{"meta":{"query_hash":"227934dbaef4","filters":{"venue":"Environmental Quality Management"},"cohort_total":22,"direct_labels_cover":0,"predictions_cover":22,"exported":22,"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/227934dbaef4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Environmental+Quality+Management"},"results":[{"id":"W2014608760","doi":"10.1002/tqem.20044","title":"Stakeholder engagement: A three-phase methodology","year":2005,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Gable; Stakeholder; Citation; Stakeholder engagement; Quality (philosophy); Library science; Sociology; Computer science; Political science; History; Public relations; Philosophy; Archaeology","score_opus":0.19895975172216515,"score_gpt":0.39647979972803354,"score_spread":0.1975200480058684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014608760","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011859235,0.00010698538,0.96030146,0.0009057493,0.00004704384,0.009433544,0.00014804758,0.00011587222,0.017081996],"genre_scores_gemma":[0.14161265,0.00012480545,0.84179056,0.00023557182,0.000014138312,0.0119379945,0.00019925814,0.000035438923,0.0040494893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96143824,0.0287971,0.0014307029,0.0022282833,0.0050688004,0.0010367951],"domain_scores_gemma":[0.9669352,0.023611471,0.0013151728,0.0026645802,0.0049082376,0.0005653486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033337515,0.0016861735,0.0012037571,0.0028488839,0.003775878,0.004264888,0.0035003189,0.003148174,0.012010309],"category_scores_gemma":[0.03603623,0.0012155651,0.0020325233,0.0024193893,0.0037021893,0.005709198,0.007146807,0.002886873,0.0015517155],"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":[0.00053809345,0.0011731164,0.0055486523,0.0026129216,0.00018707816,0.00034529596,0.022449719,0.0114978645,0.0060336925,0.5922366,0.004410167,0.3529668],"study_design_scores_gemma":[0.0009798696,0.0023196996,0.005527614,0.0019063376,0.00033981111,0.0006521232,0.03216672,0.13182145,0.019529346,0.70759237,0.09688028,0.00028446448],"about_ca_topic_score_codex":0.0026293972,"about_ca_topic_score_gemma":0.0043715145,"teacher_disagreement_score":0.033337515,"about_ca_system_score_codex":0.0038087652,"about_ca_system_score_gemma":0.012024294,"threshold_uncertainty_score":0.17630774},"labels":[],"label_agreement":null},{"id":"W2071585414","doi":"10.1002/tqem.10109","title":"ISO 14000: Added value for Canadian business?","year":2003,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Université de Moncton","funders":"","keywords":"Value (mathematics); Citation; Library science; Computer science","score_opus":0.014850669817889012,"score_gpt":0.22720383072992145,"score_spread":0.21235316091203243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071585414","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030418068,0.011337273,0.006300993,0.11653353,0.0064665535,0.00024020868,0.0061073354,0.0014833043,0.82111275],"genre_scores_gemma":[0.43808687,0.027627027,0.03585002,0.017354848,0.0015506878,0.00021597656,0.011601225,0.0009971304,0.46671617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98962295,0.0005057898,0.0002576608,0.00037709865,0.0079576075,0.0012789101],"domain_scores_gemma":[0.9822328,0.00039888272,0.00034676294,0.00039182906,0.015137882,0.0014918072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005702032,0.0011883848,0.00040198272,0.006091837,0.0048486367,0.01185726,0.0023596045,0.0035551856,0.017806867],"category_scores_gemma":[0.01990584,0.00036848374,0.00040417985,0.009797286,0.0043934146,0.0077611166,0.0017333927,0.003386304,0.0041278065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013447722,0.00009160637,0.004162158,0.00042162408,0.000016445169,0.00019769275,0.0013782502,0.0007644501,0.0016785249,0.23979063,0.5027214,0.24864267],"study_design_scores_gemma":[0.000013187696,0.000032022323,0.019945666,0.00039492824,0.000027967091,0.00008650736,0.0019079562,0.00094384403,0.0009953727,0.015447173,0.96012807,0.00007726669],"about_ca_topic_score_codex":0.9603363,"about_ca_topic_score_gemma":0.94926435,"teacher_disagreement_score":0.08659268,"about_ca_system_score_codex":0.08659268,"about_ca_system_score_gemma":0.16742577,"threshold_uncertainty_score":0.6282768},"labels":[],"label_agreement":null},{"id":"W2115505852","doi":"10.1002/tqem.21348","title":"Where Is the “T” in Environmental, Health, and Safety (EHS)? An Argument for Formalized Hazardous Materials Transportation Management Systems","year":2013,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Risk and Safety Analysis","field":"Decision Sciences","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":"WSP (Canada)","funders":"","keywords":"Hazardous waste; Argument (complex analysis); Risk analysis (engineering); Risk management; Business; Transport engineering; Engineering; Medicine; Waste management","score_opus":0.04209986520441488,"score_gpt":0.3269038800916108,"score_spread":0.2848040148871959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115505852","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11834447,0.0024981156,0.2565145,0.51133317,0.001837217,0.00018352171,0.00020567398,0.0002644157,0.10881897],"genre_scores_gemma":[0.96350193,0.00040157815,0.021723887,0.011714611,0.0005994629,0.00013385805,0.00002584465,0.00005706229,0.0018418898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99060994,0.0035702665,0.00064213335,0.0017789659,0.0022671812,0.0011313922],"domain_scores_gemma":[0.9386978,0.041995365,0.0070004337,0.004707097,0.0045266827,0.0030726932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019614905,0.0009332982,0.001514547,0.0021872802,0.0054433965,0.010467816,0.0027991454,0.009623848,0.009402822],"category_scores_gemma":[0.047737952,0.0012081958,0.0019209991,0.0015019751,0.044615716,0.032645836,0.007979449,0.017575426,0.00080316694],"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":[0.00009109409,0.000079467776,0.0006157651,0.0000657192,0.000020081066,0.00005807619,0.0007123907,0.0011783062,0.00041244758,0.99034226,0.0011083116,0.005316143],"study_design_scores_gemma":[0.00007825212,0.00006080865,0.0006682827,0.000094766016,0.000022633361,0.00002871348,0.0006762524,0.0035325934,0.00040194226,0.98978287,0.0046235328,0.000029409233],"about_ca_topic_score_codex":0.009820958,"about_ca_topic_score_gemma":0.004552782,"teacher_disagreement_score":0.019614905,"about_ca_system_score_codex":0.006681113,"about_ca_system_score_gemma":0.009200086,"threshold_uncertainty_score":0.10373479},"labels":[],"label_agreement":null},{"id":"W2740733244","doi":"10.1002/tqem.21496","title":"The