{"id":"W2085485043","doi":"10.1177/0261018309358292","title":"Lone motherhood, welfare reform and active citizen subjectivity","year":2010,"lang":"en","type":"article","venue":"Critical Social Policy","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Subjectivity; Welfare reform; Citizenship; Welfare; Sociology; Gender studies; Poverty; Reproduction; Qualitative research; Political science; Law; Politics; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0003897859,0.0001767101,0.0002979873,0.0000859186,0.003806084,0.0001108432,0.0001945736,0.000394556,0.00009978629],"category_scores_gemma":[0.002614334,0.0001544644,0.0001262146,0.000403427,0.00327232,0.000269948,0.0001317378,0.0005457423,0.00002815117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429912,"about_ca_system_score_gemma":0.0002324351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06850483,"about_ca_topic_score_gemma":0.01141091,"domain_scores_codex":[0.9982874,0.000149692,0.0001735128,0.0002714303,0.0003532664,0.0007647164],"domain_scores_gemma":[0.9992571,0.0001362882,0.00004287868,0.0001043932,0.0001551724,0.0003041239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001992255,0.00006191406,0.0001496997,0.00001411634,0.00002631136,0.000003499918,0.02216574,2.513621e-9,0.0002083868,0.9401407,0.0002123942,0.03699727],"study_design_scores_gemma":[0.0007089654,0.00008207342,0.1644929,0.00001119335,0.00006146082,0.000005232874,0.05316937,0.000001980469,0.0003961383,0.7490369,0.03139018,0.0006436034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3878222,0.00002519073,0.000008093325,0.239877,0.0004731953,0.0002263096,0.00007258327,0.0001928996,0.3713025],"genre_scores_gemma":[0.9876518,0.00006156044,0.00004948592,0.001208066,0.01023503,0.00002799573,0.000001786368,0.00002209959,0.000742138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5998296,"threshold_uncertainty_score":0.9994402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067874200830717,"score_gpt":0.3780119871634743,"score_spread":0.3573332451551672,"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."}}