{"id":"W4405931808","doi":"10.1007/978-3-031-61507-8_20","title":"Potential of Using the Mycelium of Pleurotus Ostreatus as a Thermal Insulator","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pleurotus ostreatus; Mycelium; Horticulture; Materials science; Food science; Biology; Mushroom","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006776597,0.0002752992,0.0004779646,0.00003350749,0.00004955403,0.000006022179,0.0002678201,0.0003690426,0.00009471674],"category_scores_gemma":[0.0001235587,0.0000923535,0.0001846213,0.000113114,0.00009934694,0.00001446457,0.0001427897,0.0004106846,8.399179e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002328569,"about_ca_system_score_gemma":0.00001566885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513937,"about_ca_topic_score_gemma":0.0002675777,"domain_scores_codex":[0.9990664,0.00001837509,0.0002940371,0.0002451318,0.0001289965,0.0002470473],"domain_scores_gemma":[0.9992529,0.0004625735,0.0001428407,0.0000722399,0.0000481499,0.00002125089],"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":[0.00008397573,0.00001890751,0.0002141191,0.00005252375,0.0001153015,0.00001628653,0.00002330947,0.008761695,0.9810928,0.0008866227,0.000007171593,0.008727347],"study_design_scores_gemma":[0.004376762,0.009994798,0.2559898,0.01045071,0.00274183,0.0004102318,0.00009737021,0.05868256,0.5388175,0.06779456,0.04060732,0.01003656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865571,0.005353233,0.0001208624,0.0002512904,0.000326754,0.000401389,0.0001763937,0.00005546218,0.006757538],"genre_scores_gemma":[0.9990469,0.0002649417,0.00006352105,0.0000586244,0.0001975024,0.000003513706,0.00003361724,0.000002111652,0.0003292277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4422752,"threshold_uncertainty_score":0.3766066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008998143946648985,"score_gpt":0.1875892915627931,"score_spread":0.1785911476161441,"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."}}