{"id":"W2214987860","doi":"","title":"Publicação do ISSS: Departamento Editorial","year":2014,"lang":"pt","type":"article","venue":"Service social","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.004306861,0.0002847326,0.0003367379,0.0001526109,0.003255732,0.001400959,0.001628255,0.0005410953,0.001454507],"category_scores_gemma":[0.0006876194,0.0002941224,0.0001872274,0.003057765,0.000447465,0.001591786,0.0001797343,0.0004011694,0.002362191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379511,"about_ca_system_score_gemma":0.001297142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0036997,"about_ca_topic_score_gemma":0.008948017,"domain_scores_codex":[0.9945582,0.0006438259,0.0004513684,0.0008019514,0.002353138,0.001191583],"domain_scores_gemma":[0.9978467,0.0002255377,0.0003285856,0.0003529617,0.000771617,0.0004745517],"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":[0.00002142601,0.0002361694,0.00248875,0.00002812651,0.00001930418,3.727858e-7,0.2689667,0.000003278286,0.0002388822,0.02261936,0.6951185,0.01025912],"study_design_scores_gemma":[0.0004465419,0.0000855816,0.004576575,0.00002248097,0.00004745699,3.630956e-7,0.1283759,0.0002669552,0.00003195843,0.006303022,0.8593514,0.0004917686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4204866,0.00008784307,0.0001263428,0.1630751,0.3392881,0.0007275117,0.00002531905,0.0002714263,0.07591178],"genre_scores_gemma":[0.7492729,0.00001940785,0.000040412,0.004321153,0.2409215,0.00003795793,0.00001666323,0.00002229346,0.005347658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287863,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675485428991824,"score_gpt":0.3611386653790575,"score_spread":0.3143838110891393,"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."}}