Montreal Protocol is Amended and Strengthened","year":2017,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Protocol (science); Business; Environmental science; Meteorology; Geography; Medicine","score_opus":0.014635362171217171,"score_gpt":0.2667221480205094,"score_spread":0.2520867858492922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740733244","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065771574,0.0083369315,0.028043164,0.1401974,0.033731956,0.014684251,0.03773368,0.0058612064,0.7248342],"genre_scores_gemma":[0.016919337,0.0046644164,0.044840027,0.06705981,0.0025201687,0.008848261,0.017410852,0.0009901684,0.836747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93519,0.010846908,0.006349422,0.003652483,0.033849835,0.010111308],"domain_scores_gemma":[0.9076772,0.012619082,0.0033097705,0.01122222,0.059789907,0.0053818645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.044475142,0.0019436503,0.0025185365,0.0089682145,0.010351252,0.018913984,0.012097696,0.025730684,0.059392117],"category_scores_gemma":[0.08292688,0.0032000425,0.0047848425,0.0071107224,0.0062144706,0.0046860594,0.0065575484,0.018109787,0.03175288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017679494,0.00022781402,0.0011597001,0.0005828583,0.00007929337,0.00027425555,0.00070224714,0.0004112519,0.0016672468,0.083146736,0.8775505,0.034021318],"study_design_scores_gemma":[0.000056418725,0.00006887607,0.004704189,0.0003691531,0.00006950345,0.000083285384,0.00022080673,0.00014562039,0.00092566764,0.002399135,0.9908494,0.00010800875],"about_ca_topic_score_codex":0.6672923,"about_ca_topic_score_gemma":0.7354756,"teacher_disagreement_score":0.6672923,"about_ca_system_score_codex":0.02823166,"about_ca_system_score_gemma":0.18473785,"threshold_uncertainty_score":0.6693342},"labels":[],"label_agreement":null},{"id":"W2783779016","doi":"10.1002/tqem.21510","title":"Experimental study of benzene, toluene, ethylbenzene, and xylene (BTEX) contributions in the air pollution of Tehran, Iran","year":2017,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":9,"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 Saskatchewan","funders":"","keywords":"BTEX; Ethylbenzene; Benzene; Gasoline; Toluene; Environmental science; Xylene; Environmental chemistry; Pollution; Environmental engineering; Pollutant; Air quality index; Air pollution; Waste management; Chemistry; Geography; Engineering; Meteorology; Organic chemistry","score_opus":0.024724230973208448,"score_gpt":0.2773194864260324,"score_spread":0.2525952554528239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783779016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790937,0.00016011734,0.0010959157,0.00002843512,0.000041385127,0.00006450388,0.00015091951,0.0000136264025,0.00053567986],"genre_scores_gemma":[0.9955004,0.00048774676,0.0023609668,0.00007159932,0.00003064583,0.0001546429,0.00034229935,0.0000085961265,0.0010431434],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99942696,0.00007727289,0.000033865013,0.00015399032,0.00021374239,0.00009427911],"domain_scores_gemma":[0.9996674,0.00003566436,0.0000548611,0.000031198575,0.00016752294,0.000043425363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066935556,0.0005465153,0.00036579638,0.0005242769,0.0007095467,0.0003662481,0.0004651055,0.00038524208,0.0007945104],"category_scores_gemma":[0.0002464205,0.00023670995,0.00083927915,0.0004516076,0.0003348131,0.00029749208,0.0003426962,0.00072921003,0.0001703764],"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":[0.0021786792,0.0067152535,0.100879975,0.0005636061,0.00028612764,0.00044606812,0.0011382707,0.0036492061,0.8584863,0.00077384285,0.0009977126,0.023884911],"study_design_scores_gemma":[0.00056796626,0.028590875,0.27441671,0.000072235394,0.0007181722,0.0004657532,0.0022571562,0.013151274,0.67206544,0.0009893564,0.0065776603,0.00012740926],"about_ca_topic_score_codex":0.0052593155,"about_ca_topic_score_gemma":0.005777063,"teacher_disagreement_score":0.0052593155,"about_ca_system_score_codex":0.0004583234,"about_ca_system_score_gemma":0.0009441916,"threshold_uncertainty_score":0.0104573965},"labels":[],"label_agreement":null},{"id":"W2886260485","doi":"10.1002/tqem.21560","title":"The comparison of a revised Leopold matrix and fuzzy methods in environmental impact assessment, a case study: The construction of Al‐A'amiriya residential complex, Baghdad, Iraq","year":2018,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Multi-Criteria Decision Making","field":"Decision 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":"University of Saskatchewan","funders":"","keywords":"Fuzzy logic; Weighting; Matrix (chemical analysis); Environmental impact assessment; Computer science; Operations research; Mathematics; Artificial intelligence; Law","score_opus":0.2477413759880455,"score_gpt":0.5870958877912247,"score_spread":0.3393545118031792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886260485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.855093,0.00080270873,0.12893629,0.00080805254,0.00007772733,0.0007240864,0.00024386826,0.00008019749,0.013233982],"genre_scores_gemma":[0.87633955,0.00036911172,0.12198195,0.00003659402,0.00001275034,0.00020479881,0.00007204839,0.0000101550995,0.0009730593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911088,0.0064191353,0.0003604466,0.0003688335,0.0015795478,0.0001632747],"domain_scores_gemma":[0.9794774,0.014081127,0.0009217774,0.0005384842,0.0046919524,0.00028930177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009950102,0.0005580319,0.00041283134,0.0045304354,0.0009165905,0.0021134184,0.00078441587,0.00063942844,0.0014648337],"category_scores_gemma":[0.021351406,0.00023447249,0.0005020689,0.0028059538,0.000977512,0.0010220406,0.0011830194,0.0005458273,0.00014868302],"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":[0.0015453448,0.0014156147,0.07043998,0.0015420492,0.00028495133,0.0018509779,0.015896669,0.2667491,0.010718735,0.03371884,0.0030912198,0.59274644],"study_design_scores_gemma":[0.00015801827,0.0014218059,0.0631385,0.00032251704,0.00014426005,0.0005855937,0.021071872,0.88892424,0.005715385,0.00933457,0.008973086,0.00021015272],"about_ca_topic_score_codex":0.025659215,"about_ca_topic_score_gemma":0.033335548,"teacher_disagreement_score":0.025659215,"about_ca_system_score_codex":0.0032327042,"about_ca_system_score_gemma":0.0015941277,"threshold_uncertainty_score":0.05262178},"labels":[],"label_agreement":null},{"id":"W2938455445","doi":"10.1002/tqem.21622","title":"Usage