{"id":"W4248696435","doi":"10.2166/wqrj.2005.058","title":"Philip H. Jones Award — 21st Eastern Canadian Symposium on Water Quality Research","year":2005,"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 ethics; Political science; Environmental science; Philosophy; 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","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.05803921,0.0003962297,0.0004981452,0.0007112778,0.003115433,0.001041531,0.001660897,0.0003226514,0.0197492],"category_scores_gemma":[0.000259488,0.0002500751,0.0003888361,0.000466157,0.001349174,0.0009771464,0.0008836925,0.003487863,0.0452496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003627207,"about_ca_system_score_gemma":0.0002919792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1786779,"about_ca_topic_score_gemma":0.1211123,"domain_scores_codex":[0.9763815,0.01226996,0.001366418,0.0009620845,0.005352664,0.003667302],"domain_scores_gemma":[0.9957578,0.0003978386,0.00009668119,0.001160762,0.0003457012,0.002241254],"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":[0.00271367,0.004686933,0.2042693,0.0004683626,0.0008472015,0.0007027641,0.1149801,0.005072794,0.3692427,0.01170606,0.2480392,0.03727091],"study_design_scores_gemma":[0.001325266,0.0004117678,0.02599419,0.00008408786,0.00001117313,0.00011227,0.002379604,0.0001029558,0.07999667,0.005811307,0.8830674,0.000703281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.807277,0.00002802694,0.00003375783,0.1515676,0.0004223227,0.0005341654,0.00006286296,0.00004796552,0.04002632],"genre_scores_gemma":[0.9648215,0.0001076774,0.0001508881,0.001478511,0.001243077,0.00005095248,0.00004702855,0.0000492538,0.03205112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6350282,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2496917917286115,"score_gpt":0.4572678115063177,"score_spread":0.2075760197777061,"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."}}