{"meta":{"query_hash":"5733541ffb29","filters":{"venue":"WIT Transactions on Ecology and the Environment"},"cohort_total":28,"direct_labels_cover":0,"predictions_cover":28,"exported":28,"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/5733541ffb29","api":"https://metacan.xera.ac/api/v1/cohort?venue=WIT+Transactions+on+Ecology+and+the+Environment"},"results":[{"id":"W1523170148","doi":"10.2495/bf040131","title":"Remediation of trichloroethylene by zero-valent iron permeable reactive barriers","year":2004,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zerovalent iron; Permeable reactive barrier; Environmental remediation; Trichloroethylene; Groundwater; Leaching (pedology); Environmental chemistry; Groundwater remediation; Chemistry; Groundwater pollution; Waste management; Environmental science; Environmental engineering; Contamination; Aquifer; Geology; Soil water; Adsorption; Soil science","score_opus":0.0030530905336555903,"score_gpt":0.16371657122779382,"score_spread":0.16066348069413822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523170148","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":[0.9961636,0.0005250877,0.0023836424,0.000044643817,0.00001053253,0.00003182284,0.000040199346,0.000034580546,0.0007658269],"genre_scores_gemma":[0.99443805,0.0006228588,0.0034363805,0.000021613638,0.0000039904035,0.000014546957,0.00006324722,0.0000068129257,0.0013924172],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979705,0.0000433963,0.000012319796,0.00003702619,0.000065987064,0.000044267876],"domain_scores_gemma":[0.9999372,0.000008821076,0.000020827254,0.00000641534,0.000016944374,0.000009803099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017409257,0.00048261575,0.00026433813,0.0003556852,0.00016992488,0.00030696508,0.0003145423,0.00034459867,0.0002168972],"category_scores_gemma":[0.00017419668,0.00010813098,0.00023902277,0.0001940336,0.00021843462,0.00017530475,0.00024464415,0.00024909142,0.00013141769],"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":[0.00004278117,0.000021388942,0.0002141714,0.00005769526,0.0000048960546,0.00008990998,0.000022042974,0.00032396332,0.9968792,0.000048646638,0.000021365295,0.002273981],"study_design_scores_gemma":[0.000006192623,0.00028422475,0.001032452,0.000005657963,0.000009236243,0.00010718619,0.000032731838,0.0011405973,0.99621683,0.000015440031,0.0011438723,0.0000055420073],"about_ca_topic_score_codex":0.0021703204,"about_ca_topic_score_gemma":0.003401801,"teacher_disagreement_score":0.0021703204,"about_ca_system_score_codex":0.0002607514,"about_ca_system_score_gemma":0.00023535742,"threshold_uncertainty_score":0.0043153763},"labels":[],"label_agreement":null},{"id":"W2052001395","doi":"10.2495/esus090191","title":"A Review Of The Bioenergy Potential OfResidual Materials In Quebec","year":2009,"lang":"en","type":"review","venue":"WIT Transactions on Ecology and the Environment","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":3,"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":"Bioenergy; Engineering; Biofuel; Waste management","score_opus":0.0125375028663845,"score_gpt":0.23567934848589125,"score_spread":0.22314184561950676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052001395","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":[0.00024516333,0.9970874,0.00007968288,0.00027969072,0.00021115202,0.000005194867,0.00008325241,0.000005472919,0.0020029726],"genre_scores_gemma":[0.0019402889,0.9950499,0.00018597105,0.00014587515,0.00009199151,0.000004279759,0.00006770627,0.0000020498976,0.0025119947],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997162,0.000027362426,0.00003295814,0.000037671918,0.00014443781,0.00004130764],"domain_scores_gemma":[0.99923813,0.00015315927,0.00006678182,0.000017730556,0.00046845962,0.00005566404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00098122,0.0010385242,0.0010087456,0.00458153,0.0007513035,0.0014402659,0.0011431429,0.00090555387,0.006504735],"category_scores_gemma":[0.0011410753,0.00030542637,0.0003922917,0.008813117,0.00059345836,0.0010304281,0.00050780305,0.00075745385,0.0009632133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007286145,0.000055215438,0.00060621166,0.014674667,0.000095718955,0.000303207,0.00014954362,0.0008607919,0.0015599872,0.0056090388,0.08498037,0.89103234],"study_design_scores_gemma":[0.000005192637,0.000032222375,0.002507077,0.002726765,0.000050971223,0.00026086604,0.00007755494,0.00007708273,0.00033752326,0.00036066555,0.9935487,0.00001536277],"about_ca_topic_score_codex":0.4143083,"about_ca_topic_score_gemma":0.6377123,"teacher_disagreement_score":0.5856917,"about_ca_system_score_codex":0.0077313962,"about_ca_system_score_gemma":0.011691147,"threshold_uncertainty_score":0.82379353},"labels":[],"label_agreement":null},{"id":"W2196497869","doi":"10.2495/oil020341","title":"PAH