{"id":"W4252948962","doi":"10.2166/wqrj.2004.023","title":"Philip H. Jones Award — 39th Central Canadian Symposium on Water Quality Research","year":2004,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Water quality; Environmental science; Library science; Environmental ethics; Philosophy; Computer science; Biology; Ecology","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":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.04475294,0.0003884898,0.0004873831,0.0006242276,0.003416581,0.0009438773,0.001529353,0.0003223917,0.01246509],"category_scores_gemma":[0.0003055104,0.0002442006,0.000410179,0.0005347435,0.001529705,0.0007994944,0.000716218,0.003625035,0.01650294],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00583728,"about_ca_system_score_gemma":0.0005586794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3494687,"about_ca_topic_score_gemma":0.09966524,"domain_scores_codex":[0.9786641,0.009344434,0.001251334,0.0009497293,0.0052666,0.004523798],"domain_scores_gemma":[0.995683,0.0002798457,0.00008648844,0.001046251,0.0002968664,0.00260754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003232779,0.005336812,0.1226948,0.0005319776,0.0008813196,0.002056467,0.1419802,0.01417125,0.5642782,0.02997154,0.1092541,0.005610431],"study_design_scores_gemma":[0.00383723,0.001061959,0.1361709,0.0001984635,0.00002248822,0.0002637855,0.004094178,0.00002224903,0.265021,0.074241,0.5137242,0.00134251],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8654304,0.00002069728,0.00007705465,0.1170195,0.0006401117,0.0005851751,0.00007603492,0.0000490998,0.01610189],"genre_scores_gemma":[0.9893408,0.0001056134,0.0001593603,0.001071405,0.0007476641,0.00004179155,0.00006021064,0.00004624579,0.008426942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4044701,"threshold_uncertainty_score":0.9986736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2248855016681399,"score_gpt":0.4507822363089404,"score_spread":0.2258967346408005,"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."}}