{"id":"W6989453268","doi":"","title":"Application of CCME Water Quality Index (CWQI) to the Lakes of Mandya, Karnataka State, India","year":2012,"lang":"en","type":"article","venue":"MyPrints@UOM (Mysore University Library)","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Liquation; Dysgeusia; Proteogenomics; Fusible alloy","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":[0.0001303975,0.0001551313,0.0002356079,0.000172189,0.00006043474,0.00001048639,0.0004383734,0.0001029127,0.0002984678],"category_scores_gemma":[0.00000306037,0.0001222108,0.00009265511,0.0002731365,0.00006537458,0.0006354666,0.000123682,0.0001658604,0.0001106587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002946387,"about_ca_system_score_gemma":0.00001347837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545896,"about_ca_topic_score_gemma":0.00003438836,"domain_scores_codex":[0.9990512,0.00005450093,0.0002405107,0.0001526231,0.0001901292,0.0003110802],"domain_scores_gemma":[0.9993458,0.00004335852,0.00002351863,0.0004198958,0.00003240267,0.0001349641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003388271,0.0003245978,0.8921363,0.0006377954,0.0003167643,0.000005902078,0.01159657,0.003151945,0.05997278,0.01738071,0.007297273,0.006840494],"study_design_scores_gemma":[0.0006816486,0.00003182949,0.6486782,0.00002857332,0.00003687776,8.844302e-7,0.0003573326,0.0002545975,0.2033554,0.0001710439,0.1461006,0.0003030736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975727,0.0000519089,0.01508175,0.0002380492,0.0001274901,0.0003219615,0.0001152738,0.000141265,0.008195361],"genre_scores_gemma":[0.9984236,0.00005461598,0.0002974701,0.00005402963,0.00004981872,0.000001850689,0.00004397759,0.00002525336,0.001049407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2434582,"threshold_uncertainty_score":0.4983611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005924411137873686,"score_gpt":0.1750657600856613,"score_spread":0.1691413489477877,"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."}}