{"id":"W4225003958","doi":"10.18280/mmep.090216","title":"Modeling of Mechanical Performance from Concrete Made by Combining Iron Sand and Glass Powder Filler under Hot Water Curing Condition","year":2022,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compressive strength; Materials science; Curing (chemistry); Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001324859,0.0004688221,0.0002138074,0.0002004985,0.000163691,0.0002568115,0.0003117209,0.0005479266,0.001347143],"category_scores_gemma":[0.000199929,0.0002522719,0.000603653,0.0001627462,0.0001251793,0.0001981986,0.00009241329,0.0002395818,0.0004275593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555928,"about_ca_system_score_gemma":0.0002769938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956239,"about_ca_topic_score_gemma":0.006834573,"domain_scores_codex":[0.9999362,0.000007832748,0.000003441878,0.00001212322,0.00002827052,0.00001210966],"domain_scores_gemma":[0.9999353,0.00002576386,0.00001311653,0.000005922179,0.00001626215,0.000003769604],"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":[0.00008032008,0.0001117982,0.00268847,0.0001184132,0.00001569415,0.0000895878,0.00004021732,0.8696932,0.120766,0.000250253,0.0001192849,0.006026828],"study_design_scores_gemma":[0.000006686466,0.0001701953,0.00331994,0.000004289464,0.00001145268,0.00002193604,0.00001524751,0.9600287,0.03601228,0.0000508739,0.0003509111,0.000007519646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760373,0.000137111,0.01827169,0.00004490282,0.00001122599,0.00004716126,0.0003996344,0.0001668726,0.004884141],"genre_scores_gemma":[0.9935137,0.000111454,0.003429082,0.000004385414,0.000001649075,0.00003202301,0.0002508356,0.00002208068,0.002634734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005956239,"threshold_uncertainty_score":0.01184314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991450183624821,"score_gpt":0.2067425232129008,"score_spread":0.1868280213766526,"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."}}