{"id":"W4401340541","doi":"10.14393/ufu.di.2022.5357","title":"O ensino de química para surdos: produção de planos de aula especializado para turmas inclusivas","year":2018,"lang":"pt","type":"dissertation","venue":"","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Interpreter; Point (geometry); Psychology; Mathematics education; Computer science; Linguistics; Pedagogy; Philosophy; Mathematics; Programming language","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":["insufficient_payload"],"category_scores_codex":[0.001383423,0.0007008632,0.0006972166,0.0004550074,0.001913153,0.001540558,0.000781411,0.00064225,0.02199037],"category_scores_gemma":[0.001320425,0.0006604407,0.0003021197,0.000154622,0.0004288665,0.0001143546,0.0001625099,0.0008572557,0.00138954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006433803,"about_ca_system_score_gemma":0.004265557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570892,"about_ca_topic_score_gemma":0.009395059,"domain_scores_codex":[0.9953764,0.000410331,0.0009308736,0.000869405,0.0008180755,0.00159493],"domain_scores_gemma":[0.9961997,0.0004179103,0.0004183205,0.0007666014,0.001588354,0.0006090827],"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":[0.0007700924,0.001361211,0.004974249,0.001576934,0.0007206821,0.0001451978,0.352823,0.00001662081,0.0006380088,0.2918246,0.3422859,0.002863396],"study_design_scores_gemma":[0.0006288398,0.0003208133,0.005948267,0.0004687491,0.0002859044,0.00002537732,0.0300679,0.001546075,0.003280756,0.007563269,0.9486958,0.001168271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6167674,0.001346243,0.0005650574,0.003169548,0.00713583,0.00220995,0.0005094337,0.0003269573,0.3679695],"genre_scores_gemma":[0.6708782,0.0006058584,0.00098502,0.001187532,0.01394702,0.0001573458,0.002788323,0.0001768632,0.3092739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6064098,"threshold_uncertainty_score":0.9995847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08098129531086311,"score_gpt":0.3716337453695759,"score_spread":0.2906524500587128,"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."}}