{"id":"W4390224091","doi":"10.29327/269776.2.3-2","title":"Inovação Responsável em Saúde","year":2023,"lang":"pt","type":"article","venue":"Cadernos de Ensino e Pesquisa em Saúde","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec","funders":"","keywords":"Computer science","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":[0.001796892,0.0007757982,0.0006065144,0.0003183803,0.000895798,0.0002720257,0.0009284751,0.000765299,0.007111527],"category_scores_gemma":[0.0008062813,0.0008893092,0.0003686298,0.001620158,0.0007845572,0.0006100773,0.0009867427,0.001112137,0.02178405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00357702,"about_ca_system_score_gemma":0.0002447084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005486696,"about_ca_topic_score_gemma":0.0002547909,"domain_scores_codex":[0.993534,0.0006650625,0.0009203782,0.001566999,0.001144525,0.002169065],"domain_scores_gemma":[0.9968489,0.0005347218,0.0003114563,0.001413455,0.00003228597,0.0008591721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001065313,0.002262185,0.3693997,0.0009007507,0.00031657,0.001016879,0.1384312,0.01006118,0.05474523,0.0009549035,0.271612,0.149234],"study_design_scores_gemma":[0.0007997326,0.0002629725,0.870706,0.0001148506,0.0001402617,0.00011426,0.0224687,0.0022522,0.005212241,0.001362363,0.09545075,0.001115679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864349,0.0003546034,0.0001963908,0.004961842,0.001471203,0.0009803629,0.0001030638,0.0003896016,0.005108071],"genre_scores_gemma":[0.9550037,0.0003376003,0.0003340158,0.002080669,0.0005620614,0.00007518804,0.0001419298,0.0001402489,0.04132461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5013062,"threshold_uncertainty_score":0.9993557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343218444699171,"score_gpt":0.2748754165286815,"score_spread":0.2514432320816898,"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."}}