{"id":"W7065844070","doi":"","title":"Farmácia Liga das Associações de Socorro Mútuo, Vila Nova de Gaia e Serviços Farmacêuticos do Centro Hospitalar Vila Nova de Gaia/Espinho, Vila Nova de Gaia","year":2022,"lang":"pt","type":"dissertation","venue":"Open Repository of the University of Porto (University of Porto)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Context (archaeology); Nova scotia; White (mutation)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001462477,0.0009780186,0.001651723,0.0006736184,0.001537204,0.0001274935,0.004174274,0.001086958,0.002385677],"category_scores_gemma":[0.0000908005,0.001388053,0.001314971,0.0009752307,0.0004864389,0.001026846,0.001027517,0.001512749,0.00002263094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025629,"about_ca_system_score_gemma":0.002237285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0313943,"about_ca_topic_score_gemma":0.003018607,"domain_scores_codex":[0.9947783,0.0004599586,0.0009995697,0.001076172,0.001337963,0.001348012],"domain_scores_gemma":[0.9946864,0.00025298,0.002356947,0.001316527,0.0007901732,0.0005969667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004463117,0.00545594,0.4222733,0.007525793,0.01149938,0.004971799,0.1513834,0.04615871,0.3070703,0.003489453,0.03079153,0.004917264],"study_design_scores_gemma":[0.006663801,0.0008235346,0.8288149,0.002459382,0.007731968,0.0002242619,0.09093251,0.01505251,0.02961951,0.0002784921,0.01442088,0.00297829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644196,0.0005709582,0.005136684,0.0005148972,0.001900716,0.002022736,0.001030184,0.0001261928,0.024278],"genre_scores_gemma":[0.9886902,0.0008443595,0.002816514,0.00009183174,0.00008375465,9.651212e-7,0.00090633,0.0001427519,0.0064233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4065416,"threshold_uncertainty_score":0.9997627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057477205319035,"score_gpt":0.2325964659085696,"score_spread":0.2220216938553792,"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."}}