{"id":"W1600825248","doi":"10.19092/reed.v1i1.13","title":"Novos Horizontes Epistemológicos para a Pesquisa Empírica em Direito: \"Descentrar\" o Sujeito, \"Entrevistar\" o Sistema e Dessubstancializar as Categorias Jurídicas","year":2014,"lang":"pt","type":"article","venue":"Revista de Estudos Empíricos em Direito","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Philosophy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003716196,0.002248964,0.003569853,0.0004821556,0.005139244,0.002352566,0.002684291,0.001048414,0.0008352441],"category_scores_gemma":[0.004120301,0.002202834,0.001731952,0.003424322,0.001836775,0.0008057136,0.000869231,0.001347092,0.002737458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002154323,"about_ca_system_score_gemma":0.002276105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629545,"about_ca_topic_score_gemma":0.003165475,"domain_scores_codex":[0.9832853,0.003174064,0.003044495,0.002934202,0.003722937,0.003838998],"domain_scores_gemma":[0.9910863,0.001885142,0.001817367,0.001785271,0.00128059,0.002145332],"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":[0.0009504941,0.004203161,0.06023299,0.002123083,0.002560556,0.001236826,0.0475816,0.00004513639,0.0005962466,0.7934762,0.05182423,0.03516944],"study_design_scores_gemma":[0.003720007,0.001803951,0.03339167,0.00395236,0.003464633,0.0001856866,0.02914409,0.0003613916,0.000312201,0.0077769,0.9104193,0.005467754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7951688,0.07573625,0.004735043,0.006958049,0.008385999,0.009050908,0.0006041366,0.002001759,0.09735912],"genre_scores_gemma":[0.9805604,0.005830224,0.0001553219,0.001304032,0.006474105,0.0004910349,0.0001111636,0.000227422,0.004846342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8585951,"threshold_uncertainty_score":0.999025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461889627451727,"score_gpt":0.3059629025250767,"score_spread":0.2713440062505595,"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."}}