{"id":"W4392174383","doi":"10.1007/978-981-97-0523-8_174","title":"Analysis of Influencing Factors of Housing Affordability Crisis in Vancouver","year":2024,"lang":"en","type":"book-chapter","venue":"Applied economics and policy studies","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[0.0002061628,0.0001214623,0.0002214557,0.0008997863,0.00143671,0.002244487,0.0005628526,0.0004262445,0.004331813],"category_scores_gemma":[0.001489541,0.0001738847,0.0002362761,0.002792844,0.0005692401,0.0004416679,0.0009419337,0.0009686042,0.0002874167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01067374,"about_ca_system_score_gemma":0.008243373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9057925,"about_ca_topic_score_gemma":0.9605223,"domain_scores_codex":[0.9997323,0.00002959625,0.00001232835,0.0000247702,0.00005067821,0.0001503495],"domain_scores_gemma":[0.9990953,0.0001195245,0.0001189962,0.00001904665,0.0003367045,0.0003104161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009289112,0.00007532014,0.98174,0.00003067252,0.00004583195,0.0004962383,0.00260599,0.001044008,0.0003635367,0.002800122,0.002987079,0.007718293],"study_design_scores_gemma":[0.000002055778,0.00001092437,0.9827892,0.00001690298,0.00001441794,0.00003943233,0.01336996,0.0009772602,0.00008251671,0.0001975946,0.002493769,0.000005983069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933581,0.0002016345,0.00004366544,0.0005028771,0.000005073553,0.00001136987,0.0005291029,0.000003180094,0.00534506],"genre_scores_gemma":[0.9969493,0.0002409946,0.00002275531,0.00003132872,0.000003577154,0.000004666396,0.00028692,0.000003446479,0.00245703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09420747,"threshold_uncertainty_score":0.1895245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400350465126945,"score_gpt":0.2526724847434114,"score_spread":0.2126374382307169,"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."}}