{"id":"W4408370167","doi":"10.1002/cjce.25670","title":"Synthesis of uniform core‐shell calcium hydroxide‐calcium carbonate biocidal particles via encapsulation into dry ice","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Calcium carbonate; Calcium hydroxide; Encapsulation (networking); Calcium; Chemical engineering; Dry ice; Chemistry; Materials science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001498484,0.0002657365,0.0002454135,0.0002248752,0.0001118836,0.0002069064,0.0002130218,0.0002799487,0.0005183934],"category_scores_gemma":[0.000178171,0.0001879364,0.0002795311,0.0001372033,0.0001628899,0.0002145712,0.0002129659,0.0003330148,0.0002234701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002928277,"about_ca_system_score_gemma":0.0002368314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009067938,"about_ca_topic_score_gemma":0.001838258,"domain_scores_codex":[0.9998775,0.000006129507,0.00001018616,0.00002837966,0.00004940461,0.00002855068],"domain_scores_gemma":[0.9998928,0.00001485139,0.00003510312,0.00001093287,0.00002986297,0.00001639408],"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":[0.00002107778,0.00001099742,0.0000557719,0.00007533298,0.000003988186,0.00003538862,0.00001381729,0.0001745135,0.9977507,0.000106524,0.00004650731,0.001705338],"study_design_scores_gemma":[0.00000781642,0.00009440148,0.0005224544,0.000005094242,0.00000721195,0.00004039606,0.000006166673,0.001284044,0.996436,0.00001438216,0.001577317,0.000004682194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664899,0.001655957,0.02482893,0.00009104892,0.00009718857,0.0001899002,0.000339644,0.0002848707,0.006022539],"genre_scores_gemma":[0.9835531,0.0005405545,0.01376111,0.00003983775,0.00001201316,0.00006417232,0.0001701227,0.0000563621,0.00180283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009067938,"threshold_uncertainty_score":0.002124608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220021129541695,"score_gpt":0.2196174894392891,"score_spread":0.2074172781438722,"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."}}