{"id":"W2027873252","doi":"10.1016/j.chiabu.2014.08.002","title":"Accessible service delivery of child welfare services and differential response models","year":2014,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Service delivery framework; Service (business); Child protection; Welfare; Constructive; Public relations; Service system; Poison control; Bridging (networking); Social Welfare; Business; Computer science; Computer security; Nursing; Medicine; Marketing; Political science; Process (computing); Medical emergency; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001710194,0.000386001,0.0005167812,0.0002668138,0.0004303429,0.00008642139,0.0005523549,0.000242518,0.0009479946],"category_scores_gemma":[0.000007832666,0.0003457423,0.000146372,0.0004154436,0.00008411535,0.0003412683,0.0001357359,0.000384779,0.00009061513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001660175,"about_ca_system_score_gemma":0.00001164901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000399988,"about_ca_topic_score_gemma":0.0006240782,"domain_scores_codex":[0.9977407,0.0003343708,0.0004616338,0.0006928715,0.0002697689,0.0005006749],"domain_scores_gemma":[0.9984322,0.0001779999,0.0002208256,0.0008635441,0.0001154066,0.0001899814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.09749127,0.01618398,0.06922692,0.007259584,0.01036594,0.0004870998,0.3428559,0.003952635,0.02208786,0.1138527,0.01573403,0.300502],"study_design_scores_gemma":[0.01316857,0.0008902265,0.9119627,0.001670485,0.0005769823,0.0003508924,0.001509987,0.003772095,0.006464383,0.00131959,0.05661788,0.001696229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774233,0.001403757,0.0001119222,0.003168146,0.0004280085,0.0003326756,0.00004731764,0.0001650099,0.01691986],"genre_scores_gemma":[0.9967492,0.0002017258,0.00004004299,0.002430866,0.0003424579,0.00002311588,0.00004280276,0.00006887277,0.0001008885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8427358,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312808436627567,"score_gpt":0.2487603796488435,"score_spread":0.2356322952825679,"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."}}