{"id":"W4225369451","doi":"10.1002/adfm.202202571","title":"Rational Design of Coordination Bond Connected Metal Organic Frameworks/MXene Hybrids for Efficient Solar Water Splitting","year":2022,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Liaoning Revitalization Talents Program; Canada First Research Excellence Fund; Liaoning University; Department of Education of Liaoning Province; National Natural Science Foundation of China; State Government of Victoria; RMIT University; Commonwealth Scientific and Industrial Research Organisation; University of Calgary","keywords":"Photocatalysis; Materials science; Heterojunction; Metal-organic framework; Water splitting; Metal; Photochemistry; Nanotechnology; Chemical engineering; Catalysis; Physical chemistry; Chemistry; Organic chemistry; Optoelectronics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007421531,0.0002273554,0.0003904829,0.00008031702,0.0005493551,0.00004504536,0.0002035905,0.0001483552,0.02307913],"category_scores_gemma":[0.0005000797,0.0002076735,0.0001113338,0.0001740345,0.00005824999,0.0001049681,0.0001307826,0.0002263222,0.00002859372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415187,"about_ca_system_score_gemma":0.00008311671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002536698,"about_ca_topic_score_gemma":1.604906e-7,"domain_scores_codex":[0.9979973,0.00008080742,0.000706893,0.0004646403,0.0004360776,0.0003142574],"domain_scores_gemma":[0.9982538,0.0007398821,0.0003407139,0.0003297373,0.0002763875,0.00005950277],"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":[0.0002981973,0.0002096642,0.000005779477,0.00006531937,0.000101521,5.359487e-7,0.00004767728,0.02471045,0.965631,0.008189948,0.0003160796,0.0004237992],"study_design_scores_gemma":[0.0007388738,0.0000569045,0.00004844847,0.00002459189,0.00009530823,0.00001609799,0.0001850406,0.002117021,0.9879445,0.005947994,0.002580609,0.0002445923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6307095,0.0000871616,0.3669756,0.0004800428,0.0006175828,0.0004657898,0.0004937258,0.00009280816,0.00007783534],"genre_scores_gemma":[0.9803088,0.000004166725,0.01634843,0.0001256163,0.0002866603,0.001051137,0.001229439,0.00005961382,0.0005861501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3506271,"threshold_uncertainty_score":0.9778139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582397532182091,"score_gpt":0.2316007663557256,"score_spread":0.2157767910339047,"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."}}