{"id":"W4410904878","doi":"10.5267/j.ccl.2025.5.001","title":"Chemical design, preparation, agricultural bioefficacy valuation, and molecular docking of some pyridine containing compounds","year":2025,"lang":"en","type":"article","venue":"Current Chemistry Letters","topic":"Chemical synthesis and pharmacological studies","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Al-Azhar University; Zagazig University","keywords":"Chemistry; Pyridine; Docking (animal); Valuation (finance); Organic chemistry; Combinatorial chemistry; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001472076,0.0003987162,0.0004078604,0.0003037497,0.0001908728,0.0003176817,0.0004695985,0.0002148164,0.001390724],"category_scores_gemma":[0.0001759513,0.0001737062,0.000323975,0.0003493037,0.0001330161,0.00021484,0.0002374951,0.0004810266,0.0003043776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049951,"about_ca_system_score_gemma":0.0003124806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444773,"about_ca_topic_score_gemma":0.002356467,"domain_scores_codex":[0.9999348,0.00001173206,0.00000506327,0.0000128625,0.00002194689,0.00001361418],"domain_scores_gemma":[0.9999722,0.000004339362,0.000007970849,0.000003074974,0.000006291597,0.000006089871],"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":[0.0006010933,0.0008029068,0.001531946,0.001253703,0.0001183762,0.0008034321,0.00007672825,0.1056877,0.8286926,0.003934975,0.0009866446,0.05550987],"study_design_scores_gemma":[0.0002805097,0.005192717,0.003585525,0.00006904704,0.0002079768,0.0005333347,0.00009957217,0.1148455,0.8550178,0.0006886991,0.0193966,0.00008282817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562317,0.008599681,0.02283491,0.0003080166,0.00006092337,0.0003304147,0.00113823,0.0002602735,0.01023605],"genre_scores_gemma":[0.9679313,0.006228659,0.02237164,0.00006226119,0.000009854976,0.0002103096,0.0006516025,0.00001766582,0.002516746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001444773,"threshold_uncertainty_score":0.004652441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252074327193259,"score_gpt":0.3029112507446564,"score_spread":0.2703905074727238,"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."}}