{"id":"W2121766244","doi":"10.1021/ja100104m","title":"MASKE: Macroscopic Approach to Studying Kinetics at Equilibrium","year":2010,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Chemistry; Kinetics; Molecule; Thermodynamics; Equilibrium constant; Dissociation (chemistry); Computational chemistry; Physical chemistry; Organic 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":[0.0001054922,0.0001194522,0.0002231398,0.00001090549,0.00005026868,0.00002225559,0.000487647,0.00004428226,0.00001751487],"category_scores_gemma":[0.00002094949,0.00008434585,0.000251973,0.000320292,0.0001437093,0.00002473865,0.0001364787,0.0004755978,0.000006772137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312102,"about_ca_system_score_gemma":0.00001835794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002454241,"about_ca_topic_score_gemma":1.539936e-7,"domain_scores_codex":[0.999164,0.0000103381,0.0002626677,0.00009817918,0.0002258536,0.0002390015],"domain_scores_gemma":[0.9993887,0.00003266471,0.0001240681,0.0002709763,0.00005165868,0.0001319163],"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":[0.000004362793,0.00003553533,0.0002059635,0.000008613664,0.00004408698,1.270703e-7,0.0002251766,0.0000344225,0.8803484,0.00001603624,0.118857,0.0002202292],"study_design_scores_gemma":[0.0001324303,0.00002958613,0.0008095703,0.000005583395,0.00003676673,0.0000522376,0.000203609,0.0001989312,0.9515353,0.00003710382,0.04683884,0.0001199708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997042,0.0006832862,0.0008277202,0.0005036947,0.0001296509,0.00009068502,0.000003587893,0.00002683116,0.0006925585],"genre_scores_gemma":[0.9943733,0.0006408283,0.003994023,0.0005855233,0.0002834488,0.000006040348,8.075546e-7,0.00002793146,0.00008816001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07201815,"threshold_uncertainty_score":0.3439524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007834966620292412,"score_gpt":0.2232136874374383,"score_spread":0.2153787208171459,"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."}}