{"id":"W4404965302","doi":"10.22480/revunifa.2013.26.600","title":"Análise das necessidades atuais de especialidades de manutenção de aeronaves para a Força Aérea Brasileira","year":2024,"lang":"en","type":"article","venue":"REVISTA DA UNIFA","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aircraft maintenance; Outsourcing; Work (physics); Aeronautics; Computer science; Business; Engineering; Mechanical engineering; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002661858,0.0002514866,0.0003190021,0.0002175579,0.0006610072,0.00196583,0.001148295,0.0004858988,0.001288103],"category_scores_gemma":[0.001635729,0.000242603,0.000210325,0.0007967807,0.0006623724,0.000684967,0.0002466626,0.0009219671,0.0002249642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008510625,"about_ca_system_score_gemma":0.00150277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156095,"about_ca_topic_score_gemma":0.0001568465,"domain_scores_codex":[0.9963902,0.0007355605,0.0003501996,0.000506906,0.0007601142,0.001256974],"domain_scores_gemma":[0.9981544,0.0006847479,0.00008675521,0.0003925436,0.00008639329,0.0005951814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008207359,0.0001093489,0.0711423,0.0008108125,0.0002107916,0.001011537,0.0329976,0.0000384884,0.002652188,0.6131161,0.2244234,0.05340533],"study_design_scores_gemma":[0.0002068963,0.00006122819,0.008066838,0.0007079845,0.00007149029,0.00002817157,0.006477867,0.0005365078,0.0004534254,0.006913108,0.9760493,0.0004271534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8215402,0.01988463,0.006576569,0.01510056,0.0004571102,0.001277653,0.0001805157,0.001082282,0.1339005],"genre_scores_gemma":[0.9794614,0.004104916,0.002235753,0.0006085526,0.001693044,0.00005873101,0.00001713345,0.00004958478,0.01177093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.751626,"threshold_uncertainty_score":0.9996248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08082419818763467,"score_gpt":0.4337093037387192,"score_spread":0.3528851055510845,"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."}}