{"id":"W7083453940","doi":"10.1039/d5ma00656b","title":"Engineering shootable mycelium-bound composites (MBCs) as living building materials","year":2025,"lang":"en","type":"article","venue":"Materials Advances","topic":"Geodetic Measurements and Engineering Structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada; Cornell Center for Materials Research; Cornell Atkinson Center for Sustainability, Cornell University; David R. Atkinson Center for a Sustainable Future , Cornell University; National Science Foundation; Cornell University - Department of Architecture","keywords":"Fabrication; Biopolymer; Advanced composite materials; Building material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003003699,0.0003758119,0.0004808693,0.000190349,0.0001265915,0.0004048563,0.0003015121,0.0001065876,0.0008941158],"category_scores_gemma":[0.0001130681,0.000370197,0.00004309431,0.0001936233,0.00002534389,0.0003127031,0.00008794216,0.00009311349,0.0000494014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008421084,"about_ca_system_score_gemma":0.00001510594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005082046,"about_ca_topic_score_gemma":0.000003448004,"domain_scores_codex":[0.9984285,0.00002523354,0.0004836803,0.0003031352,0.0002134754,0.0005459229],"domain_scores_gemma":[0.9994248,0.0000977748,0.00004652808,0.0003127139,0.00004458483,0.00007362526],"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":[0.000008164441,0.000007168226,0.00007053062,0.0006272594,0.0000657767,0.000004207147,0.00004920432,0.1174948,0.8792518,0.001743703,0.0002306682,0.0004467274],"study_design_scores_gemma":[0.0001718,0.00001324282,0.001451582,0.0006035262,0.00003713272,0.00000951758,0.0000260319,0.0008378968,0.9773352,0.0006357617,0.01848125,0.0003970905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816827,0.00296304,0.006903628,0.00002898839,0.00541646,0.0002409416,0.00003816398,0.0007939103,0.001932223],"genre_scores_gemma":[0.993036,0.0002914837,0.006035236,0.0000449074,0.0002514486,0.00006192724,0.00001249719,0.00006321962,0.0002033003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1166569,"threshold_uncertainty_score":0.999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00365806480538199,"score_gpt":0.2089573220474454,"score_spread":0.2052992572420634,"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."}}