{"id":"W2408447908","doi":"10.1017/s1474746415000536","title":"Introduction: Young Fatherhood: Lived experiences and policy challenges","year":2015,"lang":"en","type":"article","venue":"Social Policy and Society","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Disadvantaged; Quarter (Canadian coin); Teenage pregnancy; Politics; Falling (accident); Psychological intervention; Political science; Sociology; Gender studies; Economic growth; Psychology; Demography; Geography; Economics; Population","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007288572,0.000137093,0.0001846401,0.00003785624,0.001427187,0.0001593757,0.0001285786,0.0002382398,0.0000224831],"category_scores_gemma":[0.0004434672,0.0001393974,0.0001076581,0.0003430831,0.001270452,0.0002620815,0.00006469478,0.0001643372,0.000007330996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131798,"about_ca_system_score_gemma":0.0007759098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005810937,"about_ca_topic_score_gemma":0.000346051,"domain_scores_codex":[0.9986754,0.0001877198,0.0001561272,0.0002771645,0.0003189572,0.0003846303],"domain_scores_gemma":[0.9993559,0.00004182261,0.00007943119,0.00008686878,0.0001303,0.000305663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002295785,0.00002470096,0.0001359567,0.000006881517,0.00001846011,1.024066e-7,0.801941,1.12566e-7,0.000003519031,0.1885283,0.004598413,0.004740214],"study_design_scores_gemma":[0.0002387759,0.00002552189,0.003760727,0.000002462006,0.000009236955,0.000001611735,0.9049224,0.00001929206,0.000001649202,0.01246077,0.0783896,0.0001679116],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7482758,0.00172569,0.00003242361,0.1864891,0.0009298763,0.0002545442,0.000007626394,0.0001754665,0.06210952],"genre_scores_gemma":[0.9713066,0.004592412,0.0002247629,0.001253696,0.0178261,0.00003524094,0.00000428241,0.00001316125,0.004743721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2230309,"threshold_uncertainty_score":0.9998728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07061054529569658,"score_gpt":0.3682568982929438,"score_spread":0.2976463529972472,"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."}}