{"meta":{"query_hash":"7e454b7a0590","filters":{"venue":"Journal of Ecological Engineering"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/7e454b7a0590","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Ecological+Engineering"},"results":[{"id":"W2646374991","doi":"10.12911/22998993/74284","title":"HABITAT CONDITIONS OF CANADIAN GOLDENROD IN A SELECTED REGION OF EASTERN POLAND","year":2017,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","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":"Habitat; Geography; Ecology; Environmental science; Biology","score_opus":0.041805013849492666,"score_gpt":0.200853919247667,"score_spread":0.15904890539817432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2646374991","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":[0.99901575,0.00007931482,9.717802e-7,0.0004917998,0.000039827046,0.000031817486,0.000012320281,0.0000023419304,0.0003258817],"genre_scores_gemma":[0.9998086,0.00006848921,0.000038561404,0.000007707085,0.00005906215,5.666325e-7,9.272632e-7,3.0403217e-7,0.000015748654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952316,0.000009754555,0.00022428056,0.000046624173,0.00006505402,0.00013111564],"domain_scores_gemma":[0.99954253,0.00010059284,0.00019298444,0.0000128646025,0.00008107835,0.00006992594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103169055,0.00005415731,0.00020650803,0.00005208662,0.000056693876,0.0000121786925,0.00016268766,0.000053021027,0.000022470756],"category_scores_gemma":[0.00031554134,0.000021191572,0.000053337957,0.00013126414,0.000028110044,0.00007277221,0.000021855978,0.00010061497,6.2319697e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028964767,0.00007434241,0.7986047,0.00001295094,0.000029059307,0.00013755773,0.00003937178,0.00022585799,0.19994156,0.00020973885,0.00022608685,0.00046977846],"study_design_scores_gemma":[0.00012265341,0.0002885022,0.9984661,0.000059452068,0.0000054546927,0.000037884616,0.000033561206,0.00016644243,0.00036727035,0.00004080632,0.00036800717,0.000043874603],"about_ca_topic_score_codex":0.0024115392,"about_ca_topic_score_gemma":0.10151442,"teacher_disagreement_score":0.19986136,"about_ca_system_score_codex":0.000019856783,"about_ca_system_score_gemma":0.0000102965805,"threshold_uncertainty_score":0.9148806},"labels":[],"label_agreement":null},{"id":"W2990383054","doi":"10.12911/22998993/112906","title":"Selected Features of Canadian Goldenrod that Predispose the Plant to Phytoremediation","year":2019,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":12,"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":"Phytoremediation; Environmental science; Biology; Ecology; Contamination","score_opus":0.012583750557324478,"score_gpt":0.16182860144406555,"score_spread":0.14924485088674108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990383054","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":[0.9971016,0.00014101206,0.0000011567294,0.001970016,0.00042001536,0.00012198407,0.000030871775,0.000007509603,0.00020584714],"genre_scores_gemma":[0.9994589,0.00006340889,0.00006964196,0.00016635403,0.0001869972,0.0000020270184,0.000004156466,4.797017e-7,0.000048022088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994163,0.000026004036,0.00018013558,0.00007024864,0.00011569563,0.00019162158],"domain_scores_gemma":[0.9992088,0.00047545295,0.000107063795,0.000022849026,0.00008294934,0.000102898644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026589102,0.00007751857,0.00018930687,0.000040523348,0.000051022595,0.000011686457,0.00019441599,0.00008816884,0.00013785234],"category_scores_gemma":[0.00025653842,0.000023708053,0.000058143967,0.00036388557,0.000010626201,0.000050330393,0.000022617083,0.00018712763,0.000006254778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026766636,0.0001988932,0.4953983,0.000038500773,0.00034577737,0.00009786364,0.00064339244,0.012012625,0.4606621,0.0009924868,0.023804229,0.0055381465],"study_design_scores_gemma":[0.00006880818,0.00041205564,0.9897621,0.0000151896265,0.000010417858,0.00003713138,0.00008581973,0.00008526473,0.0012731963,0.000013112732,0.008179031,0.000057849582],"about_ca_topic_score_codex":0.0003880247,"about_ca_topic_score_gemma":0.020433972,"teacher_disagreement_score":0.4943638,"about_ca_system_score_codex":0.000033312597,"about_ca_system_score_gemma":0.000014412344,"threshold_uncertainty_score":0.9974406},"labels":[],"label_agreement":null},{"id":"W3080805270","doi":"10.12911/22998993/125443","title":"Pro-Environmental