{"id":"W2791940308","doi":"10.51644/9781554580750-006","title":"Service Participant Voices in Child Welfare, Children’s Mental Health and Psychotherapy","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Wilfrid Laurier University","funders":"","keywords":"Mental health; Welfare; Mental health service; Psychology; Psychotherapist; Service (business); Child psychotherapy; Political science; Business","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00293794,0.0002683985,0.0004323341,0.0002384313,0.001536083,0.0002127907,0.0006055359,0.0003172611,0.002679363],"category_scores_gemma":[0.00002125076,0.0002364402,0.00007434342,0.0002386153,0.0008554514,0.0002757584,0.00004339623,0.0004898083,0.00006710899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229211,"about_ca_system_score_gemma":0.0003601314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05607608,"about_ca_topic_score_gemma":0.4790937,"domain_scores_codex":[0.9964398,0.000152439,0.0004671522,0.000606944,0.001379422,0.0009543028],"domain_scores_gemma":[0.9987288,0.00008392295,0.0002248076,0.0002068441,0.00006801416,0.0006875994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004552465,0.00006960908,0.003691647,0.00002513387,0.00005795734,0.000005727016,0.05358721,3.006819e-7,3.864893e-7,0.8657621,0.003249004,0.07350544],"study_design_scores_gemma":[0.0003601696,0.0000958634,0.003335509,0.0001567948,0.000003630433,0.000002517955,0.00515451,0.000003114252,7.665921e-7,0.01508177,0.9754243,0.0003810825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001459588,0.004807217,0.000003547001,0.07256892,0.0003022519,0.001098776,0.00003208697,0.0000836005,0.919644],"genre_scores_gemma":[0.1083827,0.3114557,0.001401523,0.03244314,0.004065481,0.0001272791,0.0001490928,0.0002544985,0.5417206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9721753,"threshold_uncertainty_score":0.9997638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025879110351684,"score_gpt":0.423828112101225,"score_spread":0.3212402010660566,"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."}}