{"id":"W4389348406","doi":"10.14359/51739148","title":"Family of Thermal Nomograms for Mass Concrete","year":2023,"lang":"en","type":"article","venue":"ACI Materials Journal","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Sierra leone; Environmental protection; Ancient history; Ethnology; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109533,0.001434874,0.0005838806,0.004074284,0.00163638,0.002206982,0.0009851059,0.0007515262,0.150876],"category_scores_gemma":[0.005605051,0.0005934386,0.001070456,0.00422984,0.000621267,0.003046126,0.001014768,0.001141932,0.0722164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007956196,"about_ca_system_score_gemma":0.001049504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003715411,"about_ca_topic_score_gemma":0.005602596,"domain_scores_codex":[0.998974,0.0002151266,0.0001061822,0.0002394392,0.0003589804,0.0001063476],"domain_scores_gemma":[0.9978423,0.0005179243,0.0001760205,0.0005782019,0.0007631636,0.0001223217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002384321,0.00006872544,0.005992822,0.0006208213,0.00003589163,0.0004329942,0.0006797897,0.003773139,0.001865167,0.09603675,0.5161943,0.3740612],"study_design_scores_gemma":[0.00001174859,0.00003532885,0.00372696,0.0001276963,0.00001356317,0.0004900462,0.000390049,0.003528538,0.001210188,0.01810143,0.9723282,0.00003623456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01686275,0.001456144,0.362131,0.001039641,0.003059347,0.001087284,0.1068546,0.03865055,0.4688587],"genre_scores_gemma":[0.1585474,0.002197226,0.3525882,0.000435005,0.001036968,0.002131828,0.1092058,0.01041093,0.3634466],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.150876,"threshold_uncertainty_score":0.5047306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902780469363708,"score_gpt":0.2345230997978877,"score_spread":0.2054952951042507,"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."}}