{"id":"W4235173523","doi":"10.1002/chin.201121217","title":"ChemInform Abstract: The Palladium‐Catalyzed Synthesis of Aromatic Heterocycles","year":2011,"lang":"en","type":"article","venue":"ChemInform","topic":"Catalytic Cross-Coupling Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chemistry; Palladium; Catalysis; Organic chemistry; Combinatorial chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001847257,0.0002831085,0.0003490416,0.00005505963,0.0001393781,0.00004772226,0.0006927918,0.0002037833,0.004344016],"category_scores_gemma":[0.0004107343,0.0002146682,0.0002739383,0.0001524645,0.0003686941,0.0002598555,0.0001406399,0.000262915,0.0002164237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288668,"about_ca_system_score_gemma":0.00008324325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045112,"about_ca_topic_score_gemma":0.00002096346,"domain_scores_codex":[0.9983568,4.020229e-9,0.0006921082,0.0002210442,0.0003379445,0.0003920579],"domain_scores_gemma":[0.9979351,0.0003637231,0.0004483277,0.001057586,0.00006806973,0.0001271957],"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":[0.0001364149,0.0003453635,0.0004265219,0.001337543,0.0004223629,0.00001056873,0.007681582,4.63829e-7,0.6628881,0.0001392655,0.005020128,0.3215917],"study_design_scores_gemma":[0.0002447332,0.000003310921,0.00147665,0.0001430301,0.0001025395,0.00005125424,0.001441673,0.00001446963,0.9942718,0.0001782256,0.001825967,0.0002463765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5030013,0.00004070176,5.525792e-8,0.00002347386,0.00005595612,0.00006961189,0.00003252842,0.00009744577,0.496679],"genre_scores_gemma":[0.9935969,0.0000288485,0.00001349813,0.00001794591,0.0000897607,0.00009015806,0.00005155324,0.00003670743,0.006074679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4906043,"threshold_uncertainty_score":0.9965662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416219862801228,"score_gpt":0.2422557899167367,"score_spread":0.2180935912887244,"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."}}