{"id":"W4382933573","doi":"10.1016/j.isci.2023.107275","title":"Intrinsic and external active sites of single-atom catalysts","year":2023,"lang":"en","type":"review","venue":"iScience","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Heteroatom; Catalysis; Active site; Atom (system on chip); Nanotechnology; Chemistry; Combinatorial chemistry; Materials science; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002064959,0.000713961,0.0005990612,0.001266479,0.0002040264,0.0007168733,0.0005872244,0.0007029906,0.002652209],"category_scores_gemma":[0.0002360482,0.000364097,0.0004595358,0.001006357,0.0002685694,0.0008730923,0.0005325828,0.001143444,0.00158357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463297,"about_ca_system_score_gemma":0.0003887721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947334,"about_ca_topic_score_gemma":0.0009256433,"domain_scores_codex":[0.9998149,0.00001684429,0.00001510531,0.00004103372,0.00008525623,0.00002691447],"domain_scores_gemma":[0.9999423,0.00002195162,0.00001225734,0.000004446372,0.00001484737,0.000004113297],"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":[0.00007563732,0.0001204882,0.0003127208,0.04785356,0.0001319827,0.0005750267,0.0001536877,0.001323788,0.101051,0.03993546,0.0219809,0.7864859],"study_design_scores_gemma":[0.000007054985,0.0000877163,0.0005169158,0.001667382,0.00007090847,0.0008630654,0.00005329795,0.0005326103,0.02930419,0.003111283,0.9637659,0.00001971462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00419274,0.9739563,0.003159579,0.0003384791,0.0004022176,0.00003121182,0.0001432209,0.0000531247,0.01772302],"genre_scores_gemma":[0.02359073,0.9663389,0.003020593,0.0002408895,0.0001890845,0.00006643323,0.0002139121,0.00001519286,0.006324233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002652209,"threshold_uncertainty_score":0.008872509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06611261303116353,"score_gpt":0.3558587255985664,"score_spread":0.2897461125674028,"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."}}