{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001290601,0.0009630541,0.0008146298,0.002403439,0.002505076,0.005177303,0.001672906,0.001695929,0.6745383],"category_scores_gemma":[0.006621839,0.000366924,0.0006964643,0.002531842,0.0006286312,0.003582067,0.003028782,0.00250366,0.4930118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002289191,"about_ca_system_score_gemma":0.002798925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004237173,"about_ca_topic_score_gemma":0.004442886,"domain_scores_codex":[0.9988443,0.0001461351,0.00008670332,0.0002473945,0.0005358206,0.0001397033],"domain_scores_gemma":[0.9969348,0.0003589593,0.0001025457,0.0003448606,0.001708028,0.0005508592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002279578,0.00001448089,0.0001048361,0.00009021154,0.000001897658,0.00004399261,0.00008239831,0.00003940333,0.00008931127,0.004155941,0.9579491,0.03740559],"study_design_scores_gemma":[0.000002730715,0.000007443538,0.0001954089,0.00006229112,9.490972e-7,0.00003625202,0.00007175944,0.00001522042,0.00004299323,0.0008733268,0.998689,0.000002702406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001248063,0.005587538,0.003644436,0.01957366,0.05550282,0.0003842169,0.01620689,0.002111497,0.8957408],"genre_scores_gemma":[0.004640236,0.002892448,0.001512595,0.003760559,0.005993437,0.0001828232,0.01296535,0.0008570833,0.9671955],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3254617,"threshold_uncertainty_score":0,"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."}}