{"id":"W2206726979","doi":"10.5753/cbie.wcbie.2015.941","title":"RECOBA: Repositório para publicação e compartilhamento de Objetos de Aprendizagem no formato aberto e fragmentado","year":2015,"lang":"pt","type":"article","venue":"Anais ... Workshops do Congresso Brasileiro de Informática na Educação","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Bureau for International Education","keywords":"Humanities; Art","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.004498658,0.001412008,0.001452252,0.001191435,0.001518592,0.01017634,0.005339462,0.00104788,0.001091811],"category_scores_gemma":[0.001986745,0.001414627,0.0006449894,0.003479789,0.0009187827,0.01746291,0.001979163,0.001806599,0.003090283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809723,"about_ca_system_score_gemma":0.006128606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004517199,"about_ca_topic_score_gemma":0.0001017482,"domain_scores_codex":[0.9882442,0.0005530094,0.003096092,0.001339162,0.002365834,0.004401736],"domain_scores_gemma":[0.989114,0.0009612927,0.001731407,0.003112031,0.001373993,0.003707229],"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":[0.0005757636,0.001119333,0.1609028,0.0004529931,0.0005879165,0.000293634,0.1313383,0.001101453,0.00008477858,0.02633196,0.6308059,0.0464052],"study_design_scores_gemma":[0.009866826,0.001704067,0.05704835,0.00295474,0.0005432763,0.003188206,0.06478307,0.4138121,0.007823008,0.003984599,0.4270447,0.007247073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6660385,0.003599654,0.171873,0.01403276,0.01166513,0.003969973,0.0002423585,0.002108938,0.1264697],"genre_scores_gemma":[0.9507362,0.0003583498,0.02112457,0.01629068,0.0007779413,0.0003976646,0.0001575113,0.0001164662,0.01004056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4127107,"threshold_uncertainty_score":0.999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06419928168653276,"score_gpt":0.316899416464073,"score_spread":0.2527001347775403,"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."}}