sediment studies in Lake Athabasca and the Athabasca River ecosystem related to the Fort McMurray oil sands operations: sources and trends","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":19,"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":"Oil sands; Tributary; Environmental science; Sediment; Hydrology (agriculture); Asphalt; Geology; Geography; Archaeology; Geotechnical engineering","score_opus":0.010194371177256486,"score_gpt":0.21225700782370593,"score_spread":0.20206263664644944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196497869","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":[0.9978956,0.00016557596,0.000058130667,0.00006200436,0.0000017187382,0.000010947832,0.0006800488,0.000014293202,0.0011117723],"genre_scores_gemma":[0.99748117,0.00021152326,0.00018702715,0.000024363933,0.0000037326583,0.000011051152,0.00072153786,0.0000028657932,0.0013567532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998253,0.000020764279,0.000012176054,0.000023298508,0.0000726273,0.000045928547],"domain_scores_gemma":[0.99961025,0.000021870783,0.00014082034,0.0000119851375,0.00013818686,0.00007684681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012611497,0.00019306732,0.00009551961,0.0021211023,0.0009143139,0.0005332642,0.00023228717,0.00015662203,0.0009314345],"category_scores_gemma":[0.0003884366,0.00011889428,0.00012396586,0.0035088365,0.00028444716,0.000280669,0.00039345401,0.00015728426,0.00011996373],"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":[0.00012515648,0.000075778305,0.9802665,0.00004546531,0.00004731266,0.00042462477,0.0010672654,0.00012653689,0.0060276403,0.00007984434,0.000353617,0.011360319],"study_design_scores_gemma":[0.0000018961897,0.000018317267,0.99850094,0.0000027201324,0.0000064235733,0.000049462757,0.0005142384,0.000069385445,0.00033323502,0.00000902235,0.0004918263,0.0000025798681],"about_ca_topic_score_codex":0.4876449,"about_ca_topic_score_gemma":0.72083503,"teacher_disagreement_score":0.5123551,"about_ca_system_score_codex":0.0019751338,"about_ca_system_score_gemma":0.0014680044,"threshold_uncertainty_score":0.969613},"labels":[],"label_agreement":null},{"id":"W2196953670","doi":"10.2495/oil020081","title":"Improved And Standardized Methodology For Oil Spill Fingerprinting","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil spill; Identification (biology); Standardization; Environmental science; Engineering; Environmental planning; Environmental protection; Computer science","score_opus":0.018324871600539926,"score_gpt":0.21909839079417548,"score_spread":0.20077351919363556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196953670","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":[0.010938957,0.0017169076,0.98107636,0.0002109923,0.00070852565,0.0006880712,0.0007137069,0.0020168098,0.0019297638],"genre_scores_gemma":[0.0156812,0.0012949489,0.9765345,0.00016531898,0.000081766826,0.0007808565,0.0015984293,0.0002989064,0.0035641452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9866303,0.0032268625,0.0016258282,0.001764055,0.006345286,0.00040775555],"domain_scores_gemma":[0.99154496,0.0007702414,0.00060782477,0.0020644502,0.0048546726,0.00015791031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008702112,0.0015614117,0.0012383172,0.0050767413,0.0012109615,0.0016485034,0.00212662,0.0019104324,0.003394329],"category_scores_gemma":[0.01115619,0.0009602413,0.001229085,0.003248765,0.0010392908,0.0019538102,0.0017699677,0.0026684667,0.004283902],"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":[0.00015548745,0.0002124471,0.001993611,0.0009078351,0.00010040881,0.0003643603,0.0002997016,0.002655874,0.7700845,0.006657458,0.0055682147,0.21100016],"study_design_scores_gemma":[0.00005175164,0.00055998476,0.005495529,0.00025633886,0.00014323113,0.001982211,0.00021174122,0.013140262,0.7976394,0.0029479098,0.1773298,0.00024184122],"about_ca_topic_score_codex":0.0015776632,"about_ca_topic_score_gemma":0.0035131942,"teacher_disagreement_score":0.008702112,"about_ca_system_score_codex":0.000821524,"about_ca_system_score_gemma":0.0033330573,"threshold_uncertainty_score":0.0460217},"labels":[],"label_agreement":null},{"id":"W2198558197","doi":"10.2495/bf020081","title":"Remediation