{"id":"W4239309554","doi":"10.2166/wqrj.2009.047","title":"Philip H. Jones Award: 10th Western Canadian Symposium on Water Quality Research","year":2009,"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; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005045094,0.001263887,0.001395203,0.002556626,0.003253345,0.004120613,0.001593295,0.004393867,0.07718261],"category_scores_gemma":[0.004875429,0.0003865182,0.0009543442,0.002019647,0.001216025,0.00163936,0.002565777,0.004500718,0.02306887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01019175,"about_ca_system_score_gemma":0.0405815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3161182,"about_ca_topic_score_gemma":0.6331539,"domain_scores_codex":[0.9959658,0.0002231435,0.0001036452,0.0002661197,0.002824326,0.0006169356],"domain_scores_gemma":[0.9832765,0.0003816181,0.0001595822,0.0001990346,0.01031406,0.005669283],"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":[0.00005165465,0.00002434389,0.0001662975,0.00006977426,0.00000879644,0.00004069737,0.00001935919,0.00004229307,0.000232073,0.0007045576,0.9729074,0.02573273],"study_design_scores_gemma":[0.00001540382,0.00002577867,0.001028766,0.00005818273,0.00001262256,0.00003652507,0.00008332542,0.00004288039,0.0001574239,0.0003676513,0.9981579,0.00001342274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001499452,0.08845337,0.00194262,0.409362,0.3904576,0.0003687479,0.001945953,0.0003505311,0.1056196],"genre_scores_gemma":[0.008639196,0.05259984,0.001635594,0.01488272,0.03311133,0.00008166775,0.0009297443,0.0002168187,0.8879032],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6838819,"threshold_uncertainty_score":0.6285563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2382600238377172,"score_gpt":0.47109461353714,"score_spread":0.2328345896994228,"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."}}