{"id":"W6991797910","doi":"","title":"Increased yields and simplified purification with a second-generation cobalt catalyst for the oxidative formation of trans-THF rings.","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Catalytic C–H Functionalization Methods","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Cobalt; Oxidative phosphorylation; Yield (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":[],"consensus_categories":[],"category_scores_codex":[0.0004076404,0.000212295,0.0002320467,0.0001756904,0.0002763972,0.0001202117,0.0002735413,0.0001648842,0.0000531573],"category_scores_gemma":[0.00008601689,0.0001910634,0.00007512017,0.0003536316,0.0001034187,0.001161843,0.00002977604,0.0002042061,0.000002448722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393395,"about_ca_system_score_gemma":0.000087903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006357715,"about_ca_topic_score_gemma":0.0007974393,"domain_scores_codex":[0.9988035,0.00007385646,0.00029888,0.000351674,0.0002766891,0.0001954118],"domain_scores_gemma":[0.9985605,0.0002630918,0.0003462943,0.00039671,0.0003313058,0.0001021218],"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":[0.001363141,0.000242087,0.1240266,0.0004461374,0.0002485538,0.000008489264,0.002447059,0.0003892164,0.8641433,0.00163766,0.0000112435,0.005036477],"study_design_scores_gemma":[0.003468141,0.0002233111,0.2945338,0.000148004,0.0004857185,0.00005571262,0.0009863052,0.0001215168,0.6964579,0.0001715346,0.002883185,0.0004648151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8979487,0.00005865088,0.1009477,0.0002501611,0.00004115694,0.0003611882,0.0001235917,0.0000594367,0.000209414],"genre_scores_gemma":[0.9974185,0.00002436062,0.0004280438,0.0001511203,0.00009572587,0.000006709229,0.0005180818,0.00001855974,0.001338919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705072,"threshold_uncertainty_score":0.7791341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08192505155166942,"score_gpt":0.3033397110702822,"score_spread":0.2214146595186128,"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."}}