{"id":"W3033483616","doi":"","title":"The Water Purification Systems for the Sudbury Neutrino Observatory.","year":2001,"lang":"en","type":"article","venue":"APS","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Observatory; Environmental science; Astrobiology; Remote sensing; Geology; Astronomy; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001318768,0.00008140685,0.00006813059,0.000004875072,0.0004362633,0.0001090536,0.0002399684,0.00001086074,0.00001297397],"category_scores_gemma":[5.702967e-7,0.00003323028,0.00006794296,0.00004159787,0.0000325931,0.00005902297,0.00002896899,0.00006584048,0.00006071515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001104905,"about_ca_system_score_gemma":0.00001379148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534815,"about_ca_topic_score_gemma":7.009367e-7,"domain_scores_codex":[0.9994394,0.00001722602,0.0001239625,0.0001165192,0.00007789325,0.0002250104],"domain_scores_gemma":[0.9994681,0.00009166462,0.00004556468,0.0003195529,0.00004808309,0.00002696889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007066626,0.0001417555,0.01579252,0.00001285157,0.0002823552,5.010764e-7,0.0006217317,0.001042392,0.00460131,0.7673638,0.02278185,0.1872883],"study_design_scores_gemma":[0.0002738854,0.00002432736,0.004189304,0.000004605001,0.0000313866,3.179557e-7,0.0008142227,0.002910135,0.0008323421,0.01323851,0.9775644,0.000116568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626531,0.00159432,0.1001601,0.00837173,0.002399226,0.002404999,0.00006979395,0.00009710632,0.02224958],"genre_scores_gemma":[0.9949256,0.00001984822,0.00000933032,0.0000580351,0.0008382119,0.0002843392,0.0000242382,0.00001262562,0.00382774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9547825,"threshold_uncertainty_score":0.3355429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803574743764825,"score_gpt":0.2211527670921085,"score_spread":0.2031170196544603,"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."}}