{"id":"W2119477357","doi":"10.51847/esnscql","title":"10.51847/EsnScqL","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Azadirachta; Biological activity; Broad spectrum; Traditional medicine; Biology; Biotechnology; Chemistry; Botany; Biochemistry; Medicine; Combinatorial chemistry; In vitro","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007111467,0.001427072,0.0006931841,0.002339469,0.00130271,0.00271068,0.00186599,0.00304178,0.947376],"category_scores_gemma":[0.001437929,0.0003976279,0.0006358557,0.002442118,0.0007656286,0.002258362,0.002498269,0.001263618,0.9649767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108882,"about_ca_system_score_gemma":0.0008685249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532533,"about_ca_topic_score_gemma":0.003785797,"domain_scores_codex":[0.9995533,0.00003817831,0.00003782762,0.0001268932,0.0001744401,0.00006947473],"domain_scores_gemma":[0.9988301,0.0001772934,0.00004958341,0.0002657201,0.0004066504,0.0002707212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001517515,0.0001537447,0.0007891168,0.0002478193,0.00001737544,0.0002269931,0.00005652138,0.0005363759,0.003425212,0.006731627,0.3732289,0.6144345],"study_design_scores_gemma":[0.0000248035,0.00002570245,0.0004470689,0.00009744285,0.000007541051,0.0001771875,0.00004464971,0.0004841476,0.000782416,0.001354349,0.9965422,0.00001257917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001078348,0.0004752667,0.003218297,0.0008799518,0.0007169503,0.0001003952,0.0025364,0.003091174,0.9879032],"genre_scores_gemma":[0.003479715,0.0002852805,0.001751947,0.0005605394,0.00008404231,0.00005611944,0.003378956,0.0004157618,0.9899878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05262399,"threshold_uncertainty_score":0.07506168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036996525025063,"score_gpt":0.2285493063055627,"score_spread":0.2181793410553121,"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."}}