{"id":"W4383067366","doi":"10.56069/2676-0428.2023.281","title":"Desafio da Tecnologia na Educação Básica","year":2023,"lang":"pt","type":"article","venue":"Revista Científica FESA","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01461572,0.0008154635,0.001051168,0.007084417,0.005432578,0.02288516,0.001608391,0.004241547,0.01801649],"category_scores_gemma":[0.03154264,0.0005812578,0.0009482183,0.01064464,0.01277318,0.01477113,0.006139436,0.004114157,0.004775725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008371162,"about_ca_system_score_gemma":0.01572669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007558801,"about_ca_topic_score_gemma":0.00970849,"domain_scores_codex":[0.9809604,0.009491087,0.001039944,0.001439975,0.006165923,0.0009027128],"domain_scores_gemma":[0.9573022,0.02566726,0.002339214,0.005436828,0.007830746,0.001423807],"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":[0.00006996201,0.0001134709,0.006959341,0.002582174,0.00006813386,0.0004663228,0.02392537,0.000774817,0.00274236,0.6549104,0.01956482,0.2878228],"study_design_scores_gemma":[0.00001449898,0.00007644694,0.004832669,0.002120871,0.0000618823,0.0005291824,0.01318456,0.0005412064,0.001999108,0.118661,0.8579406,0.00003800684],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04858785,0.09386254,0.04803732,0.1280824,0.004237819,0.0002068743,0.0004629225,0.0007890243,0.6757333],"genre_scores_gemma":[0.694604,0.122877,0.0476564,0.0104425,0.00312547,0.0004407011,0.0004462223,0.0004220656,0.1199856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02288516,"threshold_uncertainty_score":0.0772962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019627783315498,"score_gpt":0.3739086968957428,"score_spread":0.271945918564193,"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."}}