{"id":"W4385190395","doi":"10.1016/j.jcis.2023.07.145","title":"Niobium-doped conductive TiO-TiO2 heterostructure supported bifunctional catalyst for efficient and stable zinc-air batteries","year":2023,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Advanced battery technologies research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Natural Science Foundation of China","keywords":"Bifunctional; Heterojunction; Catalysis; Doping; Materials science; Niobium; Zinc; Electrical conductor; Nanotechnology; Chemical engineering; Inorganic chemistry; Chemistry; Optoelectronics; Metallurgy; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004048674,0.0001228406,0.0001986878,0.0003893937,0.0002106217,0.0001032819,0.0002490614,0.0000475029,0.00002737561],"category_scores_gemma":[0.0001982177,0.0000976164,0.00003079625,0.0006681858,0.0006304715,0.0005146737,0.0001419414,0.000216998,0.000003916883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189415,"about_ca_system_score_gemma":0.0000812603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001368642,"about_ca_topic_score_gemma":0.000002558785,"domain_scores_codex":[0.9989129,0.000008560266,0.0002518122,0.0001810604,0.0003222746,0.0003234436],"domain_scores_gemma":[0.99933,0.00008793661,0.000081812,0.0001148272,0.0002867809,0.00009858117],"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":[0.00005444906,0.000007083427,0.000250191,0.00004534716,0.00002176232,0.000001660562,0.0002000841,0.02646927,0.9699941,0.00004918902,0.002393231,0.0005136303],"study_design_scores_gemma":[0.0007359326,0.0004937458,0.005584589,0.00007528948,0.00001258098,0.0002129419,0.00281084,0.03370347,0.9475754,0.0004060123,0.00817431,0.0002148311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916617,0.0001794046,0.006898963,0.0003733615,0.0004737907,0.0001746028,0.0000513109,0.00006527761,0.0001216386],"genre_scores_gemma":[0.9979861,0.00007536403,0.001435884,0.00002135886,0.00003000486,0.000008336923,0.000001627954,0.00001189149,0.0004294325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02241864,"threshold_uncertainty_score":0.3980681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679586487995316,"score_gpt":0.2827305872210393,"score_spread":0.2659347223410862,"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."}}