{"id":"W2015445002","doi":"10.1080/10428230902871207","title":"Working with Me, Working at Me: Fathers' Narratives of Child Welfare","year":2009,"lang":"en","type":"article","venue":"Journal of Progressive Human Services","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Victoria","funders":"","keywords":"Welfare; Narrative; Welfare system; Sociology; Developmental psychology; Psychology; Gender studies; Political science; Law; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008218047,0.0001447885,0.0003052322,0.0001353866,0.002146126,0.0001710073,0.000460579,0.0001017238,0.001002354],"category_scores_gemma":[0.00004472779,0.0001121717,0.0001135778,0.0006499065,0.0002062513,0.0005184917,0.00002639973,0.0003240173,0.000005106314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102049,"about_ca_system_score_gemma":0.00009014149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002107806,"about_ca_topic_score_gemma":0.0006823475,"domain_scores_codex":[0.9980803,0.0003841028,0.0004256711,0.0001448687,0.0007058771,0.0002592559],"domain_scores_gemma":[0.9972313,0.0001033618,0.001925757,0.0001190654,0.0004756579,0.0001448667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007171842,0.0008119497,0.1367449,0.00007520151,0.0005345055,0.00009177946,0.7591267,0.00003680868,0.0004766753,0.07719982,0.001139677,0.02304481],"study_design_scores_gemma":[0.001049907,0.0005739218,0.05860623,0.001401296,0.0001518661,0.00003907529,0.4949729,0.000001382245,0.0003998436,0.003104854,0.4393424,0.0003562398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8097679,0.005535946,0.000008799309,0.06624981,0.0005789647,0.0003009172,6.338564e-7,0.00003569072,0.1175214],"genre_scores_gemma":[0.9971711,0.0000517169,0.0007909804,0.0004947567,0.0008571038,0.000002692273,0.000001464421,0.00001173618,0.0006184598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4382028,"threshold_uncertainty_score":0.9999109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141767389856095,"score_gpt":0.35102052594928,"score_spread":0.3196028520507191,"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."}}