{"id":"W2774144997","doi":"10.1088/1361-6528/aa9fb1","title":"A review on photocatalytic CO <sub>2</sub> reduction using perovskite oxide nanomaterials","year":2017,"lang":"en","type":"review","venue":"Nanotechnology","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Nanomaterials; Perovskite (structure); Materials science; Photocatalysis; Oxide; Nanotechnology; Semiconductor; Catalysis; Chemical engineering; Optoelectronics; Chemistry; Metallurgy; Organic chemistry","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008034974,0.001416581,0.005456985,0.001206279,0.0004432822,0.00008910555,0.002042058,0.002720206,0.00006682478],"category_scores_gemma":[0.0008904055,0.00127672,0.001139707,0.0007039095,0.0006302801,0.0002698869,0.0004578662,0.001234024,0.00105993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061527,"about_ca_system_score_gemma":0.0004055174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149236,"about_ca_topic_score_gemma":0.00001806508,"domain_scores_codex":[0.9944572,0.0003858126,0.001991562,0.001793593,0.0003931322,0.0009786718],"domain_scores_gemma":[0.9919195,0.0001424613,0.002988151,0.004668167,0.0001517918,0.0001299982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001569265,0.00008098898,1.50619e-8,0.02610655,0.0002527323,0.00007615709,0.000004477291,0.000002751387,0.05995844,0.0007774783,0.0008909485,0.9118338],"study_design_scores_gemma":[0.000118982,0.00009405075,5.260791e-9,0.06097337,0.00115009,0.0009314074,0.000001416138,0.000002219612,0.2391632,0.0006533226,0.6961216,0.0007903442],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004146594,0.9924866,0.0001680759,0.00002914033,0.0005333011,0.004108833,0.00009136641,0.001748618,0.0004193953],"genre_scores_gemma":[0.0001110675,0.9951574,0.001143042,0.0001332138,0.0002293991,0.002121414,0.0005944826,0.0003810996,0.0001289436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9110434,"threshold_uncertainty_score":0.9998584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0805323734795243,"score_gpt":0.381322417967889,"score_spread":0.3007900444883647,"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."}}