{"id":"W7084112905","doi":"10.5703/1288284317987","title":"IN-SITU STABILIZATION OF CACO3 POLYMORPHS IN CEMENTITIOUS SYSTEMS","year":2025,"lang":"en","type":"article","venue":"","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CarbonCure Technologies (Canada)","funders":"","keywords":"Metastability; Dissolution; Cementitious; Ion; Hydrate; Carbonate; Cement; Amorphous solid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001813169,0.0002325183,0.0001934449,0.0002004128,0.0001993921,0.0003167091,0.0001827663,0.0002043457,0.0007198632],"category_scores_gemma":[0.0002163177,0.0001343538,0.0001353636,0.0001855885,0.0001762574,0.0002536362,0.0001766542,0.0003288171,0.0001344158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696799,"about_ca_system_score_gemma":0.0001703093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009986383,"about_ca_topic_score_gemma":0.003116347,"domain_scores_codex":[0.9998785,0.00001516815,0.00000941429,0.00003047064,0.00004069765,0.00002578964],"domain_scores_gemma":[0.9998614,0.00002536942,0.00004860769,0.00001499198,0.00003061941,0.00001902592],"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":[0.00002481875,0.000005795683,0.00006233295,0.0000180019,0.000001425315,0.00001128205,0.000009265681,0.00006421679,0.9993481,0.00001408616,0.000008433643,0.0004321902],"study_design_scores_gemma":[0.000001977485,0.00005587294,0.0005221819,0.000001000288,0.00000276154,0.00001729192,0.000007233347,0.0004528808,0.998453,0.000005372149,0.0004786072,0.000001763839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993737,0.0007297344,0.004284175,0.00003370511,0.00001708768,0.00002736717,0.0001133115,0.00009672395,0.0009609195],"genre_scores_gemma":[0.9946164,0.0003085872,0.003948051,0.00001508893,0.00000469464,0.00001733052,0.00008800214,0.0000301476,0.0009716279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009986383,"threshold_uncertainty_score":0.002408206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005715599501181725,"score_gpt":0.2352424707255105,"score_spread":0.2295268712243288,"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."}}