{"id":"W4415881036","doi":"10.36926/editorainovar-978-65-5388-354-3_003","title":"CARACTERÍSTICAS BIOPSICOSSOCIAIS NA PESSOA LGBTQIAP+ FRENTE ÀS FUNÇÕES LABORAIS/PROFISSIONAL: UMA REVISÃO INTEGRATIVA","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Evasion and Academic Success Factors","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Public policy; Subject (documents)","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":[],"category_scores_codex":[0.0009254364,0.000784042,0.001075838,0.0004761844,0.000958455,0.0002982395,0.001236354,0.001840288,0.01888182],"category_scores_gemma":[0.001473815,0.0006303819,0.0005681571,0.0003333165,0.0006940787,0.0003784108,0.0003482448,0.00193255,0.0007407737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004759023,"about_ca_system_score_gemma":0.001420004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604012,"about_ca_topic_score_gemma":0.0008561839,"domain_scores_codex":[0.9955277,0.0002184434,0.0009503489,0.001033766,0.001504427,0.0007652853],"domain_scores_gemma":[0.9967516,0.0009163724,0.0006044818,0.0005426473,0.0006721343,0.0005127465],"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":[0.00002033481,0.00003317853,0.0008134992,0.00007602408,0.0001569958,0.00002348127,0.001970379,2.960344e-8,0.0000616898,0.7197207,0.2220116,0.05511212],"study_design_scores_gemma":[0.0002291156,0.00002437753,0.000277843,0.001236937,0.0001347173,0.00000104194,0.00208432,0.000005534492,0.0001016639,0.0101413,0.9850148,0.0007483589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002129866,0.002260401,0.0000737237,0.009514627,0.00181309,0.0006996607,0.0004122043,0.0005058965,0.9845074],"genre_scores_gemma":[0.007075091,0.006347764,0.0002175025,0.002401186,0.0008358653,0.00002836825,0.0002198388,0.00007649635,0.9827979],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7630032,"threshold_uncertainty_score":0.9996148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336125183843584,"score_gpt":0.3530400446278336,"score_spread":0.3096787927893978,"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."}}