{"meta":{"query_hash":"f2c95fa141f9","filters":{"venue":"ZANCO Journal of Pure and Applied Sciences"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f2c95fa141f9","api":"https://metacan.xera.ac/api/v1/cohort?venue=ZANCO+Journal+of+Pure+and+Applied+Sciences"},"results":[{"id":"W4205208153","doi":"10.21271/zjpas.33.6.10","title":"Transferring of Exopolysaccharide (EPS) Gene Cluster from Rhizobium leguminosarum to Pseudomonas fluorescens by Horizontal Gene Transfer Techniques","year":2021,"lang":"en","type":"article","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pseudomonas fluorescens; Rhizobium leguminosarum; Gene cluster; Biology; Microbiology; 16S ribosomal RNA; Siderophore; Horizontal gene transfer; Gene; Bacteria; Biochemistry; Rhizobiaceae; Phylogenetic tree; Genetics; Symbiosis","score_opus":0.011963813175600921,"score_gpt":0.21241507028101944,"score_spread":0.20045125710541853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205208153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963935,0.0008825544,0.00020562405,0.0017925008,0.00015646954,0.0001505701,0.00014530079,0.000019774805,0.00025370586],"genre_scores_gemma":[0.99522126,0.000094239855,0.0038242675,0.00046266118,0.00035848626,0.0000056926065,0.000008854256,0.0000025534175,0.00002197265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980657,0.00006188622,0.000559267,0.00038857732,0.000568072,0.00035647082],"domain_scores_gemma":[0.99933183,0.00013636044,0.00011616106,0.00006695178,0.00012522223,0.00022348562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053919567,0.00021322761,0.00044144937,0.000045220884,0.00024005848,0.000118253374,0.000482457,0.00012846795,0.00011367906],"category_scores_gemma":[0.000018919096,0.00009667235,0.00016971833,0.0005207351,0.0002032407,0.00022745601,0.000065928034,0.00020925708,0.0000027916126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005860561,0.00008393994,0.0012057906,0.0000047855965,0.000030367804,0.000011602861,0.00033344797,5.394907e-7,0.98699385,0.00010060126,0.0006364075,0.010540078],"study_design_scores_gemma":[0.00021620528,0.00041218146,0.0019890983,0.000047310787,0.00004732549,0.00007550352,0.00077967515,0.0000017878323,0.9952219,0.00041300972,0.0005890343,0.00020692851],"about_ca_topic_score_codex":0.000086818356,"about_ca_topic_score_gemma":0.00023810452,"teacher_disagreement_score":0.01033315,"about_ca_system_score_codex":0.000020464819,"about_ca_system_score_gemma":0.00004856516,"threshold_uncertainty_score":0.39421842},"labels":[],"label_agreement":null},{"id":"W4214555011","doi":"10.21271/zjpas.34.1.3","title":"An overview of the effect of stirrer design on the mechanical properties of Aluminium Alloy Matrix Composites fabricated by stir casting","year":2022,"lang":"en","type":"article","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aluminium; Materials science; Alloy; Composite material; Casting; Aluminium alloy; Matrix (chemical analysis)","score_opus":0.04038683536627934,"score_gpt":0.24955264618923298,"score_spread":0.20916581082295363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214555011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950266,0.0041601094,0.00023432581,0.000107971064,0.00011364212,0.00026516523,0.000007444818,0.00001032783,0.000074424956],"genre_scores_gemma":[0.9994182,0.00005078636,0.00046079527,0.000021728265,0.000020879559,0.000009406371,2.2975452e-7,0.000011450953,0.0000065492827],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99836785,0.00025950096,0.00047608404,0.00011946207,0.00061384565,0.00016323628],"domain_scores_gemma":[0.9990733,0.00032973642,0.00034773813,0.00015803169,0.000050796152,0.000040355284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016919386,0.00014518839,0.00036924763,0.00007028005,0.00022929524,0.000028308732,0.00072682643,0.00002944526,0.000016237182],"category_scores_gemma":[0.000035954563,0.00006998902,0.000076670694,0.00038261022,0.0003385127,0.000094328985,0.00012363