{"id":"W4412557708","doi":"10.59761/rcr5163","title":"Benzoannulation of aromatic heterocycles: advances in the 21st century","year":2025,"lang":"en","type":"article","venue":"Russian Chemical Reviews","topic":"Chemical Synthesis and Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre in Green Chemistry and Catalysis","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0001595907,0.0001335015,0.0003542735,0.00002858332,0.00002979539,0.00001367134,0.0002810928,0.0001023132,0.0002180359],"category_scores_gemma":[0.0002713599,0.00007969082,0.000192086,0.0002215109,0.00006778443,0.0000775207,0.00003289316,0.0002016304,0.00001976843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005674455,"about_ca_system_score_gemma":0.0000127923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006376154,"about_ca_topic_score_gemma":0.000002907085,"domain_scores_codex":[0.9989017,0.00002584543,0.000578859,0.000194927,0.0001369894,0.0001616995],"domain_scores_gemma":[0.9991999,0.0002445063,0.0001669357,0.0003492305,0.000005281078,0.0000340999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001321533,0.0003253112,0.0006988823,0.001632393,0.00001522918,8.715514e-7,0.0001652147,9.67719e-7,0.7292751,0.006455463,0.0002869802,0.2611304],"study_design_scores_gemma":[0.0002353223,0.00000247157,0.000342833,0.00191962,0.00005235196,0.000003567654,0.0002421225,0.00003170827,0.3285782,0.003182131,0.6652524,0.0001572399],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3237245,0.1466225,0.00005463378,0.002128937,0.0001212218,0.00048142,0.00001695085,0.00005827982,0.5267916],"genre_scores_gemma":[0.970575,0.02889358,0.0001855702,0.0001249291,0.00005988214,0.00006563804,0.00002037586,0.000006744818,0.00006828734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6649654,"threshold_uncertainty_score":0.3249697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280143572467248,"score_gpt":0.2851799529576087,"score_spread":0.2723785172329363,"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."}}