{"id":"W2902242028","doi":"10.1590/1982-4017-180304-do0418","title":"QUEM É ESTUDANTE FALANTE DE PORTUGUÊS EM FAMÍLIAS DE ORIGEM BRASILEIRA EM TORONTO, CANADÁ? QUESTÕES DE CLASSE","year":2018,"lang":"pt","type":"article","venue":"Linguagem em (Dis)curso","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002693662,0.0009734049,0.0009570413,0.0002452674,0.001752784,0.0009871259,0.001741275,0.0009168225,0.004681739],"category_scores_gemma":[0.002690445,0.001047487,0.0005070496,0.0009016801,0.0006399128,0.0006112983,0.0002568625,0.0009703006,0.0006908439],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762572,"about_ca_system_score_gemma":0.007778731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4185994,"about_ca_topic_score_gemma":0.8260005,"domain_scores_codex":[0.9922261,0.001124273,0.001233396,0.001298882,0.001057741,0.003059575],"domain_scores_gemma":[0.9948687,0.0005417333,0.0007836149,0.001144267,0.0006470311,0.002014655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001334459,0.0004946739,0.03369999,0.0001981294,0.0002595333,0.000201439,0.8925982,0.00001734469,0.0002794277,0.006968435,0.02260267,0.04254676],"study_design_scores_gemma":[0.001431231,0.0005505545,0.1043537,0.0008756542,0.0004562621,0.0001072655,0.6438153,0.002249148,0.001320104,0.0005688642,0.2419908,0.002281064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562863,0.00479714,0.000265205,0.001513595,0.005697127,0.0008974848,0.0001404108,0.0005091073,0.02989367],"genre_scores_gemma":[0.8962931,0.0007432089,0.000851995,0.004402777,0.01224522,0.00005833053,0.00004575118,0.0001627577,0.08519688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4074011,"threshold_uncertainty_score":0.9995468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05433344364572441,"score_gpt":0.4423968596971741,"score_spread":0.3880634160514497,"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."}}