383,0.00026031362,2.2153321e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010885972,0.000037612506,0.00027036478,0.0001065313,0.00004860571,6.328807e-7,0.0005820722,0.065447345,0.93233705,0.0002755697,0.00029083353,0.0004945171],"study_design_scores_gemma":[0.00027135207,0.0015704804,0.00016403389,0.00016442264,0.00006626834,0.00003671894,0.00075318187,0.020284235,0.9764576,0.00006118328,0.0000688194,0.00010170241],"about_ca_topic_score_codex":0.000006883127,"about_ca_topic_score_gemma":0.0000010706485,"teacher_disagreement_score":0.04516311,"about_ca_system_score_codex":0.00001969144,"about_ca_system_score_gemma":0.00004041619,"threshold_uncertainty_score":0.28540695},"labels":[],"label_agreement":null},{"id":"W4214763269","doi":"10.21271/zjpas.34.1.9","title":"Direct identification of fungi associated with indoor and outdoor ornamental plants by utilizing PCR assay","year":2022,"lang":"en","type":"article","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ornamental plant; Identification (biology); Biology; Environmental science; Botany","score_opus":0.011335218006693265,"score_gpt":0.22692790501601867,"score_spread":0.2155926870093254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214763269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99554706,0.0033175799,0.000040905612,0.000017556546,0.000044420907,0.00005350058,0.00046490625,0.0000013953422,0.00051270705],"genre_scores_gemma":[0.9995734,0.00023662805,0.000045035307,0.000044572516,0.000022109878,0.0000027511862,0.000031819596,0.0000030914487,0.00004059329],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993318,0.000039271406,0.00017932353,0.00013246752,0.0002197824,0.00009740004],"domain_scores_gemma":[0.9995804,0.000022459773,0.00028541873,0.000037754195,0.000022241633,0.000051761683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057813927,0.00006455418,0.00012082101,0.000039756767,0.00018714067,0.000028672232,0.00010532183,0.00002309173,0.0000058865126],"category_scores_gemma":[0.000018502926,0.000047509733,0.000022079412,0.00008139228,0.00010783719,0.00000786998,0.00004906033,0.000055474648,6.777864e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000890593,0.000059361602,0.010502223,0.0000046038513,0.000033767195,0.0000030534088,0.000055266915,0.00001445132,0.98659474,0.000020631376,0.0007602715,0.0018625837],"study_design_scores_gemma":[0.0024331056,0.002492737,0.14563368,0.00009279866,0.00019372467,0.000333641,0.009607962,0.00018713936,0.8340338,0.00014638435,0.0043244017,0.0005206448],"about_ca_topic_score_codex":0.0000011188456,"about_ca_topic_score_gemma":0.000005613407,"teacher_disagreement_score":0.15256095,"about_ca_system_score_codex":0.0000052247688,"about_ca_system_score_gemma":0.000045019555,"threshold_uncertainty_score":0.19373907},"labels":[],"label_agreement":null},{"id":"W4224019155","doi":"10.21271/zjpas.34.2.5","title":"A Phenetic Study of the Native Species of the Family Fabaceae Lindl. in Iraq.","year":2022,"lang":"en","type":"article","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fabaceae; Taxon; Biology; Genus; Systematics; Monophyly; Botany; UPGMA; Zoology; Taxonomy (biology); Phylogenetic tree; Genetic variation; Clade","score_opus":0.03349952445654474,"score_gpt":0.20934457797297634,"score_spread":0.1758450535164316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224019155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996522,0.00048139188,1.2069006e-7,0.00060891936,0.00015885323,0.00016858136,0.0000103323,8.4878945e-7,0.0020489322],"genre_scores_gemma":[0.99978507,0.0000340893,0.000006963523,0.00008225254,0.00003479296,0.000005734755,5.989546e-8,1.6263041e-7,0.000050866896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914116,0.00011238141,0.00025394803,0.00009847735,0.00028773872,0.000106278334],"domain_scores_gemma":[0.999333,0.00023316608,0.000364134,0.00002576219,0.000029629127,0.000014269731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006940534