{"id":"W4308791554","doi":"10.47820/recima21.v3i11.2148","title":"GAMIFICAÇÃO PARA TRATAMENTO DE DISTÚRBIOS VISUAIS, O VILÃO SE TORNA HERÓI","year":2022,"lang":"pt","type":"article","venue":"RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218","topic":"Health, Education, and Aging","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Psychology; Art; Physics","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008031149,0.001231632,0.001570563,0.0005550011,0.01094282,0.001257212,0.002656154,0.0004980577,0.005823047],"category_scores_gemma":[0.0005954879,0.001349167,0.0009204542,0.003809153,0.0008098574,0.0009181915,0.0007827538,0.002056028,0.000768801],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004215958,"about_ca_system_score_gemma":0.004199006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657994,"about_ca_topic_score_gemma":0.001173922,"domain_scores_codex":[0.9845538,0.003987778,0.002389322,0.002843424,0.002834589,0.003391108],"domain_scores_gemma":[0.9932193,0.0008698254,0.001400538,0.002036899,0.0004051961,0.002068286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007970695,0.01034479,0.02095911,0.002367835,0.0005234021,0.00038055,0.7854008,0.0004548439,0.007519688,0.01493514,0.1263693,0.02994742],"study_design_scores_gemma":[0.001329894,0.0004933604,0.007756766,0.0004196736,0.0002504894,0.00003784459,0.1508174,0.002774245,0.0001872174,0.000144243,0.8341134,0.001675508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331185,0.01565471,0.001452237,0.0260482,0.006508372,0.005541834,0.001722427,0.0007508162,0.009202855],"genre_scores_gemma":[0.9492341,0.00431938,0.0007350135,0.0006365664,0.00217743,0.000513612,0.0005333547,0.0002477728,0.04160272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7077441,"threshold_uncertainty_score":0.9997796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08104195899474552,"score_gpt":0.3967907593983631,"score_spread":0.3157488004036176,"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."}}