{"id":"W3174649509","doi":"","title":"Challenging Collaborative Consumption at a Critical Juncture: Airbnb in the Matrix of Gentrification and Colonization","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Gentrification; Juncture; Colonization; Consumption (sociology); Geography; Matrix (chemical analysis); Economic geography; Sociology; Engineering; Civil engineering; Archaeology; Social science; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000201049,0.000116464,0.000218216,0.0002337298,0.0001601804,0.00004564655,0.0001276496,0.0001685289,0.0001714581],"category_scores_gemma":[0.00005056354,0.0001125376,0.00004102087,0.0002666034,0.00005709225,0.0004626458,0.00003873998,0.0001152633,0.00001503267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003588335,"about_ca_system_score_gemma":0.00002391924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330311,"about_ca_topic_score_gemma":0.02433686,"domain_scores_codex":[0.9994237,0.00001595438,0.0001237305,0.0001986555,0.0001293651,0.0001085632],"domain_scores_gemma":[0.9993445,0.00007049819,0.0002416238,0.0001234267,0.0002135286,0.000006409066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003425241,0.0009819895,0.1553612,0.02553228,0.0006758153,0.0002522163,0.6034067,0.001446095,0.01127789,0.1788397,0.007851362,0.01094954],"study_design_scores_gemma":[0.00244883,0.00006231797,0.3926942,0.001279017,0.0007425964,0.000007070586,0.5844753,0.008886316,0.001228306,0.002204856,0.005176481,0.0007946398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978881,0.0005812543,0.00001854902,0.0007272493,0.0001571864,0.0002501981,0.00001196118,0.00001274315,0.0003527503],"genre_scores_gemma":[0.9901796,0.0003553205,0.0001160649,0.00003453434,0.00005844299,0.000001167485,0.001107349,0.00000977631,0.008137721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237333,"threshold_uncertainty_score":0.9934664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374699882923164,"score_gpt":0.2165305793993184,"score_spread":0.2027835805700868,"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."}}