{"id":"W1875005337","doi":"10.25336/p6q889","title":"Living Arrangements among Single Mothers in India","year":2005,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spouse; Poverty; Marital status; Socioeconomics; Single mothers; Demographic economics; Population; Demography; Single parent; Psychology; Geography; Economics; Sociology; Economic growth; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003525559,0.00006355812,0.000100926,0.0003978881,0.0001865225,0.00002528614,0.00008965847,0.00005514601,0.00005833363],"category_scores_gemma":[0.0001121039,0.0000694457,0.00001835432,0.000490864,0.0001104596,0.0002149432,0.00001145508,0.00006550664,0.000004913838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191094,"about_ca_system_score_gemma":0.00004242956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.370491,"about_ca_topic_score_gemma":0.9942799,"domain_scores_codex":[0.999178,0.00009503664,0.0001579711,0.0001441931,0.0001311223,0.0002936618],"domain_scores_gemma":[0.999747,0.00004399529,0.00004078945,0.00006215386,0.00001798328,0.00008809867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[3.702508e-7,0.000008077732,0.9098006,0.00000227521,0.000007275158,0.000001719729,0.04077582,0.00004748337,2.632756e-7,0.0007772287,0.0001819849,0.04839692],"study_design_scores_gemma":[0.00006437852,0.000004925747,0.977079,0.00005366778,0.000002349963,3.558053e-8,0.01890424,0.00002032357,1.826599e-7,0.0007851832,0.00300708,0.00007858037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583567,0.0005614664,0.000001029585,0.0003109009,0.0002662062,0.000113431,0.000002369502,0.0000145836,0.04037333],"genre_scores_gemma":[0.9992613,0.0001071331,0.00007129585,0.0001227949,0.0001024648,0.0000142872,0.000002905446,0.000004588848,0.0003131984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6237889,"threshold_uncertainty_score":0.633701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07907385861188267,"score_gpt":0.3408947529634911,"score_spread":0.2618208943516085,"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."}}