{"id":"W7029090567","doi":"","title":"High performance vacuum insulation panel - research update from Canada","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Vacuum insulated panel; Building envelope; Efficient energy use; Thermal insulation; Envelope (radar); Thermal bridge; Energy performance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001280028,0.00005498453,0.00006201106,0.000004673799,0.0002400201,0.00004008004,0.0001521526,0.00004105932,0.0009990571],"category_scores_gemma":[0.00001081147,0.00002306934,0.00001346508,0.000190606,0.00002152077,0.00008928421,0.0000518966,0.00009187488,0.00003016442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008414562,"about_ca_system_score_gemma":0.00003022578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7702277,"about_ca_topic_score_gemma":0.638881,"domain_scores_codex":[0.9992686,0.00004210907,0.0001110425,0.000152376,0.0002268436,0.0001990365],"domain_scores_gemma":[0.9997295,0.00008299571,0.00002727768,0.00005251345,0.00006956885,0.00003814131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001559066,0.0001339644,0.2430694,0.000005501193,0.000009191286,0.00001085097,0.00001460165,0.00006333781,0.3245738,0.005389156,0.02392102,0.4026533],"study_design_scores_gemma":[0.0000835719,0.00002606984,0.9364849,0.000005036282,0.000001544237,3.561019e-7,0.00002213844,0.0002455731,0.010149,0.004837489,0.04807509,0.0000692254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949979,0.00001562874,0.000003277266,0.001888819,0.0001034622,0.00008207988,0.00011219,0.00002017763,0.002776482],"genre_scores_gemma":[0.9987935,0.000006877301,0.00005706905,0.00006763523,0.0003427721,0.00001204174,0.0006509997,1.340028e-7,0.0000689643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6934155,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737327832050479,"score_gpt":0.2186472327904412,"score_spread":0.1812739544699364,"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."}}