{"id":"W2965708391","doi":"10.26707/1984-7270/2019v19n2p177","title":"Avaliação da adaptabilidade de carreira em estudantes de pós-graduação Stricto Sensu","year":2018,"lang":"pt","type":"article","venue":"Revista Brasileira de Orientação Profissional","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Rehabilitation Research Network","funders":"","keywords":"Adaptability; Psychology; Graduate students; Sensu stricto; Medical education; Academic year; Mathematics education; Management; Pedagogy; Medicine; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002995289,0.0008357744,0.0009046756,0.0003485217,0.002604618,0.0009984268,0.00139042,0.0006765869,0.003133847],"category_scores_gemma":[0.00129667,0.0008533626,0.000566692,0.001773749,0.0009237563,0.0006062429,0.0008760929,0.0008800382,0.0005598366],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002575307,"about_ca_system_score_gemma":0.005925081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161932,"about_ca_topic_score_gemma":0.0005932166,"domain_scores_codex":[0.9921451,0.001182336,0.0009477795,0.001380935,0.002058222,0.002285678],"domain_scores_gemma":[0.9958208,0.0005368888,0.0005539205,0.0007328431,0.0007167811,0.001638762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003006585,0.0004147938,0.8861945,0.0002143293,0.0001985147,0.000192837,0.05923182,0.000002686868,0.001163433,0.01179985,0.03722852,0.003058115],"study_design_scores_gemma":[0.002795928,0.0007120909,0.7850888,0.001368334,0.0007001194,0.0001743255,0.1112562,0.001583701,0.002292766,0.0007124032,0.09051073,0.002804598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892136,0.0008783877,0.001534053,0.0009252555,0.001686724,0.001166298,0.0003548636,0.000299497,0.003941298],"genre_scores_gemma":[0.9770684,0.0001203204,0.002708297,0.0008173559,0.001862471,0.00004072315,0.0001211483,0.00008676948,0.01717457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011057,"threshold_uncertainty_score":0.9997104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06244997033374455,"score_gpt":0.3303336334618661,"score_spread":0.2678836631281215,"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."}}