{"id":"W4408610209","doi":"10.36926/editorainovar-978-65-5388-303-1_009","title":"RETALHOS DE MEMÓRIA: UM CASO DE ESQUIZOFRENIA E DÉFICIT COGNITIVO PÓS-TRAUMÁTICO","year":2025,"lang":"pt","type":"book-chapter","venue":"","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001486314,0.001460644,0.001710362,0.0007004608,0.0004852181,0.00006330204,0.001013471,0.004332954,0.06486925],"category_scores_gemma":[0.00007659679,0.001579945,0.0007365713,0.0001871246,0.0008699803,0.0001038847,0.0002459639,0.003324731,0.01756635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008121248,"about_ca_system_score_gemma":0.0008364718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230158,"about_ca_topic_score_gemma":0.001122958,"domain_scores_codex":[0.9927246,0.0006439505,0.001605739,0.002141129,0.0004100151,0.002474555],"domain_scores_gemma":[0.9954997,0.000975081,0.0006225646,0.001678348,0.0002139786,0.001010352],"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":[0.003646763,0.001522483,0.00458982,0.001061911,0.002785697,0.002718351,0.003906508,8.811728e-7,0.0002802267,0.4857035,0.4392917,0.05449216],"study_design_scores_gemma":[0.008540977,0.002084947,0.005643512,0.002150507,0.00203593,0.002726714,0.001638335,0.00005544713,0.0005627745,0.02111789,0.9508389,0.002604023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01146919,0.003831087,0.001738094,0.002790943,0.006749157,0.00185016,0.000534445,0.0006645482,0.9703724],"genre_scores_gemma":[0.1174667,0.001657283,0.001093751,0.02012817,0.0009121156,0.0001674198,0.0002517464,0.0004155763,0.8579072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5115472,"threshold_uncertainty_score":0.9998143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567286234809112,"score_gpt":0.3621169939936227,"score_spread":0.3264441316455316,"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."}}