{"id":"W932191680","doi":"","title":"Wastwater: Halifax to Benefit from New Treatment Plants","year":2002,"lang":"en","type":"article","venue":"Civil engineering","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Engineering; Forensic engineering","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":[],"category_scores_codex":[0.00001407704,0.0002135776,0.0001732839,0.00002772314,0.00004881743,0.00005303772,0.0001438349,0.00007355782,0.005165205],"category_scores_gemma":[0.00001322598,0.0002129045,0.00005409023,0.00005801361,0.000004046382,0.00009014535,0.00002520111,0.00008907497,0.0001273694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535832,"about_ca_system_score_gemma":0.00000682837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260903,"about_ca_topic_score_gemma":0.00002938417,"domain_scores_codex":[0.9991419,0.000001021817,0.0001560477,0.0002780861,0.0001217344,0.0003012461],"domain_scores_gemma":[0.9994572,0.00003928743,0.00002754751,0.0002397735,0.000008311669,0.0002279169],"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":[0.00002289917,0.00009468292,0.001393398,0.00009407145,0.000205894,0.00005995189,0.002005951,0.01563257,0.9216405,0.00001460438,0.00318467,0.05565086],"study_design_scores_gemma":[0.0005704074,0.00001610906,0.00009823892,0.0001650484,0.00002402766,0.000009566524,0.00004003051,0.008389265,0.9010292,0.00003554409,0.08928522,0.0003373606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970225,0.001305174,0.001783984,0.0001664427,0.0001517481,0.00004591385,0.0001092857,0.000298535,0.02591386],"genre_scores_gemma":[0.9905494,0.00005636023,0.0009538964,0.0000303182,0.0007001385,0.00001581619,0.00005937712,0.00003593773,0.007598741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08610055,"threshold_uncertainty_score":0.9957442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176340118870404,"score_gpt":0.2022264904139105,"score_spread":0.1845924785268701,"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."}}