{"id":"W2786425916","doi":"10.1126/science.aar6837","title":"An indoor chemical cocktail","year":2018,"lang":"en","type":"article","venue":"Science","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Chinese Academy of Sciences; Alfred P. Sloan Foundation","keywords":"Environmental science; Environmental chemistry; 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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006661036,0.00007196687,0.00006213276,0.00002181303,0.0003358907,0.00006205971,0.0006858199,0.00004016749,0.002494158],"category_scores_gemma":[0.00006468105,0.00006252448,0.00001864966,0.000539087,0.003082103,0.0005513239,0.0001840434,0.00008072767,0.003208738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009416694,"about_ca_system_score_gemma":0.00004203142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009789628,"about_ca_topic_score_gemma":0.00004188141,"domain_scores_codex":[0.9988223,0.0000215297,0.0001064229,0.0003603905,0.0003406828,0.0003486253],"domain_scores_gemma":[0.9994602,0.000008476231,0.00003026884,0.0003209795,0.0000189217,0.0001611714],"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":[0.000006950586,0.00004131126,0.003620797,6.350337e-7,3.160156e-7,0.000001118356,0.0007549474,0.000001919991,0.9837047,0.000336577,0.001004981,0.0105257],"study_design_scores_gemma":[0.0001972972,0.0001991975,0.01828857,0.000004736372,0.000002476271,0.00001425642,0.0001361067,0.0006375168,0.9426625,0.00102237,0.03661803,0.0002169863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726103,0.000001866994,0.0003332727,0.0001888434,0.0002152012,0.00006725195,0.000002300806,0.00004785576,0.0265331],"genre_scores_gemma":[0.9963627,4.193827e-7,0.002088043,0.001044264,0.0001105023,0.000002053263,8.923743e-7,0.00000407256,0.0003870172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04104229,"threshold_uncertainty_score":0.9996309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009634412391536094,"score_gpt":0.2632146895007481,"score_spread":0.253580277109212,"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."}}