{"id":"W2998476492","doi":"10.1016/j.jechem.2019.12.023","title":"Interface electron collaborative migration of Co–Co3O4/carbon dots: Boosting the hydrolytic dehydrogenation of ammonia borane","year":2019,"lang":"en","type":"article","venue":"Journal of Energy Chemistry","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Ammonia borane; Noble metal; Catalysis; Dehydrogenation; Hydrogen storage; Hydrogen; Hydrogen production; Nanoparticle; Materials science; Chemical engineering; Molecule; Chemistry; Inorganic chemistry; Nanotechnology; Photochemistry; 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":[0.00006674898,0.0001932891,0.0001532554,0.0001087635,0.0001565768,0.0002951526,0.0002977182,0.0003694477,0.00208635],"category_scores_gemma":[0.0001205259,0.0001085088,0.0001081485,0.00009060191,0.0001412778,0.0002724501,0.0002257712,0.0002695745,0.0003101628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247963,"about_ca_system_score_gemma":0.00008769237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000519619,"about_ca_topic_score_gemma":0.001330114,"domain_scores_codex":[0.9999309,0.000005522897,0.000002767068,0.00002007351,0.00001793191,0.00002296682],"domain_scores_gemma":[0.999948,0.00001235027,0.000009426085,0.000006550114,0.000011664,0.00001192313],"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":[0.0001468454,0.00004297262,0.00007195324,0.00005632023,0.000005349684,0.00004580017,0.00002230181,0.0002141733,0.996559,0.0002559554,0.0001552393,0.00242418],"study_design_scores_gemma":[0.00001717895,0.0001138287,0.0003880153,0.000003197167,0.000005635153,0.00002364368,0.00001791072,0.003676764,0.9949883,0.0000419616,0.0007187462,0.000004688309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957646,0.0002778096,0.001265921,0.00007788463,0.00005878356,0.00001059468,0.00004404504,0.00007013391,0.002430119],"genre_scores_gemma":[0.9977955,0.00009246297,0.0007924867,0.00002978223,0.000006413473,0.000007795565,0.00002463412,0.00001208041,0.001238803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00208635,"threshold_uncertainty_score":0.006979525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003897032271570378,"score_gpt":0.232784750470064,"score_spread":0.2288877181984937,"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."}}