{"id":"W2368347404","doi":"10.1590/s0102-8529.2016380100006","title":"The Mexican Experience of the NAPAPI Revision Process","year":2016,"lang":"en","type":"article","venue":"Contexto Internacional","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Negotiation; Pandemic; Plan (archaeology); Political science; Public administration; Economic growth; Process (computing); Coronavirus disease 2019 (COVID-19); Geography; Economics; Infectious disease (medical specialty); Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006457947,0.00008228113,0.0001172947,0.00002181033,0.0007490884,0.000006378782,0.0005755048,0.00006952914,0.0006012206],"category_scores_gemma":[0.001157318,0.00003117353,0.00006288022,0.0001093171,0.0002330286,0.0001080808,0.0001393999,0.0001986908,0.0001175477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290303,"about_ca_system_score_gemma":0.0004986507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003294894,"about_ca_topic_score_gemma":0.0001787982,"domain_scores_codex":[0.9984896,0.0002658176,0.0004761315,0.000142674,0.0002801134,0.000345695],"domain_scores_gemma":[0.9980773,0.0008177899,0.000308162,0.0003728507,0.0003260172,0.00009786997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003080945,0.0001408437,0.1635264,0.0003018136,0.00005185731,4.958009e-7,0.07750735,5.156442e-7,0.004295388,0.3025425,0.252576,0.1987487],"study_design_scores_gemma":[0.0003757706,0.00003615574,0.05243583,0.0009010527,0.000003029411,0.000001889396,0.009000245,0.00001894389,0.0004712982,0.001891625,0.93479,0.00007413649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224271,0.0002116887,0.0002448086,0.06640862,0.002990561,0.0004386626,0.00001749275,0.00002199487,0.00723913],"genre_scores_gemma":[0.9835947,0.00009147319,0.000006258234,0.002812322,0.0004624368,0.0001213778,7.018746e-7,0.000008624426,0.01290207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.682214,"threshold_uncertainty_score":0.6582944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147451992250072,"score_gpt":0.5259635733163489,"score_spread":0.4112183740913417,"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."}}