{"id":"W4409505747","doi":"10.3390/catal15040383","title":"High-Pressure CO2 Photoreduction, Flame Spray Pyrolysis and Type-II Heterojunctions: A Promising Synergy","year":2025,"lang":"en","type":"article","venue":"Catalysts","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Environmental science","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":[0.000129994,0.0004119553,0.0002508364,0.0002325012,0.000109975,0.0004978004,0.000449705,0.000486474,0.0008804313],"category_scores_gemma":[0.0001075743,0.0002217305,0.0002886664,0.0001902828,0.0001942606,0.0004797173,0.0002647008,0.0003540103,0.0003295989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162341,"about_ca_system_score_gemma":0.0001055841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009700156,"about_ca_topic_score_gemma":0.0003310595,"domain_scores_codex":[0.9998853,0.000008510791,0.000005110721,0.00002884493,0.00004959978,0.00002261248],"domain_scores_gemma":[0.9999577,0.00001267613,0.000007930562,0.000007346436,0.000007059927,0.000007251243],"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":[0.00005145361,0.00004738895,0.0002986472,0.0001925488,0.00002481475,0.000179145,0.00001892108,0.0002358545,0.9872149,0.000937684,0.0001166982,0.01068196],"study_design_scores_gemma":[0.00001380528,0.0003471397,0.001126414,0.00001242468,0.00003342746,0.000577578,0.00002578265,0.001861127,0.9904411,0.0003827692,0.005169381,0.000009132809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202133,0.02173918,0.03874326,0.0003713192,0.0003471512,0.00009250737,0.0001609247,0.0004477553,0.01788462],"genre_scores_gemma":[0.9829133,0.003281611,0.01037134,0.00006746205,0.00004230256,0.00002143391,0.00008387648,0.00004030322,0.003178461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008804313,"threshold_uncertainty_score":0.002945304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007110031457187198,"score_gpt":0.2519406126986919,"score_spread":0.2448305812415047,"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."}}