of polystyrene disposable food dishes in the lightweight concrete making","year":2019,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":2,"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 Saskatchewan","funders":"","keywords":"Polystyrene; Materials science; Slump; Compressive strength; Composite material; Expanded polystyrene; Penetration (warfare); Scanning electron microscope; Portland cement; Cement; Curing (chemistry); Polymer","score_opus":0.008963629143908435,"score_gpt":0.20997971916112063,"score_spread":0.20101609001721218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938455445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99876815,0.00019259176,0.0005212236,0.0000074034047,0.0000028091392,0.0000066033826,0.000037379148,0.0000073204124,0.0004563231],"genre_scores_gemma":[0.9969982,0.00023909053,0.0020301156,0.000007764535,0.000001318047,0.000004727171,0.000102337006,0.0000047066314,0.0006118164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996644,0.000065334454,0.000023286453,0.00006289285,0.00013949984,0.000044538247],"domain_scores_gemma":[0.99958163,0.00007464333,0.00017996706,0.000032589363,0.00006621818,0.00006492056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031148086,0.0003478568,0.00013757564,0.00029066697,0.00021230863,0.00035739885,0.00019427095,0.00016145849,0.0012671943],"category_scores_gemma":[0.0002637541,0.000120860015,0.0002462763,0.00027751454,0.00022609328,0.00018909598,0.0003570256,0.00021776523,0.000320214],"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":[0.00020202779,0.000043605614,0.011679433,0.000115974755,0.000021356027,0.00024740596,0.00011014827,0.00035216633,0.9785718,0.000040547417,0.000021497226,0.008594103],"study_design_scores_gemma":[0.000006460593,0.0017470248,0.08730736,0.000057542133,0.00009652313,0.00056524895,0.00057378714,0.000527509,0.906241,0.000058862563,0.0028029503,0.000015758711],"about_ca_topic_score_codex":0.0011461409,"about_ca_topic_score_gemma":0.003588958,"teacher_disagreement_score":0.0012671943,"about_ca_system_score_codex":0.00021520103,"about_ca_system_score_gemma":0.00035924962,"threshold_uncertainty_score":0.0042392015},"labels":[],"label_agreement":null},{"id":"W2995430696","doi":"10.1002/tqem.21661","title":"Do disinfection byproducts in drinking water have an effect on human cancer risk worldwide? A meta‐analysis","year":2019,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":20,"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":"Medicine; Meta-analysis; Odds ratio; Internal medicine; Confidence interval; Cancer; Cohort study; Subgroup analysis; Breast cancer; Colorectal cancer; Oncology","score_opus":0.02713568349290991,"score_gpt":0.30266979050680337,"score_spread":0.27553410701389347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995430696","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015501708,0.98035175,0.0017397683,0.00037393457,0.0005114824,0.00025219432,0.0008212995,0.000042442363,0.00040540303],"genre_scores_gemma":[0.5202842,0.46984392,0.0038721536,0.0017189725,0.0008052375,0.0011090076,0.0013715002,0.000073513715,0.00092154596],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9898185,0.0057410384,0.001929271,0.001349764,0.00084054196,0.00032088254],"domain_scores_gemma":[0.98752695,0.008680905,0.0016138499,0.0008089178,0.0011609157,0.00020844783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014369694,0.003249665,0.013551876,0.004283113,0.00064276456,0.003496311,0.0016631078,0.0021781204,0.0031784715],"category_scores_gemma":[0.021786852,0.0016732066,0.05882918,0.004820849,0.0006391719,0.0014635008,0.0015135485,0.002505481,0.00032469886],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002036506,0.000018720772,0.0062186895,0.045723908,0.94151527,0.000079272024,0.000028875234,0.0005152191,0.00022497632,0.00007858765,0.0002781671,0.003281915],"study_design_scores_gemma":[0.00028018758,0.00013793849,0.0036231128,0.002287475,0.9924515,0.00004135882,0.000017618297,0.0001994638,0.00013126081,0.0001277684,0.0006901274,0.000012169436],"about_ca_topic_score_codex":0.006725572,"about_ca_topic_score_gemma":0.008861143,"teacher_disagreement_score":0.014369694,"about_ca_system_score_codex":0.0017260909,"about_ca_system_score_gemma":0.0018945292,"threshold_uncertainty_score":0.07599515},"labels":[],"label_agreement":null},{"id":"W3039471837","doi":"10.1002/tqem.21678","title":"Investigating the quantitative and qualitative status of effluent in the wastewater treatment plant in Iran Central Iron Ore","year":2020,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","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":"Iron Ore Company (Canada)","funders":"","keywords":"Effluent; Biochemical oxygen demand; Total suspended solids; Wastewater; Chemical oxygen demand; Wastewater quality indicators; Fecal coliform; Total dissolved solids; Suspended solids; Water quality; Sewage treatment; Environmental science; Surface water; Irrigation; Environmental engineering; Pulp and paper