{"id":"W4396921894","doi":"10.29327/1397816.4-6","title":"DESIGN UNIVERSAL: O DESIGNER NA INCLUSÃO DO INDIVÍDUO - UMA EXPERIÊNCIA ACADÊMICA CONTRA O PENSAMENTO DISCIPLINAR","year":2024,"lang":"pt","type":"article","venue":"","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Philosophy; Humanities; Materials science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008848751,0.0004256109,0.0003935706,0.0003880119,0.0009580793,0.001507071,0.001027109,0.0005874464,0.003516391],"category_scores_gemma":[0.0002855631,0.0003685994,0.0002005077,0.00143419,0.0009797458,0.001228384,0.0005112229,0.000467014,0.001749658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000828519,"about_ca_system_score_gemma":0.001038154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002895409,"about_ca_topic_score_gemma":0.0001230362,"domain_scores_codex":[0.9968237,0.000299981,0.0004734996,0.0008290198,0.0007374551,0.0008363799],"domain_scores_gemma":[0.9983391,0.0006634709,0.0001124803,0.0004365311,0.0001231961,0.0003251811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008797448,0.0005890775,0.0004742561,0.0001094606,0.000254289,0.0001163093,0.2724288,0.00002563803,0.001780878,0.366457,0.2998659,0.05781049],"study_design_scores_gemma":[0.0006128824,0.0004988112,0.0004513143,0.0004673983,0.0001438907,0.000009092704,0.7363175,0.001077404,0.005379213,0.02759165,0.2260526,0.001398338],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2023468,0.02870872,0.0915404,0.1217951,0.01125347,0.005875552,0.0001367824,0.01072573,0.5276175],"genre_scores_gemma":[0.9120162,0.0006985377,0.0009823607,0.0003867359,0.0002079647,0.00005399984,0.000009335374,0.00004952743,0.08559541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7096694,"threshold_uncertainty_score":0.9998766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018770632032947,"score_gpt":0.3745126542311993,"score_spread":0.2726355910279046,"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."}}