{"id":"W2239860674","doi":"","title":"Actualidade do direito do consumidor no Brasil: 20 anos do código de defesa do consumidor, conquistas e novos desafios","year":2011,"lang":"pt","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.002269475,0.001369781,0.001631373,0.0008053684,0.001882456,0.001722916,0.002849162,0.002122499,0.019882],"category_scores_gemma":[0.001451098,0.001638417,0.0007855336,0.001895966,0.005119418,0.001817351,0.0007337455,0.001775116,0.00609882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386162,"about_ca_system_score_gemma":0.002471374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008493113,"about_ca_topic_score_gemma":0.003328371,"domain_scores_codex":[0.9894103,0.002949082,0.001011531,0.002020469,0.001549892,0.003058696],"domain_scores_gemma":[0.9922051,0.002400642,0.001012607,0.001573991,0.0007638942,0.00204372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002587701,0.002259472,0.2192582,0.0006252315,0.002193573,0.006045825,0.4330022,0.00001649333,0.006429651,0.1299007,0.1844452,0.01323564],"study_design_scores_gemma":[0.008063887,0.0007348909,0.04412668,0.0008907033,0.0016042,0.0001827764,0.1242274,0.0001036729,0.002394143,0.00335302,0.8100815,0.004237173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7074326,0.004205448,0.0001194965,0.0007634981,0.002084454,0.00177446,0.000826853,0.0006210378,0.2821721],"genre_scores_gemma":[0.9806166,0.001197193,0.001153128,0.0009410128,0.001024932,0.00004996462,0.00007776756,0.0002320015,0.01470743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6256363,"threshold_uncertainty_score":0.9999053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857522703273783,"score_gpt":0.2950251338203715,"score_spread":0.2664499067876337,"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."}}