{"id":"W4386988143","doi":"10.51161/conais2023/20807","title":"A INSÔNIA DO CONHECIMENTO: REVELANDO A QUALIDADE DO SONO DE GRADUANDOS EM TEMPOS DE PANDEMIA","year":2023,"lang":"pt","type":"article","venue":"Revista Multidisciplinar em Saúde","topic":"Occupational Health and Burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Humanities; Psychology; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007444496,0.001092255,0.001748158,0.0006592696,0.003342347,0.0004064211,0.001004769,0.001382168,0.0007932665],"category_scores_gemma":[0.001498931,0.001004675,0.0006415729,0.001886539,0.0002008304,0.0003531169,0.001007087,0.002727018,0.006362167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376936,"about_ca_system_score_gemma":0.004542082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004381289,"about_ca_topic_score_gemma":0.0004204282,"domain_scores_codex":[0.9870218,0.003606283,0.002990116,0.001577232,0.001217664,0.003586899],"domain_scores_gemma":[0.9917799,0.002792185,0.001440363,0.001576355,0.0003451571,0.002065994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002621768,0.0008483031,0.7630003,0.01210987,0.0003255277,0.0004661218,0.129639,0.0001041703,0.001179495,0.004582805,0.07381884,0.01130374],"study_design_scores_gemma":[0.01622445,0.0009933902,0.776614,0.0169904,0.0006686155,0.0001171531,0.06435582,0.009832235,0.0001236313,0.002793932,0.1085056,0.002780713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980045,0.005339913,0.0009171333,0.004530672,0.001217534,0.004975916,0.001415769,0.0006935006,0.0008645146],"genre_scores_gemma":[0.9658989,0.004200052,0.001355352,0.00100624,0.001982432,0.0009842013,0.0007481626,0.0003038349,0.02352084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06528322,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09141767808611707,"score_gpt":0.4630484243330702,"score_spread":0.3716307462469531,"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."}}