{"id":"W2278121940","doi":"10.5539/esr.v5n1p67","title":"Geo Polymerization of Kaolin and Metakaolin Incorporating NaOH and High Calcium Ash","year":2016,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metakaolin; Compressive strength; Materials science; Polymerization; Nuclear chemistry; Portland cement; Efflorescence; Mineralogy; Chemistry; Composite material; Cement; Polymer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009088398,0.00005339344,0.0001041174,0.0001672319,0.0001803716,0.00004440026,0.00009355682,0.00002725849,0.00002938931],"category_scores_gemma":[0.0001838428,0.00003542879,0.000007019907,0.000472449,0.001132782,0.0001903011,0.0001483106,0.000061119,0.000007437954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007053979,"about_ca_system_score_gemma":0.00003539952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000661665,"about_ca_topic_score_gemma":0.000008962093,"domain_scores_codex":[0.9990977,0.00003279062,0.0001390802,0.0001571469,0.0003390284,0.0002342357],"domain_scores_gemma":[0.9996117,0.00007463004,0.00001864306,0.00009988013,0.0001195353,0.00007564794],"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":[0.000002663934,0.000002305906,0.001220646,0.0000210579,0.000002592958,4.493592e-7,0.00003229191,0.00002812989,0.9592215,0.003532013,0.000005078137,0.03593126],"study_design_scores_gemma":[0.0002319901,0.00007918374,0.07192212,0.00006456207,0.000002682467,0.00001001982,0.0001218288,0.00166904,0.9215812,0.004021049,0.0001838895,0.000112429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967861,0.0002221968,0.002121552,0.0002803696,0.00008556728,0.0000795841,0.000006110166,0.00003991832,0.0003786157],"genre_scores_gemma":[0.9984832,0.0001290707,0.001258623,0.000002466037,0.00003239458,0.000005934373,1.883476e-7,0.000004055881,0.00008401246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07070147,"threshold_uncertainty_score":0.4173782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029102127342021,"score_gpt":0.3022344763408741,"score_spread":0.2619434550674539,"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."}}