{"id":"W4408509107","doi":"10.3138/cjc-2024-0021","title":"The Gig Economy of Care: Analyzing “The Airbnb of Eldercare” and Its Policy Implications in British Columbia","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gig economy; Sharing economy; Aged care; Business; Political science; Economics; Economy; Gerontology; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001283274,0.0002023832,0.000317343,0.001833176,0.009455349,0.006863317,0.001492233,0.001453888,0.006472023],"category_scores_gemma":[0.004832055,0.0002457249,0.0002011131,0.004239992,0.005110683,0.001861975,0.004926667,0.002413,0.0003046711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1271664,"about_ca_system_score_gemma":0.1105554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872906,"about_ca_topic_score_gemma":0.9948478,"domain_scores_codex":[0.9980045,0.0003005251,0.00003782146,0.0001097651,0.0003092967,0.001238016],"domain_scores_gemma":[0.9959507,0.001277194,0.0002780731,0.0001076514,0.001014961,0.001371424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004429942,0.0003341587,0.2886934,0.00113711,0.0001231291,0.006913005,0.1592188,0.003285456,0.001931702,0.2798415,0.07728041,0.1807983],"study_design_scores_gemma":[0.0000272411,0.00006012074,0.3306642,0.001462587,0.00005717012,0.0003104977,0.5083091,0.002023732,0.000421698,0.01125868,0.1453091,0.00009589271],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8928122,0.004026484,0.0004045875,0.03428844,0.00007835905,0.00006856195,0.0006609418,0.00001809676,0.06764247],"genre_scores_gemma":[0.9881411,0.00184347,0.000191462,0.002000539,0.000009133508,0.00003730988,0.0001449179,0.00001163357,0.007620376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271664,"threshold_uncertainty_score":0.9226613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00943885768174288,"score_gpt":0.2601184082915493,"score_spread":0.2506795506098064,"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."}}