And Redevelopment Of The Former Highway Maintenance Yard, Grande Prairie, Alberta, Canada","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Yard; Redevelopment; Refinery; Demolition; Oil refinery; Environmental protection; Environmental planning; Land reclamation; Environmental science; Engineering; Civil engineering; Waste management; Environmental engineering; Geography; Archaeology","score_opus":0.008074048191149744,"score_gpt":0.1953001831421174,"score_spread":0.18722613495096765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198558197","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":[0.7872843,0.0037832677,0.005735647,0.00760197,0.0001795327,0.001130811,0.0016968029,0.00048982305,0.19209778],"genre_scores_gemma":[0.80695206,0.0015463304,0.010231489,0.0006600684,0.000021144719,0.00008296252,0.0010961726,0.000057533303,0.17935225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906224,0.000048079186,0.0000126876175,0.00012991004,0.0005100061,0.00023705003],"domain_scores_gemma":[0.9991499,0.000044287135,0.0000600681,0.000034536737,0.0004912341,0.00022002382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005682419,0.0003430726,0.00012747139,0.00079662027,0.005230042,0.0014732295,0.0016757302,0.0005779446,0.0067404867],"category_scores_gemma":[0.00066643354,0.0003171022,0.00021894487,0.00060936797,0.0014273205,0.00033562726,0.0010087765,0.0010259198,0.0006688556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075712084,0.0014224882,0.16719405,0.0011977128,0.000111846595,0.006011576,0.011196683,0.013549414,0.10836203,0.012861558,0.102258,0.5750775],"study_design_scores_gemma":[0.00009400425,0.00075517286,0.5880556,0.00020523136,0.00004584985,0.0008282826,0.012266502,0.0042959717,0.011566224,0.0006916888,0.38108808,0.00010732818],"about_ca_topic_score_codex":0.96520966,"about_ca_topic_score_gemma":0.9943117,"teacher_disagreement_score":0.034790337,"about_ca_system_score_codex":0.022564016,"about_ca_system_score_gemma":0.054022472,"threshold_uncertainty_score":0.16371417},"labels":[],"label_agreement":null},{"id":"W2199105683","doi":"10.2495/rm050491","title":"A GIS-based Approach To River NetworkFloodplain Delineation","year":2005,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital elevation model; Triangulated irregular network; Floodplain; Flood myth; Terrain; Watershed; Hydrology (agriculture); Geology; Geographic information system; Channel (broadcasting); Remote sensing; Geography; Cartography; Computer science; Archaeology; Geotechnical engineering; Telecommunications","score_opus":0.0064165383487742,"score_gpt":0.18115606114941316,"score_spread":0.17473952280063895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199105683","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":[0.0053673135,0.00005798166,0.9853021,0.00014121391,0.000019212683,0.00020847504,0.0012675379,0.0026957486,0.0049404153],"genre_scores_gemma":[0.042451326,0.00010166982,0.95347625,0.000028804581,0.000009093339,0.00023640813,0.0015060344,0.0002385686,0.0019518241],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988931,0.00044079774,0.00009315253,0.00014463054,0.00038829364,0.000040095554],"domain_scores_gemma":[0.99840885,0.0006289739,0.00006988832,0.00028355373,0.0005490912,0.000059780075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016145303,0.00080688595,0.00068656326,0.0034933866,0.0006827843,0.0030283316,0.0017475713,0.00047371138,0.0076280977],"category_scores_gemma":[0.00455195,0.00055886543,0.0007187065,0.0033550872,0.0007136063,0.0016063558,0.0014133985,0.0007848843,0.0015932255],"study_design_candidate":"simulation_or_modeling","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":[0.00015339784,0.00026788516,0.011479337,0.0006979335,0.00018471909,0.0006647867,0.0030633092,0.22046117,0.021645542,0.10006998,0.022567328,0.61874455],"study_design_scores_gemma":[0.00005645754,0.00013793679,0.009004561,0.00014625158,0.00006147151,0.0007283515,0.0027794146,0.79168165,0.013874607,0.046344724,0.13506079,0.00012373127],"about_ca_topic_score_codex":0.01545472,"about_ca_topic_score_gemma":0.026877994,"teacher_disagreement_score":0.01545472,"about_ca_system_score_codex":0.0012685353,"about_ca_system_score_gemma":0.0013951502,"threshold_uncertainty_score":0.030729532},"labels":[],"label_agreement":null},{"id":"W2201308007","doi":"10.2495/oil020351","title":"Deleterious