{"id":"W4408386059","doi":"10.1002/adsc.202500008","title":"A Photo‐Dual Catalytic Strategy for Azo Compound Synthesis","year":2025,"lang":"en","type":"article","venue":"Advanced Synthesis & Catalysis","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Shared Hierarchical Academic Research Computing Network; Alliance de recherche numérique du Canada","keywords":"Chemistry; Catalysis; Dual (grammatical number); Combinatorial chemistry; Photochemistry; Nanotechnology; 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":[0.000130932,0.0003068791,0.0001800235,0.0002346751,0.000195546,0.0002835525,0.0003753402,0.0003601961,0.001268842],"category_scores_gemma":[0.0001200084,0.000148646,0.0001740662,0.000176436,0.0001880886,0.0002943492,0.0002910685,0.0006021573,0.0005868507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004394892,"about_ca_system_score_gemma":0.0003603984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006434262,"about_ca_topic_score_gemma":0.001105708,"domain_scores_codex":[0.9998764,0.00001032235,0.000008385516,0.00003851463,0.00003636164,0.00003006855],"domain_scores_gemma":[0.9999635,0.000005796919,0.000008413476,0.000006172342,0.000008649914,0.000007305844],"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":[0.00002606124,0.00005387433,0.000088411,0.0001596795,0.00001066327,0.0001262741,0.00002786149,0.0006280028,0.9863657,0.002894556,0.0004981309,0.009120775],"study_design_scores_gemma":[0.000009469152,0.00006947334,0.0001841571,0.000004278163,0.000007725159,0.0001228025,0.00000810747,0.003246105,0.9910788,0.0002312869,0.005029734,0.00000807534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.791525,0.006080873,0.156603,0.0008859651,0.0004132322,0.0003924119,0.001052161,0.001233695,0.04181379],"genre_scores_gemma":[0.9732299,0.001161856,0.02250952,0.00006344255,0.00001424666,0.0000656764,0.0001535245,0.00002474705,0.002777034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268842,"threshold_uncertainty_score":0.004244685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165025531533223,"score_gpt":0.2790756352689337,"score_spread":0.2625730821156114,"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."}}