{"id":"W2024446077","doi":"10.1016/s1476-9271(02)00089-0","title":"Quantitative relationships between molecular structures, environmental temperatures and octanol–air partition coefficients of polychlorinated biphenyls","year":2003,"lang":"en","type":"article","venue":"Computational Biology and Chemistry","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Ministry of Education, India; Ministry of Earth Sciences","keywords":"Partition coefficient; Partition (number theory); Environmental chemistry; Octanol; Chemistry; Chromatography; Mathematics","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":[0.0001026882,0.0001054451,0.0001172688,0.00001333465,0.0001225963,0.000005220296,0.00005194074,0.0001101078,0.0002521413],"category_scores_gemma":[0.00009109035,0.00009864748,0.00001640254,0.00007499757,0.0004978876,0.00004649559,0.00003846622,0.000129838,0.000005337581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003535952,"about_ca_system_score_gemma":0.00001173771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002232676,"about_ca_topic_score_gemma":2.385836e-7,"domain_scores_codex":[0.9993397,0.00007253788,0.0001591094,0.0002164454,0.0000885803,0.0001236175],"domain_scores_gemma":[0.9996521,0.0001227044,0.00008122563,0.0000678077,0.000001674216,0.00007446013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002968424,0.00005276149,0.247625,0.000009640142,0.00005448507,0.000004553147,0.0002165558,0.000664953,0.7483792,0.00197077,0.00002441026,0.0009679375],"study_design_scores_gemma":[0.0005356807,0.00007560035,0.7611802,0.000008158064,0.00002566535,0.00005135318,0.0001791157,0.0002311683,0.2111539,0.02623979,0.0001309887,0.0001884112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979308,0.0002799686,0.00104145,0.00005129984,0.00001938341,0.0000592352,0.0002185102,0.00001138504,0.0003879952],"genre_scores_gemma":[0.998552,0.000008054149,0.00131354,0.00002893336,0.000005550015,0.000001271371,0.00006100921,0.0000056585,0.00002401226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5372253,"threshold_uncertainty_score":0.4022728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131942848950818,"score_gpt":0.2449258084089366,"score_spread":0.2336063799194285,"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."}}