{"id":"W4405549487","doi":"10.1007/s44290-024-00151-2","title":"Exploring the impact of CO2 sequestration on plastic properties, mechanical performance, and microstructure of concrete","year":2024,"lang":"en","type":"article","venue":"Discover Civil Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Microstructure; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009989917,0.0001295066,0.0001491811,0.00007989206,0.00001698911,0.00005506765,0.00007680488,0.00002919631,0.00002664896],"category_scores_gemma":[0.00002014003,0.00008284221,0.00004839426,0.000124457,0.0000225811,0.000240758,0.00003028608,0.0001374076,0.000001743989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004316872,"about_ca_system_score_gemma":0.00002743934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002435957,"about_ca_topic_score_gemma":0.000001848072,"domain_scores_codex":[0.9994019,0.000008020594,0.0001806919,0.000101492,0.0001439782,0.0001638651],"domain_scores_gemma":[0.9997718,0.00005421007,0.00001083258,0.0001175366,0.00001461757,0.0000309716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002379949,7.200929e-7,0.00005839735,0.0007248644,0.00008173787,0.000001849032,0.0003491099,0.1399904,0.8580688,0.0003349167,0.00002785133,0.0003376324],"study_design_scores_gemma":[0.0001649139,0.0002091907,0.006350687,0.0006752313,0.00002175284,0.000007543377,0.0000341429,0.587076,0.4052083,0.000005755193,0.00009358478,0.0001529021],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987011,0.0003150015,0.0003764725,0.000004035968,0.0002674243,0.0001211583,0.00003196435,0.00006569792,0.000117164],"genre_scores_gemma":[0.999565,0.0002965886,0.000009975621,6.582239e-7,0.00006394367,0.00002177332,0.000007603562,0.00002675448,0.000007715438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4528604,"threshold_uncertainty_score":0.3378207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921143732363524,"score_gpt":0.2286784806514423,"score_spread":0.1994670433278071,"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."}}