{"id":"W4200543616","doi":"10.54795/rejub.n.1.89","title":"A FLEXIBILIZAÇÃO PROCEDIMENTAL EXTRAÍDA DA EXPERIÊNCIA DO CASE MANAGEMENT: UMA ANÁLISE QUANTO À PERTINÊNCIA DO INSTITUTO NO ÂMBITO DOS JUIZADOS ESPECIAIS","year":2021,"lang":"pt","type":"article","venue":"Revista Judicial Brasileira","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Humanities; Philosophy","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","insufficient_payload"],"category_scores_codex":[0.0006565496,0.001355314,0.001420614,0.0007885921,0.002069546,0.005440122,0.0008813089,0.00053484,0.01273471],"category_scores_gemma":[0.000577324,0.001536726,0.0009704538,0.003273246,0.000419423,0.002820046,0.00127032,0.0008365574,0.00589107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007755515,"about_ca_system_score_gemma":0.0004534097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007318218,"about_ca_topic_score_gemma":0.0006104132,"domain_scores_codex":[0.9923151,0.0001670223,0.001963777,0.002317018,0.001518856,0.001718251],"domain_scores_gemma":[0.9958881,0.0001023191,0.0009788572,0.0016312,0.001058158,0.0003413697],"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":[0.001525251,0.008400951,0.0186203,0.01235388,0.00222357,0.0502515,0.002775911,0.0001279845,0.002647037,0.4336942,0.2999688,0.1674106],"study_design_scores_gemma":[0.003479171,0.0001009147,0.003614797,0.002666437,0.001326297,0.000868764,0.01225973,0.002781216,0.00008944669,0.00009193779,0.9704414,0.002279909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4607213,0.02699997,0.001461724,0.002029294,0.009696695,0.005956936,0.0005353266,0.001434502,0.4911642],"genre_scores_gemma":[0.9811128,0.00116448,0.0002613838,0.003039435,0.005859359,0.000324468,0.0004099486,0.000260633,0.007567531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6704726,"threshold_uncertainty_score":0.9999198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638291864461469,"score_gpt":0.2920729667880183,"score_spread":0.2556900481434036,"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."}}