{"id":"W4232587544","doi":"10.1016/s1359-6128(16)30231-2","title":"Alfa Laval AB, Sweden","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arsenic trioxide; Reactive oxygen species; Apoptosis; Acute promyelocytic leukemia; Cell growth; Chemistry; Glutathione; Cancer research; Cell biology; Kinase; Cell culture; Biology; Biochemistry; Genetics","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":[0.0001746825,0.00007628044,0.00007412696,0.00002488735,0.00008405088,0.00001410952,0.0001348758,0.0001445093,0.01477963],"category_scores_gemma":[0.00005758323,0.00005286435,0.00004385314,0.0001596903,0.00009115192,0.0002117335,0.00007398366,0.0001222524,0.001988713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108636,"about_ca_system_score_gemma":0.00001036638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001687185,"about_ca_topic_score_gemma":0.0001772163,"domain_scores_codex":[0.9992638,0.00003731363,0.0001396177,0.0001939064,0.0002045633,0.0001607613],"domain_scores_gemma":[0.9996287,0.00003001956,0.00005905137,0.0001742872,0.000007047212,0.000100947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000125856,0.000101368,0.5329478,0.000002885432,0.00004986036,0.00002435132,0.0003430557,0.00006641527,0.1003235,0.001020684,0.0405275,0.32458],"study_design_scores_gemma":[0.0008161312,0.00004372609,0.6679817,0.0000326255,0.00005800351,0.00001982222,0.0003678839,0.0005103881,0.03641753,0.0006609563,0.2927083,0.0003829748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143142,0.000005431113,0.0008311162,0.004412912,0.00009025974,0.0000727193,0.000007254122,0.00004993955,0.08021615],"genre_scores_gemma":[0.9635006,0.000007621041,0.00004819051,0.0002648663,0.00007446878,0.000007164908,0.000004093149,0.000005535521,0.03608747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324197,"threshold_uncertainty_score":0.9987884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401400190902554,"score_gpt":0.2420764661410848,"score_spread":0.2280624642320593,"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."}}