{"id":"W4313137790","doi":"10.1590/s0104-12902022190903pt","title":"Participação e transdisciplinaridade em Ecosaúde: a perspectiva da análise de redes sociais","year":2022,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001647536,0.0005731924,0.0005138104,0.00008398901,0.003151646,0.0002276791,0.001012559,0.0002419957,0.06732082],"category_scores_gemma":[0.0001372614,0.0006768652,0.0006158077,0.0008194338,0.0009899206,0.0003845473,0.001044395,0.001420325,0.0004967431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008298452,"about_ca_system_score_gemma":0.0004162027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004674974,"about_ca_topic_score_gemma":0.000189469,"domain_scores_codex":[0.994174,0.0009994195,0.0006749565,0.001318983,0.001206271,0.001626356],"domain_scores_gemma":[0.9979303,0.0001805728,0.0002729576,0.0009131031,0.00001389858,0.0006892082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003982948,0.006120272,0.157782,0.0002135878,0.0002813789,0.0001226858,0.7397205,0.01079757,0.008231839,0.00138055,0.05766683,0.01728449],"study_design_scores_gemma":[0.001253921,0.0005384277,0.5688588,0.00001502661,0.0002074186,0.00004098567,0.3834799,0.002016495,0.0007224872,0.006137684,0.03564795,0.001080881],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735715,0.0008033102,0.0001348466,0.0157856,0.0006428214,0.0009891673,0.0002908797,0.0001480211,0.007633884],"genre_scores_gemma":[0.9828477,0.0001320824,0.0002397061,0.001688306,0.0001866703,0.0004413784,0.00005322377,0.00009545252,0.01431546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4110768,"threshold_uncertainty_score":0.9995683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213910401732025,"score_gpt":0.2970851702493598,"score_spread":0.2756941300761573,"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."}}