Properties Retained By Diesel Fuel Spilled In Northern Canada In Winter","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diesel fuel; Environmental science; Snow; Sediment; Fuel oil; Environmental chemistry; Hydrology (agriculture); Geology; Chemistry; Oceanography; Geomorphology; Geotechnical engineering","score_opus":0.005295579243636997,"score_gpt":0.15025225645184748,"score_spread":0.14495667720821048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201308007","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":[0.99858785,0.0001455205,0.00004864259,0.000030484232,0.0000039750007,0.00000689032,0.000322957,0.000006014867,0.00084765116],"genre_scores_gemma":[0.99456304,0.00028900223,0.00016068699,0.000037257218,0.000002079204,0.000003499065,0.00080263015,0.000008351295,0.0041333553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99974686,0.0000077121895,0.0000051429943,0.000026430944,0.000099757795,0.00011414275],"domain_scores_gemma":[0.9997625,0.000007363012,0.00003039626,0.0000063110797,0.00013318518,0.00006026024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011843509,0.00032273482,0.00040275944,0.000672571,0.0026145258,0.00083047384,0.00027378745,0.0002108163,0.0010097321],"category_scores_gemma":[0.00034495577,0.0002138639,0.00014901457,0.0011352105,0.0006919427,0.0001281016,0.00032156374,0.0002485875,0.00019960575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023041654,0.00018779551,0.79416615,0.00016108301,0.00011131366,0.0044345385,0.007615165,0.0011188348,0.15394066,0.00028539606,0.001920374,0.033754453],"study_design_scores_gemma":[0.000011625087,0.00023711479,0.96949357,0.000018031817,0.000038583134,0.00057150575,0.0059123468,0.00042910397,0.017109793,0.000066399814,0.0060845986,0.000027341748],"about_ca_topic_score_codex":0.95944345,"about_ca_topic_score_gemma":0.98857343,"teacher_disagreement_score":0.04055655,"about_ca_system_score_codex":0.010534084,"about_ca_system_score_gemma":0.008109686,"threshold_uncertainty_score":0.08159071},"labels":[],"label_agreement":null},{"id":"W2205195822","doi":"10.2495/hy000361","title":"A new methodology for validating historical hydrometric data with redundant measurements","year":2000,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inflow; Natural (archaeology); Hydrology (agriculture); Flood myth; Water level; Environmental science; Water balance; Series (stratigraphy); Geology; Geotechnical engineering; Geography; Meteorology; Cartography","score_opus":0.07811718996739477,"score_gpt":0.2537168335795728,"score_spread":0.17559964361217806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205195822","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":[0.00863255,0.00004446373,0.98928624,0.000015599235,0.000039658848,0.00007696343,0.00025047097,0.001337142,0.00031694793],"genre_scores_gemma":[0.07293455,0.000055396653,0.92544323,0.000026025866,0.00002961484,0.00022978753,0.0006526873,0.0001351171,0.00049352087],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9947168,0.0011018162,0.0005922933,0.0010875303,0.002364458,0.00013705387],"domain_scores_gemma":[0.98988825,0.0027620904,0.001757359,0.0021145814,0.003370468,0.00010731411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005392331,0.0010038003,0.00076842174,0.0041606333,0.0006224826,0.0015044722,0.0012981893,0.00058660406,0.0015932877],"category_scores_gemma":[0.017453618,0.00052138325,0.0006309087,0.0033145756,0.00061152765,0.0015692015,0.0011370161,0.0007708909,0.00073369936],"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":[0.00013236071,0.00015972329,0.021165868,0.00033014923,0.00028799588,0.0001426563,0.0004402179,0.033746988,0.037927736,0.0072291535,0.0027388192,0.8956984],"study_design_scores_gemma":[0.0001263081,0.0006248142,0.054609697,0.00019836519,0.00021991183,0.0014731827,0.00032972777,0.7912827,0.09882768,0.011025635,0.041004933,0.0002770701],"about_ca_topic_score_codex":0.003908885,"about_ca_topic_score_gemma":0.0050035114,"teacher_disagreement_score":0.005392331,"about_ca_system_score_codex":0.0005973886,"about_ca_system_score_gemma":0.0014605904,"threshold_uncertainty_score":0.028517723},"labels":[],"label_agreement":null},{"id":"W2206093678","doi":"10.2495/cenv020121","title":"Monitoring