{"id":"W4246215573","doi":"10.2166/wqrj.2003.014","title":"Philip H. Jones Student Award — 18th Canadian Eastern Symposium on Water Quality","year":2003,"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; Quality (philosophy); Environmental ethics; Political science; Philosophy; Epistemology; 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":[0.003001233,0.0008772079,0.0008024204,0.001534074,0.00327515,0.003516117,0.001249529,0.003025934,0.06643672],"category_scores_gemma":[0.002542916,0.00032633,0.0006267835,0.001182966,0.001022514,0.001192388,0.002267717,0.003064066,0.0151654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009071234,"about_ca_system_score_gemma":0.03267498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4577969,"about_ca_topic_score_gemma":0.7853967,"domain_scores_codex":[0.9978929,0.00009128074,0.0000455156,0.0001175624,0.001407543,0.0004452439],"domain_scores_gemma":[0.9924302,0.0001347031,0.00006945716,0.00009797674,0.004322819,0.002944925],"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":[0.00005814986,0.00002812024,0.0003482493,0.00004643497,0.000007377037,0.0000477942,0.000027281,0.00006838092,0.0002781118,0.001007936,0.9693204,0.02876175],"study_design_scores_gemma":[0.00001165017,0.00002311769,0.001546924,0.00004035485,0.000009407053,0.00003273454,0.00008846159,0.00005914658,0.0001685665,0.0003641761,0.9976453,0.00001019979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004229824,0.05626648,0.002955837,0.4518157,0.2311154,0.0004038523,0.002169132,0.000469931,0.2505739],"genre_scores_gemma":[0.0157915,0.02381529,0.001187555,0.01031039,0.01465524,0.00005112107,0.0006816494,0.0001508653,0.9333563],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4577969,"threshold_uncertainty_score":0.9102645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583716728364885,"score_gpt":0.4293701593932888,"score_spread":0.2709984865568004,"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."}}