{"id":"W7111140183","doi":"10.34626/gwg7-bh59","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":"report","venue":"Open Repository of the University of Porto (University of Porto)","topic":"","field":"","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity"],"category_scores_codex":[0.00971242,0.003164141,0.006279301,0.002398183,0.005247163,0.0003987837,0.01848768,0.003333591,0.01082664],"category_scores_gemma":[0.0005051229,0.004420223,0.005356239,0.003522105,0.004377184,0.002504624,0.01564819,0.005370783,0.0002647876],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01732435,"about_ca_system_score_gemma":0.02275663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1149853,"about_ca_topic_score_gemma":0.009031652,"domain_scores_codex":[0.9783636,0.003668864,0.003052685,0.004137788,0.006238893,0.004538137],"domain_scores_gemma":[0.9704176,0.0006801839,0.01667731,0.006039,0.003789466,0.002396472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007466753,0.009660309,0.5135968,0.005527004,0.01892061,0.03482087,0.04589473,0.004340315,0.1352863,0.0006683329,0.222287,0.001530951],"study_design_scores_gemma":[0.01658482,0.002401289,0.5695725,0.005827671,0.03233616,0.006866992,0.1603945,0.002207145,0.01790641,0.0003030455,0.1765744,0.009025075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859594,0.001784969,0.001183913,0.00162637,0.003930726,0.007283932,0.0064347,0.0005005426,0.09129542],"genre_scores_gemma":[0.9113709,0.001878145,0.00754981,0.0003314834,0.0004519947,0.000003167855,0.00136467,0.0008397884,0.07621004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173799,"threshold_uncertainty_score":0.9983323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816326263911229,"score_gpt":0.2679912259454214,"score_spread":0.2398279633063091,"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."}}