{"id":"W2158400444","doi":"10.1039/c3ob26537d","title":"New trends in bismuth-catalyzed synthetic transformations","year":2013,"lang":"en","type":"article","venue":"Organic & Biomolecular Chemistry","topic":"Asymmetric Hydrogenation and Catalysis","field":"Chemistry","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Centre in Green Chemistry and Catalysis","keywords":"Bismuth; Catalysis; Chemistry; Nanotechnology; Selection (genetic algorithm); Combinatorial chemistry; Biochemical engineering; Organic chemistry; Materials science; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007382524,0.0002615027,0.0002541405,0.0001772194,0.00006834939,0.00007941569,0.0004153477,0.0002438053,0.05313732],"category_scores_gemma":[0.00006537253,0.0002728083,0.0001737868,0.001785276,0.00004425685,0.0001594075,0.00005193962,0.0002200351,0.0007057645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590066,"about_ca_system_score_gemma":0.0001153998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001431237,"about_ca_topic_score_gemma":0.000007301763,"domain_scores_codex":[0.9984288,0.000009993389,0.0004417521,0.0004001886,0.0003331903,0.0003860741],"domain_scores_gemma":[0.9989563,0.00002017854,0.0001006547,0.000591479,0.00005992316,0.00027153],"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":[0.000002362444,0.00007278045,0.00005017995,0.00004287345,0.00004936767,0.00001206947,0.0001463987,5.046255e-7,0.9699551,0.000009343688,0.0008555238,0.02880345],"study_design_scores_gemma":[0.0007679657,0.000002082049,0.00004882058,0.00002313039,0.00005354562,0.00004439892,0.0002117678,0.0003887289,0.9943376,0.00006957482,0.003730727,0.0003216538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.476508,0.002180398,0.1679053,0.004570558,0.0001275191,0.0002709345,0.0000935933,0.0008653325,0.3474784],"genre_scores_gemma":[0.9922135,0.00003000421,0.0002610821,0.00007001597,0.00005661017,0.0000304395,0.0004603492,0.00004577811,0.006832197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5157056,"threshold_uncertainty_score":0.9999724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004695557753522565,"score_gpt":0.2065821811922836,"score_spread":0.2018866234387611,"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."}}