{"id":"W4250089253","doi":"10.2166/wqrj.2005.014","title":"Philip H. Jones Award – 5th Western 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":"Environmental ethics; Water quality; Quality (philosophy); Environmental science; Library science; Philosophy; Computer science; Biology; Ecology; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004738869,0.0009906377,0.0009544911,0.002330681,0.003147423,0.003892243,0.00147245,0.00354855,0.06519024],"category_scores_gemma":[0.003545151,0.0003817493,0.0007878446,0.001785789,0.001202785,0.001696574,0.002706994,0.00393249,0.01655728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117044,"about_ca_system_score_gemma":0.04188268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4030983,"about_ca_topic_score_gemma":0.7112558,"domain_scores_codex":[0.9964499,0.0002137087,0.00008656644,0.0002277097,0.002458222,0.0005637606],"domain_scores_gemma":[0.9885789,0.0002345454,0.000130233,0.0001828993,0.007697227,0.003176213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006623185,0.00002537705,0.0002294749,0.00007930718,0.00001154257,0.00005336389,0.00003528006,0.0000651015,0.000457498,0.001673535,0.9582061,0.03909716],"study_design_scores_gemma":[0.000007684288,0.00001606915,0.0009625641,0.00004944169,0.000007956399,0.00002857026,0.00006965144,0.00003786219,0.0001880912,0.000412337,0.9982108,0.000008999665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002938526,0.1155414,0.003454408,0.397312,0.2832047,0.0003553554,0.001891815,0.0004498784,0.1948518],"genre_scores_gemma":[0.01209562,0.05016098,0.001839267,0.01197958,0.01902686,0.00006611534,0.0008615328,0.0002260665,0.9037441],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5969017,"threshold_uncertainty_score":0.801504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2787501746126623,"score_gpt":0.4827022826601495,"score_spread":0.2039521080474871,"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."}}