{"id":"W7120456152","doi":"","title":"Apresentação","year":2014,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Gender, Sexuality, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Public health; Sexual behavior","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","sts"],"consensus_categories":[],"category_scores_codex":[0.002807934,0.000719264,0.0007408838,0.0005415483,0.00252854,0.0006957586,0.001384164,0.001090779,0.000317688],"category_scores_gemma":[0.001918833,0.000767671,0.0004178197,0.001368726,0.00009054544,0.00083556,0.0003488334,0.001008022,0.00024012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219083,"about_ca_system_score_gemma":0.001521825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003270898,"about_ca_topic_score_gemma":0.001528056,"domain_scores_codex":[0.9918929,0.002229348,0.001124813,0.001324336,0.001799315,0.001629272],"domain_scores_gemma":[0.9955581,0.000630955,0.0006946946,0.001072714,0.0007613004,0.001282196],"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":[0.0001135276,0.001123798,0.002074781,0.000191516,0.0001867807,0.00002457766,0.07340334,0.00005761385,0.0005421559,0.9023043,0.0158323,0.004145291],"study_design_scores_gemma":[0.000938416,0.0001102548,0.007442058,0.0001238856,0.0001574506,0.0001603156,0.03354199,0.0006087148,0.0002448656,0.002032987,0.9537975,0.0008415373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08503003,0.001413255,0.0190897,0.1434729,0.01769179,0.001718256,0.0001125079,0.001104829,0.7303667],"genre_scores_gemma":[0.9851322,0.0003058893,0.0006022415,0.0006950504,0.004298944,0.0001610891,0.0001973408,0.00008472919,0.00852247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9379652,"threshold_uncertainty_score":0.9994774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315373579450164,"score_gpt":0.3054997006491901,"score_spread":0.2523459648546885,"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."}}