recovery of a crude oil- contaminated saltmarsh following in-situ remediation treatments","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Nutrient; Environmental science; Contamination; Salt marsh; Biostimulation; Wetland; Environmental chemistry; Chemistry; Bioremediation; Ecology; Biology","score_opus":0.006404896681363228,"score_gpt":0.17923049664432208,"score_spread":0.17282559996295885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206093678","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":[0.99966455,0.00000823684,0.00018135658,0.0000028061934,5.6217016e-7,0.000004922702,0.000040464463,0.0000034371803,0.00009369231],"genre_scores_gemma":[0.99829906,0.000033037082,0.000584917,0.000007949858,7.2334353e-7,0.000008343322,0.00014402482,0.0000020715377,0.000919926],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99993086,0.0000072721564,0.0000035599855,0.00001676463,0.000021644328,0.000019805888],"domain_scores_gemma":[0.9998379,0.000013890342,0.000047877213,0.000009026834,0.000059715218,0.000031608168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009834977,0.00022049341,0.00021340803,0.00016352114,0.00031961498,0.00021518688,0.00016611986,0.00018902152,0.0003802291],"category_scores_gemma":[0.00021761558,0.00008072402,0.000103888386,0.00012642935,0.00021295516,0.00010775827,0.0001686624,0.00019791907,0.00009362842],"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":[0.000383172,0.000103070946,0.045773383,0.000030799118,0.000015324542,0.0000633138,0.00025351834,0.00019393284,0.9502771,0.000016123822,0.000016946424,0.0028733807],"study_design_scores_gemma":[0.000014007052,0.0018955609,0.3135983,0.0000053612416,0.0000655151,0.00010732407,0.00051763636,0.002319945,0.6807435,0.00002542411,0.0006938022,0.000013546987],"about_ca_topic_score_codex":0.040104177,"about_ca_topic_score_gemma":0.07692489,"teacher_disagreement_score":0.040104177,"about_ca_system_score_codex":0.00040323028,"about_ca_system_score_gemma":0.00047067384,"threshold_uncertainty_score":0.07974148},"labels":[],"label_agreement":null},{"id":"W2207113297","doi":"10.2495/cenv020131","title":"Bioremediation of oil-contaminated coastal freshwater and saltwater wetlands","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Salt marsh; Nitrate; Environmental science; Environmental chemistry; Ecosystem; Nutrient; Marsh; Ammonium; Chemistry; Ecology; Biology","score_opus":0.0039181562824924295,"score_gpt":0.15337281239741973,"score_spread":0.1494546561149273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207113297","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":[0.99950874,0.00005230574,0.00019251302,0.0000089332025,0.0000022911356,0.000021303202,0.00003227593,0.0000060476673,0.00017548162],"genre_scores_gemma":[0.99698955,0.00021098858,0.0014924813,0.000022799764,0.0000031018724,0.000031994376,0.00015501873,0.000003879553,0.0010902131],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997639,0.000035061952,0.000016739083,0.000045727927,0.000073742354,0.00006483302],"domain_scores_gemma":[0.99974424,0.000034685323,0.00008283372,0.000013026871,0.00006219433,0.0000630277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028330475,0.00045554186,0.0003701868,0.00040138845,0.00048479065,0.00046226638,0.00034509393,0.00023608426,0.00043030232],"category_scores_gemma":[0.00034727083,0.00014954907,0.00025918693,0.00021093554,0.00037029042,0.00018293278,0.00041631272,0.00022976114,0.00006464064],"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":[0.000545447,0.00017253554,0.0061140233,0.00010242592,0.000019987261,0.00015685243,0.00018286527,0.00036104248,0.98674124,0.000048689926,0.00003478571,0.0055200187],"study_design_scores_gemma":[0.000054437693,0.004200255,0.055314466,0.000015803822,0.000060474526,0.00019900882,0.0005324137,0.0014310034,0.9368321,0.00005223836,0.001286502,0.000021311907],"about_ca_topic_score_codex":0.0497109,"about_ca_topic_score_gemma":0.10493435,"teacher_disagreement_score":0.0497109,"about_ca_system_score_codex":0.001311318,"about_ca_system_score_gemma":0.0011177096,"threshold_uncertainty_score":0.0988431},"labels":[],"label_agreement":null},{"id":"W2207224887","doi":"10.2495/wrm050391","title":"Massive