{"id":"W7161949801","doi":"10.82308/24961","title":"Early carbonation curing of fresh concrete and its applications in precast concrete production","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbonatation; Curing (chemistry); Reinforced concrete; Carbonation","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":[0.0001618037,0.0002793984,0.0001752095,0.000397024,0.0002313573,0.0002036546,0.0001740643,0.0002552083,0.001532851],"category_scores_gemma":[0.0001894103,0.0001496304,0.0002312076,0.0002894339,0.0001721195,0.0001788118,0.0001496501,0.0002889093,0.0002139806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463553,"about_ca_system_score_gemma":0.0003704554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003644238,"about_ca_topic_score_gemma":0.01226119,"domain_scores_codex":[0.9998758,0.00001339113,0.000006192825,0.00001883633,0.00006695348,0.00001877285],"domain_scores_gemma":[0.9998727,0.00002471259,0.00003177244,0.00001092156,0.00003446344,0.00002542382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002571865,0.00006441095,0.0009667834,0.0002405404,0.000008166303,0.0000777889,0.00008452269,0.002795098,0.9768983,0.0001323302,0.00004602146,0.0184289],"study_design_scores_gemma":[0.00000830622,0.0008283982,0.01678137,0.00002199879,0.00002477895,0.0001013516,0.00005108793,0.002242566,0.9766082,0.00005162229,0.003263543,0.00001690686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931709,0.002204752,0.001963061,0.00002802173,0.00001356059,0.00002476208,0.00004669521,0.0000534938,0.002494673],"genre_scores_gemma":[0.9937363,0.000931358,0.001848265,0.000007870683,0.000003252216,0.000007099104,0.0000383749,0.000009902645,0.003417646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003644238,"threshold_uncertainty_score":0.007246017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286533394910248,"score_gpt":0.2498528451391025,"score_spread":0.23698751119,"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."}}