{"id":"W4412159371","doi":"10.36926/editorainovar-978-65-5388-326-0_005","title":"O FLUIR NO SILÊNCIO: CONSTRUINDO CONEXÕES COM A ESQUIZOFRENIA","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","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":[0.000706862,0.001477091,0.002037873,0.0006563626,0.0005621905,0.00005696711,0.001046882,0.003440346,0.1101821],"category_scores_gemma":[0.00005104914,0.001495776,0.0006603433,0.0001302608,0.001841984,0.00009777917,0.0003441021,0.00259908,0.05591772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714099,"about_ca_system_score_gemma":0.0006086859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004689108,"about_ca_topic_score_gemma":0.0002178646,"domain_scores_codex":[0.9937004,0.0003758807,0.001789616,0.002140461,0.0004393636,0.001554227],"domain_scores_gemma":[0.9951907,0.001051105,0.000704241,0.002049659,0.0002990743,0.0007051782],"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":[0.001413207,0.0004280052,0.0009714535,0.0003552304,0.001039672,0.0003397188,0.0003451393,8.241611e-8,0.00008109131,0.6331525,0.338833,0.02304087],"study_design_scores_gemma":[0.006048725,0.001285009,0.0006569204,0.00105633,0.0004177821,0.0004112732,0.0003331593,0.00001462507,0.00006409714,0.005312686,0.983037,0.001362388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006754527,0.004013609,0.0003469475,0.003049839,0.01964314,0.001946715,0.001176475,0.0003668248,0.968781],"genre_scores_gemma":[0.04378243,0.001312302,0.0003317632,0.01687708,0.0006027477,0.00009413138,0.0005227522,0.0001317473,0.936345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.644204,"threshold_uncertainty_score":0.9997978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312519450589366,"score_gpt":0.3491103177910432,"score_spread":0.3159851232851495,"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."}}