{"id":"W4313522441","doi":"10.18310/2446-4813.2022v8n3p01-06","title":"Esperançamento para a superação da crise civilizatória: gerando inovações à Educação e à Saúde na produção e divulgação científica a partir do cotidiano do trabalho","year":2022,"lang":"pt","type":"article","venue":"Saúde em Redes","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; 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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004926031,0.001862544,0.002223007,0.001399734,0.003802963,0.002659525,0.005342355,0.0005554547,0.002528121],"category_scores_gemma":[0.001113248,0.002009037,0.0009754645,0.004863847,0.0005305083,0.001426644,0.003437747,0.002916444,0.0005859259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001957854,"about_ca_system_score_gemma":0.004782693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005889185,"about_ca_topic_score_gemma":0.0003097733,"domain_scores_codex":[0.9813374,0.003400635,0.002833227,0.004717182,0.003651471,0.004060076],"domain_scores_gemma":[0.9910249,0.001064726,0.0008689968,0.004546963,0.0005952817,0.001899161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004126838,0.01156204,0.1035537,0.006407375,0.002260077,0.004249932,0.5122142,0.00570977,0.02233935,0.01883287,0.08958326,0.2191606],"study_design_scores_gemma":[0.04152238,0.01201728,0.0539741,0.006164236,0.002005473,0.004706382,0.06244481,0.06189396,0.01610835,0.009554926,0.7086633,0.02094482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462764,0.0179609,0.004403611,0.01490534,0.008500962,0.004817509,0.0006616198,0.001342054,0.001131598],"genre_scores_gemma":[0.9884022,0.0008315784,0.001281201,0.003722479,0.0008858662,0.001511774,0.0001066056,0.0002758907,0.002982332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.61908,"threshold_uncertainty_score":0.9994119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05486662612688774,"score_gpt":0.3204823626457547,"score_spread":0.2656157365188669,"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."}}