{"id":"W2007836894","doi":"10.1139/v05-048","title":"Review on green chemistry Suzuki cross coupling in aqueous media","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Aqueous medium; Suzuki reaction; Coupling reaction; Environmentally friendly; Aqueous solution; Green chemistry; Combinatorial chemistry; Organic chemistry; Catalysis; Nanotechnology; Reaction mechanism; Palladium","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003514494,0.000306755,0.0005616075,0.00003473573,0.00007489995,0.00006583169,0.0006996671,0.0003068292,0.009246488],"category_scores_gemma":[0.0006242468,0.0002990829,0.0002726622,0.0001724527,0.0001572735,0.0001083183,0.0000239838,0.0009549331,0.0000313938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007403697,"about_ca_system_score_gemma":0.0009120853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007471914,"about_ca_topic_score_gemma":0.0008529715,"domain_scores_codex":[0.9978959,0.000003303606,0.0008931542,0.0002906855,0.0003203428,0.0005965978],"domain_scores_gemma":[0.9977782,0.0001755211,0.0003876302,0.0003953135,0.0001645287,0.00109877],"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":[0.00006445335,0.0001355129,0.006004894,0.004896632,0.00009401908,0.0009652909,0.0001680903,0.0003087283,0.9390182,0.000002747953,0.01379467,0.03454674],"study_design_scores_gemma":[0.0006181694,0.000003996097,0.00008449403,0.005479583,0.00002937769,0.0003381841,0.00004213486,0.0001008324,0.8639917,0.00005286848,0.1288827,0.000375953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357542,0.045415,6.417842e-7,0.00170789,0.00004606871,0.0000279405,0.00005375899,0.00001345512,0.01698103],"genre_scores_gemma":[0.9942352,0.0020042,0.0000388888,0.0008729483,0.001456559,0.000004495163,0.00002344633,0.00004714081,0.001317188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150881,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337071203184386,"score_gpt":0.2386578863544399,"score_spread":0.225287174322596,"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."}}