{"id":"W4403868594","doi":"10.31011/reaid-2024-v.99-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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001738553,0.0004243435,0.0005115365,0.0003985966,0.0002973469,0.001899543,0.0008694561,0.000509657,0.001044364],"category_scores_gemma":[0.004445888,0.0004356347,0.0002781851,0.001674113,0.0005137612,0.0008855265,0.0002637364,0.0007697704,0.0009800935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029684,"about_ca_system_score_gemma":0.001647856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005164866,"about_ca_topic_score_gemma":0.0002904524,"domain_scores_codex":[0.9959896,0.000753783,0.0007297255,0.0007511703,0.0005277446,0.001247974],"domain_scores_gemma":[0.9974959,0.001345429,0.0001391441,0.0005548832,0.0001103553,0.0003542953],"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":[0.00005411271,0.0008105222,0.0303803,0.00338537,0.0001857699,0.0009635728,0.3419855,0.00003706444,0.0002770658,0.350612,0.1590026,0.112306],"study_design_scores_gemma":[0.0006012607,0.0002267469,0.02889509,0.003949165,0.0001714597,0.00005963785,0.2817753,0.0008888112,0.0003061108,0.03440292,0.6468226,0.001900935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175459,0.03949868,0.003861004,0.01309694,0.001236,0.001343882,0.0002433932,0.002413616,0.02076055],"genre_scores_gemma":[0.9673849,0.002229576,0.000906779,0.000732199,0.0002684582,0.00009018982,0.00004360806,0.00006441766,0.02827984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4878199,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513649104326022,"score_gpt":0.4509656310429622,"score_spread":0.29960072061036,"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."}}