{"id":"W4405870024","doi":"10.18280/rcma.340613","title":"Foaming Behaviour of Glass-Based Geopolymers by Adding Magnesium Carbonate and Borax","year":2024,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Borax; Magnesium; Materials science; Geopolymer; Carbonate; Composite material; Chemical engineering; Mineralogy; Metallurgy; Chemistry; Compressive strength; Raw material; Organic chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640126,0.0002698576,0.0001841779,0.0002469998,0.0001166139,0.0001294695,0.0001006528,0.0001840897,0.0008301673],"category_scores_gemma":[0.0002375537,0.0001207767,0.0002125754,0.0002274201,0.0001320482,0.0002341635,0.0001136592,0.0002676951,0.0001456202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022645,"about_ca_system_score_gemma":0.000149675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008592334,"about_ca_topic_score_gemma":0.002245245,"domain_scores_codex":[0.999845,0.00002716413,0.00001326882,0.00002425935,0.00005619688,0.00003414105],"domain_scores_gemma":[0.9998864,0.00002764514,0.00003788234,0.000007181345,0.00002383526,0.00001704825],"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":[0.00009755533,0.00001476006,0.0003294807,0.00008922468,0.000005308675,0.0000424041,0.00003494112,0.00006051482,0.9969144,0.00002502553,0.00001114947,0.002375215],"study_design_scores_gemma":[0.00000364955,0.0003739116,0.002511689,0.0000109104,0.00001728712,0.00006635382,0.00002585068,0.0002930525,0.9956492,0.00001013452,0.001033327,0.000004651386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972954,0.001347097,0.0006616225,0.00001666902,0.00001026453,0.00001000908,0.00004992284,0.0000196297,0.0005894553],"genre_scores_gemma":[0.9973138,0.0007249285,0.001212046,0.00001189202,0.000004346778,0.000006269457,0.00009399823,0.000008419067,0.0006243446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008592334,"threshold_uncertainty_score":0.002777219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229068685519248,"score_gpt":0.2545090180503456,"score_spread":0.2322183311951531,"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."}}