{"id":"W4388215178","doi":"10.1016/j.cis.2023.103036","title":"A review of sodium silicate solutions: Structure, gelation, and syneresis","year":2023,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Syneresis; Silicate; Sodium silicate; Aqueous solution; Polymerization; Chemical engineering; Chemistry; Colloid; Materials science; Mineralogy; Polymer; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006174183,0.001353476,0.00165969,0.002701774,0.0002737105,0.0008516033,0.0008939251,0.0009667857,0.002511348],"category_scores_gemma":[0.0007187082,0.0004808109,0.0005466195,0.00279927,0.0004111187,0.001400608,0.0007632344,0.001415688,0.001717721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005211103,"about_ca_system_score_gemma":0.0009678035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009798986,"about_ca_topic_score_gemma":0.002220475,"domain_scores_codex":[0.9997953,0.00002321216,0.00003276719,0.00004371123,0.00008218155,0.00002282911],"domain_scores_gemma":[0.999714,0.0001255675,0.00004926569,0.00001008737,0.00007470977,0.00002636839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000122653,0.0001399964,0.0001631387,0.04136065,0.0001394065,0.0002076113,0.00006716794,0.0004310426,0.008578925,0.003623524,0.03723236,0.9079335],"study_design_scores_gemma":[0.00002252689,0.0001832565,0.00057328,0.002901924,0.0001467873,0.0006179173,0.00003469055,0.00009202067,0.00262282,0.0008757058,0.991899,0.0000301758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001376826,0.9989924,0.0001081681,0.000082924,0.0001987436,0.000004001208,0.00001746926,0.00000496745,0.0004535611],"genre_scores_gemma":[0.0005243467,0.9984847,0.0001623943,0.0001356877,0.000144558,0.000005572557,0.00002427405,0.000001434225,0.0005170709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002701774,"threshold_uncertainty_score":0.008401334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998639688570379,"score_gpt":0.3600614952540567,"score_spread":0.3200750983683529,"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."}}