{"id":"W2911196705","doi":"10.1039/c8ee02790k","title":"Principles of photothermal gas-phase heterogeneous CO<sub>2</sub> catalysis","year":2019,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":514,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Alexander von Humboldt-Stiftung","keywords":"Photothermal therapy; Catalysis; Nanotechnology; Gas phase; Phase (matter); Heterogeneous catalysis; Absorption (acoustics); Broad spectrum; Materials science; Chemistry; Combinatorial chemistry; Physical chemistry; 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"],"consensus_categories":[],"category_scores_codex":[0.0002964285,0.0003132337,0.0003796015,0.0002301893,0.0001694888,0.0000292495,0.000911119,0.00009187082,0.0005975368],"category_scores_gemma":[0.0000155022,0.0003017869,0.0001894227,0.0004820017,0.001125441,0.0004735333,0.0003579544,0.0001109697,0.0002091143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383079,"about_ca_system_score_gemma":0.00004557038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002580348,"about_ca_topic_score_gemma":0.00007950114,"domain_scores_codex":[0.9971689,0.00005203669,0.000496999,0.0008191277,0.0008738048,0.0005891063],"domain_scores_gemma":[0.9983639,0.00004741535,0.0003178375,0.001045191,0.00001142567,0.000214199],"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":[0.00003899643,0.0003193449,0.0007498931,0.000004671215,0.0000254141,0.00001175866,0.0001127873,0.008543245,0.9728059,0.0009188155,0.000003388278,0.01646578],"study_design_scores_gemma":[0.0004378931,0.0002053108,0.0004053896,0.00001348699,0.00002316235,0.00002517699,0.00005988696,0.001774077,0.9875044,0.00009321616,0.009129586,0.000328433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902244,0.0001060109,0.000449885,0.000006277334,0.00006608148,0.0001782767,0.00003298646,0.0001053462,0.008830777],"genre_scores_gemma":[0.9982304,0.0001397254,0.0009399535,0.000112515,0.00002815543,0.00006964165,0.00007552009,0.0000467711,0.0003573154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01613734,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00806455435986304,"score_gpt":0.2387957751413201,"score_spread":0.230731220781457,"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."}}