{"id":"W7062603188","doi":"","title":"Water quality index models and parameters in five different countries (Canada, USA, Australia, Malaysia and Iraq): A review","year":2017,"lang":"en","type":"other","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Nucleofection; Tubulopathy; Sparganosis","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":[0.001696963,0.001090463,0.0009939824,0.003868457,0.0003047803,0.001405719,0.001600725,0.0006468475,0.001119526],"category_scores_gemma":[0.003384089,0.0003457642,0.001662048,0.005927034,0.000345099,0.001291657,0.0004662683,0.000571845,0.0003316177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085506,"about_ca_system_score_gemma":0.004831301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07769086,"about_ca_topic_score_gemma":0.05018036,"domain_scores_codex":[0.9994254,0.00009445607,0.00008246426,0.00008210548,0.0002776433,0.00003804244],"domain_scores_gemma":[0.9983193,0.0007625071,0.00019877,0.00005503513,0.0006244209,0.00003987973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001308144,0.0001825353,0.01405455,0.03009011,0.0009751158,0.0002517669,0.0002905825,0.05028223,0.001453516,0.01008751,0.02936324,0.8628381],"study_design_scores_gemma":[0.00003379558,0.0004807335,0.03093921,0.01866582,0.004585358,0.0009641236,0.0009363987,0.09146566,0.007042777,0.007961929,0.8366442,0.0002799248],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01156495,0.9618177,0.01536483,0.001068936,0.0002408387,0.00008058389,0.001317916,0.000191682,0.008352428],"genre_scores_gemma":[0.07891145,0.9085351,0.00894928,0.000219465,0.0001095728,0.0000660861,0.0015632,0.00004236728,0.001603412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9223092,"threshold_uncertainty_score":0.1544773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240334702052311,"score_gpt":0.3109735737863474,"score_spread":0.2585702267658243,"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."}}