{"id":"W4388718829","doi":"10.1007/s10901-023-10084-4","title":"Landlordism, social relations and built-form in informal private rental housing markets in India","year":2023,"lang":"en","type":"article","venue":"Journal of Housing and the Built Environment","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Ford Foundation","keywords":"Human geography; Renting; Rental housing; Business; Economic geography; Economics; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001521184,0.00008141095,0.0001684386,0.0001742361,0.0003704092,0.00005627226,0.00009989346,0.00006928883,0.00001471609],"category_scores_gemma":[0.00003398608,0.00005676459,0.00003654608,0.0001467585,0.0002757688,0.0002345112,0.0001057422,0.0002357103,0.000003999153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102429,"about_ca_system_score_gemma":0.00003637012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238315,"about_ca_topic_score_gemma":0.0002437784,"domain_scores_codex":[0.9989935,0.0001211217,0.0003113247,0.00007484964,0.0002826713,0.00021655],"domain_scores_gemma":[0.9996221,0.0001117098,0.0001680005,0.00004215827,0.000004404521,0.00005160114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005930215,0.0001499156,0.7335209,0.00003665292,0.0001039302,0.0001524802,0.187671,0.0002791974,0.0001729798,0.00810852,0.0006611089,0.06855033],"study_design_scores_gemma":[0.001425351,0.00001785003,0.9813701,0.0000629756,0.00001141748,0.000006307517,0.005650189,0.00006187511,0.000005573852,0.003214994,0.008083031,0.0000903367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940698,0.0004434027,0.000008618741,0.003540753,0.0001134162,0.0001008836,8.65324e-7,0.000008257455,0.001714076],"genre_scores_gemma":[0.9945181,0.005033246,0.0001247041,0.00004785271,0.000107665,0.000001695271,8.717949e-7,0.000006779041,0.0001590583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2478493,"threshold_uncertainty_score":0.2848926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916640642448008,"score_gpt":0.2525643836401229,"score_spread":0.2333979772156428,"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."}}