{"id":"W3093146368","doi":"10.22038/jreh.2020.46257.1349","title":"پایش کیفیت آب رودخانههای استان خوزستان جهت مصارف شرب، صنعت و کشاورزی با استفاده از شاخصهای IRWQIsc و NSFWQI","year":2020,"lang":"fa","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003875529,0.001496713,0.002429495,0.0005206079,0.001340057,0.00429851,0.009003161,0.0006422553,0.2110025],"category_scores_gemma":[0.0005479792,0.001447496,0.001019281,0.00289412,0.00123587,0.006686528,0.005656219,0.002102226,0.004012676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009855605,"about_ca_system_score_gemma":0.0003643766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005751621,"about_ca_topic_score_gemma":0.0003739999,"domain_scores_codex":[0.9868643,0.002161382,0.003377632,0.002151907,0.003450752,0.001994043],"domain_scores_gemma":[0.9924856,0.0005881898,0.002750649,0.001655172,0.0002060474,0.002314331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001022714,0.002185031,0.3104492,0.0007445684,0.001113768,0.0004937654,0.005421571,0.002400984,0.1377318,0.000686222,0.4977299,0.0400205],"study_design_scores_gemma":[0.002207033,0.0001389555,0.5557818,0.0008364526,0.0004638962,0.00005443814,0.0008063993,0.001069921,0.04622865,0.003249587,0.3869071,0.002255792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8621514,0.02200903,0.002114736,0.02662643,0.005775288,0.003672514,0.001784976,0.0003443276,0.07552122],"genre_scores_gemma":[0.9637411,0.01785644,0.0009449351,0.00886011,0.001288393,0.00009868146,0.00008359762,0.0002188688,0.006907824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2453326,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4376264303822243,"score_gpt":0.5814298080634471,"score_spread":0.1438033776812228,"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."}}