{"id":"W2560343849","doi":"","title":"Proceedings of the American Society for Composites: Twenty-Sixth Technical Conference, Montreal, Quebec, Canada, September 26–28","year":2011,"lang":"en","type":"article","venue":"","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001947867,0.001125789,0.0007395796,0.001197812,0.00294516,0.00263483,0.001372094,0.001002948,0.1294708],"category_scores_gemma":[0.0009284781,0.0003723041,0.0005176401,0.001112767,0.001199729,0.0006250503,0.001258208,0.001166817,0.03516286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008623844,"about_ca_system_score_gemma":0.01680365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6003526,"about_ca_topic_score_gemma":0.8722516,"domain_scores_codex":[0.9992282,0.00004523408,0.00001545654,0.00006732072,0.0004567018,0.0001870143],"domain_scores_gemma":[0.998059,0.00004826265,0.00002406235,0.00005923552,0.001502747,0.0003068134],"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":[0.0001799735,0.0001166866,0.001879511,0.0001016838,0.00002243923,0.0001092052,0.0001345794,0.0002528746,0.003527501,0.001022446,0.9259192,0.06673393],"study_design_scores_gemma":[0.00001813251,0.00004220341,0.006701875,0.00006297753,0.00002586339,0.00005893649,0.0003071809,0.000417226,0.002219263,0.0003269564,0.9897975,0.00002200568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04726825,0.03792063,0.01626829,0.02931052,0.05929697,0.0007469336,0.007171798,0.001706508,0.8003101],"genre_scores_gemma":[0.01747,0.003595009,0.002002311,0.0003437991,0.0005743697,0.00003866426,0.001306991,0.0001663224,0.9745026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3996474,"threshold_uncertainty_score":0.804002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582552342211198,"score_gpt":0.2086777553292411,"score_spread":0.1928522319071291,"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."}}