industry; Engineering; Ecology","score_opus":0.08911754577527016,"score_gpt":0.32602253592435054,"score_spread":0.2369049901490804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039471837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988072,0.00009478346,0.00044069494,0.000022306212,0.0000037874677,0.000010849068,0.000088842506,0.000007448374,0.00052417535],"genre_scores_gemma":[0.9981925,0.000099408644,0.0009522475,0.000029068118,0.0000032334488,0.000011175166,0.00015787891,0.0000032096755,0.00055129227],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996,0.00005488566,0.000026802605,0.000059902733,0.00020273434,0.00005569344],"domain_scores_gemma":[0.99978036,0.000030236226,0.00006130815,0.000006851721,0.000106749896,0.000014499838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038301636,0.0002525036,0.00031059954,0.0008757689,0.00040837,0.0005929467,0.00020902097,0.00042925513,0.00039087053],"category_scores_gemma":[0.00029842442,0.00009704746,0.00033335088,0.0006210506,0.00028429806,0.00019130886,0.00021076466,0.00019456827,0.00009932798],"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":[0.0005289531,0.00042067847,0.27737647,0.0005673705,0.000094450166,0.0005397354,0.0016031167,0.0015914537,0.6658863,0.00023020104,0.00047957886,0.050681632],"study_design_scores_gemma":[0.000018752235,0.0007038523,0.86420697,0.000029344828,0.00007482939,0.0005264662,0.002875887,0.002350799,0.12661609,0.00021168576,0.0023579528,0.00002745557],"about_ca_topic_score_codex":0.008529487,"about_ca_topic_score_gemma":0.012692065,"teacher_disagreement_score":0.008529487,"about_ca_system_score_codex":0.0004699758,"about_ca_system_score_gemma":0.00073363894,"threshold_uncertainty_score":0.016959667},"labels":[],"label_agreement":null},{"id":"W3189925800","doi":"10.1002/tqem.21788","title":"Fermentation of whey and its permeate using a genetically modified strain of <i>Escherichia coli</i> K12 MG1655 to produce 2,3‐butanediol","year":2021,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre National en Électrochimie et en Technologies Environnementales; Université de Sherbrooke","funders":"","keywords":"Lactose; Fermentation; Food science; Chemistry; Yield (engineering); Effluent; 2,3-Butanediol; Bioreactor; Aeration; Lactose permease; Escherichia coli; Chromatography; Biochemistry; Waste management; Materials science; Organic chemistry","score_opus":0.016981375108336232,"score_gpt":0.2561373029148705,"score_spread":0.2391559278065343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189925800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996601,0.00036967223,0.002051552,0.00007387471,0.00003425724,0.000036550202,0.00031620055,0.000044707736,0.00047223282],"genre_scores_gemma":[0.9888154,0.00046981487,0.0077810506,0.000035089368,0.0000090668755,0.000023350633,0.00092194707,0.00003716306,0.0019069703],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997348,0.00005075297,0.000040267812,0.000051289313,0.00007622368,0.000046613044],"domain_scores_gemma":[0.999897,0.000013545327,0.00003804022,0.00001242271,0.00001533191,0.000023676064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002511298,0.00071094744,0.00050915335,0.00014995389,0.00014391268,0.00042900807,0.00023650602,0.00026337666,0.00030532244],"category_scores_gemma":[0.00018866968,0.0001437326,0.00046930654,0.0003112858,0.00014562771,0.00022994215,0.00033443893,0.00047978287,0.00017835615],"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":[0.000032913355,0.000026466201,0.00008214771,0.00001990904,0.0000041070366,0.000022564804,0.00000677992,0.00005305114,0.99948174,0.000009507664,0.000008261891,0.0002525766],"study_design_scores_gemma":[0.000006259051,0.00027980868,0.0027710889,0.000006002583,0.000017580714,0.000073437506,0.000029327624,0.0008121518,0.99527967,0.000008049751,0.0007097489,0.000006838619],"about_ca_topic_score_codex":0.0034191455,"about_ca_topic_score_gemma":0.0034176058,"teacher_disagreement_score":0.0034191455,"about_ca_system_score_codex":0.00033818185,"about_ca_system_score_gemma":0.00028616324,"threshold_uncertainty_score":0.006798446},"labels":[],"label_agreement":null},{"id":"W4220920897","doi":"10.1002/tqem.21864","title":"Environmental life cycle assessment of different types of the municipal wastewater pipeline network","year":2022,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":8,"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 Saskatchewan","funders":"","keywords":"Life-cycle assessment; Wastewater; Environmental science; Sewage; Waste management; Environmental pollution; Pollution; Environmental engineering; Engineering; Production (economics); Environmental protection","score_opus":0.012967919265713656,"score_gpt":0.25593022659391096,"score_spread":0.2429623073281973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220920897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725811,0.00019310233,0.021015173,0.00008447939,0.000015676238,0.00014513957,0.001683842,0.00013915471,0.0041423915],"genre_scores_gemma":[0.9945522,0.00007124661,0.0033455684,0.0000070167557,0.000001397652,0.0000710031,0.00076039665,0.000011198285,0.0011800257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99940646,0.00020289372,0.00002912807,0.00009664045,0.00016903957,0.00009590375],"domain_scores_gemma":[0.99892837,0.00046201798,0.00011790304,0.000071508744,0.0003713745,0.000048837883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013270096,0.00066577306,0.00042135414,0.0015780344,0.00053254113,0.000878388,0.0005565574,0.00064256456,0.001974458],"category_scores_gemma":[0.0018199455,0.00035315804,0.0013776014,0.001484345,0.00028337308,0.00095425517,0.0005487161,0.0003744185,0.00017404326],"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":[0.00018990421,0.00009144899,0.015500345,0.000084375635,0.00008223006,0.00014424464,0.000028931801,0.9641435,0.0047808397,0.000920397,0.00032968118,0.013704024],"study_design_scores_gemma":[0.000018832969,0.00033405164,0.010571983,0.0000107970345,0.00006177077,0.000040812378,0.00007397267,0.9818133,0.004841102,0.00138277,0.0008313744,0.000019280442],"about_ca_topic_score_codex":0.015598644,"about_ca_topic_score_gemma":0.010138807,"teacher_disagreement_score":0.015598644,"about_ca_system_score_codex":0.0021591247,"about_ca_system_score_gemma":0.0007979957,"threshold_uncertainty_score":0.031015694},"labels":[],"label_agreement":null},{"id":"W4313421410","doi":"10.1002/tqem.21953","title":"Assessment of deep aquifer groundwater quality in a geographically unique climatic region of Southern Western