{"id":"W4411138044","doi":"10.31011/reaid-2024-v.98-n.4-art.2415","title":"USO DE SOFTWARE PARA ANÁLISE DE DADOS EM PESQUISAS QUALITATIVAS","year":2024,"lang":"pt","type":"article","venue":"Revista Enfermagem Atual In Derme","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001715772,0.0004217738,0.0005076961,0.0003940408,0.0003009877,0.001882272,0.0008563555,0.0005075534,0.001070948],"category_scores_gemma":[0.004294235,0.0004337767,0.0002776957,0.001660125,0.0005178649,0.0008567104,0.000265048,0.0007714645,0.001005897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017483,"about_ca_system_score_gemma":0.001655594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005430756,"about_ca_topic_score_gemma":0.0002930168,"domain_scores_codex":[0.996018,0.0007459138,0.0007190726,0.0007459379,0.0005275131,0.001243588],"domain_scores_gemma":[0.99752,0.001325949,0.0001373771,0.0005506641,0.0001092656,0.0003567237],"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":[0.00005365677,0.0007826018,0.03199229,0.003165383,0.0001793585,0.0009790671,0.314773,0.00003681059,0.0002943997,0.3852548,0.1551409,0.1073478],"study_design_scores_gemma":[0.0006048995,0.0002275569,0.03319659,0.00366221,0.000173566,0.00006277687,0.2429977,0.000875479,0.0003450133,0.03570418,0.6802334,0.001916641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223465,0.03492481,0.003501247,0.01303088,0.001174849,0.001262318,0.0002207423,0.002246224,0.02129248],"genre_scores_gemma":[0.9654942,0.002017346,0.0008734734,0.000704002,0.0002644053,0.00008427435,0.00004308834,0.0000635609,0.03045571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5250924,"threshold_uncertainty_score":0.9998422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547796976567753,"score_gpt":0.4522611561448004,"score_spread":0.2974814584880252,"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."}}