{"id":"W1930448661","doi":"","title":"You can help... | Clean Water | Reports, Studies, Plans and Publications | Water Information | Manitoba Water Stewardship | Province of Manitoba","year":2004,"lang":"en","type":"article","venue":"","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Environmental planning; Environmental resource management; Water resource management; Business; Environmental science; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006740434,0.0001984622,0.0002077179,0.00008148186,0.0002493915,0.0000992414,0.0001652773,0.00008371378,0.0004060154],"category_scores_gemma":[0.00001041824,0.0001050992,0.00004380649,0.00006189656,0.0002534531,0.001059738,0.0003530253,0.0001216929,0.0002905795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003585977,"about_ca_system_score_gemma":0.00001951174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008030201,"about_ca_topic_score_gemma":0.03356577,"domain_scores_codex":[0.9981179,0.00006403707,0.0006706174,0.0002771729,0.0004226266,0.0004476074],"domain_scores_gemma":[0.9993213,0.000008624076,0.0000921411,0.0004077814,0.00003860749,0.0001314864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004793394,0.003183089,0.4113508,0.002190205,0.001404314,0.0002363582,0.1994461,0.01136639,0.2587369,0.02095784,0.05125922,0.03938939],"study_design_scores_gemma":[0.0008400128,0.0002149271,0.02656046,0.00003139269,0.00006150018,0.0001280136,0.01149579,0.00001562276,0.8169448,0.004273133,0.1389119,0.0005224775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847743,0.000005796654,0.0004202872,0.009549686,0.0001861325,0.0005435076,0.0000568016,0.00009873798,0.00436475],"genre_scores_gemma":[0.9965951,0.00002175487,0.0006041783,0.0007898825,0.00003486777,0.00004845973,0.0002894586,0.00001071577,0.00160551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5582079,"threshold_uncertainty_score":0.9985754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023719910884319,"score_gpt":0.2511039420367189,"score_spread":0.2208667429278757,"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."}}