{"id":"W2885179125","doi":"10.1007/978-3-319-92498-4_9","title":"The Impact of Post-disaster Housing Reconstruction Policies on Different Beneficiary Groups: The Case of Bam, Iran","year":2018,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Université de Montréal; Royal Society of Canada","funders":"","keywords":"Leasehold estate; Beneficiary; Inefficiency; Socioeconomic status; Public housing; Business; Economic growth; Public economics; Geography; Political science; Economics; Sociology; Finance; Population","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007782497,0.0003949085,0.0004330142,0.0002385569,0.001868992,0.0002481487,0.0005652322,0.0001880038,0.0004649819],"category_scores_gemma":[0.0001255877,0.0002175149,0.0002263504,0.0001441928,0.001910149,0.0003562784,0.0003292223,0.0001911785,0.00001020151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000456274,"about_ca_system_score_gemma":0.0005279506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115952,"about_ca_topic_score_gemma":0.005728438,"domain_scores_codex":[0.9978005,0.0001294326,0.000636931,0.0003203375,0.0004857508,0.0006271002],"domain_scores_gemma":[0.9980545,0.0002490926,0.0006601056,0.0004347106,0.0005245275,0.00007707656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005826462,0.00009976349,0.000822323,0.000545501,0.0007537625,0.0002525909,0.1558879,0.00005694304,0.00002944186,0.7921976,0.002125942,0.04664557],"study_design_scores_gemma":[0.0003729961,0.0007587193,0.005336249,0.0008973784,0.000168197,0.00006957144,0.8520828,0.000004971533,0.0002745401,0.08904747,0.05004639,0.0009407477],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7260122,0.000297955,0.000008468544,0.0003986656,0.0003442512,0.0008774676,0.0000165506,0.00003761854,0.2720068],"genre_scores_gemma":[0.6717312,0.0003450379,0.00002916963,0.00002734983,0.0001916137,0.00002182788,0.00001121075,0.00003595879,0.3276066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7031501,"threshold_uncertainty_score":0.9994304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639495401435492,"score_gpt":0.2731693112583597,"score_spread":0.2567743572440048,"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."}}