Ghats, India using water quality indices","year":2022,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary 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":"Water quality; Groundwater; Alkalinity; Weathering; Monsoon; Hydrology (agriculture); Environmental science; Carbonate; Water resource management; Geography; Geology; Geochemistry; Chemistry; Ecology; Meteorology","score_opus":0.022069678560466616,"score_gpt":0.26329442914850076,"score_spread":0.24122475058803414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313421410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988391,0.000050479273,0.00021712948,0.000020072126,0.0000012696601,0.000011648906,0.00037830294,0.000013716934,0.00046822653],"genre_scores_gemma":[0.99925333,0.000034268247,0.00029111071,0.000009335936,0.0000013612514,0.000009839041,0.0002968379,0.0000012946608,0.000102596285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979275,0.000048174905,0.000020910535,0.000042308773,0.000050348775,0.000045659042],"domain_scores_gemma":[0.999671,0.000056016157,0.00012007312,0.000026459451,0.00008284417,0.00004365148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019157227,0.00027959692,0.00020095511,0.0016349576,0.00037032232,0.0006734539,0.00034523263,0.0001799585,0.00036136658],"category_scores_gemma":[0.0003384005,0.00015932764,0.00022678936,0.00273837,0.0005184722,0.0002405534,0.00051672175,0.00016040719,0.0000842154],"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":[0.000086905085,0.000053729054,0.9757101,0.00010388112,0.00011930103,0.0004965906,0.0014747125,0.0011121803,0.009283411,0.00013623892,0.00026146785,0.011161532],"study_design_scores_gemma":[0.000002746664,0.000041481915,0.9968929,0.000006041189,0.000026484042,0.00023201782,0.001549333,0.0005841573,0.00036235954,0.00004187649,0.0002528283,0.000007861227],"about_ca_topic_score_codex":0.047519322,"about_ca_topic_score_gemma":0.08399469,"teacher_disagreement_score":0.047519322,"about_ca_system_score_codex":0.00064545113,"about_ca_system_score_gemma":0.00068285584,"threshold_uncertainty_score":0.09448546},"labels":[],"label_agreement":null},{"id":"W4378381797","doi":"10.1002/tqem.22017","title":"Recycling of waste aluminum/magnesium metal scrap into useful Al‐ZrO<sub>2</sub> alloy composite for eco‐friendly structural applications","year":2023,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Scrap; Materials science; Ultimate tensile strength; Composite number; Toughness; Alloy; Metallurgy; Environmentally friendly; Composite material; Environmental pollution; Casting; Environmental science","score_opus":0.013713959861504794,"score_gpt":0.23864318796793296,"score_spread":0.22492922810642818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378381797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945299,0.00069014163,0.0034751333,0.000020387333,0.00001749593,0.000012317885,0.0000797126,0.00012559199,0.0010493699],"genre_scores_gemma":[0.9942596,0.00023268624,0.00367216,0.000013458031,0.0000031590657,0.0000055868527,0.00005834201,0.000018953562,0.0017360005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987423,0.000011465071,0.00000784803,0.000023161716,0.000058320747,0.000025016],"domain_scores_gemma":[0.9999293,0.000006958838,0.000023065515,0.000007606134,0.000023775372,0.000009299193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010590062,0.00032213662,0.00025740275,0.00044187484,0.0002000869,0.00029925606,0.00022591164,0.0002790957,0.0007998583],"category_scores_gemma":[0.00008918148,0.00017886792,0.0004289064,0.00023115972,0.00010072312,0.00019931707,0.0001374782,0.00015065502,0.00035096434],"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":[0.000054622185,0.00000967105,0.0001611333,0.000045036002,0.0000052491755,0.000046433393,0.000007631848,0.00010323611,0.99780685,0.000018608576,0.000023042734,0.0017184701],"study_design_scores_gemma":[0.0000027621575,0.000094120114,0.001202108,0.000002216334,0.000014541069,0.000053926302,0.000013960531,0.00046998047,0.9976768,0.0000068962554,0.00046031788,0.0000024668182],"about_ca_topic_score_codex":0.0006708727,"about_ca_topic_score_gemma":0.0025500061,"teacher_disagreement_score":0.0007998583,"about_ca_system_score_codex":0.000169063,"about_ca_system_score_gemma":0.0001625652,"threshold_uncertainty_score":0.0026758313},"labels":[],"label_agreement":null},{"id":"W4383721835","doi":"10.1002/tqem.22059","title":"Occurrence of antimicrobials in animal manure‐amended soils around the breeding farms: The case of the Saigon River (southern Vietnam)","year":2023,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","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":"Université de Montréal","funders":"","keywords":"Manure; Soil water; Antimicrobial; Livestock; Veterinary medicine; Environmental science; Agriculture; Florfenicol; Animal science; Environmental chemistry; Biology; Agronomy; Chemistry; Antibiotics; Ecology; Medicine; Microbiology","score_opus":0.04584505188067864,"score_gpt":0.307373450237752,"score_spread":0.2615283983570733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383721835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989943,0.0001726614,0.00006539547,0.00004645235,0.000002253418,0.000008066192,0.00015558589,0.0000022739655,0.0005529152],"genre_scores_gemma":[0.9989925,0.00020752357,0.00016578974,0.000021711012,0.0000021543813,0.0000046585387,0.00011122012,0.0000012679359,0.0004931571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998287,0.000019855643,0.000013771951,0.000044478962,0.00005040396,0.00004274401],"domain_scores_gemma":[0.99978596,0.000027654442,0.00007765901,0.000006900015,0.00006382149,0.000038024606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014873676,0.0002488946,0.00022268223,0.0012402057,0.00072143733,0.00085787615,0.0003446964,0.0003364206,0.00055015786],"category_scores_gemma":[0.0001823814,0.0001919612,0.00017477431,0.0015370379,0.00061760016,0.00028252386,0.00030823608,0.00018953752,0.000080349775],"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":[0.00009127258,0.000103052036,0.90315807,0.000370049,0.00007991972,0.014011348,0.0073747146,0.00050693133,0.0588233,0.00016906328,0.00024314714,0.015069093],"study_design_scores_gemma":[0.0000063031725,0.0001222687,0.9655055,0.000068930254,0.00004333485,0.0025068808,0.023426019,0.0007061925,0.004270933,0.00006278991,0.0032625531,0.00001837566],"about_ca_topic_score_codex":0.07234519,"about_ca_topic_score_gemma":0.12256386,"teacher_disagreement_score":0.07234519,"about_ca_system_score_codex":0.0008173862,"about_ca_system_score_gemma":0.00089065137,"threshold_uncertainty_score":0.14384818},"labels":[],"label_agreement":null},{"id":"W4387822936","doi":"10.1002/tqem.22115","title":"Physicochemical