and Health-Promoting Grounds for Restitution of Flax (Linum usitatissimum L.) Cultivation","year":2020,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":30,"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":"Linum; Restitution; Agronomy; Biology; Political science; Law","score_opus":0.04039933984887976,"score_gpt":0.2260661527228314,"score_spread":0.18566681287395165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080805270","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":[0.9914446,0.00016467406,0.00088678853,0.007206427,0.00006584312,0.00021061543,0.000007335454,0.00001016724,0.0000035341004],"genre_scores_gemma":[0.99775183,0.000034092063,0.0017855023,0.00012713848,0.00028573693,0.00000357632,0.000006757781,5.578714e-7,0.0000048307234],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993061,0.000017230748,0.00032752848,0.000109190405,0.000112588175,0.0001273499],"domain_scores_gemma":[0.9995225,0.00008126309,0.0002585714,0.000010751229,0.000031082196,0.00009580105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003119819,0.00007831788,0.00018920928,0.0000061797246,0.00007865441,0.000017111222,0.0000685714,0.00004878586,0.000020500205],"category_scores_gemma":[0.00013682482,0.00002959712,0.00005927442,0.000069518734,0.000021449841,0.00018304076,0.00003307137,0.00011226139,3.4211854e-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":[0.000039482366,0.00009970182,0.0019653272,0.00006610593,0.000018356395,0.0000016346771,0.00019506765,0.0012095897,0.9767789,0.0002604318,0.000112628244,0.019252736],"study_design_scores_gemma":[0.0006819985,0.007373288,0.9588751,0.000091492286,0.000028889175,0.00003616895,0.00076517,0.010441935,0.017605785,0.00032571558,0.0035238126,0.00025060851],"about_ca_topic_score_codex":0.0000031344905,"about_ca_topic_score_gemma":0.0000015469553,"teacher_disagreement_score":0.95917314,"about_ca_system_score_codex":0.000044152388,"about_ca_system_score_gemma":0.0000049239534,"threshold_uncertainty_score":0.12069356},"labels":[],"label_agreement":null},{"id":"W3087773159","doi":"10.12911/22998993/126875","title":"Micro-Climatic Amelioration in a California Desert: Artificial Shelter Versus Shrub Canopy","year":2020,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"U.S. Bureau of Land Management; Natural Sciences and Engineering Research Council of Canada; Mitacs; York University","keywords":"Shrub; Canopy; Desert (philosophy); Environmental science; Agroforestry; Ecology; Forestry; Geography; Biology","score_opus":0.017842056540190825,"score_gpt":0.20384531462808303,"score_spread":0.1860032580878922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087773159","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":[0.99604183,0.000010832194,0.0030618266,0.00050538103,0.00012584121,0.00005077154,0.000003605312,0.000009057296,0.00019086081],"genre_scores_gemma":[0.9964255,0.000009226503,0.003405506,0.00009536755,0.00005229456,0.000001658957,0.000001981389,0.0000048723173,0.0000036060576],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932885,0.000015817446,0.0003096868,0.00007712646,0.00012505412,0.00014346403],"domain_scores_gemma":[0.99973714,0.000052839343,0.000077603756,0.000033738757,0.0000053725294,0.00009330715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001460574,0.00007317361,0.00013909128,0.00003597832,0.000018308108,0.000022254102,0.000104486855,0.000059473765,0.00031162804],"category_scores_gemma":[0.00012514384,0.000056989997,0.000047523332,0.00017520561,0.0000140203665,0.00011844443,0.000040912106,0.0002086863,0.000076210985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008497124,0.00005043311,0.012101313,0.0000066784114,0.000008469296,0.00010735764,0.00014209376,0.93047935,0.05653354,0.00004475223,0.000051527815,0.00038949848],"study_design_scores_gemma":[0.00065995613,0.00036201367,0.042637777,0.000018740173,0.000020056601,0.00003087471,0.000029330471,0.9539489,0.0009104566,0.00013226333,0.0010825488,0.00016708982],"about_ca_topic_score_codex":0.000004717811,"about_ca_topic_score_gemma":0.0000288441,"teacher_disagreement_score":0.055623084,"about_ca_system_score_codex":0.00015593594,"about_ca_system_score_gemma":0.00000771404,"threshold_uncertainty_score":0.34121084},"labels":[],"label_agreement":null},{"id":"W3106808940","doi":"10.12911/22998993/128863","title":"Comparison of Changes of Road Noise Level Over a Century Quarter: A Case Study of Acoustic Environment in