{"id":"W2810056551","doi":"10.71781/2997","title":"Residential choice and sustainability : comparing people and place performances in sprawled city","year":2017,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Geography; Environmental planning","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":[0.0009443932,0.0003275631,0.0004118856,0.001108932,0.0006925579,0.001840478,0.0003973477,0.0003830965,0.003536108],"category_scores_gemma":[0.002392211,0.0001535445,0.0008577082,0.001833639,0.0006328325,0.0008015874,0.0011884,0.0002904769,0.0004166301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008046911,"about_ca_system_score_gemma":0.0005213763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03427625,"about_ca_topic_score_gemma":0.08044196,"domain_scores_codex":[0.9994825,0.0001311234,0.00004647217,0.00008710742,0.0001682659,0.00008454391],"domain_scores_gemma":[0.9988984,0.000328845,0.0002612825,0.00006669483,0.0002779026,0.0001668761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002544109,0.0001390677,0.9741698,0.00008281559,0.0001965112,0.00009095339,0.007404486,0.0004501363,0.0008148777,0.0001947318,0.0001380829,0.0160642],"study_design_scores_gemma":[0.000002201915,0.0001623502,0.9890823,0.00001511843,0.00003106393,0.00002759094,0.009464374,0.000274123,0.000266244,0.0001246703,0.0005371468,0.00001281932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991572,0.00004600606,0.0001306389,0.00001934025,0.000002943782,0.000004292178,0.0001135867,0.000003130414,0.0005228365],"genre_scores_gemma":[0.9984697,0.00007644266,0.0002148257,0.00000704064,0.00000265412,0.00001084354,0.0001758164,0.000003066958,0.00103968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03427625,"threshold_uncertainty_score":0.0681535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058858658222178,"score_gpt":0.2946223247637856,"score_spread":0.2540337381815638,"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."}}