{"id":"W4387100046","doi":"10.1108/978-1-80455-526-220231019","title":"Prelims","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; License; Emerald; Library science; Citation; Subject (documents); Media studies; Political science; Sociology; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002028215,0.001204632,0.0008875618,0.0032179,0.00317211,0.00801174,0.002183961,0.003074927,0.7178776],"category_scores_gemma":[0.007402436,0.0006572401,0.001098824,0.003666012,0.001077302,0.005805127,0.006103553,0.002586918,0.6279911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002751902,"about_ca_system_score_gemma":0.005006269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009714218,"about_ca_topic_score_gemma":0.01596288,"domain_scores_codex":[0.997867,0.0003080072,0.0001646158,0.000381428,0.00100088,0.0002779741],"domain_scores_gemma":[0.9968837,0.0003233441,0.0001526493,0.0004552949,0.00153015,0.0006547808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002145441,0.00001270854,0.0001200601,0.0001569311,0.000001744069,0.00004820071,0.0001190443,0.00001364525,0.00009835693,0.004939054,0.9474451,0.04702372],"study_design_scores_gemma":[0.000001967384,0.00000376102,0.00011575,0.0000646491,6.32006e-7,0.00003285806,0.00006591112,0.000006939392,0.00003414588,0.0003822702,0.9992884,0.000002785073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008311888,0.004831478,0.002041968,0.01067881,0.02575368,0.0003323786,0.01345577,0.003290578,0.9387841],"genre_scores_gemma":[0.002759337,0.002240379,0.0009093768,0.003696277,0.001577969,0.0001927064,0.006339045,0.001411118,0.9808738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2821224,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05321007553446939,"score_gpt":0.2971130312695757,"score_spread":0.2439029557351063,"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."}}