{"id":"W2141557837","doi":"10.1155/s1110662x01000010","title":"Photo‐induced processes in heterogeneous nanosystems. From photoexcitation to interfacial chemical transformations","year":2001,"lang":"en","type":"article","venue":"International Journal of Photoenergy","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photoexcitation; Photocatalysis; Absorption (acoustics); Anatase; Materials science; Charge carrier; Oxide; Band gap; Photochemistry; Titanium dioxide; Nanotechnology; Chemical physics; Chemistry; Optoelectronics; Atomic physics; Physics; 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":[0.0001733722,0.0002636771,0.0004219665,0.0007590528,0.00003399492,0.00009148509,0.0008888066,0.0001432089,0.0003970087],"category_scores_gemma":[0.0003241497,0.0002571093,0.0001854814,0.0005591302,0.00002992546,0.0006437284,0.00006168155,0.0002574877,0.00003100677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004914119,"about_ca_system_score_gemma":0.0001554075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861563,"about_ca_topic_score_gemma":0.004378424,"domain_scores_codex":[0.9973589,0.00007582002,0.001241059,0.0002746329,0.0007742515,0.0002753274],"domain_scores_gemma":[0.9980799,0.0001548458,0.0004841581,0.0001990359,0.0009104683,0.0001715934],"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":[0.001087976,0.0003472563,0.0003256683,0.00001125912,0.0002343383,0.0002894993,0.002062153,0.01090286,0.9739417,0.0002129799,0.00013802,0.01044625],"study_design_scores_gemma":[0.001095574,0.0001451584,0.00008371213,0.0002572103,0.00002256407,0.0003075416,0.0002454972,0.0006285243,0.9718587,0.002343886,0.02273938,0.0002722963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889115,0.00008684693,0.007863048,0.0002543896,0.0007069578,0.0002174982,0.00003835203,0.00006374561,0.001857649],"genre_scores_gemma":[0.9964213,0.0001132692,0.002312502,0.0004828218,0.0004271914,0.00009419499,0.00006786867,0.00004185157,0.0000389374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02260136,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761463453359715,"score_gpt":0.2964032334026606,"score_spread":0.2787885988690634,"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."}}