{"id":"W2408364218","doi":"","title":"Техническое состояние железобетонных конструкций балконов в жилых домах после длительного срока эксплуатации в атмосферной среде","year":2010,"lang":"uk","type":"article","venue":"Вісник Придніпровської державної академії будівництва та архітектури","topic":"Environmental and Industrial Safety","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apartment; Quarter (Canadian coin); Reinforced concrete; Engineering; Forensic engineering; Civil engineering; Geography; Structural engineering; Archaeology","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004372962,0.005175608,0.004144201,0.0009917825,0.003765241,0.00148545,0.007311745,0.00500287,0.1244152],"category_scores_gemma":[0.001202398,0.005267477,0.002809553,0.00365771,0.006714615,0.004036874,0.005505605,0.01018929,0.07665607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002528598,"about_ca_system_score_gemma":0.0009012709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094102,"about_ca_topic_score_gemma":0.005986135,"domain_scores_codex":[0.972206,0.001434766,0.005504626,0.007113436,0.005996277,0.007744878],"domain_scores_gemma":[0.9835826,0.001155939,0.002611381,0.007264206,0.0002045743,0.005181326],"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":[0.002254353,0.009031855,0.1488495,0.0006081774,0.001670433,0.001686651,0.005109002,0.002895578,0.3266524,0.006079352,0.261062,0.2341007],"study_design_scores_gemma":[0.008458784,0.002040316,0.1255833,0.0005331589,0.001145921,0.0005530979,0.002079545,0.002108302,0.02735097,0.002627526,0.8200805,0.007438587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.79646,0.002224205,0.0006826242,0.01230279,0.01910415,0.005982802,0.002265349,0.001639167,0.1593389],"genre_scores_gemma":[0.9240994,0.002512934,0.004887305,0.006117419,0.006917836,0.0005162496,0.0008386112,0.001140334,0.05296994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590184,"threshold_uncertainty_score":0.9995511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005350688109730909,"score_gpt":0.1916871379442142,"score_spread":0.1863364498344833,"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."}}