{"id":"W2905349813","doi":"10.1177/0002764218816804","title":"Self-Responsibility and Activation for Lone Mothers in the United Kingdom","year":2018,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welfare reform; Quarter (Canadian coin); Work (physics); Public relations; Moral responsibility; Sociology; Political science; Welfare; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004293678,0.0001996575,0.0003565661,0.0003898738,0.00997034,0.003639111,0.0006178693,0.001372124,0.004032474],"category_scores_gemma":[0.007009386,0.0002489495,0.0001965077,0.0003167723,0.005963115,0.00257117,0.006322508,0.002283364,0.0003110105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01171183,"about_ca_system_score_gemma":0.008722307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0693542,"about_ca_topic_score_gemma":0.1467583,"domain_scores_codex":[0.9947926,0.00330389,0.0002084631,0.000196358,0.000355077,0.001143568],"domain_scores_gemma":[0.9931907,0.002703233,0.001325817,0.0002485579,0.0006006603,0.001931017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001591844,0.0001177699,0.04231953,0.0003776091,0.00001796917,0.003330967,0.8893709,0.00009198103,0.001218286,0.02093714,0.01070543,0.03135316],"study_design_scores_gemma":[0.00001083607,0.0001040972,0.0329141,0.0005846174,0.000008781244,0.0006068071,0.8897752,0.00005608434,0.0003406234,0.001016979,0.07454378,0.00003817463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602548,0.003538079,0.0002377714,0.0238696,0.0002539202,0.00003114043,0.00002199629,0.000008071466,0.01178458],"genre_scores_gemma":[0.9932585,0.001475553,0.0001258216,0.002267528,0.00001434652,0.0000202681,0.000007046826,0.000006240041,0.002824771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0693542,"threshold_uncertainty_score":0.1379011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07921796744220196,"score_gpt":0.4254992667211406,"score_spread":0.3462812992789386,"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."}}