the Mountainous City","year":2020,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","topic":"Noise Effects and Management","field":"Health Professions","cited_by":7,"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":"Quarter (Canadian coin); Noise (video); Noise pollution; Environmental science; Geography; Acoustics; Meteorology; Archaeology; Noise reduction; Computer science","score_opus":0.11364038964094844,"score_gpt":0.37938996545978415,"score_spread":0.26574957581883574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106808940","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":[0.9978603,0.00014184523,0.0008891173,0.00030076495,0.00013056061,0.00064786273,0.0000053715175,0.0000037285517,0.000020453788],"genre_scores_gemma":[0.9995997,0.000042469215,0.00015877382,0.000098868,0.000075232376,0.000017116046,2.6413065e-7,0.0000057985544,0.0000017554969],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99852073,0.00021285878,0.000737171,0.00008652556,0.00025876643,0.00018391797],"domain_scores_gemma":[0.9988032,0.0004658757,0.0005232273,0.000107193046,0.000033229895,0.000067291716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074842793,0.00010445402,0.00052376295,0.0000836371,0.000038236198,0.0000019975473,0.00016412375,0.00006821329,0.00008864687],"category_scores_gemma":[0.00017918843,0.000063885906,0.0000659196,0.000114807095,0.00001616856,0.00003365246,0.000098817116,0.00045707883,6.2717226e-7],"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":[0.0007276954,0.01071389,0.22023845,0.0030144022,0.00052980793,0.0031802133,0.13057171,0.58729756,0.03913622,0.00016520038,0.00086282013,0.003562044],"study_design_scores_gemma":[0.0034034005,0.00743101,0.8845328,0.00021299822,0.00019729747,0.000029691468,0.07200952,0.031649765,0.00009039397,0.000006696524,0.00028852912,0.00014786723],"about_ca_topic_score_codex":0.00011238833,"about_ca_topic_score_gemma":0.00009601452,"teacher_disagreement_score":0.66429436,"about_ca_system_score_codex":0.00007956321,"about_ca_system_score_gemma":0.000018883586,"threshold_uncertainty_score":0.26051915},"labels":[],"label_agreement":null},{"id":"W4389264472","doi":"10.12911/22998993/175877","title":"A Review of the Roots of Ecological Engineering and its Principles","year":2023,"lang":"en","type":"review","venue":"Journal of Ecological Engineering","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecology; Ecological engineering; Environmental science; Geography; Engineering; Biology","score_opus":0.04755574253112925,"score_gpt":0.27421414276217687,"score_spread":0.2266584002310476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389264472","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":[0.010296632,0.98862404,0.000028110006,0.00007645288,0.00023911336,0.00063458935,0.000008211331,0.000021091657,0.000071740724],"genre_scores_gemma":[0.0052673556,0.9943165,0.00020346521,0.000026483973,0.00007208232,0.000031367807,8.629891e-7,0.000020066162,0.00006178816],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.996822,0.00017984887,0.0019681086,0.00027408995,0.00039430344,0.0003616354],"domain_scores_gemma":[0.9969709,0.0012310061,0.0013275846,0.00024232085,0.00006127055,0.00016691351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276048,0.00034318608,0.002510745,0.000107620566,0.000047745176,0.000012423309,0.0007205967,0.0003993194,0.0005602701],"category_scores_gemma":[0.0066328044,0.00018006242,0.0010633809,0.0009125652,0.00008535337,0.000092610615,0.000740659,0.00069494476,0.000012210982],"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":[0.000026345722,0.0015112062,0.0026720504,0.64696074,0.0023898096,0.00043543114,0.00010277481,0.25040698,0.00020131395,0.001948369,0.0010604482,0.09228455],"study_design_scores_gemma":[0.0003210723,0.0008043529,0.037484765,0.08056719,0.0020801302,0.00037882556,0.000034883484,0.0059221024,0.0000086735,0.000073513074,0.87156063,0.00076387485],"about_ca_topic_score_codex":0.0000044908297,"about_ca_topic_score_gemma":0.0000051573165,"teacher_disagreement_score":0.87050015,"about_ca_system_score_codex":0.0003657391,"about_ca_system_score_gemma":0.00004990585,"threshold_uncertainty_score":0.7940566},"labels":[],"label_agreement":null},{"id":"W4398154849","doi":"10.12911/22998993/188121","title":"Evaluating Microplastics Removal Efficiency of Textile Industry Conventional Wastewater Treatment Plant of Thailand","year":2024,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Asian