{"id":"W2513948346","doi":"","title":"A sociedade actual, a formação em serviço social e a inserção dos assistentes sociais no mercado de trabalho.","year":2014,"lang":"pt","type":"article","venue":"Service social","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004000219,0.001090429,0.001505124,0.0002154777,0.01113739,0.001501126,0.002720736,0.002064004,0.001790287],"category_scores_gemma":[0.0004532362,0.001171836,0.001518417,0.003467812,0.001179692,0.001332964,0.0006239752,0.001435485,0.001687896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136039,"about_ca_system_score_gemma":0.002088535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02699841,"about_ca_topic_score_gemma":0.07490973,"domain_scores_codex":[0.9890789,0.002152527,0.001228205,0.001219074,0.00264169,0.003679599],"domain_scores_gemma":[0.9958846,0.0006738989,0.001126013,0.000390463,0.001073474,0.0008515776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001334115,0.0004796232,0.001932046,0.0003445016,0.0003816228,0.000005048641,0.8939531,0.000003041167,0.0004345371,0.01260082,0.07368545,0.01604673],"study_design_scores_gemma":[0.002781427,0.0003898705,0.04078697,0.0001498798,0.0007784428,0.000005357505,0.6334183,0.001730126,0.00007128045,0.008643238,0.3087054,0.002539748],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.816659,0.0003329666,0.0001289028,0.1034756,0.003914241,0.001361471,0.0004367304,0.0007553576,0.07293568],"genre_scores_gemma":[0.9496273,0.0002324101,0.0001240855,0.0267341,0.01507243,0.000154257,0.00007340459,0.0001540865,0.00782787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2605349,"threshold_uncertainty_score":0.9995354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05125918043961911,"score_gpt":0.3385615983535769,"score_spread":0.2873024179139578,"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."}}