{"id":"W3166053753","doi":"10.1192/bja.2020.84","title":"A child psychiatrist's expert roles in the criminal court: children as vulnerable witnesses","year":2021,"lang":"en","type":"article","venue":"BJPsych Advances","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Witness; Competence (human resources); Psychology; Expert witness; Criminal court; Child custody; Criminology; Social psychology; Law; Political science; International 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004059552,0.0002764559,0.0003071984,0.0001780855,0.0003347025,0.00008054466,0.0004425651,0.0001577578,0.005971681],"category_scores_gemma":[0.00008338353,0.0002149449,0.0001461146,0.0006766347,0.0002278324,0.0002112795,0.00002902724,0.0005949048,0.001110701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000204711,"about_ca_system_score_gemma":0.00004163447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008875725,"about_ca_topic_score_gemma":0.0008212088,"domain_scores_codex":[0.9975131,0.0005175527,0.000436394,0.00069956,0.0003195042,0.0005139302],"domain_scores_gemma":[0.9987625,0.0001455454,0.0001517895,0.0007579662,0.00008883941,0.00009338372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001666067,0.004619358,0.03569644,0.00003799658,0.0003516761,0.0005202394,0.02165408,0.0001038887,0.0003578934,0.06514745,0.3356217,0.5342233],"study_design_scores_gemma":[0.002821692,0.0003484713,0.1515847,0.00005125519,0.00003598783,0.003480253,0.01990326,0.000003365117,0.000178057,0.007986612,0.8131225,0.0004838006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4211776,0.05080204,0.001123759,0.01641998,0.008280128,0.0006936587,0.00003381984,0.0002484664,0.5012205],"genre_scores_gemma":[0.9821224,0.001614689,0.0006950421,0.01041803,0.001023434,0.0002810838,0.00004555949,0.00003858167,0.003761227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5609447,"threshold_uncertainty_score":0.999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421182568354389,"score_gpt":0.342733362279554,"score_spread":0.3285215365960101,"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."}}