{"id":"W3210061673","doi":"10.2139/ssrn.3947637","title":"Functionalized Graphene Origami Metamaterials with Tunable Thermal Conductivity","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Thermal properties of materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Metamaterial; Graphene; Materials science; Thermal conductivity; Nanotechnology; Optoelectronics; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003329666,0.0003068864,0.0005325873,0.00006264702,0.000433175,0.0003997716,0.0004018684,0.0001032603,0.01324683],"category_scores_gemma":[0.0001167938,0.0002127308,0.0001308145,0.0001482067,0.0001689063,0.0008372127,0.0001132532,0.0005910585,0.0005118508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004351904,"about_ca_system_score_gemma":0.002771278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126401,"about_ca_topic_score_gemma":0.0001141928,"domain_scores_codex":[0.9954882,0.0006543132,0.0004800039,0.0004365831,0.00056835,0.002372523],"domain_scores_gemma":[0.9987282,0.00005962892,0.0003246704,0.000394843,0.0003572881,0.0001354244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007584183,0.0001068896,0.00008413765,0.0000144128,0.0001772984,0.00003403139,0.00005675318,0.0002359653,0.9814561,0.01652513,0.00005092077,0.0004999182],"study_design_scores_gemma":[0.001982444,0.0003796967,0.0003171628,0.00003814915,0.0001386417,0.002235194,0.00070784,0.000002604142,0.9651875,0.02405366,0.004519981,0.0004371526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930463,0.003092347,0.0008907047,0.0005736178,0.001164024,0.0001561478,0.00001747106,0.0001069976,0.000952332],"genre_scores_gemma":[0.9934779,0.000356747,0.0005367028,0.0001972113,0.0005886816,0.00002295805,0.000009511052,0.00005980625,0.004750436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626866,"threshold_uncertainty_score":0.9876552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414875903874803,"score_gpt":0.2201928686434794,"score_spread":0.2060441096047314,"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."}}