{"meta":{"query_hash":"857d6f2e7d3b","filters":{"venue":"Jurnal Ilmu Lingkungan"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/857d6f2e7d3b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Jurnal+Ilmu+Lingkungan"},"results":[{"id":"W2947682348","doi":"10.14710/jil.17.1.1-6","title":"PERMEABILITAS TANAH BERBAGAI TIPE PENGGUNAAN LAHAN DI TANAH ALUVIAL PESISIR DAS CIMANUK, INDRAMAYU","year":2019,"lang":"id","type":"article","venue":"Jurnal Ilmu Lingkungan","topic":"Water and Land Management","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.007395075781081976,"score_gpt":0.23033371882072715,"score_spread":0.22293864303964517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947682348","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":[0.9479273,0.00056512136,0.000056146593,0.001518172,0.0024971254,0.0012337327,0.00007201415,0.00013230863,0.045998096],"genre_scores_gemma":[0.9530681,0.00020395844,0.0002601882,0.0010531759,0.0008976662,0.000027022075,0.0000742361,0.000117083706,0.0442986],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940829,0.00034252022,0.0010290071,0.0014937439,0.0014910991,0.0015607008],"domain_scores_gemma":[0.9973007,0.00014786617,0.00040262518,0.0013124088,0.000053630378,0.000782785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011202641,0.00084953813,0.00082174013,0.00022114941,0.00060182484,0.00050216937,0.001376807,0.00035760048,0.004784195],"category_scores_gemma":[0.00008493507,0.000754086,0.0005291197,0.0005264785,0.00038393604,0.00077302934,0.0011042511,0.0010657973,0.010220932],"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":[0.0024890362,0.0061951713,0.6249609,0.0019423288,0.0023359964,0.0015333197,0.03159446,0.004422112,0.15903127,0.0035822894,0.08549094,0.07642219],"study_design_scores_gemma":[0.0036016803,0.002164392,0.41860944,0.00038679194,0.0006710689,0.00008020205,0.0026193236,0.0025586998,0.0127305,0.00069800037,0.5534633,0.0024166116],"about_ca_topic_score_codex":0.0011292268,"about_ca_topic_score_gemma":0.0005330393,"teacher_disagreement_score":0.46797237,"about_ca_system_score_codex":0.0006596369,"about_ca_system_score_gemma":0.000091497706,"threshold_uncertainty_score":0.99949104},"labels":[],"label_agreement":null},{"id":"W3153584060","doi":"10.31258/jil.15.1.p.79-88","title":"STRATEGI PENERAPAN TEKNOLOGI PEMANENAN AIR HUJAN SKALA INDIVIDU RUMAH TANGGA UNTUK MENDUKUNG PERTANIAN PERKOTAAN BERKELANJUTAN","year":2021,"lang":"en","type":"article","venue":"Jurnal Ilmu Lingkungan","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Respondent; Analytic hierarchy process; Government (linguistics); Business; Transport engineering; Environmental planning; Geography; Engineering; Operations research; Political science","score_opus":0.009826713947784418,"score_gpt":0.2141808982225848,"score_spread":0.20435418427480037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153584060","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":[0.9301842,0.00019976712,0.00007679337,0.0023445385,0.00053393346,0.00029808993,0.0000181342,0.0001917639,0.0661528],"genre_scores_gemma":[0.98379093,0.00010903113,0.0022856356,0.0009579534,0.00025374204,0.000020453268,0.00009222012,0.00006295112,0.012427108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963929,0.00015781783,0.0006217713,0.00091971806,0.00092888024,0.0009788825],"domain_scores_gemma":[0.99864066,0.00006184253,0.00022641591,0.0006017343,0.00004397435,0.0004253587],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049670064,0.0004962994,0.00043566545,0.00014243057,0.0006713633,0.00031753985,0.0006580832,0.00018706036,0.0024710475],"category_scores_gemma":[0.00006673751,0.00046208044,0.00021028722,0.0007362108,0.00021068251,0.00048508876,0.00092509185,0.00059369317,0.00072319823],"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":[0.00022171078,0.0019053476,0.5869645,0.00016937568,0.0007335164,0.0043269806,0.010855171,0.0019754122,0.26319623,0.010187031,0.02116812,0.098296605],"study_design_scores_gemma":[0.0024696717,0.0007090089,0.6816558,0.00021697777,0.00026008755,0.0004978206,0.008466582,0.0009051268,0.03510736,0.0032628498,0.2640078,0.00244086],"about_ca_topic_score_codex":0.00026650762,"about_ca_topic_score_gemma":0.002569997,"teacher_disagreement_score":0.2428397,"about_ca_system_score_codex":0.0003975668,"about_ca_system_score_gemma":0.00011728336,"threshold_uncertainty_score":0.9997831},"labels":[],"label_agreement":null},{"id":"W3161279880","doi":"10.31258/jil.13.2.p.162-178","title":"PEMODELAN