{"id":"W2051611733","doi":"10.1021/ed085p555","title":"\"Greening Up\" the Suzuki Reaction","year":2008,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Catalytic Cross-Coupling Reactions","field":"Chemistry","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Greening; Chemistry; Nanotechnology; Engineering physics; Engineering ethics; Environmental science; Biochemical engineering; Political science; Engineering; Materials science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001481082,0.00008428392,0.0001219609,0.00004438627,0.0001114071,0.00002778582,0.0001781237,0.00008411115,0.0001660549],"category_scores_gemma":[0.0004986468,0.00006322773,0.0001310452,0.000130788,0.00009855396,0.0002010816,0.00001702162,0.0004586543,0.00002038799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456635,"about_ca_system_score_gemma":0.0004640432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003978917,"about_ca_topic_score_gemma":5.947442e-7,"domain_scores_codex":[0.9991444,3.87344e-7,0.0003665419,0.00009056682,0.0002803146,0.0001177934],"domain_scores_gemma":[0.9988688,0.0001479394,0.0003974766,0.0002070522,0.000295223,0.00008351211],"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":[0.00003180275,0.0001139771,0.0006921597,0.00001125154,0.0000204369,0.000001365681,0.0005519792,0.000004170459,0.9871031,0.00002819191,0.007722368,0.00371922],"study_design_scores_gemma":[0.0002188549,0.000006129,0.000901881,0.00005452822,0.00004862162,0.002211024,0.0005759669,0.00005198852,0.9835439,0.0002978413,0.01200834,0.00008086331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968449,0.0001740438,0.00001756204,0.001330836,0.0007283366,0.00001969417,9.340677e-7,0.00001679236,0.0008669134],"genre_scores_gemma":[0.9970287,0.00004241407,0.0000580096,0.00006911782,0.001530284,0.000003206927,0.00001007817,0.00001354443,0.001244607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004285971,"threshold_uncertainty_score":0.2578352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086011512959816,"score_gpt":0.2961843698827481,"score_spread":0.2753242547531499,"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."}}