{"id":"W210406423","doi":"","title":"Exclusao social juvenil em Portugal: pistas para reflexao","year":2004,"lang":"pt","type":"article","venue":"Service social","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001194881,0.0004495029,0.0005450403,0.000107146,0.004583456,0.0005283454,0.0008669194,0.0006993425,0.001971242],"category_scores_gemma":[0.0001279453,0.0005217051,0.0003815017,0.001404899,0.0003624294,0.0009302627,0.0001993477,0.000872437,0.002030673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007751555,"about_ca_system_score_gemma":0.002988088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02781678,"about_ca_topic_score_gemma":0.05910631,"domain_scores_codex":[0.9957098,0.0005240559,0.0006781315,0.0005972025,0.001323262,0.001167522],"domain_scores_gemma":[0.9979208,0.0002213129,0.000744284,0.0002349364,0.0005668449,0.0003117968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001307086,0.0007213501,0.0002288945,0.0002216225,0.0002346414,0.00001807061,0.7409438,0.00001884675,0.0001178897,0.1970381,0.05803292,0.002293197],"study_design_scores_gemma":[0.001083265,0.00008278329,0.01976969,0.00005248476,0.0002746481,0.000004340955,0.3188513,0.000003941341,0.00002531017,0.02637548,0.6326543,0.0008224062],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4028954,0.0007250924,0.00001612492,0.4915543,0.003951772,0.0005894084,0.0002522834,0.0002557649,0.09975987],"genre_scores_gemma":[0.9428832,0.0002592693,0.00009260648,0.02046008,0.01640306,0.00004179218,0.0001267625,0.00008929591,0.01964393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5746214,"threshold_uncertainty_score":0.9997234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217369173882359,"score_gpt":0.4263956664049778,"score_spread":0.3046587490167418,"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."}}