{"id":"W3135487849","doi":"10.2166/wrd.2021.087","title":"Improving the implementation of water and resource recovery in Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Water Reuse and Desalination","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Context (archaeology); Resource (disambiguation); Business; Government (linguistics); Public relations; Political science; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007826342,0.0003870089,0.0004445888,0.001491309,0.01287996,0.004313686,0.003546822,0.001468654,0.005207152],"category_scores_gemma":[0.01463204,0.0004183573,0.0005137434,0.002513908,0.002787028,0.001498868,0.004033997,0.002151266,0.0003375117],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2174093,"about_ca_system_score_gemma":0.5396597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968437,"about_ca_topic_score_gemma":0.9981968,"domain_scores_codex":[0.9862234,0.002357666,0.0003734098,0.0007835797,0.004548471,0.005713598],"domain_scores_gemma":[0.9760401,0.001831476,0.0007945402,0.0005031778,0.01424542,0.006585245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007714414,0.001999408,0.1480881,0.002806195,0.0002792313,0.003298942,0.08255897,0.0149922,0.01683948,0.05376159,0.09579702,0.5788074],"study_design_scores_gemma":[0.0001763159,0.0008781329,0.4441553,0.001135675,0.0001556473,0.0001993755,0.1223091,0.0086395,0.007556178,0.002695968,0.4117293,0.0003695151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8316778,0.00340285,0.005964362,0.05500599,0.0003408924,0.001912742,0.001322148,0.0006650011,0.09970837],"genre_scores_gemma":[0.9700913,0.0011588,0.007086179,0.003606031,0.00001404557,0.0002366793,0.0004187057,0.0000554583,0.01733274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174093,"threshold_uncertainty_score":0.9076943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006117011487070946,"score_gpt":0.2029214754102362,"score_spread":0.1968044639231653,"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."}}