{"id":"W7072157224","doi":"","title":"Контент-аналіз науково-практичних напрямів дослідження у сфері соціальної фармації","year":2019,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Medical and Pharmaceutic Studies","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Context (archaeology); Population; Scientific literature; Sociology of scientific knowledge; Public health; Social research; Pharmacy practice","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003869286,0.000471228,0.0009335216,0.0002970635,0.0007775666,0.00009522503,0.001008507,0.000468637,0.02139182],"category_scores_gemma":[0.00102349,0.0003937333,0.0004337752,0.0007716946,0.002387516,0.0001606137,0.0003773248,0.0008725235,0.001435609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006393643,"about_ca_system_score_gemma":0.0003746126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002093243,"about_ca_topic_score_gemma":0.00001181546,"domain_scores_codex":[0.9955037,0.0003895839,0.001053389,0.001046312,0.0008381727,0.00116886],"domain_scores_gemma":[0.9964727,0.001222187,0.0003641673,0.0007149513,0.0004562304,0.0007697909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001865771,0.002491899,0.02723236,0.001757584,0.001250688,0.00005192358,0.009405422,0.0001817653,0.4460553,0.01133898,0.4260117,0.07235669],"study_design_scores_gemma":[0.003691115,0.0003120944,0.0015362,0.00007349253,0.0002031694,0.00001718423,0.0003547532,0.002336365,0.0328567,0.001365782,0.956759,0.0004941412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577087,0.005482195,0.0001838372,0.005962806,0.01089906,0.001654916,0.0006847807,0.000190367,0.01723338],"genre_scores_gemma":[0.9675643,0.0003304676,0.0006251036,0.002916365,0.0005854069,0.0001546401,0.0001563467,0.00004590807,0.0276214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5307474,"threshold_uncertainty_score":0.9998515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613825413322291,"score_gpt":0.4721244136802676,"score_spread":0.3107418723480385,"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."}}