{"id":"W4406031492","doi":"10.36692/templatecpaqv","title":"TEMPLATE REVISTA CPAQV","year":2024,"lang":"pt","type":"article","venue":"Revista CPAQV - Centro de Pesquisas Avançadas em Qualidade de Vida","topic":"Health and Medical Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003511647,0.001062996,0.001070496,0.007135543,0.003139869,0.0119472,0.003245229,0.002787223,0.5408246],"category_scores_gemma":[0.02548692,0.0007762216,0.001291466,0.009466378,0.00119101,0.005775417,0.004917247,0.00289696,0.3491827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006637323,"about_ca_system_score_gemma":0.01372395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04345697,"about_ca_topic_score_gemma":0.03335744,"domain_scores_codex":[0.9950172,0.0008731197,0.0005448623,0.0006071044,0.002582493,0.00037511],"domain_scores_gemma":[0.9839185,0.001823652,0.0005083861,0.001924159,0.01078109,0.001044144],"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":[0.0000345314,0.00002671744,0.0003370408,0.0009458258,0.00001301643,0.0001184888,0.0003721962,0.0001505704,0.0001987494,0.009432959,0.8363463,0.1520236],"study_design_scores_gemma":[0.000003288517,0.000005143985,0.0002793053,0.0003835909,0.000003522993,0.00006252473,0.0001153149,0.00002883153,0.00006010095,0.0007375734,0.9983149,0.000006029542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001840895,0.01545153,0.01024566,0.02229252,0.04076456,0.001439603,0.03511775,0.003498739,0.8693489],"genre_scores_gemma":[0.01300726,0.01723127,0.008700594,0.005788899,0.006275903,0.001213807,0.03348717,0.002895284,0.9113998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4591754,"threshold_uncertainty_score":0.654958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06052507627970186,"score_gpt":0.4404802786524471,"score_spread":0.3799552023727452,"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."}}