{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002028827,0.0010041,0.0009772734,0.0003892959,0.001452647,0.0012621,0.001564699,0.000978341,0.02914512],"category_scores_gemma":[0.0001881249,0.0008348706,0.0007825124,0.0003973097,0.0004151482,0.0002868263,0.001169716,0.001650469,0.001682146],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009505338,"about_ca_system_score_gemma":0.00792593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661046,"about_ca_topic_score_gemma":0.04288271,"domain_scores_codex":[0.9929423,0.0007533308,0.001331083,0.00178668,0.001632382,0.001554185],"domain_scores_gemma":[0.9967358,0.0003940313,0.0005401311,0.0008840747,0.0003797768,0.001066166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006519027,0.000995447,0.002219154,0.0006439036,0.0006546612,0.0002298842,0.7004926,0.0000288462,0.0004339082,0.1091125,0.1809527,0.004171145],"study_design_scores_gemma":[0.0015243,0.0003273793,0.01902905,0.002938047,0.00179507,0.000134472,0.5754451,0.003804235,0.002536757,0.2557793,0.1322211,0.00446524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.879641,0.004752127,0.0008720291,0.00302438,0.005189393,0.003056636,0.0003049877,0.0008386427,0.1023208],"genre_scores_gemma":[0.6027759,0.0009170734,0.0007553791,0.0007135636,0.002233483,0.0001977074,0.0002264328,0.00007542861,0.3921051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2897843,"threshold_uncertainty_score":0.9998474,"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."}}