{"id":"W2299645517","doi":"10.5212/emancipacao.v.14i2.0013","title":"Educação Superior: desafios para a formação profissional do Serviço Social","year":2016,"lang":"pt","type":"article","venue":"Emancipacao","topic":"Social and Political Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Sociology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01536774,0.0003728104,0.0004233828,0.001162667,0.007874635,0.01255286,0.0009607266,0.003758023,0.01075581],"category_scores_gemma":[0.02272397,0.0001970243,0.000487135,0.001380326,0.01652366,0.006965145,0.008518714,0.00604366,0.001089285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009102964,"about_ca_system_score_gemma":0.0312995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664883,"about_ca_topic_score_gemma":0.0274673,"domain_scores_codex":[0.9900691,0.005482219,0.0003095744,0.0007049634,0.00177313,0.001660979],"domain_scores_gemma":[0.9858258,0.007180623,0.001030703,0.001284288,0.002217112,0.002461463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002931497,0.00007347627,0.005735153,0.0004497402,0.0000141725,0.0004342331,0.06674266,0.0003355615,0.0004475018,0.7984567,0.01619016,0.1110913],"study_design_scores_gemma":[0.00001504532,0.0001240286,0.009397622,0.001688109,0.00002913239,0.0003399588,0.06368994,0.0006569579,0.0004995984,0.17363,0.7498994,0.00003017381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09134084,0.01859975,0.009803244,0.5881257,0.002130266,0.0001424678,0.0001034579,0.0002124135,0.2895419],"genre_scores_gemma":[0.9606574,0.004938812,0.002734241,0.01012102,0.0008441224,0.00006725625,0.00003261204,0.0000482086,0.02055634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01664883,"threshold_uncertainty_score":0.08127338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018063924524897,"score_gpt":0.3986945132941153,"score_spread":0.2968881208416256,"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."}}