and biological characteristics of River Hindon at Galheta station from 2009 to 2020","year":2023,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":17,"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 Toronto","funders":"SRM Institute of Science and Technology","keywords":"Biochemical oxygen demand; Alkalinity; Water quality; Chemical oxygen demand; Total suspended solids; Total dissolved solids; Environmental science; Hydrology (agriculture); Environmental engineering; Chemistry; Wastewater; Ecology; Biology; Engineering","score_opus":0.0281976717584167,"score_gpt":0.27385733183314404,"score_spread":0.24565966007472734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387822936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978115,0.00006824446,0.00008431656,0.00003855698,0.0000052392525,0.000010906999,0.0008909193,0.00001149399,0.0010788527],"genre_scores_gemma":[0.99632,0.000082483515,0.00030619756,0.000043734322,0.000007255895,0.000019599924,0.0017857938,0.000003470189,0.0014314197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998759,0.000015987715,0.000009378028,0.000031533436,0.000043021304,0.000024141696],"domain_scores_gemma":[0.9997631,0.000032197775,0.000058335787,0.000014389578,0.00009449258,0.00003754775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014459383,0.00021511794,0.00019113164,0.00088635157,0.0005202874,0.0007797958,0.0002696213,0.00033997803,0.0010148677],"category_scores_gemma":[0.00019545542,0.00012663931,0.00020384403,0.0014446451,0.00027722842,0.00029652027,0.00033753522,0.0002317317,0.0002234185],"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":[0.000095453724,0.000058379865,0.973106,0.00008832128,0.00004232943,0.00080584845,0.0010550239,0.0004550912,0.011849437,0.00007408084,0.00060739357,0.011762551],"study_design_scores_gemma":[0.0000024269673,0.000057690737,0.9961396,0.0000079313,0.000013093349,0.0001526066,0.0010759393,0.0003298142,0.0007050004,0.00002070915,0.0014875061,0.000007635156],"about_ca_topic_score_codex":0.01726168,"about_ca_topic_score_gemma":0.045213792,"teacher_disagreement_score":0.01726168,"about_ca_system_score_codex":0.0006008435,"about_ca_system_score_gemma":0.0005995853,"threshold_uncertainty_score":0.03432244},"labels":[],"label_agreement":null},{"id":"W4388733111","doi":"10.1002/tqem.22154","title":"Occurrence, persistence, and ecological risk of bisphenol A in surface water receiving raw leachate from a municipal solid waste open dump in Kerawalapitiya, Sri Lanka","year":2023,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":5,"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 Sri Jayewardenepura","keywords":"Leachate; Dry season; Environmental science; Wet season; Surface water; Municipal solid waste; Environmental engineering; Environmental chemistry; Raw material; Waste management; Toxicology; Ecology; Biology; Chemistry; Engineering","score_opus":0.029049499016593275,"score_gpt":0.3330225483702829,"score_spread":0.30397304935368963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388733111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997272,0.000014233852,0.000021308771,0.0000042910774,3.786225e-7,0.0000032022028,0.0001024768,0.0000012671898,0.00012564835],"genre_scores_gemma":[0.9995919,0.000038295337,0.00006499233,0.0000055159308,8.7821644e-7,0.000007677504,0.0001573279,4.4444303e-7,0.00013295739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998078,0.000022594864,0.00002475901,0.00005710096,0.000042511518,0.000045199577],"domain_scores_gemma":[0.9997036,0.000043235028,0.00010938103,0.000013364305,0.00008484744,0.00004550218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012736848,0.00026646745,0.0002546534,0.00075915566,0.00061676494,0.0006783055,0.00025475223,0.00029222888,0.0006231433],"category_scores_gemma":[0.00022300585,0.00019949654,0.0003392185,0.001096213,0.0003973515,0.00028715507,0.0005244276,0.00020395116,0.0001476573],"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":[0.000088104505,0.000051441457,0.97729045,0.000046399487,0.00005525641,0.00040437732,0.0012667071,0.00013625632,0.017837701,0.000015475547,0.000052830223,0.002754993],"study_design_scores_gemma":[0.0000014996151,0.00012545598,0.9964265,0.0000033620151,0.000017243134,0.00014205996,0.0022544859,0.00009791891,0.00080656866,0.0000048710153,0.00011400456,0.00000596361],"about_ca_topic_score_codex":0.042505044,"about_ca_topic_score_gemma":0.07310029,"teacher_disagreement_score":0.042505044,"about_ca_system_score_codex":0.0005907926,"about_ca_system_score_gemma":0.0005306734,"threshold_uncertainty_score":0.08451527},"labels":[],"label_agreement":null},{"id":"W4389107923","doi":"10.1002/tqem.22161","title":"PET pyrolysis: Kinetics of a‐graphite","year":2023,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Recycling and Waste Management Techniques","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":"Heritage College","funders":"","keywords":"Pyrolysis; Incineration; Materials science; Activation energy; Kinetics; Chemical engineering; Mixed waste; Waste management; Graphite; Municipal solid waste; Heat of combustion; Fourier transform infrared spectroscopy; Process engineering; Combustion; Radioactive waste; Organic chemistry; Chemistry; Composite