{"id":"W4205187066","doi":"10.17762/de.vol2022iss1.8776","title":"Aluminum Cement Based on Gas-Chemical Complex Waste Using other Local Mineral Resources of Uzbekistan","year":2022,"lang":"en","type":"article","venue":"Design Engineering","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cement; Chemical composition; Aluminium; Raw material; Mineral; Mineralogy; Materials science; Metallurgy; Waste management; Environmental science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001595721,0.000165514,0.0001848864,0.0002103714,0.0000461493,0.0000113206,0.0002156268,0.00004830743,0.00009807617],"category_scores_gemma":[0.00002207939,0.0001875207,0.00005236085,0.0002473817,0.00003347101,0.00002239766,0.00003923963,0.0001957962,0.000001953078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568726,"about_ca_system_score_gemma":0.000008640008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008621577,"about_ca_topic_score_gemma":1.690028e-7,"domain_scores_codex":[0.9990804,0.00002153794,0.0002483027,0.0001649851,0.0002441427,0.0002406952],"domain_scores_gemma":[0.9995558,0.00008186687,0.00003658917,0.0002711547,0.00001495952,0.00003959124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000127748,0.0000183307,0.0000321969,0.00003803688,0.00001484716,0.00000305213,0.0001238357,0.7849835,0.2135888,0.00009883083,0.0004800987,0.0006056433],"study_design_scores_gemma":[0.0002189016,0.00005946176,0.00003277788,0.00002709754,0.000008836933,0.000003481673,0.0002767002,0.8913376,0.1054728,0.000006837618,0.002387321,0.0001681925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3515086,0.00006421966,0.6474543,0.00003255822,0.0001035765,0.0001243367,0.00002053096,0.0005023775,0.0001894931],"genre_scores_gemma":[0.9755307,8.391637e-7,0.02430104,0.00002348751,0.00003119551,0.00004019513,0.00000723024,0.00005114804,0.00001416276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6240221,"threshold_uncertainty_score":0.7646871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892573278886156,"score_gpt":0.2161962757393101,"score_spread":0.1772705429504486,"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."}}