{"id":"W3010817068","doi":"10.25248/reas.e483.2020","title":"Proposta de prevenção na aprendizagem mediada por tecnologias no ensino fundamental II, apoiada pela psicopedagogia e estudos sociais da ciência e da tecnologia","year":2020,"lang":"pt","type":"article","venue":"Revista Eletrônica Acervo Saúde","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Psychology","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003660419,0.001340968,0.001756596,0.0002604312,0.003556346,0.001410772,0.003094531,0.001569335,0.01173663],"category_scores_gemma":[0.009993792,0.001337247,0.0007342654,0.002391064,0.001965393,0.00155298,0.001563501,0.003088564,0.003246607],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260082,"about_ca_system_score_gemma":0.006022859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042691,"about_ca_topic_score_gemma":0.000357736,"domain_scores_codex":[0.9883025,0.002979737,0.001985536,0.00235208,0.001883178,0.002496936],"domain_scores_gemma":[0.9918498,0.002345467,0.002242167,0.0014616,0.0006740888,0.001426817],"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":[0.001674042,0.004650892,0.09388964,0.002639522,0.002857974,0.0005984678,0.1295628,0.00001871065,0.008893507,0.02056251,0.6725569,0.06209498],"study_design_scores_gemma":[0.001708776,0.001636966,0.007822578,0.000433089,0.001010885,0.00006139218,0.03032751,0.0001481547,0.0005985199,0.0002193191,0.9539807,0.002052111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.702827,0.02564363,0.0005296391,0.1958497,0.004715179,0.00733826,0.0008860331,0.001894496,0.06031609],"genre_scores_gemma":[0.9581239,0.005362019,0.002335145,0.007741059,0.002468412,0.0001793763,0.0002785051,0.0001868456,0.02332479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2814237,"threshold_uncertainty_score":0.9999341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099660518876739,"score_gpt":0.3879390463579651,"score_spread":0.2779729944702912,"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."}}