{"id":"W167244192","doi":"10.4215/rm.v13i3.1410","title":"ALTERNATIVA DE PROVISÃO HABITACIONAL NO BRASIL E NO MUNDO (housing provision alternatives in Brazil, Hong Kong and the United Kingdom)","year":2014,"lang":"en","type":"article","venue":"Mercator","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00139429,0.0001553178,0.0001984122,0.0001578318,0.0004900273,0.0001565102,0.000321978,0.00008198475,0.00007594407],"category_scores_gemma":[0.0007719937,0.0001055749,0.00004343279,0.0002307858,0.0004934023,0.0002776186,0.0001132257,0.0002209182,0.00006073347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373829,"about_ca_system_score_gemma":0.0001340845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003638693,"about_ca_topic_score_gemma":0.001387967,"domain_scores_codex":[0.9981181,0.0005923123,0.0002273712,0.0002764786,0.0004100262,0.0003757259],"domain_scores_gemma":[0.9990515,0.0004892061,0.0001159841,0.0001264442,0.0001058497,0.0001110632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006721366,0.0003958158,0.561905,0.0002217909,0.0001707794,0.00003265877,0.1184705,0.00003717981,0.003356342,0.2798935,0.004924763,0.02991951],"study_design_scores_gemma":[0.01180449,0.0002423733,0.6018791,0.001224176,0.00006680824,0.00000873607,0.009441854,0.02184791,0.001644136,0.0105028,0.3396319,0.00170578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818684,0.000170339,0.0001346129,0.005212962,0.000393752,0.0004309971,0.000001475773,0.00006367041,0.01172377],"genre_scores_gemma":[0.9970183,0.0002082253,0.0005987383,0.0004754659,0.0003978785,0.00002476438,0.000004142614,0.00001802216,0.001254509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347071,"threshold_uncertainty_score":0.550064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909870078467694,"score_gpt":0.3080826938385121,"score_spread":0.2789839930538351,"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."}}