{"id":"W7062033406","doi":"","title":"Saint-Gobain to Invest $91 Million CAD in its Montreal Gypsum Plant, Creating the First Zero-Carbon Manufacturing Site for Wallboard in North America and Increasing Capacity by 40%","year":2022,"lang":"en","type":"other","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gypsum; CAD; Manufacturing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001928479,0.0004447069,0.0005413048,0.000242733,0.0002070427,0.00008589975,0.0001646122,0.00009369243,0.0001215754],"category_scores_gemma":[0.00001612662,0.0003739404,0.00008100348,0.0001533775,0.00005417134,0.00004635599,0.0002036438,0.0004304871,0.000002966989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198506,"about_ca_system_score_gemma":0.00002826326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1800862,"about_ca_topic_score_gemma":0.08740537,"domain_scores_codex":[0.99822,0.0001116698,0.0003700256,0.0005851644,0.0001911202,0.0005220709],"domain_scores_gemma":[0.9991161,0.0002608396,0.0002438548,0.0002470908,0.00001400012,0.0001181455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001522701,0.00118086,0.7588124,0.0009398423,0.001259771,0.0001070011,0.02638101,0.01257977,0.001667379,0.003235444,0.1146742,0.07763962],"study_design_scores_gemma":[0.004890388,0.0004670197,0.08202024,0.001446705,0.0002621865,0.000008877214,0.00604248,0.05720352,0.001029873,0.0006607079,0.8420509,0.00391713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732418,0.0002513584,0.0007256208,0.0002408373,0.00009502483,0.001400646,0.00115787,0.00004075527,0.1228461],"genre_scores_gemma":[0.9759017,0.00005560171,0.002286926,0.0004065551,0.0003374656,0.0001121325,0.0007797586,0.0003483981,0.01977144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7273766,"threshold_uncertainty_score":0.9998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105856528512051,"score_gpt":0.2008640722016416,"score_spread":0.1902784193504365,"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."}}