{"id":"W2086311758","doi":"10.1111/j.1475-5661.2009.00379.x","title":"The modern model family at home in Singapore: a queer geography","year":2010,"lang":"en","type":"article","venue":"Transactions of the Institute of British Geographers","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Heteronormativity; Gender studies; Queer; Sociology; Citizenship; Nationality; Politics; Lesbian; Political science; Immigration; Law","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":[0.0007418394,0.000120044,0.0002134605,0.000129305,0.000712378,0.0000542091,0.0008757287,0.0001693626,0.00003688142],"category_scores_gemma":[0.00002874146,0.0001204418,0.0003501968,0.0006127277,0.002843101,0.0003701289,0.00002555192,0.0003636113,0.000003013397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006369664,"about_ca_system_score_gemma":0.0003065813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02604109,"about_ca_topic_score_gemma":0.150743,"domain_scores_codex":[0.9985245,0.00006384868,0.0004444865,0.0002303733,0.0003855762,0.0003512241],"domain_scores_gemma":[0.9991555,0.00008826282,0.000188087,0.0003863248,0.0001029455,0.00007888612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003061564,0.001369151,0.2941768,0.0001612057,0.001358554,0.00001992458,0.04628552,0.1376333,0.008829814,0.01373444,0.006480967,0.4896442],"study_design_scores_gemma":[0.005701301,0.00009273428,0.7089951,0.0006649311,0.0004246625,0.00005290157,0.01453311,0.01063047,0.0009089268,0.1833969,0.07234512,0.00225382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825403,0.0002741363,0.001192731,0.0009134718,0.001779795,0.0004065757,0.00005959528,0.00004587022,0.0127875],"genre_scores_gemma":[0.9958695,0.0006653622,0.002352552,0.00006927274,0.00001986494,0.00003489637,0.000001595918,0.00001499633,0.0009719885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4873904,"threshold_uncertainty_score":0.9998706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050006834611624,"score_gpt":0.2384561518686374,"score_spread":0.2279560835225212,"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."}}