material; Engineering","score_opus":0.015715149705074042,"score_gpt":0.2625839374885784,"score_spread":0.24686878778350435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389107923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98292315,0.0026612764,0.0062984806,0.00009256719,0.000047099307,0.000058363414,0.0012902782,0.00010615532,0.006522718],"genre_scores_gemma":[0.99487114,0.00078291324,0.0009286,0.000016185604,0.0000035388591,0.000014054911,0.0003367721,0.000018483892,0.003028347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964905,0.000057912366,0.000018099186,0.000077869365,0.00014689824,0.000050092556],"domain_scores_gemma":[0.99972636,0.00013851526,0.000031499538,0.00002029785,0.00006944357,0.000013818374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036626396,0.0004553046,0.00031559815,0.00029052625,0.00024064998,0.0003163796,0.0002892309,0.00049536,0.00303599],"category_scores_gemma":[0.0006371648,0.00026511578,0.00046333883,0.00047605805,0.00021128538,0.00048271194,0.00015220535,0.00067011226,0.0008032714],"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":[0.0014494074,0.00023340917,0.003914553,0.0008845321,0.0000819387,0.00049463875,0.00029836837,0.017210826,0.9513383,0.0014958052,0.0007485827,0.021849604],"study_design_scores_gemma":[0.000013380013,0.00048969133,0.006819406,0.000041958523,0.00001805266,0.00024436676,0.00008658957,0.032006457,0.957061,0.00031445402,0.0028754887,0.000029311805],"about_ca_topic_score_codex":0.0031707848,"about_ca_topic_score_gemma":0.0018953074,"teacher_disagreement_score":0.0031707848,"about_ca_system_score_codex":0.0003999601,"about_ca_system_score_gemma":0.00020929058,"threshold_uncertainty_score":0.010156393},"labels":[],"label_agreement":null},{"id":"W4399264931","doi":"10.1002/tqem.22263","title":"Physicochemical and heavy metal pollution level in Hindon River ecosystem: An implication to public health risk assessment","year":2024,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":16,"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 Toronto","funders":"","keywords":"Pollution; Heavy metals; Ecosystem health; Ecosystem; Environmental science; Risk assessment; River pollution; Environmental planning; Water resource management; Ecosystem services; Environmental chemistry; Ecology; Computer science; Chemistry; Biology","score_opus":0.056268101217706375,"score_gpt":0.33774941661602353,"score_spread":0.28148131539831717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399264931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829596,0.00024874762,0.00024232356,0.000084875086,0.0000039895517,0.0000106226225,0.00014438247,0.0000058631867,0.0009632881],"genre_scores_gemma":[0.99854076,0.00019779721,0.00036914658,0.00003578618,0.0000050637577,0.0000069546645,0.0001288786,0.0000011423848,0.00071448926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998785,0.000028952629,0.000009772711,0.000021453068,0.000039333907,0.00002198868],"domain_scores_gemma":[0.99978286,0.000039897383,0.00006361863,0.000008587598,0.00006976367,0.00003531208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021100977,0.00023004037,0.00018113395,0.0009391365,0.0005660124,0.0008840793,0.00020595301,0.00029507105,0.0009556008],"category_scores_gemma":[0.0001753604,0.00014203989,0.00021302562,0.001129089,0.00032172535,0.00027713802,0.00040343983,0.0002103158,0.00008644151],"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":[0.00012306284,0.00013180399,0.9633593,0.0001689966,0.000065314816,0.0009149205,0.0010934371,0.0005998396,0.011792353,0.00029954463,0.00041688595,0.02103461],"study_design_scores_gemma":[0.000004356925,0.00022914648,0.9911249,0.000034921126,0.000048922004,0.00049689686,0.0028043664,0.0014147299,0.0019320871,0.00039803435,0.0014978909,0.000013628946],"about_ca_topic_score_codex":0.008664256,"about_ca_topic_score_gemma":0.01744202,"teacher_disagreement_score":0.008664256,"about_ca_system_score_codex":0.00047120897,"about_ca_system_score_gemma":0.0006319438,"threshold_uncertainty_score":0.01722765},"labels":[],"label_agreement":null},{"id":"W4403453767","doi":"10.1002/tqem.22328","title":"An Integrated Spatial Fuzzy‐Based Site Suitability Assessment Framework for Agricultural BMP Placement","year":2024,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for International Governance Innovation; Balsillie School of International Affairs; University of Toronto; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fuzzy logic; Agriculture; Business; Computer science; Environmental resource management; Transport engineering; Environmental planning; Engineering; Geography; Environmental science; Artificial intelligence","score_opus":0.015010422887922458,"score_gpt":0.29957078071726534,"score_spread":0.28456035782934286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403453767","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018259162,0.000066944114,0.97873175,0.00011321027,0.0000068357854,0.00007807512,0.00012562153,0.00009299651,0.0025254434],"genre_scores_gemma":[0.5924837,0.000101089034,0.40573522,0.000038685936,0.000016339405,0.00022506324,0.00021196953,0.000021274862,0.0011665864],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989236,0.00039048682,0.00008079505,0.00014415011,0.0003849779,0.00007599655],"domain_scores_gemma":[0.9988446,0.00047718233,0.00012537278,0.000053751963,0.00043697143,0.00006199246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025090252,0.00052224024,0.00044100356,0.0026058436,0.0004938493,0.001716693,0.001031765,0.0005451875,0.0017275056],"category_scores_gemma":[0.0035979624,0.0002455813,0.000771316,0.0012592786,0.0008042357,0.001070949,0.0010927785,0.00050059345,0.00019728715],"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":[0.0000311487,0.00006901893,0.002805049,0.00007791813,0.000054429198,0.0001423699,0.00018429042,0.8976325,0.0027760745,0.040688135,0.0007647288,0.054774273],"study_design_scores_gemma":[0.0000030716199,0.000014196703,0.0003728735,0.000014733544,0.00000857706,0.000018817136,0.000051551608,0.98921025,0.0003303728,0.00945961,0.0005097255,0.000006262365],"about_ca_topic_score_codex":0.011782294,"about_ca_topic_score_gemma":0.016085349,"teacher_disagreement_score":0.011782294,"about_ca_system_score_codex":0.0017560717,"about_ca_system_score_gemma":0.0016533361,"threshold_uncertainty_score":0.023427427},"labels":[],"label_agreement":null},{"id":"W4409203394","doi":"10.1002/tqem.70086","title":"Evaluating the Effectiveness and Challenges of Climate Change Policies in