{"id":"W4407830747","doi":"10.52684/2312-3702-2024-50-4-28-33","title":"ИССЛЕДОВАНИЕ ВЛИЯНИЯ КОМПЛЕКСНОЙ НАНОДОБАВКИ НА ОСНОВЕ ФТОРИСТЫХ СОЛЕЙ НА ПРОЧНОСТНЫЕ ХАРАКТЕРИСТИКИ ЦЕМЕНТНЫХ БЕТОНОВ","year":2024,"lang":"ru","type":"article","venue":"Engineering and Construction Bulletin of the Caspian Region","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PCL Construction (Canada)","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002655472,0.0006398106,0.0006087039,0.002461777,0.003602353,0.01006413,0.00103993,0.002102977,0.05069292],"category_scores_gemma":[0.007667928,0.0007408515,0.000808602,0.0030614,0.004000236,0.004265149,0.003200231,0.002412859,0.01687776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004711392,"about_ca_system_score_gemma":0.009087089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01376031,"about_ca_topic_score_gemma":0.0137168,"domain_scores_codex":[0.9961832,0.0008842716,0.0002003792,0.000649121,0.001625764,0.0004573091],"domain_scores_gemma":[0.9964575,0.000861406,0.0003212655,0.0005407617,0.001462147,0.0003568441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002286156,0.0001225568,0.00814997,0.0007145839,0.00006638427,0.0007372862,0.008536832,0.002981429,0.006621438,0.7586784,0.03742992,0.1757326],"study_design_scores_gemma":[0.00004407478,0.00008886334,0.01338036,0.0004812734,0.00007567079,0.0007889485,0.006917013,0.002338692,0.007918064,0.187068,0.7807152,0.0001839341],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06299979,0.009882865,0.06992422,0.01081196,0.001369215,0.0002838733,0.002196633,0.0008027324,0.8417288],"genre_scores_gemma":[0.6632032,0.01253314,0.06909227,0.00128657,0.0005385382,0.0006853791,0.002195105,0.0008279464,0.2496378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05069292,"threshold_uncertainty_score":0.1695847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004667102773001115,"score_gpt":0.1644896097059417,"score_spread":0.1598225069329406,"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."}}