{"id":"W3136485385","doi":"10.1590/s1413-24782021260012","title":"Situation of study (SoS) on health education implemented in a co-creation (CoC) process","year":2021,"lang":"en","type":"article","venue":"Revista Brasileira de Educação","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Reflexivity; Process (computing); Subject (documents); Health education; Mathematics education; Medical education; Psychology; Pedagogy; Medicine; Sociology; Computer science; Public health; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018124,0.0001416591,0.0002571245,0.0002711927,0.00009764155,0.0001477685,0.0003400259,0.00003047568,0.00003638965],"category_scores_gemma":[0.0002559788,0.0001508325,0.00004572405,0.0009769744,0.00001730184,0.0001918154,0.0000697222,0.0001497963,0.0000292333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194218,"about_ca_system_score_gemma":0.001323626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705186,"about_ca_topic_score_gemma":0.0001865057,"domain_scores_codex":[0.9980338,0.0004785668,0.0004723706,0.0004478001,0.0003132661,0.0002542636],"domain_scores_gemma":[0.9987952,0.00009102586,0.0002781593,0.0005319922,0.000216043,0.0000876076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003192215,0.00705505,0.6299589,0.0009785064,0.00005728173,0.000009644187,0.03092005,0.000281593,0.0002991234,0.04038059,0.004728404,0.2852989],"study_design_scores_gemma":[0.001577936,0.001222082,0.9556759,0.00122419,0.0000323211,0.00001261657,0.02778801,0.006282145,0.001551657,0.0004076719,0.003728046,0.0004974231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799255,0.0003619661,0.01468011,0.0009719038,0.0002360227,0.0008119671,0.00000209609,0.00007083119,0.002939668],"genre_scores_gemma":[0.9977576,0.00001937289,0.001248995,0.0002830871,0.00007244915,0.00009028661,0.00004252416,0.00001179962,0.0004739497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257169,"threshold_uncertainty_score":0.6150773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044479894922412,"score_gpt":0.3933472311691498,"score_spread":0.3629024322199257,"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."}}