{"id":"W4411657353","doi":"10.51847/gg3u4gk","title":"10.51847/GG3u4gk","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quantitative structure–activity relationship; In silico; Pharmacology; Chemistry; Stereochemistry; Medicine; Biochemistry","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":[0.0003096815,0.001282203,0.0006710939,0.001580254,0.0006943088,0.001673078,0.001108166,0.001842547,0.8347287],"category_scores_gemma":[0.0005825718,0.0003723252,0.0005413128,0.002107758,0.0003867827,0.001052962,0.001870271,0.0008431122,0.8979697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005323625,"about_ca_system_score_gemma":0.0005895416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371121,"about_ca_topic_score_gemma":0.002497635,"domain_scores_codex":[0.9997566,0.00002496585,0.00001345067,0.00007384195,0.00007646065,0.00005454993],"domain_scores_gemma":[0.9996357,0.00004189367,0.0000220629,0.0001074472,0.00007530763,0.0001176282],"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":[0.0003113131,0.0001893511,0.001334209,0.0002153857,0.00002128248,0.000256852,0.00005105831,0.0008143808,0.009614644,0.004631433,0.4098794,0.5726807],"study_design_scores_gemma":[0.00007911403,0.00006972999,0.002068455,0.00006695681,0.00001590368,0.0003381775,0.00005063757,0.00185375,0.003010327,0.002335688,0.9900939,0.00001735786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007882777,0.001184275,0.01461452,0.002127176,0.00128757,0.0002878185,0.02171592,0.02303687,0.927863],"genre_scores_gemma":[0.01391894,0.0005052206,0.007038755,0.0006016513,0.0001582228,0.0001502363,0.02439366,0.001696729,0.9515365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1652713,"threshold_uncertainty_score":0.2357395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040757596899176,"score_gpt":0.2287361180947922,"score_spread":0.2183285421258005,"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."}}