{"id":"W3209745472","doi":"10.22481/aprender.i25.8370","title":"CARTOGRAFIA COMO REFERENCIAL TEÓRICO-METODOLÓGICO PARA INVESTIGAÇÃO DE DOCUMENTOS EDUCACIONAIS","year":2021,"lang":"pt","type":"article","venue":"Aprender - Caderno de Filosofia e Psicologia da Educação","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001437351,0.001193365,0.001260934,0.0005784211,0.001908253,0.002021406,0.002149263,0.002098141,0.00679749],"category_scores_gemma":[0.004591824,0.001305148,0.0006775383,0.002893927,0.002254823,0.0009082094,0.0009174203,0.002193578,0.001121355],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076014,"about_ca_system_score_gemma":0.01312089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002071284,"about_ca_topic_score_gemma":0.001786376,"domain_scores_codex":[0.9905833,0.001612575,0.001364502,0.00202146,0.001379544,0.003038622],"domain_scores_gemma":[0.9941378,0.00136787,0.0007500436,0.00158944,0.0006155396,0.001539359],"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":[0.00009517668,0.003711888,0.08867827,0.0003493812,0.000699584,0.0002489649,0.08103538,0.00003227111,0.004361678,0.08613386,0.7189955,0.0156581],"study_design_scores_gemma":[0.002296803,0.0007523699,0.05153343,0.0005371071,0.0009388341,0.0003770615,0.3157298,0.00008594929,0.01793727,0.08651905,0.5194703,0.003822033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.812916,0.009643921,0.0003870546,0.08991854,0.00760831,0.001528557,0.0005263367,0.0018097,0.07566152],"genre_scores_gemma":[0.9431631,0.001556305,0.003321564,0.008569907,0.001560997,0.0004842,0.000356724,0.0001344952,0.04085272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2346944,"threshold_uncertainty_score":0.9996564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685541641578159,"score_gpt":0.3928567090283414,"score_spread":0.2243025448705254,"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."}}