{"id":"W2511367059","doi":"","title":"Организационно-методические возможности для занятий научными исследованиями в медицинских организациях железнодорожного транспорта Российской Федерации","year":2013,"lang":"ru","type":"article","venue":"Современные проблемы науки и образования","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Face (sociological concept); Health care; Psychology; Public relations; Medical education; Medicine; Sociology; Political science; Social science; Law; History","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004374218,0.003839797,0.004984306,0.001151156,0.002059778,0.001363182,0.004893594,0.003604362,0.1803324],"category_scores_gemma":[0.0045139,0.002788545,0.002142619,0.004570523,0.004886628,0.001972348,0.002377725,0.005296476,0.05851823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039249,"about_ca_system_score_gemma":0.002299234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004851227,"about_ca_topic_score_gemma":0.0006095594,"domain_scores_codex":[0.9739858,0.00176214,0.00501802,0.005629457,0.005948742,0.007655842],"domain_scores_gemma":[0.9826477,0.00239452,0.001928634,0.004225988,0.00147676,0.00732643],"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":[0.001078012,0.006320752,0.04475303,0.001796668,0.001521703,0.001320547,0.001710574,0.00003256699,0.05899439,0.00830814,0.5433218,0.3308418],"study_design_scores_gemma":[0.01685898,0.007938199,0.4022934,0.003694117,0.002570851,0.0009331218,0.00472843,0.003895892,0.009219036,0.02619893,0.5128615,0.008807513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6095572,0.02283536,0.0007990861,0.09306289,0.02047912,0.01187777,0.001157651,0.002961431,0.2372696],"genre_scores_gemma":[0.9120002,0.004469027,0.002258995,0.0171803,0.01048042,0.0008748103,0.0009039139,0.000389157,0.05144316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575404,"threshold_uncertainty_score":0.9996735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395148532734718,"score_gpt":0.2846786110607686,"score_spread":0.2407271257334214,"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."}}