{"meta":{"query_hash":"25763dd0ba65","filters":{"venue":"IOSR Journal of Environmental Science Toxicology and Food Technology"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/25763dd0ba65","api":"https://metacan.xera.ac/api/v1/cohort?venue=IOSR+Journal+of+Environmental+Science+Toxicology+and+Food+Technology"},"results":[{"id":"W2171945926","doi":"10.9790/2402-08821116","title":"An Assessment of Water Quality in River Periyar, Kerala, South India Using Water Quality Index","year":2014,"lang":"en","type":"article","venue":"IOSR Journal of Environmental Science Toxicology and Food Technology","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":8,"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":"Water quality; Index (typography); Environmental science; Quality (philosophy); Water resource management; Hydrology (agriculture); Geography; Geology; Ecology; Biology; Computer science; Geotechnical engineering","score_opus":0.021398828332259937,"score_gpt":0.3237126182443499,"score_spread":0.30231378991208996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171945926","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":[0.9977551,0.000014729866,0.0011701584,0.00056559994,0.00014163456,0.00016405228,0.000011619958,0.000011719363,0.00016538272],"genre_scores_gemma":[0.99654245,0.000011640117,0.0031854277,0.00021326831,0.00002103781,0.0000041729522,0.000001640312,0.000008808384,0.000011551276],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99682766,0.0005507271,0.00096646807,0.00044701263,0.0005873509,0.0006207885],"domain_scores_gemma":[0.99898285,0.00004288797,0.0004211475,0.00035106993,0.000010569679,0.00019147313],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00462733,0.00021883532,0.00051220873,0.00039077963,0.00026072556,0.000024589484,0.00066655537,0.00030800575,0.00073439174],"category_scores_gemma":[0.000033683198,0.00014876852,0.00007152153,0.00024114804,0.004565874,0.00064820953,0.0005226775,0.000522145,0.000012042334],"study_design_candidate":"observational","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":[0.000026303966,0.0004030914,0.49225914,0.0000059647696,0.000011867468,0.000003235946,0.0014563239,0.0004633937,0.503374,0.00051645667,4.7039805e-7,0.001479738],"study_design_scores_gemma":[0.0009899177,0.0016309769,0.8702514,0.000010658238,0.000016192624,0.000064610314,0.00083170034,0.00043219034,0.12119015,0.004239163,0.00012097258,0.00022202579],"about_ca_topic_score_codex":0.00005873628,"about_ca_topic_score_gemma":0.00004988457,"teacher_disagreement_score":0.38218385,"about_ca_system_score_codex":0.000429048,"about_ca_system_score_gemma":0.00003296201,"threshold_uncertainty_score":0.99814314},"labels":[],"label_agreement":null},{"id":"W2326561635","doi":"10.9790/2402-081235357","title":"Pollution Status of Metals in Sediments from Ikere, Iseyin, Opeki, Ofiki and Igangan Sections of the Ogun River Basin","year":2014,"lang":"en","type":"article","venue":"IOSR Journal of Environmental Science Toxicology and Food Technology","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":"Ogun state; Pollution; Environmental science; Heavy metals; Sediment; Drainage basin; Structural basin; Geology; Environmental chemistry; Hydrology (agriculture); Geochemistry; Geography; Archaeology; Geomorphology; Chemistry; Geotechnical engineering","score_opus":0.01009722427396749,"score_gpt":0.23525961481117502,"score_spread":0.22516239053720755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326561635","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":[0.997998,0.00016806649,0.00013068813,0.0011572284,0.0001397523,0.00013731753,0.000041377734,0.0000038771946,0.0002236778],"genre_scores_gemma":[0.9985011,0.0001625433,0.0011117293,0.00018853253,0.000008899143,0.000002540602,4.57415e-7,0.0000038781886,0.00002030857],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985425,0.00017464705,0.00046121766,0.00022271252,0.00030712