{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00279107,0.0005680672,0.0004580266,0.003803901,0.004904605,0.01463103,0.00137569,0.001666157,0.008597471],"category_scores_gemma":[0.006870558,0.0004616762,0.0003723809,0.008800217,0.01018068,0.01217331,0.00715765,0.002727531,0.0009952423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004451709,"about_ca_system_score_gemma":0.005846969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311938,"about_ca_topic_score_gemma":0.02168554,"domain_scores_codex":[0.9979289,0.001197572,0.0000448544,0.0001835731,0.0005042984,0.0001408951],"domain_scores_gemma":[0.9971003,0.001955426,0.000149832,0.0003483052,0.0003235939,0.0001225075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003290386,0.00003954432,0.00265745,0.0004294514,0.00001525432,0.0004381937,0.2174832,0.0005207233,0.0006787615,0.5856491,0.01479661,0.1772588],"study_design_scores_gemma":[0.00000721496,0.00004590958,0.006569541,0.00104539,0.00003696045,0.0004383416,0.1723227,0.001056595,0.001139642,0.1383031,0.6790086,0.00002602601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1259344,0.01522786,0.03064856,0.02178167,0.0006093658,0.0001004823,0.000280567,0.0005541675,0.8048629],"genre_scores_gemma":[0.8689693,0.01170391,0.01717541,0.0009321179,0.0001406162,0.0001218182,0.0001541268,0.0004454843,0.1003573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01463103,"threshold_uncertainty_score":0.03229952,"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."}}