{"id":"W6995948679","doi":"","title":"Proceedings of 10th International vacuum Insulation Symposium (IVIS-X)","year":2012,"lang":"en","type":"other","venue":"NPARC","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vacuum insulated panel; Thermal insulation; Work (physics); Materials testing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00005299444,0.0001755268,0.000189793,0.00008807451,0.00001651594,0.00001854924,0.0001959718,0.0003127951,0.02853912],"category_scores_gemma":[0.000007691341,0.0001710342,0.00007369431,0.00005436072,0.00003347928,0.00009046789,0.00006017701,0.0001393542,0.00009298362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004832883,"about_ca_system_score_gemma":0.00001488296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001586584,"about_ca_topic_score_gemma":7.295455e-7,"domain_scores_codex":[0.9991655,0.000001885118,0.0002223644,0.0001847294,0.0002757501,0.0001498187],"domain_scores_gemma":[0.9993801,0.000008291851,0.0003752918,0.0001067118,0.00008014005,0.00004944287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000304915,0.000153069,0.005062873,0.0004117569,0.0001877497,5.662197e-7,0.0002114116,8.875755e-7,0.9318131,0.02013318,0.03923979,0.002755133],"study_design_scores_gemma":[0.0006342953,0.00001600673,0.001619836,0.0005342119,0.0001043793,0.000007599766,0.00004332543,0.0004417415,0.06554433,0.002073494,0.9285174,0.0004633959],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01637216,0.00006249951,0.00001936109,0.00007005183,0.0002647845,0.00006651545,0.00006886376,0.0001214974,0.9829543],"genre_scores_gemma":[0.5216864,0.00004793898,0.0004966771,0.0000133116,0.001016604,0.00001234322,0.0001285194,0.0001942889,0.4764039],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8892776,"threshold_uncertainty_score":0.9723489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042800851085766,"score_gpt":0.2271140310803667,"score_spread":0.2166860225695091,"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."}}