{"id":"W4309813924","doi":"10.1149/ma2022-02542021mtgabs","title":"Synthesis of Single-Atom and Dual-Atom Catalyst Using N-Defective C<sub>3</sub>N<sub>4</sub>","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Catalysis; Electrochemistry; Metal; Crystallography; Atom (system on chip); Materials science; X-ray absorption fine structure; Chemistry; Physical chemistry; Electrode; Spectroscopy; Physics; Metallurgy; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006057453,0.0003271654,0.0002905783,0.0002670468,0.000173735,0.0002059679,0.0005874268,0.0005095986,0.0006097436],"category_scores_gemma":[0.0001392707,0.0001991934,0.0002223438,0.000200396,0.0001923689,0.0003073252,0.000271523,0.0002882644,0.0002750774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003109518,"about_ca_system_score_gemma":0.0002171364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008013223,"about_ca_topic_score_gemma":0.0021439,"domain_scores_codex":[0.9999269,0.000003297859,0.00000555066,0.00002112657,0.00002830951,0.0000147577],"domain_scores_gemma":[0.9999563,0.000003726987,0.00001169701,0.000006964483,0.0000094467,0.00001193826],"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":[0.00005497937,0.00001707358,0.0002120342,0.00009479476,0.00001121497,0.0001037556,0.00001261949,0.0002200215,0.9940643,0.000256436,0.000166317,0.004786509],"study_design_scores_gemma":[0.000008022448,0.00006537334,0.0006623799,0.000002540101,0.0000139606,0.0001156376,0.000007075824,0.00177436,0.9954727,0.000049584,0.001821607,0.000006554404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769194,0.001459756,0.01462001,0.0001242943,0.0001502255,0.00007242427,0.0004657421,0.0003886225,0.005799641],"genre_scores_gemma":[0.973641,0.0005514499,0.02189853,0.00004758533,0.00000986742,0.00004320612,0.0003018776,0.00004748777,0.003458877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008013223,"threshold_uncertainty_score":0.002256155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656694439786075,"score_gpt":0.243416941145796,"score_spread":0.2268499967479353,"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."}}