{"id":"W4385873202","doi":"10.36926/editorainovar-978-65-5388-155-6_003","title":"O USO DE METODOLOGIAS ATIVAS EM ESTUDANTES ENFERMAGEM: UM RELATO DE EXPERIÊNCIA","year":2023,"lang":"pt","type":"book-chapter","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; 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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004261027,0.0006066646,0.0006791611,0.0002840298,0.001573433,0.0003521898,0.000948967,0.001360244,0.0383397],"category_scores_gemma":[0.003512311,0.0005856844,0.0003953502,0.0002698323,0.0006740007,0.0007060168,0.0002692316,0.001256681,0.007751222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506241,"about_ca_system_score_gemma":0.002036889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003215938,"about_ca_topic_score_gemma":0.00778374,"domain_scores_codex":[0.9956096,0.001070466,0.0007354558,0.0008629485,0.0007252925,0.0009962464],"domain_scores_gemma":[0.9921148,0.005862885,0.0007110151,0.0005762384,0.0002643153,0.0004707623],"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":[0.00006241523,0.0001169501,0.006387184,0.00006756817,0.0004824605,0.0001042174,0.1836326,0.000007409977,0.0001035036,0.7678996,0.0368263,0.004309775],"study_design_scores_gemma":[0.0002420198,0.0001648471,0.004344676,0.0002140932,0.0004404001,0.00002896958,0.2048411,0.00002404529,0.0003446895,0.04897651,0.7392514,0.00112724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0147158,0.001197241,0.0003446564,0.01381806,0.002710827,0.0005690815,0.00002896653,0.0005844053,0.966031],"genre_scores_gemma":[0.07627189,0.006706404,0.001720415,0.001528968,0.001187687,0.00007173305,0.00003218163,0.0001006289,0.9123801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7189231,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3253590351619295,"score_gpt":0.4642438832803509,"score_spread":0.1388848481184214,"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."}}