Afghanistan","year":2025,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Climate change; Environmental planning; Natural resource economics; Environmental resource management; Political science; Business; Geography; Economics","score_opus":0.11399091164301023,"score_gpt":0.4119924647710977,"score_spread":0.29800155312808746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409203394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8699534,0.011869676,0.0045332,0.015467791,0.00021142919,0.0009891703,0.00090754667,0.00005703106,0.09601078],"genre_scores_gemma":[0.99381363,0.002774964,0.0020498037,0.00044339674,0.000033695433,0.0002228038,0.00016223364,0.0000067100354,0.0004928508],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96988374,0.020159677,0.0014705019,0.0007564537,0.0050919726,0.0026376806],"domain_scores_gemma":[0.946886,0.035201207,0.0065328297,0.0006738861,0.009647838,0.0010582538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04044824,0.0006584539,0.00061058125,0.00625198,0.0031091429,0.007973162,0.0011379974,0.0018634773,0.0022851587],"category_scores_gemma":[0.049971655,0.00029003833,0.000609831,0.0085961865,0.001907723,0.0042702877,0.002201558,0.0017175325,0.00023600819],"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":[0.0012691588,0.0028072093,0.25530508,0.008936701,0.0015975012,0.0024982425,0.023161186,0.11569206,0.0054816445,0.19176885,0.011858849,0.37962353],"study_design_scores_gemma":[0.00052185333,0.007877055,0.35670644,0.0125245815,0.0022933558,0.0005144369,0.21388164,0.091729335,0.016659409,0.08613221,0.21059632,0.0005633883],"about_ca_topic_score_codex":0.037863694,"about_ca_topic_score_gemma":0.038308356,"teacher_disagreement_score":0.04044824,"about_ca_system_score_codex":0.02311577,"about_ca_system_score_gemma":0.02085201,"threshold_uncertainty_score":0.21391326},"labels":[],"label_agreement":null},{"id":"W4413024596","doi":"10.1002/tqem.70116","title":"Preventing Microplastic Pollution in Surface Waters: Legal Frameworks and Strategic Actions","year":2025,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":8,"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 Waterloo","funders":"","keywords":"Pollution; Environmental planning; Microplastics; Business; Environmental science; Environmental resource management; Geology; Oceanography; Ecology","score_opus":0.014089303207779407,"score_gpt":0.25247107468749286,"score_spread":0.23838177147971346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413024596","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010881516,0.48933893,0.011153252,0.39051673,0.003244292,0.00034913805,0.00030556915,0.00017428416,0.09403634],"genre_scores_gemma":[0.24773566,0.6017942,0.030454999,0.10617418,0.0014656631,0.000798708,0.0004027346,0.000046644196,0.011127295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99375725,0.0023606163,0.00043665947,0.00038431055,0.0019283094,0.0011328931],"domain_scores_gemma":[0.98823583,0.0054571056,0.0011507137,0.00030928152,0.0036719386,0.0011751364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016152676,0.0007446542,0.0009170906,0.0029323047,0.00238891,0.00768756,0.0029093497,0.007062939,0.003392484],"category_scores_gemma":[0.009941458,0.00040571069,0.0011526138,0.002635296,0.006154231,0.005357271,0.0038809134,0.0067835166,0.0004842228],"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":[0.000047102174,0.0002811048,0.0020821178,0.011783425,0.00008791431,0.0014440101,0.0030535774,0.004035869,0.0024283563,0.6622131,0.07380686,0.23873664],"study_design_scores_gemma":[0.000026729713,0.00017189792,0.0027411806,0.028830623,0.00010303105,0.00044050207,0.0074646557,0.0010369056,0.0011655797,0.14097679,0.81692606,0.00011603817],"about_ca_topic_score_codex":0.021251885,"about_ca_topic_score_gemma":0.028517865,"teacher_disagreement_score":0.021251885,"about_ca_system_score_codex":0.007407658,"about_ca_system_score_gemma":0.054567236,"threshold_uncertainty_score":0.08542454},"labels":[],"label_agreement":null},{"id":"W4416129050","doi":"10.1002/tqem.70222","title":"Understanding of Sustainable Consumption Among University Students: A Cross‐Sectional Study at Herat, Afghanistan","year":2025,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","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":"Western University","funders":"","keywords":"Consumption (sociology); Stratified sampling; Psychological intervention; Socioeconomic status; Higher education; Knowledge level","score_opus":0.034375625530322446,"score_gpt":0.27791311124541457,"score_spread":0.24353748571509212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416129050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99959415,0.000045609373,0.000012167667,0.000057877223,0.0000017924918,0.000006169344,0.0000363613,5.9715524e-7,0.0002453422],"genre_scores_gemma":[0.9996136,0.00009586794,0.000028531449,0.00004777854,0.0000027933702,0.000010725344,0.000029136996,3.994495e-7,0.00017118479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994991,0.00011277811,0.00004226244,0.00004370462,0.00013406802,0.0001680767],"domain_scores_gemma":[0.99891424,0.000239675,0.00033831844,0.000040159546,0.00023557179,0.00023207733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061716,0.00023588266,0.00035449548,0.0009099195,0.00153634,0.0011524941,0.0003502631,0.0006871557,0.0033154464],"category_scores_gemma":[0.0016955134,0.00035852907,0.0003228182,0.0012044539,0.00044570825,0.0007712355,0.0006000512,0.00076124497,0.00048179462],"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":[0.000023078122,0.00030143975,0.99084014,0.00002982006,0.000014881157,0.00008993464,0.005371367,0.000017539372,0.00031034715,0.000024671013,0.00011307247,0.0028636816],"study_design_scores_gemma":[0.000004615737,0.0003327173,0.9648402,0.000055109198,0.000018645931,0.00017858497,0.033593416,0.00013746595,0.00014528426,0.000030261406,0.0006540776,0.000009734924],"about_ca_topic_score_codex":0.0132189905,"about_ca_topic_score_gemma":0.01813255,"teacher_disagreement_score":0.0132189905,"about_ca_system_score_codex":0.00058227975,"about_ca_system_score_gemma":0.0010150388,"threshold_uncertainty_score":0.026284099},"labels":[],"label_agreement":null}]}