{"id":"W2020652030","doi":"10.1080/15548732.2012.723967","title":"Employment Experiences of Frontline Child Protection Service Providers in Accessible and Central Service Delivery Settings","year":2012,"lang":"en","type":"article","venue":"Journal of Public Child Welfare","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Service delivery framework; Focus group; Child protection; Service provider; Service (business); Work (physics); Social work; Business; Public relations; Nursing; Psychology; Medicine; Marketing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001519921,0.0001049191,0.0002070414,0.0001800945,0.0007317199,0.0001732524,0.0002552602,0.0001059514,0.0007208596],"category_scores_gemma":[0.0005295139,0.00009487962,0.00005210014,0.001083118,0.00006488514,0.00276097,0.00004577868,0.0003388535,0.000002240922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546362,"about_ca_system_score_gemma":0.0002137053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652927,"about_ca_topic_score_gemma":0.003779734,"domain_scores_codex":[0.998155,0.000416014,0.0004576636,0.0001129542,0.0004917728,0.0003665677],"domain_scores_gemma":[0.9984422,0.00007384983,0.0007153104,0.00008166914,0.0004187928,0.0002682136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001560278,0.001048925,0.1377302,0.0001734043,0.0001114745,0.000002418399,0.8229651,0.00001583857,0.00003399453,0.003849747,0.002577095,0.03133574],"study_design_scores_gemma":[0.0005925711,0.0000449261,0.1958193,0.00009948941,0.00002611919,0.00002180201,0.4903796,0.00001518163,0.0000755572,0.00005238606,0.3127317,0.0001414094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6962923,0.0008645978,0.0000235388,0.2977832,0.0007108303,0.0002569379,0.000001525266,0.00001214889,0.004054923],"genre_scores_gemma":[0.9976372,0.0001175991,0.0001850114,0.001306559,0.0006870488,0.00001448482,0.000001986944,0.000008781333,0.00004134672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3325856,"threshold_uncertainty_score":0.7892907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100517443447102,"score_gpt":0.3085304767956275,"score_spread":0.2775253023611565,"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."}}