{"id":"W4398503040","doi":"10.1093/oso/9780192866271.003.0006","title":"‘It’s an excellent service for a lot of young people and a place of trust for them’","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"","keywords":"Service (business); Business; Advertising; Marketing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001588325,0.0002879189,0.0006727221,0.0001886065,0.0001196164,0.00004021425,0.0001585659,0.0001137901,0.004825707],"category_scores_gemma":[0.000007103011,0.0002334082,0.0002940048,0.00001323981,0.0001559957,0.00009569553,0.00004116457,0.00009211373,0.00001824037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005502705,"about_ca_system_score_gemma":0.00006684098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006298576,"about_ca_topic_score_gemma":0.08404175,"domain_scores_codex":[0.9988715,0.000007722199,0.0004363798,0.0003603184,0.0001809993,0.0001431001],"domain_scores_gemma":[0.9988609,0.0001119643,0.0002613571,0.0002833177,0.0004268226,0.0000556329],"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":[0.0002728695,0.00007996895,0.000003586006,0.003426341,0.0006346456,7.807342e-7,0.1573326,0.000003989694,0.00006234256,0.7943183,0.04356029,0.0003042894],"study_design_scores_gemma":[0.0005334266,0.0005717104,8.434616e-7,0.0002395214,0.001064985,0.000001562371,0.02748962,0.001099434,0.0001111614,0.01386031,0.9546471,0.0003803021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001142169,0.001210032,0.00008898796,0.0007535297,0.0003991043,0.001000811,0.001235478,0.00004144787,0.9941285],"genre_scores_gemma":[0.0312667,0.00007105602,0.0001980741,0.0001571625,0.0003682956,0.00006639585,0.0001225946,0.00007917886,0.9676706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9110869,"threshold_uncertainty_score":0.996084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0629365549730354,"score_gpt":0.2499457372872995,"score_spread":0.1870091823142641,"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."}}