Institute of Technology","keywords":"Microplastics; Textile; Wastewater; Textile industry; Environmental science; Sewage treatment; Waste management; Pulp and paper industry; Environmental engineering; Engineering; Biology; Ecology; Geography","score_opus":0.023493500725943365,"score_gpt":0.25136577217426853,"score_spread":0.22787227144832517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398154849","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":[0.9963472,0.00013182842,0.0027707834,0.000019213145,0.00048544366,0.000049807863,0.00004098097,0.0000055350847,0.0001492383],"genre_scores_gemma":[0.99592584,0.000020063937,0.0039037452,0.0000023808657,0.00006659044,6.976187e-7,0.000002210786,0.000005587955,0.000072871655],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990508,0.000019633288,0.0004574508,0.0000949693,0.00022793867,0.00014922282],"domain_scores_gemma":[0.99940145,0.00032222003,0.0001478867,0.000047665122,0.000013853057,0.000066949935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034100868,0.00009878157,0.00020830521,0.000066939494,0.00001997434,0.000011293088,0.00008818735,0.0001149993,0.0012004866],"category_scores_gemma":[0.0001800369,0.00006478237,0.0000995487,0.00011023473,0.000051250456,0.00004963238,0.00004376908,0.00020678372,0.000011186079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004541991,0.00018990705,0.0017368777,0.0000558774,0.00005901642,0.00012569987,0.000093330134,0.4995408,0.4971647,0.00018671987,0.0001647171,0.00063694397],"study_design_scores_gemma":[0.001201257,0.0034484237,0.03679294,0.00050584966,0.00020385187,0.001402721,0.00006340808,0.8738069,0.078321576,0.00013518562,0.0038545805,0.00026333198],"about_ca_topic_score_codex":0.0000043186274,"about_ca_topic_score_gemma":0.0000012051127,"teacher_disagreement_score":0.41884312,"about_ca_system_score_codex":0.00013172357,"about_ca_system_score_gemma":0.000036236128,"threshold_uncertainty_score":0.9997125},"labels":[],"label_agreement":null},{"id":"W4401117958","doi":"10.12911/22998993/191435","title":"Feasibility Analysis of Grid-Connected Solar Photovoltaic Systems in Dhahran and Bisha, Saudi Arabia","year":2024,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":4,"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":"Photovoltaic system; Grid; Environmental science; Rooftop photovoltaic power station; Meteorology; Engineering physics; Remote sensing; Aerospace engineering; Engineering; Electrical engineering; Geography; Maximum power point tracking; Inverter; Voltage","score_opus":0.014633965138010808,"score_gpt":0.23064031259410242,"score_spread":0.21600634745609162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401117958","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":[0.9902016,0.006533461,0.0016133994,0.000021687707,0.0012706076,0.00007273065,0.000008178007,0.00003751755,0.00024079987],"genre_scores_gemma":[0.99933404,0.00022113103,0.00019385589,0.0000068589457,0.00017019988,0.0000044812423,0.0000025006711,0.000013669461,0.00005329304],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983599,0.00008346454,0.00089783,0.00020161354,0.00020487141,0.0002523205],"domain_scores_gemma":[0.9990964,0.00036839396,0.00017656831,0.00014062748,0.00008540476,0.0001326259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089616765,0.00016668066,0.0008207093,0.0007520116,0.000019657255,0.00005671114,0.00014667337,0.00019173921,0.00007795002],"category_scores_gemma":[0.00029158223,0.000117383715,0.0002619997,0.0011697591,0.000026119635,0.00013923763,0.000041134055,0.0002942466,8.907236e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027885519,0.000091537404,0.008328319,0.0002715326,0.0008666778,0.00026980718,0.00009595156,0.93736887,0.051214166,0.00116826,0.00006184624,0.00023515924],"study_design_scores_gemma":[0.0008000549,0.00036237604,0.26511604,0.0006475596,0.00057945366,0.0001578909,0.00017154442,0.72358066,0.0016005795,0.00012871757,0.0065132887,0.0003418281],"about_ca_topic_score_codex":0.0008255471,"about_ca_topic_score_gemma":0.00058415474,"teacher_disagreement_score":0.25678772,"about_ca_system_score_codex":0.00015878036,"about_ca_system_score_gemma":0.000041130857,"threshold_uncertainty_score":0.47867692},"labels":[],"label_agreement":null},{"id":"W4409438555","doi":"10.12911/22998993/202234","title":"Long-term effects of olive mill wastewater on the physicochemical properties of a wastewater treatment plant in central Morocco – Wastewater quality index