{"id":"W3194333697","doi":"10.53700/jrap2922020_1","title":"EVALUATING VILLAGERS' LIFE SATISFACTION IN RESETTLEMENT COMMUNITY: A PILOT STUDY OF SUBURBAN NANJING, CHINA","year":2020,"lang":"en","type":"article","venue":"Journal of Research in Architecture & Planning","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Life satisfaction; China; Expropriation; Social security; Socioeconomics; Government (linguistics); Economic growth; Political science; Sociology; Psychology; Social psychology; Economics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0157093,0.0001515729,0.0007647351,0.0009462395,0.0007034018,0.00002556178,0.0004451527,0.00009373741,0.00007595374],"category_scores_gemma":[0.004524618,0.000125419,0.00005103105,0.001206458,0.00008228911,0.0001224717,0.0003162541,0.006604798,0.000003071546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002745206,"about_ca_system_score_gemma":0.0005727519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009949683,"about_ca_topic_score_gemma":0.01146759,"domain_scores_codex":[0.9851909,0.01107988,0.0013417,0.0001686234,0.001583377,0.0006354771],"domain_scores_gemma":[0.9957583,0.002789692,0.0005995611,0.0002177146,0.0003577542,0.0002770051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147471,0.0002849725,0.6288713,0.0004499506,0.00003690859,0.0001008561,0.357814,0.00542459,0.001804395,0.00001088112,0.00004625386,0.004008501],"study_design_scores_gemma":[0.002831348,0.006951963,0.5868807,0.002022003,0.0000087389,9.003825e-7,0.4001347,0.0004291059,0.00002682281,0.0005459184,0.00007186876,0.00009599805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996064,0.0005960635,0.00006030793,0.001732951,0.0001407563,0.0008938492,0.000004876423,0.00001188248,0.0004953106],"genre_scores_gemma":[0.9991804,0.0000407417,0.0002902426,0.00006327945,0.000364035,0.00002729907,0.00000220549,0.00002589796,0.00000584484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04232068,"threshold_uncertainty_score":0.9966431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4105867328468574,"score_gpt":0.5716788894599716,"score_spread":0.1610921566131142,"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."}}