{"id":"W2101702269","doi":"10.15366/riee2012.5.3.008","title":"Relações entre Práticas Docentes de Futuros Professores do Ensino Primário e Material Escolar: Análise de uma Experiência de Utilização de Recursos de Tecnologias da Informação e da Comunicação (TIC)","year":2016,"lang":"pt","type":"article","venue":"Revista Iberoamericana de Evaluación Educativa","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Pedagogy; Humanities; Sociology; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003188191,0.001146376,0.001351326,0.0005246288,0.001256824,0.001708739,0.002775093,0.001022879,0.002297003],"category_scores_gemma":[0.01397949,0.0009764042,0.0004962118,0.001715216,0.003265759,0.001117502,0.0007511264,0.001086883,0.0001979394],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007740717,"about_ca_system_score_gemma":0.01692397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002597061,"about_ca_topic_score_gemma":0.0002214421,"domain_scores_codex":[0.9897099,0.002655989,0.001535818,0.001289051,0.001054719,0.003754583],"domain_scores_gemma":[0.9927706,0.001673681,0.00142928,0.001969557,0.0006197423,0.001537201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000990942,0.003440395,0.257841,0.0009460447,0.0006974227,0.0001262135,0.3334064,0.00001042734,0.01493727,0.03178006,0.09281958,0.2630043],"study_design_scores_gemma":[0.002591981,0.00137093,0.0365477,0.00452768,0.0009640199,0.000610241,0.7310486,0.0003078244,0.02394362,0.009716281,0.1844887,0.003882364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668097,0.004232808,0.0009080955,0.01860719,0.00102159,0.002182424,0.000230384,0.0007893283,0.005218448],"genre_scores_gemma":[0.9764854,0.00553319,0.008585018,0.001781233,0.0006179028,0.0006139898,0.00004929925,0.000155602,0.006178354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3976423,"threshold_uncertainty_score":0.9994468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05749136384815374,"score_gpt":0.3857221755894382,"score_spread":0.3282308117412844,"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."}}