{"id":"W4399059456","doi":"10.26512/rhla.v22i1.46945","title":"Brincadeira, engajamento e multiletramento para produção do inédito viável em um ambiente multilíngue","year":2023,"lang":"pt","type":"article","venue":"Revista Horizontes de Linguistica Aplicada","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Humanities; Sociology; Philosophy","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":["metaepi_narrow"],"category_scores_codex":[0.001032794,0.001460295,0.001711937,0.0004583454,0.001759676,0.002949047,0.001133571,0.0004040927,0.0008819102],"category_scores_gemma":[0.003731225,0.001293269,0.000797698,0.0006734679,0.0007135334,0.0002958858,0.0007390718,0.001456011,0.001777851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004991334,"about_ca_system_score_gemma":0.0002076593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048313,"about_ca_topic_score_gemma":0.0004420081,"domain_scores_codex":[0.9923124,0.0004040757,0.001836926,0.001945327,0.001182071,0.002319237],"domain_scores_gemma":[0.9950933,0.001092369,0.0006493064,0.001450156,0.0008707449,0.0008441369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005970998,0.001703022,0.003899539,0.005359944,0.002127511,0.001281323,0.3389007,0.00001491025,0.0009075711,0.1407722,0.4574468,0.0469895],"study_design_scores_gemma":[0.001358721,0.0006426464,0.002586007,0.001711398,0.0005240847,0.0000192871,0.0291984,0.001030209,0.0001435145,0.0002671496,0.9610291,0.001489533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787774,0.05388603,0.0002071624,0.005013362,0.01495473,0.008335804,0.005340273,0.003591302,0.02989388],"genre_scores_gemma":[0.8969518,0.003701233,0.0002923732,0.0008665282,0.01875812,0.0005645294,0.0006418765,0.0002767817,0.07794675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5035823,"threshold_uncertainty_score":0.9998147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04572335445682141,"score_gpt":0.2954184830612969,"score_spread":0.2496951286044755,"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."}}