{"id":"W1896432499","doi":"10.1002/9780470057339.vae033.pub2","title":"Global Environment Monitoring System, Water","year":2012,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Water quality; Environmental planning; Environmental resource management; Environmental monitoring; International waters; Business; Environmental protection; Political science; Geography; Environmental science; Environmental engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132029,0.0009649838,0.0003650288,0.004700774,0.0009090742,0.003126065,0.001072372,0.0007275999,0.1133326],"category_scores_gemma":[0.0027776,0.0001767618,0.0002393288,0.009518285,0.0002986083,0.002724823,0.001930582,0.0006835884,0.06253328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002876,"about_ca_system_score_gemma":0.002004969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479459,"about_ca_topic_score_gemma":0.009667418,"domain_scores_codex":[0.9989719,0.0001680552,0.0000843677,0.0002280936,0.0004781753,0.00006947209],"domain_scores_gemma":[0.9987848,0.0001386934,0.0001182591,0.0002064153,0.000644008,0.0001078196],"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":[0.00008532916,0.0000717236,0.003727594,0.0003445454,0.00001469502,0.00009745045,0.00009280042,0.00107377,0.0007928339,0.01384406,0.6638311,0.3160241],"study_design_scores_gemma":[0.00001815766,0.0000138755,0.002830454,0.00008091437,0.000008322495,0.00006080689,0.0000533291,0.001385805,0.0007329749,0.003889164,0.990914,0.00001239143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005006377,0.002632818,0.02471523,0.002795733,0.0009651558,0.0008243677,0.1694275,0.01549258,0.7781402],"genre_scores_gemma":[0.07679417,0.006045503,0.04611964,0.00259134,0.001098145,0.001302553,0.3088476,0.003454034,0.553747],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1133326,"threshold_uncertainty_score":0.3791352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356522954167568,"score_gpt":0.2348809845563724,"score_spread":0.2213157550146967,"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."}}