{"id":"W4393128347","doi":"10.1016/j.conbuildmat.2024.135953","title":"Comparison of feldspar and meta-halloysite geopolymers by alkaline and acidic activation","year":2024,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Halloysite; Geopolymer; Feldspar; Materials science; Chemical engineering; Composite material; Compressive strength; Engineering","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":[0.0002941977,0.0003212215,0.0001919249,0.0003182725,0.0001929545,0.0002891774,0.000219608,0.0002373181,0.002588646],"category_scores_gemma":[0.0004600535,0.0002103776,0.0002181926,0.00037096,0.0002619135,0.000289744,0.0002119923,0.0003737046,0.0003426923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532876,"about_ca_system_score_gemma":0.0003063333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809306,"about_ca_topic_score_gemma":0.001910435,"domain_scores_codex":[0.9998036,0.00003320909,0.000008556973,0.00001793007,0.00005839543,0.0000783104],"domain_scores_gemma":[0.9997999,0.00007210344,0.00003533856,0.00001891522,0.00004251211,0.00003113452],"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":[0.0004272351,0.00004520424,0.0005750894,0.0001388566,0.00001387546,0.000107636,0.000117605,0.0007310343,0.992247,0.0005138774,0.00007033936,0.005012227],"study_design_scores_gemma":[0.00001629049,0.0003026093,0.003338802,0.00000687324,0.00002035573,0.00005007659,0.00007984424,0.0006111615,0.993856,0.00006395884,0.001646512,0.000007571972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953733,0.0004954729,0.0007906515,0.00001900027,0.00001155005,0.00001695202,0.00007925543,0.00001774225,0.003196204],"genre_scores_gemma":[0.9975773,0.000300825,0.0004284931,0.000009919489,0.000003782818,0.00001232416,0.00008985546,0.00001188498,0.001565532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002588646,"threshold_uncertainty_score":0.008659899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270363804330267,"score_gpt":0.3280213053338034,"score_spread":0.2953176672905007,"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."}}