,0.0000616307,0.00018826075,0.000018378496,0.0004758749,0.0000094790075,0.0004857474,0.000016582735,0.000028173052],"category_scores_gemma":[0.000027991593,0.000016692342,0.000047805694,0.0005416056,0.00036586024,0.00003605812,0.00023885182,0.0001783305,9.811067e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013712536,0.0010038959,0.8935609,0.000008996097,0.00007925614,0.000004898418,0.009270777,0.00091587065,0.083544336,0.0019663554,0.0009332166,0.008574366],"study_design_scores_gemma":[0.0002139299,0.00060597557,0.94336337,0.000009786809,0.000012827772,0.0000079483225,0.052317716,0.000003814769,0.0009973483,0.0009892167,0.0014350438,0.00004302431],"about_ca_topic_score_codex":0.00002194287,"about_ca_topic_score_gemma":0.0012347129,"teacher_disagreement_score":0.082546994,"about_ca_system_score_codex":0.000008112401,"about_ca_system_score_gemma":0.000024223877,"threshold_uncertainty_score":0.36600932},"labels":[],"label_agreement":null},{"id":"W4224112955","doi":"10.21271/zjpas.34.2.6","title":"Evaluation of Pseudomonas and Bacillus Strains as Potential Biocontrol Agents against Fusarium Wilt of Chickpea","year":2022,"lang":"en","type":"article","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fusarium wilt; Biological pest control; Biology; Pseudomonas; Bacterial wilt; Microbiology; Bacillus (shape); Biotechnology; Horticulture; Bacteria; Fusarium oxysporum","score_opus":0.02956245281321946,"score_gpt":0.25563642089850713,"score_spread":0.22607396808528768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224112955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975851,0.000533144,0.0000039008896,0.00030963952,0.00016221561,0.00011659127,0.00008214408,0.0000019007106,0.0012053587],"genre_scores_gemma":[0.9996704,0.00012487941,0.00004769417,0.00007109703,0.000061428465,0.000002535732,0.0000067998462,3.8239426e-7,0.000014816841],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987279,0.00012232686,0.00031394413,0.00011521085,0.0006028013,0.00011782553],"domain_scores_gemma":[0.9992935,0.000053513013,0.00042765145,0.000026242798,0.00014725637,0.00005181619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001949919,0.00007547393,0.00018512005,0.000043545115,0.00037684766,0.000038349295,0.00021570188,0.000027443926,0.00016679906],"category_scores_gemma":[0.000035366735,0.0000325242,0.000056163644,0.00022983439,0.00020060915,0.00014061457,0.00008029518,0.00015130157,3.5684974e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038414095,0.00010061901,0.00039262397,0.0000031163268,0.00002402011,0.0000013138573,0.00018217434,0.00029192193,0.92926776,0.000093102826,0.000103508704,0.069501445],"study_design_scores_gemma":[0.008201419,0.011681736,0.44182235,0.00022518898,0.001044826,0.0020476212,0.08056878,0.006388731,0.41631597,0.017142411,0.0131913675,0.0013695837],"about_ca_topic_score_codex":0.00004504734,"about_ca_topic_score_gemma":0.000037036792,"teacher_disagreement_score":0.5129518,"about_ca_system_score_codex":0.000013001048,"about_ca_system_score_gemma":0.000054128526,"threshold_uncertainty_score":0.28984457},"labels":[],"label_agreement":null},{"id":"W4233051198","doi":"10.21271/zjpas.33.s1.1","title":"Assessment of Groundwater Quality over the Erbil Plain Based on Water Quality Index","year":2021,"lang":"en","type":"article","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Index (typography); Quality (philosophy); Environmental science; Water quality; Water resource management; Hydrology (agriculture); Geology; Computer science; Geotechnical