{"id":"W2131298523","doi":"10.1126/science.293.5538.2277","title":"Modeling--A Tool for Experimentalists","year":2001,"lang":"en","type":"article","venue":"Science","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Molecular model; Range (aeronautics); Chemistry; Aerospace engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01704581,0.002415558,0.001888296,0.00354771,0.002139885,0.006756042,0.006302199,0.003615335,0.04201809],"category_scores_gemma":[0.04329007,0.001846709,0.001822185,0.002778493,0.003394584,0.01253606,0.008164002,0.008682821,0.02257758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157571,"about_ca_system_score_gemma":0.003239569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006046515,"about_ca_topic_score_gemma":0.000747381,"domain_scores_codex":[0.9937394,0.002704982,0.0005036801,0.0005976832,0.002241827,0.0002124488],"domain_scores_gemma":[0.9622831,0.02025198,0.0008664528,0.01239142,0.00286441,0.001342675],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001944368,0.0004088648,0.001434925,0.001134926,0.0001819793,0.0003648628,0.001494677,0.006911167,0.005291683,0.3906123,0.3311192,0.2608509],"study_design_scores_gemma":[0.0001000416,0.00004612199,0.0002904033,0.0006587842,0.0000378061,0.0003436569,0.0003424672,0.01600973,0.002188644,0.3042612,0.6756632,0.00005795397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.0009398425,0.002052812,0.9201121,0.01143869,0.001321638,0.0003042345,0.002544974,0.03094328,0.03034247],"genre_scores_gemma":[0.01674081,0.003327856,0.955933,0.002989029,0.0007805062,0.00139632,0.003411454,0.005765632,0.009655275],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9829542,"threshold_uncertainty_score":0.1405645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985842914684666,"score_gpt":0.3749625772884641,"score_spread":0.3251041481416175,"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."}}