{"id":"W4386432025","doi":"10.1007/978-981-19-9822-5_79","title":"An Investigation of Expanded Polypropylene as Structural Component of Panelized Wall System","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Automotive industry; Durability; Oriented strand board; Framing (construction); Building envelope; Construction industry; Exploit; Component (thermodynamics); Engineering; Construction engineering; Structural engineering; Computer science; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000930331,0.0001225989,0.0001147234,0.0002251051,0.0002456471,0.0002924847,0.0003187839,0.0003145153,0.001673286],"category_scores_gemma":[0.0001307412,0.0001029593,0.000165748,0.000289805,0.0002500458,0.0004529361,0.0001833344,0.0002143128,0.0002015033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701201,"about_ca_system_score_gemma":0.0001656564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009289233,"about_ca_topic_score_gemma":0.001010443,"domain_scores_codex":[0.9998913,0.00001490438,0.000002485869,0.00002510686,0.0000497512,0.00001642861],"domain_scores_gemma":[0.9999534,0.00001597393,0.000006577091,0.000005747433,0.00001343994,0.000004835036],"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":[0.0001859362,0.00006035377,0.0010897,0.0001112347,0.000005883702,0.0004741736,0.0001590492,0.002877266,0.9798723,0.002154859,0.000234115,0.01277517],"study_design_scores_gemma":[0.00001047696,0.001119919,0.01993906,0.00002366316,0.00003705297,0.0005220046,0.0005679942,0.01701942,0.9453225,0.0006489374,0.01476991,0.00001911056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808699,0.001432836,0.004622825,0.00004382155,0.00002385351,0.00002335714,0.00007840667,0.00003327596,0.01287163],"genre_scores_gemma":[0.9868998,0.0006014898,0.002864899,0.00001114893,0.000004627281,0.000007533379,0.00006671611,0.000008975096,0.009534707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001673286,"threshold_uncertainty_score":0.005597711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009413243873329435,"score_gpt":0.1854689668207991,"score_spread":0.1760557229474697,"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."}}