{"id":"W6906026078","doi":"10.15826/rjcst.2024.1.005","title":"Rewue of Modern Rating Systems in «Green Construction»","year":2024,"lang":"ru","type":"article","venue":"Russian Journal of Construction Science and Technology","topic":"Structural mechanics and materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Rating system; Identification (biology); Reliability (semiconductor); Term (time)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002621887,0.0002240813,0.000698635,0.002442047,0.0002048923,0.0004044845,0.0005478667,0.0002877962,0.00008675688],"category_scores_gemma":[0.0003860688,0.0001814133,0.00005822234,0.002461013,0.003104608,0.001013733,0.0001729984,0.0003816707,0.000005274246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001586242,"about_ca_system_score_gemma":0.001277481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005763359,"about_ca_topic_score_gemma":0.000005128505,"domain_scores_codex":[0.9968879,0.00009646384,0.001458777,0.0004456893,0.0006826755,0.0004284638],"domain_scores_gemma":[0.9980175,0.00007984335,0.0009494898,0.0002634733,0.0005558337,0.000133827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002219521,0.000006096738,0.0003244605,0.0001928383,0.00001435104,0.00005075725,0.0002121334,0.0000131819,0.6023761,0.3275858,0.000005180335,0.06919686],"study_design_scores_gemma":[0.001164922,0.0008309935,0.0004574155,0.003902164,0.0001387119,0.02998898,0.007385747,0.007747751,0.6295005,0.3174084,0.0009341957,0.0005402088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805051,0.006335284,0.001481404,0.002093632,0.008999567,0.0002139702,0.00003060096,0.00003979263,0.0003006653],"genre_scores_gemma":[0.99255,0.0005298241,0.006681679,0.000009103725,0.000197462,0.000002904207,1.875801e-7,0.00001235531,0.00001651791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06865665,"threshold_uncertainty_score":0.9996084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283625685274326,"score_gpt":0.2641510625218846,"score_spread":0.2513148056691414,"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."}}