{"id":"W3111597296","doi":"10.1177/1468017320978917","title":"Barriers to knowledge acquisition and utilisation in child welfare decisions: A qualitative study","year":2020,"lang":"en","type":"article","venue":"Journal of Social Work","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Vignette; Public relations; Knowledge acquisition; Psychology; Active listening; Welfare; Quality (philosophy); Qualitative research; Nursing; Social psychology; Knowledge management; Medicine; Sociology; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005086192,0.00008213924,0.0002230278,0.0001160327,0.0002523995,0.00002602074,0.00008792964,0.0000625851,0.0007344789],"category_scores_gemma":[0.0002033608,0.00007463816,0.00006324932,0.0006239009,0.00002428628,0.00008790578,0.00002435704,0.0002557031,0.00004516402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004231017,"about_ca_system_score_gemma":0.00001848163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005024628,"about_ca_topic_score_gemma":0.00002587506,"domain_scores_codex":[0.9988804,0.0003699849,0.0003593053,0.0001262462,0.000148333,0.0001156911],"domain_scores_gemma":[0.9993938,0.0001504192,0.0001452956,0.00004279145,0.00007870374,0.0001889673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008045504,0.0001895044,0.009086029,0.000002203413,0.00009246801,0.00004786289,0.9734452,0.000002445411,0.000002425731,0.001927413,0.002770963,0.01162888],"study_design_scores_gemma":[0.00188971,0.0004334197,0.5432486,0.00005608727,0.00003088375,0.00000621621,0.4500715,4.597044e-7,0.000001738835,0.0003279702,0.003850373,0.00008302359],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794607,0.0003849496,0.00004991137,0.01662206,0.000255042,0.0002101727,0.000003756246,0.000006827213,0.003006573],"genre_scores_gemma":[0.9988964,0.000004434402,0.00004827924,0.0005340673,0.0004837503,0.000004772057,6.868469e-7,0.000009481967,0.0000181214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5341625,"threshold_uncertainty_score":0.8042029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04684446029494611,"score_gpt":0.3861843638713431,"score_spread":0.339339903576397,"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."}}