{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00218876,0.0002035168,0.0002822482,0.0009938314,0.001134528,0.001662681,0.000681564,0.0005662121,0.002814082],"category_scores_gemma":[0.009431018,0.0002895206,0.0002646698,0.0009913155,0.001207207,0.001165393,0.001777412,0.0006833148,0.0003454305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176771,"about_ca_system_score_gemma":0.001709423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03144389,"about_ca_topic_score_gemma":0.04636362,"domain_scores_codex":[0.9987237,0.0004910805,0.00009663044,0.000221091,0.0002018333,0.0002656933],"domain_scores_gemma":[0.9938116,0.0009808183,0.002661426,0.0002580646,0.001301125,0.0009868502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001360436,0.00008036171,0.9647077,0.00008491198,0.00003420072,0.000185602,0.01943797,0.00002731305,0.0003010337,0.0003358956,0.000473692,0.01419525],"study_design_scores_gemma":[0.000003716559,0.0002088016,0.968763,0.0001065336,0.00002295415,0.0001957236,0.0282526,0.00007666029,0.0001012667,0.0001742122,0.002084315,0.00001025634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963723,0.0005824397,0.0001340187,0.000408274,0.00002331092,0.00002480178,0.0001833303,0.000004888005,0.002266579],"genre_scores_gemma":[0.9980531,0.0004642021,0.0002581359,0.00009828475,0.00001396962,0.00002918371,0.0001165839,0.000002865588,0.0009636896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03144389,"threshold_uncertainty_score":0.06252176,"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."}}