{"id":"W7127647013","doi":"10.18280/acsm.490612","title":"Harmful Gas Molecule Detection Using Lithium Doped Graphene: Theoretical Analysis of Adsorption and Gas-Sensing Properties","year":2025,"lang":"","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Graphene research and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adsorption; Molecule; Lithium (medication); Doping","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128605,0.0003841165,0.0002328517,0.0005169799,0.0002614764,0.0001818694,0.00060771,0.000560484,0.0007871823],"category_scores_gemma":[0.0003494233,0.0001316244,0.0003611617,0.0003759676,0.0002742279,0.0003348396,0.0001627887,0.0002315058,0.00009339799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273798,"about_ca_system_score_gemma":0.000162706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770171,"about_ca_topic_score_gemma":0.001965833,"domain_scores_codex":[0.9999307,0.00001351578,0.000002590305,0.000007539278,0.00003189156,0.0000136021],"domain_scores_gemma":[0.9999291,0.00004286056,0.000005394544,0.000008066881,0.00001107316,0.000003524287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003078436,0.0001708723,0.005398242,0.00106956,0.0001424979,0.0009956987,0.0002017486,0.5457304,0.3682088,0.03797544,0.0006671965,0.03913167],"study_design_scores_gemma":[0.00001003544,0.00009143446,0.002430257,0.0000175563,0.00002800763,0.00009228157,0.00004499341,0.9432235,0.04965786,0.003604062,0.0007745491,0.00002546019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440293,0.001835469,0.04345113,0.000254302,0.00004814842,0.00003156799,0.0002076782,0.0001587003,0.009983704],"genre_scores_gemma":[0.9924225,0.0003845,0.006719111,0.00002077078,0.00000403893,0.00001736692,0.00006726012,0.000008241035,0.0003561953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001770171,"threshold_uncertainty_score":0.003519773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019282755045242,"score_gpt":0.310111614854274,"score_spread":0.2699187873038216,"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."}}