{"id":"W2952148666","doi":"10.1002/chin.200432294","title":"Palladium Catalyzed Cross‐Coupling Reactions for Phosphorus—Carbon Bond Formation","year":2004,"lang":"en","type":"article","venue":"ChemInform","topic":"Organophosphorus compounds synthesis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Chemistry; Palladium; Catalysis; Phosphorus; Coupling (piping); Coupling reaction; Carbon fibers; Organic chemistry; Metallurgy; Composite number; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000162993,0.0003030595,0.0002768043,0.0000654098,0.0002851881,0.0001569568,0.0003336183,0.0002727346,0.0001835323],"category_scores_gemma":[0.0002559856,0.0003252053,0.0001962004,0.0001861545,0.00008464953,0.0004700503,0.00007825569,0.0002088095,0.00007420567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000788767,"about_ca_system_score_gemma":0.0001555626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495173,"about_ca_topic_score_gemma":0.00001598553,"domain_scores_codex":[0.9982852,7.474332e-8,0.0005861041,0.0003141497,0.0002755257,0.0005389425],"domain_scores_gemma":[0.9986672,0.0001266621,0.0002821323,0.0006056726,0.0001554323,0.000162836],"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":[0.0003776955,0.0002626471,0.0005229274,0.001145614,0.000180914,0.000008271744,0.001957018,0.0002074002,0.9682579,0.001170307,0.001903546,0.02400577],"study_design_scores_gemma":[0.001324105,0.00001041493,0.00005568539,0.0001011056,0.00004786015,0.00002711144,0.0003211197,0.0003946981,0.9633961,0.0007657575,0.03317589,0.0003801794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7069025,0.0003209282,0.00005565364,0.0002494078,0.0002793543,0.00027854,0.00007147519,0.0004704705,0.2913717],"genre_scores_gemma":[0.992739,0.00006964539,0.0009614812,0.00004243179,0.0002595884,0.0001988719,0.0002554573,0.00007308668,0.005400471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2859712,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359467223843597,"score_gpt":0.2409227644563121,"score_spread":0.2273280922178762,"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."}}