{"id":"W4298125655","doi":"10.55028/edutec.v2i1.14488","title":"REFLEXÕES SOBRE A FORMAÇÃO DOCENTE E AS POSSIBILIDADES DE ENSINAGEM PARA A CULTURA MAKER","year":2022,"lang":"pt","type":"article","venue":"Revista Edutec - Educação Tecnologias Digitais e Formação Docente","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Bureau for International Education","keywords":"Humanities; Philosophy; Sociology; Pedagogy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003725785,0.002014507,0.002028261,0.001274525,0.005824338,0.003378349,0.004466048,0.0009554586,0.002776422],"category_scores_gemma":[0.003318705,0.002032905,0.001562934,0.004605223,0.001382324,0.003473428,0.002641456,0.003846549,0.001453968],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00675453,"about_ca_system_score_gemma":0.006867219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007830273,"about_ca_topic_score_gemma":0.000223467,"domain_scores_codex":[0.9846854,0.001723526,0.002906369,0.002807912,0.002888001,0.004988845],"domain_scores_gemma":[0.9914652,0.0009077346,0.00234995,0.00279594,0.0008538014,0.00162736],"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":[0.002281345,0.008316099,0.04497131,0.003071181,0.002474079,0.0007245686,0.2781324,0.0002612426,0.0009664042,0.04126421,0.5481805,0.06935664],"study_design_scores_gemma":[0.001943632,0.001031353,0.003387935,0.0007108085,0.0005305504,0.0007987767,0.1967576,0.0001093566,0.0003915715,0.002004154,0.7896873,0.002646998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935021,0.01221124,0.0001944018,0.01837937,0.005539788,0.004444663,0.0007940701,0.002042518,0.02137293],"genre_scores_gemma":[0.9292879,0.004587147,0.0004275907,0.006859479,0.001143212,0.0008590824,0.0004337675,0.0002881121,0.05611375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2415068,"threshold_uncertainty_score":0.9993235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06461061679639529,"score_gpt":0.383886290238257,"score_spread":0.3192756734418618,"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."}}