PERUBAHAN PENGGUNAAN LAHAN DI KABUPATEN KAMPAR","year":2019,"lang":"en","type":"article","venue":"Jurnal Ilmu Lingkungan","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Land use; Geography; Markov chain; Environmental science; Paddy field; Forestry; Agroforestry; Mathematics; Civil engineering; Statistics; Engineering","score_opus":0.01089260906464902,"score_gpt":0.18350842998638642,"score_spread":0.17261582092173738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161279880","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":[0.9875872,0.00010094947,0.0000030263534,0.0017245873,0.00045702522,0.00035247562,0.000011963577,0.00016371625,0.009599052],"genre_scores_gemma":[0.9867308,0.00007133274,0.000105925865,0.0003044017,0.000489473,0.000012668229,0.00016472678,0.0000024953042,0.012118135],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983292,0.00005489419,0.0003080644,0.0004182867,0.0003949557,0.0004945515],"domain_scores_gemma":[0.99944204,0.00005283403,0.00013692031,0.000086222004,0.00008683951,0.00019513736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024157504,0.0002594826,0.00026241285,0.000022754797,0.00026564923,0.00016733227,0.00045223243,0.00010780958,0.0005366951],"category_scores_gemma":[0.000012961644,0.0000905368,0.00016221932,0.0003170608,0.000026188627,0.00026634577,0.0001825795,0.00024484633,0.0007399106],"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":[0.00016498973,0.00040116595,0.25388896,0.00006681063,0.00022056267,0.000061003142,0.0016510087,0.0001223941,0.59359384,0.006359454,0.00966051,0.13380927],"study_design_scores_gemma":[0.0003411274,0.00033813683,0.80762744,0.00006227738,0.000035464913,0.0000151539825,0.0011749322,0.00035743383,0.004042916,0.00038253676,0.18498838,0.00063420256],"about_ca_topic_score_codex":0.0001769577,"about_ca_topic_score_gemma":0.00029116322,"teacher_disagreement_score":0.589551,"about_ca_system_score_codex":0.000054643406,"about_ca_system_score_gemma":0.000009675779,"threshold_uncertainty_score":0.9510301},"labels":[],"label_agreement":null},{"id":"W4205860906","doi":"10.14710/jil.20.2.219-230","title":"Pemetaan Zona Kerentanan Airtanah Pesisir Formasi Batugamping Terhadap Pencemaran Nitrat Di Kecamatan Sepulu Madura","year":2022,"lang":"id","type":"article","venue":"Jurnal Ilmu Lingkungan","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","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":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.02108795751152322,"score_gpt":0.2151010566403204,"score_spread":0.19401309912879716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205860906","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":[0.9694459,0.007219967,0.000029362644,0.0036804231,0.002332662,0.0005926593,0.00031744366,0.0001644343,0.016217174],"genre_scores_gemma":[0.9854824,0.00065797556,0.00013552894,0.0014420435,0.0009380522,0.000017302546,0.00037958656,0.000028307804,0.010918797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937356,0.00055687205,0.001156956,0.0011364166,0.0016266605,0.0017874872],"domain_scores_gemma":[0.99749815,0.00047406033,0.00058992114,0.0005256476,0.00014261542,0.00076959084],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085422746,0.0008485484,0.0011130805,0.00021775493,0.0043341885,0.00048511618,0.0013413705,0.0001817602,0.006094099],"category_scores_gemma":[0.000131619,0.0006891613,0.00072976603,0.0011156109,0.00041923168,0.0005591589,0.0005633558,0.0019662024,0.0008465509],"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":[0.0018972795,0.0021187272,0.80183595,0.00084675563,0.0019881877,0.0023716523,0.007539617,0.0060124816,0.0015965131,0.003281108,0.006136322,0.1643754],"study_design_scores_gemma":[0.0014858303,0.0032051436,0.76947224,0.0001636066,0.0005185269,0.00029212623,0.008112366,0.006153898,0.0004136162,0.0029229175,0.20534241,0.001917311],"about_ca_topic_score_codex":0.0014343644,"about_ca_topic_score_gemma":0.0013664784,"teacher_disagreement_score":0.19920608,"about_ca_system_score_codex":0.00008078478,"about_ca_system_score_gemma":0.00016345557,"threshold_uncertainty_score":0.9999314},"labels":[],"label_agreement":null},{"id":"W4387462707","doi":"10.14710/jil.21.4.987-991","title":"Kajian