{"id":"W4206430850","doi":"10.1002/ange.202115030","title":"Metal‐Catalyzed Organic Reactions by Resonant Acoustic Mixing**","year":2022,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Genentech; Government of Canada","keywords":"Catalysis; Ruthenium; Mechanosynthesis; Metathesis; Mechanochemistry; Chemistry; Ring-closing metathesis; Metal; Ball mill; Organic synthesis; Copper; Mixing (physics); Combinatorial chemistry; Materials science; Organic chemistry; Metallurgy","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":[0.0003695593,0.0005671892,0.0002589854,0.0002979133,0.0002168728,0.0003633378,0.0005919414,0.0003990333,0.001770973],"category_scores_gemma":[0.0003474718,0.0002499555,0.0002943879,0.0001893596,0.0004755682,0.0004859672,0.0006479464,0.0006407324,0.0008554469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292509,"about_ca_system_score_gemma":0.0002266439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002011372,"about_ca_topic_score_gemma":0.0003167363,"domain_scores_codex":[0.9996301,0.00005188044,0.00002939206,0.00009067789,0.0001169897,0.00008082937],"domain_scores_gemma":[0.9998667,0.00004638367,0.00004002253,0.00002187942,0.00001276842,0.00001216096],"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":[0.00003228262,0.00003274081,0.00004591218,0.0001512873,0.000008045802,0.00005149055,0.00003305618,0.0002479079,0.9891087,0.002757624,0.0002485274,0.007282456],"study_design_scores_gemma":[0.00001117963,0.00009092161,0.00007553771,0.000003233836,0.000006237123,0.00006754169,0.000006004484,0.001034525,0.9932315,0.0002089555,0.005255785,0.000008507001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7262807,0.007420991,0.2280341,0.001405785,0.0005299278,0.0003925307,0.0003879193,0.002498083,0.03304986],"genre_scores_gemma":[0.9383944,0.00155476,0.05693981,0.000124791,0.00005238784,0.0001298876,0.0001034602,0.00007394862,0.002626598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001770973,"threshold_uncertainty_score":0.005924523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009851295451742258,"score_gpt":0.2214904353189175,"score_spread":0.2116391398671753,"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."}}