{"id":"W3211476871","doi":"10.1021/acsanm.1c01014","title":"Review of Hybrid 1D/2D Photocatalysts for Light-Harvesting Applications","year":2021,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; China Postdoctoral Science Foundation; University of Electronic Science and Technology of China; Shastri Indo-Canadian Institute; Mitacs; Canada Research Chairs","keywords":"Renewable energy; Photocatalysis; Nanotechnology; Population; Solar energy; Environmental science; Materials science; Biochemical engineering; Process engineering; Computer science; Chemistry; Electrical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000327623,0.0009390734,0.0009056618,0.001783775,0.0003237135,0.0007712359,0.0006436328,0.0007445883,0.002224068],"category_scores_gemma":[0.0002687928,0.0004964366,0.000680507,0.002328581,0.0001994686,0.001185945,0.0005330769,0.0007322207,0.001203585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308117,"about_ca_system_score_gemma":0.0004935234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007797869,"about_ca_topic_score_gemma":0.001311925,"domain_scores_codex":[0.9998374,0.00001876563,0.00002575083,0.00003960262,0.00005433579,0.00002409307],"domain_scores_gemma":[0.9998901,0.00003859495,0.00002511033,0.000006249049,0.00002955229,0.00001030905],"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":[0.0001430826,0.0002268846,0.0004903964,0.06774943,0.0002912242,0.0006646555,0.0002178213,0.002274211,0.1425394,0.01418275,0.04354679,0.7276734],"study_design_scores_gemma":[0.00001282649,0.0002954702,0.0009303241,0.001529321,0.0002038046,0.001061158,0.00006908853,0.001095141,0.02832668,0.001502772,0.964932,0.00004143326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002358608,0.9911862,0.001449169,0.0002688153,0.0003869545,0.00001948294,0.00009733486,0.00003157428,0.004201928],"genre_scores_gemma":[0.01052992,0.9841788,0.001732299,0.0003091737,0.0002429757,0.00003650255,0.0001800196,0.00001348813,0.00277685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002224068,"threshold_uncertainty_score":0.007440209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729028402342107,"score_gpt":0.2867204529440046,"score_spread":0.2694301689205835,"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."}}