{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001429963,0.00003911093,0.00008108863,0.0002640457,0.00001624385,0.0000464711,0.0001356746,0.00002689548,0.000003852017],"category_scores_gemma":[0.00001214775,0.00003695138,0.00001006133,0.0005896575,0.00001770332,0.0003418998,0.00003777165,0.0000354488,0.000002456277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003761614,"about_ca_system_score_gemma":0.00009953453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003892413,"about_ca_topic_score_gemma":0.0002258006,"domain_scores_codex":[0.9994902,0.00003037859,0.0001976323,0.0001287804,0.00006941897,0.0000835643],"domain_scores_gemma":[0.9997711,0.00001503954,0.0000407593,0.0001215111,0.00004361906,0.000007992949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001995399,0.0004849532,0.07261368,0.001160133,0.00002438991,0.00002068788,0.002502456,0.004611402,0.1166851,0.6719335,0.001695738,0.128248],"study_design_scores_gemma":[0.003886642,0.0001276145,0.02197348,0.001346768,0.00001463259,0.00005506321,0.001911969,0.5341064,0.4028053,0.03171993,0.001408182,0.0006439827],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1133201,0.000378578,0.8407536,0.0003116599,0.001006327,0.00012457,2.727753e-7,0.00004519428,0.04405963],"genre_scores_gemma":[0.9958099,0.000007109576,0.00279797,0.00004255143,0.000005876896,0.000005413984,5.286647e-7,0.000001129489,0.001329526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8824897,"threshold_uncertainty_score":0.1506834,"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."}}