312,0.0002918353],"domain_scores_gemma":[0.999208,0.000057092933,0.00044333108,0.00018756371,0.000005447809,0.000098613404],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00082771794,0.00011476046,0.00027689728,0.00020364797,0.00016148922,0.000006720974,0.00033815196,0.00015211118,0.00017760851],"category_scores_gemma":[0.000085962754,0.00008452917,0.000044190238,0.00040049906,0.004332876,0.00027504712,0.00041210093,0.00025589069,0.0000030502592],"study_design_candidate":"observational","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":[0.000036430312,0.00042993453,0.39973783,0.000004655427,0.000036850222,0.0000013867465,0.0010275983,0.00021079453,0.5910269,0.0013235644,0.000019270714,0.006144788],"study_design_scores_gemma":[0.0007189101,0.0007857859,0.84645873,0.000018219089,0.000032942422,0.00003940561,0.0006798727,0.000070582646,0.1449787,0.0054052137,0.00073029863,0.00008131696],"about_ca_topic_score_codex":0.00016167262,"about_ca_topic_score_gemma":0.00015310217,"teacher_disagreement_score":0.4467209,"about_ca_system_score_codex":0.00017716261,"about_ca_system_score_gemma":0.000027969643,"threshold_uncertainty_score":0.9983768},"labels":[],"label_agreement":null},{"id":"W2330376948","doi":"10.9790/2402-0893114123","title":"Comparative Laboratory Study on Antimicrobial Effects of Fresh and Dry Ginger (Zingiber officinale), Taif, KSA","year":2014,"lang":"en","type":"article","venue":"IOSR Journal of Environmental Science Toxicology and Food Technology","topic":"Ginger and Zingiberaceae research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Zingiber officinale; Antimicrobial; Traditional medicine; Biology; Medicine; Microbiology","score_opus":0.03410109786310246,"score_gpt":0.3732500342034753,"score_spread":0.33914893634037285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330376948","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":[0.997282,0.001072375,0.000028277365,0.0005785751,0.00036785734,0.0003809109,0.00001211096,0.0000176884,0.0002601978],"genre_scores_gemma":[0.9991278,0.00022708726,0.00021347486,0.0003226191,0.00006407753,0.000007825522,3.169895e-7,0.00001106745,0.00002571174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979002,0.00046125805,0.00046027818,0.0003792638,0.00028451247,0.00051448186],"domain_scores_gemma":[0.99851024,0.00065475085,0.00037017596,0.00018807387,0.000055444598,0.00022132749],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018595152,0.00023263699,0.0005938281,0.0007525248,0.00041154693,0.00001684184,0.0004493263,0.00034637717,0.00007644779],"category_scores_gemma":[0.00019140723,0.00019747976,0.00004902903,0.0004387909,0.0038978742,0.00018223851,0.00030170556,0.0012207943,0.00000989829],"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":[0.00025653458,0.0018428769,0.13723512,0.000032953474,0.0001799852,0.000045743833,0.0014218447,0.00002871005,0.853459,0.00069499353,0.000100743295,0.004701467],"study_design_scores_gemma":[0.0038208603,0.014414115,0.22249833,0.00006133493,0.00018788155,0.00016791296,0.0016601842,0.000105539846,0.75508046,0.00049151335,0.0012330862,0.000278778],"about_ca_topic_score_codex":0.0000011045844,"about_ca_topic_score_gemma":0.000006091147,"teacher_disagreement_score":0.09837856,"about_ca_system_score_codex":0.00008237252,"about_ca_system_score_gemma":0.00007800634,"threshold_uncertainty_score":0.998813},"labels":[],"label_agreement":null},{"id":"W2333314472","doi":"10.9790/2402-08220513","title":"Some trace metals content of atmospheric dusts deposition in Katima Mulilo metropolis, Namibia","year":2014,"lang":"en","type":"article","venue":"IOSR Journal of Environmental Science Toxicology and Food Technology","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":3,"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":"University of Namibia","keywords":"TRACE (psycholinguistics); Environmental science; Deposition (geology); Environmental