{"id":"W3208073531","doi":"10.2139/ssrn.3950154","title":"Carbon as a Solution for Nanocellular Foam Superinsulation","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Carbon nanofoam; Carbon fibers; Materials science; Waste management; Business; Environmental science; Chemical engineering; Composite material; Porosity; Engineering; Composite number","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219787,0.00008031409,0.00008262757,0.00005856849,0.00007748224,0.00002924192,0.00008222891,0.00008284672,0.00001057471],"category_scores_gemma":[0.0000630143,0.00008542892,0.00006453437,0.0001117634,0.000008445314,0.00006941136,0.000008951572,0.0004438208,0.00000584092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000482867,"about_ca_system_score_gemma":0.0003519907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005701737,"about_ca_topic_score_gemma":0.0000679515,"domain_scores_codex":[0.998937,0.0000114201,0.0001331549,0.00008006879,0.00008569976,0.0007526807],"domain_scores_gemma":[0.9997903,0.00001412193,0.0000230322,0.00009242073,0.00005587847,0.00002429203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007884841,0.00007099799,0.0004658031,0.00005649346,0.0004354795,0.00001553315,0.0003837846,0.05075522,0.3076465,0.4172544,0.0001681946,0.2226688],"study_design_scores_gemma":[0.001325364,0.0002701418,0.0002694401,0.00002896425,0.00006215116,0.0007579469,0.001100956,0.3620122,0.1237168,0.4956533,0.01437782,0.0004248681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8354502,0.007924513,0.15459,0.0004676185,0.0003699565,0.00008795904,0.000001396311,0.0003386418,0.0007697227],"genre_scores_gemma":[0.9976403,0.001495501,0.0002796323,0.00001687738,0.000124933,0.000009223403,0.000006161599,0.00002211078,0.0004053164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3112569,"threshold_uncertainty_score":0.3483691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00602680594379682,"score_gpt":0.2019437921930083,"score_spread":0.1959169862492115,"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."}}