{"id":"W4403586877","doi":"10.1590/scielopreprints.10235","title":"CONHECIMENTOS DE LÍNGUA PORTUGUESA ENTRE ESTUDANTES DA EDUCAÇÃO PROFISSIONAL TÉCNICA DE NÍVEL MÉDIO EM ENFERMAGEM","year":2024,"lang":"pt","type":"preprint","venue":"","topic":"Migration, Racism, and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Philosophy; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03008156,0.0003855522,0.000934094,0.004543398,0.005109798,0.006782543,0.001439585,0.001038732,0.004463424],"category_scores_gemma":[0.06348129,0.0006968397,0.001327099,0.008141506,0.005434281,0.005253658,0.006519907,0.001454003,0.0006492364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006697658,"about_ca_system_score_gemma":0.01248125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287117,"about_ca_topic_score_gemma":0.0330394,"domain_scores_codex":[0.9635758,0.02162327,0.004183237,0.00319805,0.006292622,0.00112696],"domain_scores_gemma":[0.9299889,0.04325934,0.009857172,0.004529046,0.01053761,0.001827897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003562203,0.0001641965,0.2628427,0.006939257,0.0003964292,0.000963986,0.5312979,0.0002360777,0.0021839,0.02067775,0.003577067,0.1703646],"study_design_scores_gemma":[0.00004354573,0.0003549242,0.3953451,0.008314467,0.0004623478,0.002049705,0.4214934,0.0006758721,0.00228741,0.009228203,0.1595778,0.0001673582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8490552,0.02902204,0.01540906,0.01487498,0.0006463038,0.0004941023,0.001540344,0.0001344265,0.08882369],"genre_scores_gemma":[0.9807072,0.007380208,0.006529224,0.001693792,0.00008917644,0.0003970404,0.0003223678,0.00005690237,0.002824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03008156,"threshold_uncertainty_score":0.1590884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880934890592646,"score_gpt":0.3706273352317198,"score_spread":0.3118179863257933,"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."}}