{"id":"W3006357100","doi":"10.20873/2526-1487v4n2p357","title":"SAÚDE MENTAL NO CONTEXTO UNIVERSITÁRIO: DESAFIOS E PRÁTICAS","year":2019,"lang":"pt","type":"article","venue":"Trabalho (En)Cena","topic":"Psychology and Mental Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Humanities; Sociology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008835506,0.0007692588,0.0009438559,0.0002921154,0.0003528251,0.00003796843,0.0009113795,0.001066712,0.0338819],"category_scores_gemma":[0.0000298503,0.0008248144,0.0003909118,0.000394423,0.0003718383,0.0003317618,0.0001844724,0.001457205,0.07516798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000729777,"about_ca_system_score_gemma":0.0002536217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002968989,"about_ca_topic_score_gemma":0.0001556742,"domain_scores_codex":[0.9943514,0.001247936,0.0008105836,0.001405164,0.0004496771,0.001735193],"domain_scores_gemma":[0.9970984,0.0004961721,0.0003360056,0.001232929,0.00009055009,0.000745896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01647268,0.01326475,0.1158501,0.001487859,0.002827915,0.001808574,0.08191393,0.00000861414,0.01319674,0.04096799,0.6585711,0.05362976],"study_design_scores_gemma":[0.0222904,0.005594199,0.1731691,0.0006742753,0.0004451664,0.0009277139,0.01635581,0.0001732661,0.0005224295,0.0002495767,0.7776721,0.001926075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6801632,0.001094464,0.0000478796,0.002912427,0.01127602,0.001736955,0.000396345,0.0001808575,0.3021919],"genre_scores_gemma":[0.8420039,0.0004382535,0.0001093247,0.003877873,0.0004419012,0.00001880533,0.0001606638,0.0001019033,0.1528474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618407,"threshold_uncertainty_score":0.9994203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567514377820215,"score_gpt":0.3841777534823517,"score_spread":0.3485026097041496,"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."}}