{"id":"W4386536461","doi":"10.32920/24085116.v1","title":"Developer perceptions of inclusionary zoning","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Affordable housing; General partnership; Zoning; Political science; Business; Urban policy; Incentive; Public administration; Urban planning; Economic growth; Finance; Economics; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002846409,0.0001392748,0.0001591427,0.0006485497,0.001901849,0.003128242,0.0003216904,0.0004816986,0.005350443],"category_scores_gemma":[0.01040402,0.0001553822,0.0001266082,0.0008412933,0.002449649,0.0008514082,0.002247208,0.0006929438,0.0001691896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007951174,"about_ca_system_score_gemma":0.005329138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2359894,"about_ca_topic_score_gemma":0.2951455,"domain_scores_codex":[0.99709,0.001248065,0.0001216322,0.0001387844,0.0009959941,0.0004055391],"domain_scores_gemma":[0.9916033,0.003487859,0.001369707,0.0002161937,0.0018281,0.001494903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001457863,0.0001083598,0.3179707,0.0002686359,0.00002952719,0.001818304,0.6144261,0.001136857,0.001885208,0.02612462,0.009244728,0.02684112],"study_design_scores_gemma":[0.00002176409,0.0001281628,0.1922927,0.0002572891,0.0000253007,0.0003800111,0.6921028,0.001058668,0.0006952812,0.001736825,0.1112329,0.00006809634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631341,0.0003137578,0.0004902724,0.002706562,0.00003102463,0.00002610103,0.00007991227,0.000007891919,0.03321049],"genre_scores_gemma":[0.9955769,0.0002823243,0.00008327172,0.0001180752,0.000004699361,0.000008814329,0.00003052276,0.000004476241,0.003890919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359894,"threshold_uncertainty_score":0.4692317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277392999542824,"score_gpt":0.2965854587146955,"score_spread":0.1688461587604131,"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."}}