{"id":"W6966738823","doi":"10.4224/21276031","title":"Technical guide for modular, expanded polystyrene concrete forms","year":2008,"lang":"en","type":"book","venue":"NPARC","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expanded polystyrene; Polystyrene; Product (mathematics); New product development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006162933,0.001130305,0.00061345,0.001968641,0.0009784498,0.001543239,0.001543373,0.001020899,0.2059031],"category_scores_gemma":[0.001550418,0.0009426186,0.0004201204,0.00160263,0.0003829091,0.002103803,0.001057681,0.001505187,0.1784687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006779233,"about_ca_system_score_gemma":0.001619994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004375102,"about_ca_topic_score_gemma":0.01495227,"domain_scores_codex":[0.9989828,0.00006042782,0.00004714924,0.00005580868,0.0008214332,0.00003225852],"domain_scores_gemma":[0.9992715,0.0001106466,0.00002499091,0.00007797413,0.0004856505,0.00002930775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000200235,0.00009216883,0.0001562917,0.0003572051,0.000002157814,0.0001280216,0.0001435354,0.0009368499,0.005037654,0.01802288,0.6121177,0.3629855],"study_design_scores_gemma":[0.000002154358,0.00001146282,0.0001201684,0.00005671636,0.00000103977,0.0002057696,0.00002263698,0.0002285974,0.0008484051,0.001403447,0.9970945,0.00000502846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001519979,0.004811651,0.1062574,0.0009834297,0.00116556,0.0008824138,0.007508572,0.007051986,0.869819],"genre_scores_gemma":[0.003464179,0.003290616,0.07175146,0.0004235107,0.00008254566,0.000418838,0.005237577,0.001615671,0.9137156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2059031,"threshold_uncertainty_score":0.6888143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159819747803447,"score_gpt":0.2390786492654456,"score_spread":0.2230966744851009,"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."}}