"category_scores_gemma":[0.0002763357,0.0001419862,0.0001581025,0.0008239003,0.0000135187,0.002550531,0.0001022876,0.001041324,0.0002688281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711116,"about_ca_system_score_gemma":0.0002361056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002149837,"about_ca_topic_score_gemma":0.0008032896,"domain_scores_codex":[0.9977448,0.00001440075,0.0005816165,0.0002580342,0.0001763487,0.001224815],"domain_scores_gemma":[0.9992795,0.00005174248,0.0002515308,0.0002487021,0.0001485396,0.00001995636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004999591,0.00005878055,0.0002678,0.04655786,0.0002731474,0.00002281058,0.0001698896,0.00009384586,0.00002303879,0.8872191,0.0007905167,0.06447323],"study_design_scores_gemma":[0.0001289196,0.00003162785,0.00004654342,0.1953477,0.0003136019,0.0001324117,0.006083837,0.0006562558,0.00006681962,0.7876704,0.009019469,0.0005024252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08403277,0.7753879,0.07332954,0.04021608,0.01209309,0.004346355,0.000003757118,0.0005016177,0.01008892],"genre_scores_gemma":[0.8429332,0.1320941,0.00008834281,0.01739385,0.002643423,0.00006515432,0.00001685417,0.00004889042,0.004716139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7589005,"threshold_uncertainty_score":0.9992664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826691456517437,"score_gpt":0.2544557582520615,"score_spread":0.2261888436868871,"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."}}