{"id":"W2964693265","doi":"10.22409/tn.17i33.p29373","title":"JOVENS ATIVISTAS DAS PERIFERIAS: EXPERIÊNCIAS E ASPIRAÇÕES SOBRE O MUNDO DO TRABALHO","year":2019,"lang":"pt","type":"article","venue":"Revista Trabalho Necessário","topic":"Youth, Politics, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Humanities; Sociology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002036259,0.001476331,0.002352354,0.0002217694,0.001841719,0.002504629,0.002173347,0.001198855,0.006321453],"category_scores_gemma":[0.0007019382,0.001517092,0.001811528,0.001020729,0.001535499,0.001343786,0.0003335681,0.001481947,0.002868956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415249,"about_ca_system_score_gemma":0.002182952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428033,"about_ca_topic_score_gemma":0.001293768,"domain_scores_codex":[0.9887466,0.001477321,0.00194584,0.002166624,0.002277771,0.003385808],"domain_scores_gemma":[0.994126,0.0007649158,0.001085902,0.001943752,0.0005805368,0.0014989],"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":[0.0001960996,0.001638799,0.0315712,0.002496721,0.001163485,0.0001310137,0.7313006,0.00003805968,0.001014694,0.1785155,0.0430021,0.008931791],"study_design_scores_gemma":[0.002409021,0.0005531878,0.009901296,0.001165288,0.0005125015,0.00002280427,0.2418366,0.0001605897,0.0002069194,0.0005195147,0.7400618,0.002650553],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7824587,0.01482907,0.0001415682,0.002156083,0.004618036,0.002726969,0.0007992425,0.0005393007,0.1917311],"genre_scores_gemma":[0.9101859,0.006581298,0.00009181038,0.001592718,0.002360941,0.0000774595,0.0001249193,0.0002381602,0.07874679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6970596,"threshold_uncertainty_score":0.9997986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04114427165550159,"score_gpt":0.3336578304270881,"score_spread":0.2925135587715865,"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."}}