Water Diversion Schemes InNorth America: A Solution To Water Scarcity?","year":2005,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water diversion; Water scarcity; Natural resource economics; Business; Scarcity; Environmental planning; Water resources; Water resource management; Economics; Environmental science; Market economy","score_opus":0.004079056683394154,"score_gpt":0.16199864937598088,"score_spread":0.15791959269258674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207224887","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":[0.31857488,0.017314149,0.038672607,0.41990867,0.002111266,0.00027689568,0.0002677156,0.000809956,0.20206386],"genre_scores_gemma":[0.8807891,0.013294431,0.015069923,0.013593433,0.0010967598,0.00012094366,0.00019384963,0.00007777191,0.075763695],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99970716,0.000061781,0.000009440546,0.000042181236,0.00008497618,0.000094498915],"domain_scores_gemma":[0.99924016,0.000088128814,0.000113210146,0.000083442654,0.0001949271,0.0002802638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005237315,0.0002832213,0.00014312087,0.00032631287,0.0011084271,0.0017771231,0.0007974876,0.0017045472,0.0108141275],"category_scores_gemma":[0.0016298906,0.00013592702,0.0001252663,0.00054141344,0.0015738418,0.003015094,0.0020509183,0.0012633174,0.00072564336],"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":[0.00019744536,0.00048439976,0.011527535,0.00049468013,0.000033871853,0.000721961,0.0013637698,0.0032007145,0.0064704726,0.14525682,0.106823914,0.7234244],"study_design_scores_gemma":[0.00020573624,0.0005340241,0.033879533,0.0006452261,0.000050528786,0.00088581,0.0067208204,0.0055987216,0.0026573162,0.12071661,0.828043,0.00006283566],"about_ca_topic_score_codex":0.0076425057,"about_ca_topic_score_gemma":0.029599119,"teacher_disagreement_score":0.0108141275,"about_ca_system_score_codex":0.00096156914,"about_ca_system_score_gemma":0.0030144937,"threshold_uncertainty_score":0.03617686},"labels":[],"label_agreement":null},{"id":"W2211896179","doi":"10.2495/hy020411","title":"Ontario Flow Assessment Techniques (OFAT)","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Christian ministry; Geographic information system; Flood myth; Operations research; Computer science; Hydrology (agriculture); Environmental science; Geography; Cartography; Geology; Engineering; Machine learning","score_opus":0.007176282964620993,"score_gpt":0.18295337846435328,"score_spread":0.17577709549973228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2211896179","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":[0.018402627,0.0022882542,0.59808165,0.0010807371,0.00039835635,0.0020810585,0.065006375,0.017718755,0.29494226],"genre_scores_gemma":[0.10408865,0.0036554523,0.7218737,0.0002619453,0.00010392263,0.0021809298,0.04938604,0.0028209835,0.115628324],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99759334,0.00013262576,0.00015929503,0.0002689851,0.0016493018,0.000196394],"domain_scores_gemma":[0.995698,0.00030051326,0.00026961457,0.00034348163,0.0032484916,0.00013994932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001961206,0.0010298559,0.0005120946,0.007109281,0.0030416818,0.0029108718,0.0018771564,0.00058769644,0.046858672],"category_scores_gemma":[0.006448273,0.0005570047,0.00080038025,0.0071971803,0.00050641963,0.0019165741,0.0019496982,0.00059627794,0.009054772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012556274,0.000053696396,0.016616452,0.0005683503,0.000068060035,0.00016658109,0.0014521331,0.008172772,0.0033586104,0.030823173,0.24226199,0.69633263],"study_design_scores_gemma":[0.00006470192,0.000029481667,0.019009676,0.00026157612,0.00007584979,0.0003401145,0.00047286059,0.031699475,0.003071817,0.010011133,0.93484604,0.00011731208],"about_ca_topic_score_codex":0.66951716,"about_ca_topic_score_gemma":0.7503469,"teacher_disagreement_score":0.33048284,"about_ca_system_score_codex":0.0075914185,"about_ca_system_score_gemma":0.019037617,"threshold_uncertainty_score":0.6648582},"labels":[],"label_agreement":null},{"id":"W2211919801","doi":"10.2495/oil020131","title":"Inland