{"id":"W7130849396","doi":"10.34019/2447-5246.2025.v30.50691","title":"ALUCINAÇÕES DIGITAIS NO CONTEXTO DA EDUCAÇÃO PLATAFORMIZADA","year":2025,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Context (archaeology); Perspective (graphical); Argument (complex analysis); Order (exchange)","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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00178747,0.000651013,0.001366163,0.001569571,0.0011844,0.008207998,0.007515155,0.0004740471,0.01682321],"category_scores_gemma":[0.004432891,0.0006158837,0.000459604,0.003739453,0.001089654,0.007707046,0.002465875,0.0008343144,0.0003406965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386948,"about_ca_system_score_gemma":0.001971528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004619631,"about_ca_topic_score_gemma":0.0008982102,"domain_scores_codex":[0.9949482,0.0003359404,0.001634898,0.0009018235,0.001190974,0.0009881437],"domain_scores_gemma":[0.9946983,0.001230602,0.001400542,0.001041112,0.001151102,0.0004782902],"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":[0.0001778102,0.000893406,0.2002385,0.0002085355,0.0003951582,0.00001814923,0.00218075,0.00001316416,0.0008791303,0.009663428,0.7124699,0.07286209],"study_design_scores_gemma":[0.0009630534,0.00003929514,0.1430776,0.002194828,0.0002071454,0.000005576351,0.02907009,0.00002251013,0.00661621,0.0507983,0.7657443,0.001261103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3649435,0.05451584,0.0001605395,0.007469544,0.00857689,0.001641616,0.0002648262,0.0003169195,0.5621104],"genre_scores_gemma":[0.8929148,0.02478943,0.00006328877,0.001443953,0.00030626,0.00008107399,0.00002578864,0.00005107743,0.08032431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5279713,"threshold_uncertainty_score":0.9996293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4684700583428262,"score_gpt":0.6428517981809285,"score_spread":0.1743817398381023,"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."}}