engineering; Biology; Ecology; Physics","score_opus":0.037223103508451545,"score_gpt":0.3310706041814296,"score_spread":0.29384750067297805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233051198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859481,0.000017005877,0.0025811393,0.0028623359,0.00016956453,0.00008271932,0.0000063623147,0.000003780358,0.008329011],"genre_scores_gemma":[0.99754584,0.000008256991,0.0006904927,0.0015712767,0.00005568477,0.0000029508487,0.000001378824,0.0000032936873,0.000120806406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975731,0.000319221,0.0006020021,0.00022984046,0.0010395438,0.00023629626],"domain_scores_gemma":[0.9991617,0.00019770241,0.00032924672,0.00019504566,0.000023757804,0.00009255314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0051645506,0.0001256564,0.00026558113,0.000038237995,0.00030473003,0.00010464294,0.00031352774,0.00005491238,0.0012234785],"category_scores_gemma":[0.000019223735,0.00006155405,0.00009527107,0.00020534305,0.0006068068,0.00017743326,0.00012441953,0.00023204685,0.0000073200076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029672377,0.002189839,0.5712107,0.00016484871,0.00012344008,0.000032296284,0.006152786,0.0356774,0.32259503,0.047082067,0.0037290347,0.010745845],"study_design_scores_gemma":[0.000901991,0.0002615169,0.93505335,0.000032601256,0.000020518317,0.000012042745,0.0016609409,0.0005291769,0.049746204,0.006121899,0.0054558963,0.00020386023],"about_ca_topic_score_codex":0.000091591435,"about_ca_topic_score_gemma":0.00016989837,"teacher_disagreement_score":0.36384267,"about_ca_system_score_codex":0.00006194988,"about_ca_system_score_gemma":0.000075188225,"threshold_uncertainty_score":0.9996895},"labels":[],"label_agreement":null},{"id":"W4282943362","doi":"10.21271/zjpas.34.3.8","title":"A REVIEW ON PHARMACOLOGICAL ACTIVITIES AND MEDICINAL USES OF ANISOPUS MANNII N.E.Br.","year":2022,"lang":"en","type":"review","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Traditional medicine; Ethnobotany; Medicinal plants; Antimicrobial; Herb; Antiparasitic; Medicinal herbs; Ethnomedicine; Medicine; Chemistry","score_opus":0.11148950421049432,"score_gpt":0.3979471888780612,"score_spread":0.2864576846675669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282943362","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014966348,0.9957311,9.0789257e-7,0.00047106083,0.0002331495,0.0004397307,0.000010648792,0.000004803294,0.0016119601],"genre_scores_gemma":[0.001564596,0.99720645,0.00017688892,0.0007094912,0.00023564788,0.000013533972,0.0000014035061,0.00000774233,0.000084227424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808687,0.000097392905,0.0006752915,0.00025328854,0.0006806518,0.00020652832],"domain_scores_gemma":[0.9983804,0.0004610113,0.0009283074,0.00006985687,0.0000366313,0.00012376961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148514,0.00026645992,0.0021144347,0.00019588701,0.00021970678,0.000014842494,0.00021170135,0.000073244184,0.00023018947],"category_scores_gemma":[0.00010842536,0.00013426671,0.0002051706,0.00037354731,0.0007843682,0.00005658195,0.00014785139,0.00063112704,7.973929e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055036286,0.00013714898,0.000030430941,0.026218727,0.00032910236,0.000083086976,0.00010036487,7.51366e-8,0.000044497974,0.00037616867,0.011495658,0.9611297],"study_design_scores_gemma":[0.00044540505,0.0016265931,0.000035392342,0.030138105,0.0026105463,0.0010691937,0.00050981296,1.6735619e-7,0.00003234428,0.0001230326,0.96324897,0.00016045861],"about_ca_topic_score_codex":5.95569e-7,"about_ca_topic_score_gemma":3.188722e-7,"teacher_disagreement_score":0.96096927,"about_ca_system_score_codex":0.000028780649,"about_ca_system_score_gemma":0.0002166519,"threshold_uncertainty_score":0.54752374},"labels":[],"label_agreement":null},{"id":"W4381827144","doi":"10.21271/zjpas.35.2.11","title":"Assessment of Some Physico-Chemical Parameters and Heavy Metals in The Greater Zab River Path from Bekhma to Al Guwayr District in Erbil Province-KRI.","year":2023,"lang":"en","type":"article","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Salahaddin University-Erbil","keywords":"Alkalinity; Total dissolved solids; Environmental chemistry; Water quality; Nitrate; Chemistry; Nitrite; Phosphorus; Heavy metals; Environmental science; Environmental