{"id":"W4385562687","doi":"10.31512/9786589066385-1","title":"A ARTE DA ESCRITA EM PESQUISA: MAPEAMENTO DOS ESTUDOS SOBRE EDUTECH E GAMIFICAÇÃO","year":2023,"lang":"pt","type":"book-chapter","venue":"","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Art","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006917416,0.000893885,0.0008876966,0.0006465277,0.0008945231,0.00124903,0.001727289,0.001348444,0.004515523],"category_scores_gemma":[0.000520817,0.0008534997,0.000561535,0.0006187019,0.001059903,0.0004978245,0.0007366152,0.0009510377,0.01744841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656107,"about_ca_system_score_gemma":0.0006287306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005719142,"about_ca_topic_score_gemma":0.002841547,"domain_scores_codex":[0.9950042,0.00006267559,0.0009858644,0.001417327,0.001404275,0.001125623],"domain_scores_gemma":[0.9971162,0.0003850751,0.0004590604,0.001232956,0.0003682132,0.0004384913],"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":[0.00001250026,0.0001786976,0.0001259235,0.00008548958,0.0001687457,0.00004011153,0.007526107,5.264034e-7,0.00001938397,0.8631211,0.08069371,0.04802772],"study_design_scores_gemma":[0.0003750159,0.0002224997,0.0001974971,0.0004093318,0.0001345757,0.000007020878,0.1903048,0.00001693397,0.00005575871,0.1111362,0.6957015,0.001438811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006818151,0.0003193179,0.0001313283,0.0208865,0.003538599,0.001437444,0.0001291826,0.003069665,0.9698061],"genre_scores_gemma":[0.0832027,0.002439273,0.0002112643,0.0009269223,0.0004728683,0.0001487969,0.00009130397,0.0001353884,0.9123715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7519848,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1327360062471716,"score_gpt":0.3495025689363934,"score_spread":0.2167665626892218,"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."}}