approach","year":2025,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","topic":"Edible Oils Quality and Analysis","field":"Chemistry","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":"Wastewater; Sewage treatment; Environmental science; Mill; Term (time); Pulp and paper industry; Environmental engineering; Waste management; Engineering","score_opus":0.022320843250852703,"score_gpt":0.2353368603211542,"score_spread":0.2130160170703015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409438555","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":[0.99924994,0.00032671867,0.000025365436,0.00009242617,0.000072430834,0.0000986381,0.000007692114,0.000009443075,0.000117350406],"genre_scores_gemma":[0.99951273,0.00016200326,0.00008084385,0.000019887018,0.00009867932,0.000018234277,0.0000049949513,0.000010377664,0.00009224925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981798,0.00009526471,0.0008872506,0.00019392012,0.00028601135,0.00035773235],"domain_scores_gemma":[0.9989751,0.00038273263,0.00028493404,0.0002232697,0.000055461467,0.00007852995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003202612,0.00025439306,0.0007834449,0.00013413679,0.000026485277,0.000019917494,0.00029836677,0.0001875366,0.000051709587],"category_scores_gemma":[0.00019050734,0.00012902223,0.0003699189,0.00015803328,0.00008380446,0.00007385884,0.00008204191,0.0003980497,7.017555e-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":[0.0004098717,0.0014582573,0.009727791,0.004091312,0.0005500511,0.000045924553,0.000852966,0.02179215,0.9608733,0.00013492313,0.00000919649,0.000054236316],"study_design_scores_gemma":[0.0011674104,0.00018923411,0.0056387074,0.0015914068,0.00011426508,0.000009020681,0.0002922585,0.0031931088,0.9876186,0.000032938868,0.0000042607876,0.00014878184],"about_ca_topic_score_codex":0.00002292853,"about_ca_topic_score_gemma":0.0000031680615,"teacher_disagreement_score":0.026745286,"about_ca_system_score_codex":0.00018950552,"about_ca_system_score_gemma":0.000038918715,"threshold_uncertainty_score":0.52613735},"labels":[],"label_agreement":null},{"id":"W4412524901","doi":"10.12911/22998993/207193","title":"Groundwater quality assessment for the wells system in Zurbatiyah, Iraq, for civil and irrigation uses by two water quality index approaches","year":2025,"lang":"en","type":"article","venue":"Journal of Ecological Engineering","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":"Mustansiriyah University","keywords":"Groundwater; Irrigation; Water quality; Environmental science; Index (typography); Water resource management; Quality (philosophy); Hydrology (agriculture); Environmental engineering; Engineering; Geotechnical engineering; Computer science; Ecology","score_opus":0.06219791926196529,"score_gpt":0.31093399678146666,"score_spread":0.2487360775195014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412524901","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":[0.6554191,0.000041901818,0.34109014,0.002317061,0.00026290174,0.0005559434,0.000011269924,0.000015045608,0.00028665198],"genre_scores_gemma":[0.99682456,0.0000049689406,0.0027124193,0.00020591545,0.000041301224,0.000080688995,0.0000040572218,0.0000051631246,0.000120923694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9985787,0.00015452555,0.0006788021,0.00015984612,0.00018962235,0.00023849658],"domain_scores_gemma":[0.99895984,0.00071098085,0.00015949017,0.00009908609,0.000016789294,0.00005383766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035873908,0.00012629239,0.00029050373,0.00004128018,0.000107937885,0.00007520198,0.00016681329,0.000084273895,0.00005037163],"category_scores_gemma":[0.00008614414,0.00006896424,0.000096693046,0.0000726589,0.000055775443,0.00019533493,0.00008427413,0.00018016699,0.0000010455582],"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":[0.0005239607,0.0014004675,0.14395466,0.0015089588,0.00040852878,0.0000055325445,0.002022361,0.73125964,0.0410014,0.06976889,0.0029341828,0.005211412],"study_design_scores_gemma":[0.003045758,0.00034022203,0.8497536,0.0000964216,0.0000655338,0.000008200355,0.0008778058,0.12282207,0.0046141907,0.0036532383,0.014390406,0.00033254686],"about_ca_topic_score_codex":0.00009296292,"about_ca_topic_score_gemma":0.00009151606,"teacher_disagreement_score":0.7057989,"about_ca_system_score_codex":0.0004190681,"about_ca_system_score_gemma":0.000011844275,"threshold_uncertainty_score":0.281228},"labels":[],"label_agreement":null}]}