{"id":"W34600882","doi":"10.1016/j.envres.2021.112128","title":"Применение циклической вольтамперометрии при моделировании долговременной эксплуатации системы «Металл полимерное покрытие»","year":2007,"lang":"en","type":"article","venue":"Bulletin of Udmurt University Series Economics and Law","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Providence Health Care","keywords":"Coating; Materials science; Computer science; Biological system; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[],"category_scores_codex":[0.0004649758,0.0002450024,0.0003436066,0.0000728009,0.00034518,0.00005014017,0.0003219846,0.0001755747,0.002998721],"category_scores_gemma":[0.00001315271,0.0002959712,0.0001055549,0.00008860152,0.001014319,0.0002691704,0.0004619556,0.0001197016,0.0002923606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206003,"about_ca_system_score_gemma":0.00001824664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768924,"about_ca_topic_score_gemma":0.003282551,"domain_scores_codex":[0.9986455,0.00004373321,0.0003416932,0.0004659374,0.0001046056,0.0003985542],"domain_scores_gemma":[0.9991131,0.0000651338,0.0002506001,0.0003562317,0.000019655,0.0001953032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004373286,0.000611668,0.2187301,0.0002625292,0.0005122022,0.0002402602,0.002584352,0.001346451,0.01731164,0.6913614,0.04429792,0.01836818],"study_design_scores_gemma":[0.0007162428,0.0001451117,0.03742761,0.00001293823,0.00003717303,0.00007007422,0.0009457808,0.00001965476,0.004759008,0.000751366,0.9547617,0.0003533132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147077,0.00002130739,0.00007142434,0.001181328,0.0004343566,0.0001883731,0.000047824,0.0000495084,0.08329817],"genre_scores_gemma":[0.9914476,0.0004214821,0.00420418,0.0003499112,0.00009388622,5.941857e-7,0.00002024373,0.0000285049,0.003433574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9104638,"threshold_uncertainty_score":0.9999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003540003861723054,"score_gpt":0.1431457338187669,"score_spread":0.1396057299570438,"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."}}