{"id":"W4405855047","doi":"10.18280/rcma.340605","title":"Investigation of the Biostability of Magnesia Composites in the Simulated Environment of Mycelial Fungi Found in Construction Materials","year":2024,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mycelium; Magnesium; Composite material; Materials science; Biology; Botany; Metallurgy","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":[0.0001959746,0.0002108776,0.0001718785,0.0002461357,0.0001685851,0.00024228,0.0001384343,0.0002052592,0.0007216494],"category_scores_gemma":[0.00035487,0.0001090946,0.0002432526,0.0001790106,0.0001279178,0.0001818322,0.0001369394,0.0002374401,0.0001162031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388348,"about_ca_system_score_gemma":0.0001190757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008645778,"about_ca_topic_score_gemma":0.001801952,"domain_scores_codex":[0.9997883,0.00003541956,0.00001671792,0.00004788516,0.00007762218,0.00003413199],"domain_scores_gemma":[0.9996637,0.00008785829,0.00009931751,0.00002848231,0.00008837072,0.00003222443],"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":[0.00008003535,0.00002040994,0.001240484,0.00003727759,0.000005459022,0.00003172127,0.00003775043,0.0001680297,0.9970285,0.00001453999,0.000008780182,0.001327059],"study_design_scores_gemma":[0.000002478323,0.0009215687,0.01296271,0.000006742488,0.0000209805,0.00007732775,0.00008846203,0.0007732923,0.9846356,0.00001569689,0.0004889283,0.000006216568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985999,0.0002452528,0.0006328872,0.000008671166,0.000004357517,0.000008600718,0.00008506424,0.000009497564,0.0004056503],"genre_scores_gemma":[0.997492,0.0002473564,0.001415077,0.000009330203,0.000002909392,0.0000131779,0.0001310934,0.00001066958,0.0006784484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008645778,"threshold_uncertainty_score":0.002414227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06092438977373237,"score_gpt":0.237617755231149,"score_spread":0.1766933654574166,"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."}}