chemistry; Chemistry; Geology; Geomorphology","score_opus":0.011123062024356275,"score_gpt":0.2276007718206126,"score_spread":0.21647770979625633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333314472","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":[0.9966671,0.0011503337,0.00072733575,0.00077525,0.00018970024,0.00025388005,0.00000529579,0.000012949757,0.00021818446],"genre_scores_gemma":[0.9872063,0.00045859464,0.012094498,0.00015826426,0.000027927994,0.000011160254,3.977505e-7,0.000015064046,0.000027832535],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972508,0.00019993323,0.0008872926,0.00046607116,0.0006190273,0.000576892],"domain_scores_gemma":[0.99867153,0.0001284626,0.0006574889,0.00033506905,0.0000059709314,0.0002015031],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001859544,0.00025054894,0.00059769646,0.0002040752,0.00016435454,0.0000129001155,0.00072974904,0.00029633575,0.00037441406],"category_scores_gemma":[0.000260768,0.00021820953,0.000091015856,0.0005924973,0.0051083164,0.00066291535,0.00048742015,0.00047962385,0.00003042697],"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":[0.00004142713,0.0008240333,0.06647872,0.0000068933537,0.00003223111,0.000016433441,0.00014051286,0.0006913852,0.91114384,0.0010950345,0.000009180306,0.019520324],"study_design_scores_gemma":[0.001986476,0.006622001,0.56241083,0.000046204023,0.00009820512,0.0006535242,0.0009105851,0.0014086565,0.41946355,0.005539723,0.00044265686,0.00041757734],"about_ca_topic_score_codex":0.00001637699,"about_ca_topic_score_gemma":0.00003116506,"teacher_disagreement_score":0.4959321,"about_ca_system_score_codex":0.0005837413,"about_ca_system_score_gemma":0.000020718617,"threshold_uncertainty_score":0.9975992},"labels":[],"label_agreement":null},{"id":"W4403871753","doi":"10.9790/2402-1810014953","title":"Philosophical Thinking About Somalia's Oil And Gas Exploration","year":2024,"lang":"en","type":"article","venue":"IOSR Journal of Environmental Science Toxicology and Food Technology","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","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":"Fossil fuel; Petroleum engineering; Chemistry; Geology; Organic chemistry","score_opus":0.021495791958946707,"score_gpt":0.22805537705810155,"score_spread":0.20655958509915484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403871753","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":[0.9651244,0.01172232,0.000224818,0.02093086,0.00029754205,0.000026327672,0.00002414133,0.000020364007,0.0016291876],"genre_scores_gemma":[0.99178374,0.0072022364,0.0005210274,0.00027007444,0.00013725314,0.000004238256,6.120292e-7,0.000008722759,0.000072070216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987837,0.000013121201,0.000538722,0.00033901288,0.000047296046,0.00027813177],"domain_scores_gemma":[0.9994532,0.0000502858,0.0002682813,0.00013036269,0.0000057886264,0.000092103095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009103817,0.00012759151,0.00034979644,0.00085492234,0.00027829732,0.00008488589,0.00027947113,0.00023530707,0.00009943592],"category_scores_gemma":[0.00007661064,0.00012786237,0.000066206674,0.00030683467,0.0014516357,0.00068153144,0.0001461043,0.0003637485,0.000042512835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001655357,0.00012521382,0.018510956,0.00002325416,0.000107752545,0.000036414564,0.000748725,0.000016473621,0.007266555,0.92241627,0.000030001669,0.05070182],"study_design_scores_gemma":[0.00042091854,0.0011601329,0.010761466,0.00003983671,0.000039424023,0.0005000869,0.00028748284,0.0005825801,0.0022342335,0.9742696,0.009453768,0.0002504203],"about_ca_topic_score_codex":0.000002977962,"about_ca_topic_score_gemma":0.000009155078,"teacher_disagreement_score":0.05185337,"about_ca_system_score_codex":0.00011071829,"about_ca_system_score_gemma":0.000028865323,"threshold_uncertainty_score":0.53486127},"labels":[],"label_agreement":null}]}