Inventarisasi Keanekaragaman Jenis Flora dan Fauna Hutan Lindung Kasinan Kota Batu","year":2023,"lang":"id","type":"article","venue":"Jurnal Ilmu Lingkungan","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Biology; Geography","score_opus":0.035452887177231086,"score_gpt":0.2969195253890643,"score_spread":0.2614666382118332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387462707","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":[0.96574914,0.0014448112,0.0000037921338,0.005705313,0.0020021112,0.00050954963,0.00021148774,0.00074499345,0.023628775],"genre_scores_gemma":[0.92857146,0.00094133767,0.0001391943,0.00043027298,0.006311133,0.00004468762,0.00066617597,0.0004165411,0.06247919],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99032277,0.0004172947,0.0018031403,0.0018763278,0.0023599835,0.003220471],"domain_scores_gemma":[0.99463123,0.0005073887,0.0006778278,0.0018483624,0.0004649261,0.0018702578],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001632987,0.0013285533,0.0013775743,0.0008037601,0.0016809481,0.0013481798,0.0022796101,0.0012918747,0.0005974332],"category_scores_gemma":[0.0005578219,0.0013579795,0.00103569,0.002465419,0.00056238455,0.00050212507,0.0012284628,0.0049456046,0.0029268332],"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":[0.00060821034,0.0016761146,0.024275495,0.002645941,0.0018845951,0.009562016,0.010187008,0.00010645392,0.84306276,0.00096109125,0.0657301,0.039300207],"study_design_scores_gemma":[0.00428605,0.0009666807,0.006762226,0.002922074,0.0005937708,0.0004804103,0.010010544,0.0029169235,0.6509927,0.0006918389,0.31623262,0.0031442083],"about_ca_topic_score_codex":0.0003875114,"about_ca_topic_score_gemma":0.00034598768,"teacher_disagreement_score":0.2505025,"about_ca_system_score_codex":0.00058999786,"about_ca_system_score_gemma":0.0010061729,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W4412790500","doi":"10.14710/jil.23.4.896-906","title":"Determinasi Perubahan Volume Air Terhadap Nilai Parameter Kualitas Air Pada Sumur Gali Masyarakat Di Kelurahan Fitu - Kota Ternate Selatan","year":2025,"lang":"en","type":"article","venue":"Jurnal Ilmu Lingkungan","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Volume (thermodynamics); Physics","score_opus":0.022016189270990787,"score_gpt":0.24699114716943069,"score_spread":0.2249749578984399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412790500","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":[0.96772575,0.0014911172,0.000054198692,0.004916192,0.0020809637,0.0004111003,0.00011880371,0.0003379142,0.022863956],"genre_scores_gemma":[0.8764006,0.00006888857,0.00017858038,0.0018364063,0.0013278096,0.000046310823,0.000038104085,0.000059113358,0.12004418],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696475,0.00016998535,0.00080874586,0.00069025735,0.00046593437,0.00090031035],"domain_scores_gemma":[0.9985062,0.00024112113,0.00027601785,0.0005545146,0.00020573304,0.00021641234],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00030102296,0.0006352607,0.0007163345,0.00028523256,0.0014228822,0.0003389905,0.00063118176,0.0001314026,0.00023113524],"category_scores_gemma":[0.00008840588,0.00048418148,0.00045315333,0.00012795224,0.0005459332,0.0003894923,0.00040502092,0.0007425969,0.00012647889],"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":[0.001951738,0.001924402,0.15756163,0.002414775,0.0059193806,0.0020777422,0.28629366,0.0002815629,0.0087157795,0.13504611,0.23312113,0.1646921],"study_design_scores_gemma":[0.00094330247,0.0003942195,0.016960286,0.00044644697,0.0003073171,0.000049175687,0.005514358,0.0004999439,0.0025219964,0.0043716906,0.9669718,0.0010194636],"about_ca_topic_score_codex":0.0006387557,"about_ca_topic_score_gemma":0.0018434097,"teacher_disagreement_score":0.73385066,"about_ca_system_score_codex":0.00013694096,"about_ca_system_score_gemma":0.000084943655,"threshold_uncertainty_score":0.99987715},"labels":[],"label_agreement":null}]}