engineering; Ecology","score_opus":0.03025563147384797,"score_gpt":0.29012338851372227,"score_spread":0.2598677570398743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381827144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750024,0.000024215347,0.00010519878,0.00184168,0.000047286198,0.00016595883,0.000018794988,0.0000028203021,0.00029379645],"genre_scores_gemma":[0.9973776,0.000028318644,0.0019436755,0.00060593244,0.000023213592,0.000007795792,0.000001364569,0.0000024841097,0.000009634205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998578,0.00010048946,0.0003527203,0.00022118608,0.00053872133,0.00020888896],"domain_scores_gemma":[0.99954003,0.00012661392,0.00016230704,0.0000895339,0.0000040768064,0.00007745367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013381006,0.00010595624,0.00023678907,0.00007924435,0.000075086224,0.000065286906,0.00028103834,0.000033772332,0.000030357309],"category_scores_gemma":[0.000010708201,0.00006240613,0.000038554652,0.00043982005,0.00042385136,0.00024280194,0.00012985946,0.00016151073,0.0000046909954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050071254,0.0016401975,0.5051594,0.00011092667,0.00014306339,0.00022113544,0.049520846,0.015695365,0.32326984,0.010984798,0.010275579,0.08247817],"study_design_scores_gemma":[0.0007756474,0.00029818906,0.97891206,0.000059088165,0.00002170605,0.000009678257,0.0030067777,0.0005831117,0.007555944,0.007571002,0.0010155931,0.00019119319],"about_ca_topic_score_codex":0.0001811114,"about_ca_topic_score_gemma":0.00006252092,"teacher_disagreement_score":0.4737527,"about_ca_system_score_codex":0.000044988476,"about_ca_system_score_gemma":0.00003238683,"threshold_uncertainty_score":0.2544848},"labels":[],"label_agreement":null},{"id":"W4382536202","doi":"10.21271/zjpas.35.2.13","title":"Spring Water Quality Assessment Using Water Quality Index in Shawre Valley- Sulaymaniyah-Iraqi Kurdistan Region","year":2023,"lang":"en","type":"article","venue":"ZANCO Journal of Pure and Applied Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Water quality; Index (typography); Quality (philosophy); Hydrology (agriculture); Environmental science; Geography; Water resource management; Geology; Engineering; Biology; Computer science; Ecology; Geotechnical engineering; Physics","score_opus":0.09472206361569312,"score_gpt":0.3560283316559504,"score_spread":0.26130626804025725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382536202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99455756,0.000017988708,0.0012899925,0.0015784206,0.00022592976,0.00014128703,0.0000022780769,0.000019072786,0.002167485],"genre_scores_gemma":[0.9988219,0.000027069074,0.0006817972,0.0002407283,0.00008855393,0.000003401727,0.0000017151738,0.000007601698,0.0001271991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705255,0.00028386735,0.0008432164,0.00036750681,0.00091848016,0.0005343726],"domain_scores_gemma":[0.99933517,0.00006146364,0.00025689724,0.00017135765,0.00001606325,0.00015905268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064152544,0.00018567037,0.00035865977,0.00016191957,0.00041361054,0.00017689448,0.0003793748,0.000090137764,0.00020587497],"category_scores_gemma":[0.000010551294,0.00011095342,0.00008732346,0.00037033288,0.00041193396,0.0004997298,0.0003142243,0.00030914196,0.000035228615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001502733,0.0003010174,0.606884,0.00011767593,0.00004359287,0.00009331107,0.011839221,0.02505662,0.34461108,0.0060999207,0.0003944004,0.004408904],"study_design_scores_gemma":[0.0013917348,0.0001521778,0.9453571,0.00009017387,0.000023492332,0.000047752797,0.0064990143,0.0012429594,0.02487138,0.014755527,0.004991039,0.0005776434],"about_ca_topic_score_codex":0.00049740844,"about_ca_topic_score_gemma":0.0005438159,"teacher_disagreement_score":0.3384731,"about_ca_system_score_codex":0.0001917597,"about_ca_system_score_gemma":0.000037500602,"threshold_uncertainty_score":0.45245492},"labels":[],"label_agreement":null}]}