{"id":"W4249652483","doi":"10.1002/awwa.1493","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"American Water Works Association","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002984211,0.0002499449,0.0004068995,0.00004571347,0.000118619,0.0001639089,0.0002388555,0.0002467197,0.01819103],"category_scores_gemma":[0.00007701176,0.0001982614,0.0001251273,0.0003534444,0.00006818226,0.0007210048,0.0001829813,0.000478523,0.3512366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009036627,"about_ca_system_score_gemma":0.00001513021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548422,"about_ca_topic_score_gemma":0.00003702621,"domain_scores_codex":[0.9981261,0.0001624689,0.0004105465,0.0002649232,0.000602418,0.0004335125],"domain_scores_gemma":[0.9991177,0.00004701119,0.0004831628,0.000196676,0.00001877357,0.0001366454],"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":[0.00001141231,0.00001783141,0.001191894,0.00000885656,0.00005006613,6.512574e-7,0.001078759,0.0004034944,0.0002040629,4.304057e-7,0.9318962,0.06513642],"study_design_scores_gemma":[0.0001109431,0.0000742634,0.001507887,0.00001389913,0.00003157164,3.00602e-7,0.00006854546,0.0001442323,0.001669978,0.00001384005,0.9960786,0.0002859687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03417426,0.00007235066,0.003987927,0.01589527,0.006224858,0.001082877,0.0001887856,0.0002385131,0.9381351],"genre_scores_gemma":[0.5712553,0.0006920443,0.001164096,0.02095809,0.002356275,0.0001372414,0.004778351,0.0001063373,0.3985523],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5395828,"threshold_uncertainty_score":0.9827065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0042366484646766,"score_gpt":0.2136937519979168,"score_spread":0.2094571035332402,"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."}}