{"id":"W4412804460","doi":"10.63330/armv1n5-018","title":"EDUCAR ALÉM DAS TELAS: CRIATIVIDADE, INFÂNCIA E AS NOVAS MEDIAÇÕES TECNOLÓGICAS","year":2025,"lang":"pt","type":"article","venue":"Aurum Revista Multidisciplinar","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Geography","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":[0.001301294,0.0007948217,0.001011045,0.0007182861,0.00178379,0.001210815,0.0019679,0.0008516328,0.0008583067],"category_scores_gemma":[0.005745219,0.0007502776,0.0005007415,0.003594472,0.001679163,0.0009820038,0.001288204,0.0009128597,0.002622114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006342591,"about_ca_system_score_gemma":0.002308115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006848456,"about_ca_topic_score_gemma":0.0009970472,"domain_scores_codex":[0.994595,0.0003844329,0.001288144,0.00139351,0.0009961461,0.001342804],"domain_scores_gemma":[0.9958802,0.001057115,0.0006186612,0.001509168,0.0005216227,0.0004132532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001569554,0.002555581,0.07891677,0.001044398,0.0006014245,0.00007115793,0.08545033,0.00001081244,0.0007186947,0.4441781,0.3225129,0.06378289],"study_design_scores_gemma":[0.0009625626,0.0002445955,0.02407524,0.001397393,0.0002680881,0.000007536877,0.22588,0.00004661341,0.0009852535,0.01536316,0.7295305,0.001239023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6456501,0.01187542,0.0001345396,0.1062065,0.005339189,0.002548005,0.0001656565,0.001443164,0.2266374],"genre_scores_gemma":[0.8721271,0.002500737,0.0004381319,0.0007415505,0.0005234416,0.0001853482,0.00006248495,0.00005962469,0.1233616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4288149,"threshold_uncertainty_score":0.999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400913852768421,"score_gpt":0.4219813499101389,"score_spread":0.3818899646332968,"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."}}