{"id":"W4230285347","doi":"10.1351/pac20077905iv","title":"Preface","year":2007,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solubility; Chemistry; Chemical nomenclature; Dissolution; Library science; Physical chemistry; Organic chemistry; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004331869,0.000107279,0.0001027962,0.000003632179,0.00005458986,0.000009844677,0.00009092073,0.00009916163,0.0001694046],"category_scores_gemma":[0.00001515481,0.00009255054,0.0000313175,0.00006171348,0.0000707168,0.00001504986,0.0000711243,0.0002232548,0.00002843544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089097,"about_ca_system_score_gemma":0.000004790814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001878225,"about_ca_topic_score_gemma":1.902206e-7,"domain_scores_codex":[0.9993777,5.356349e-7,0.0001197831,0.0001766432,0.0000882197,0.0002371499],"domain_scores_gemma":[0.9996639,0.00004417365,0.00001734535,0.0001348435,0.0000101454,0.0001295371],"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":[0.00001418769,0.0000295019,0.000009501608,0.00006989478,0.000009546752,8.646243e-7,0.00004070724,0.00002070266,0.9931417,0.002205524,0.0005680901,0.003889776],"study_design_scores_gemma":[0.0001472285,0.000001696855,0.00001122497,0.00000882095,0.000008738471,0.00000493412,0.00003295962,0.0002642363,0.9794821,0.00186272,0.01802991,0.0001453841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5984758,0.0002819389,0.003826596,0.0001326354,0.0000247789,0.00005907334,0.000005977079,0.0002094779,0.3969837],"genre_scores_gemma":[0.9967634,0.000007273451,0.0003310361,0.00008963135,0.0002766031,0.000007262759,0.0000110194,0.00001297279,0.002500791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3982876,"threshold_uncertainty_score":0.3774101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007225121899969304,"score_gpt":0.203214543801652,"score_spread":0.1959894219016828,"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."}}