Spill Management In Urbanized Areas","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil spill; Environmental science; Stormwater; Storm; Outfall; Hydrology (agriculture); Environmental engineering; Environmental protection; Surface runoff; Geography; Meteorology; Engineering","score_opus":0.005390164103150468,"score_gpt":0.16411122168355355,"score_spread":0.15872105758040309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2211919801","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":[0.99836963,0.000060903916,0.00031161297,0.000091426475,0.0000010891946,0.000013722703,0.000058868474,0.000018951714,0.001073845],"genre_scores_gemma":[0.99859554,0.00014417357,0.00036897446,0.000017190838,0.0000021940277,0.0000066275065,0.00010286987,0.0000030924111,0.0007594073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979454,0.000052238476,0.000009525045,0.000020222216,0.000037408143,0.00008603524],"domain_scores_gemma":[0.999663,0.000025029136,0.0001386283,0.00001860939,0.00008546419,0.0000693538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014907127,0.0001328457,0.00014835954,0.00063245115,0.00077055895,0.00050093286,0.00021515487,0.00013446066,0.0011875841],"category_scores_gemma":[0.0006319291,0.00008899373,0.000096905234,0.0011613773,0.0003118508,0.0002370171,0.00037900245,0.00009687114,0.00011427789],"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":[0.00038250608,0.00057461066,0.84410733,0.00011730226,0.00005731349,0.002106502,0.0037098997,0.011385634,0.0072538974,0.000842915,0.0030524475,0.12640965],"study_design_scores_gemma":[0.000039467104,0.0004984898,0.9527584,0.000024801853,0.00008349331,0.0008235859,0.019560779,0.008803392,0.0066805542,0.00059793534,0.010097775,0.000031385865],"about_ca_topic_score_codex":0.10941593,"about_ca_topic_score_gemma":0.23700452,"teacher_disagreement_score":0.10941593,"about_ca_system_score_codex":0.0016521339,"about_ca_system_score_gemma":0.0013911302,"threshold_uncertainty_score":0.21755815},"labels":[],"label_agreement":null},{"id":"W2214253569","doi":"10.2495/rm030351","title":"Reduction Of Mercury Concentration In Fish Through Intensive FishingOf Lakes: A Preliminary Testing Of Assumptions","year":2003,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Bioaccumulation; Fishing; Predation; Fishery; Environmental science; Bay; Aquaculture; Bioenergetics; Biology; Ecology; Fish <Actinopterygii>; Geography; Computer science","score_opus":0.021058658527695007,"score_gpt":0.23388028813207046,"score_spread":0.21282162960437545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214253569","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":[0.95597106,0.00026963305,0.02978915,0.0018630638,0.000021816786,0.00037297787,0.0016491041,0.00014307298,0.009920173],"genre_scores_gemma":[0.98996186,0.00018425782,0.008062649,0.00014301145,0.000017980532,0.00018305055,0.0004982378,0.0000062999134,0.00094265986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875057,0.000352145,0.00012686558,0.0002345476,0.00037294297,0.00016288664],"domain_scores_gemma":[0.993211,0.0051951613,0.0005236262,0.0003381599,0.00064161525,0.00009047134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035381247,0.00073652324,0.00049815874,0.00045208482,0.0006281356,0.0010755125,0.0024601477,0.001054144,0.00415994],"category_scores_gemma":[0.010460943,0.00028303667,0.0011591364,0.00056622905,0.0013309752,0.0018140145,0.0012397097,0.00061544543,0.00037524913],"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":[0.008685183,0.0016369415,0.4762523,0.0021011059,0.00049059023,0.0028653997,0.0030111622,0.32264268,0.051930424,0.05765497,0.002204783,0.07052436],"study_design_scores_gemma":[0.0008577136,0.0065517323,0.29517767,0.00026880408,0.00064897106,0.00088995905,0.00461991,0.5914873,0.03881725,0.053026006,0.0074321963,0.00022248659],"about_ca_topic_score_codex":0.036882896,"about_ca_topic_score_gemma":0.014130503,"teacher_disagreement_score":0.036882896,"about_ca_system_score_codex":0.0021507556,"about_ca_system_score_gemma":0.0017923717,"threshold_uncertainty_score":0.07333642},"labels":[],"label_agreement":null},{"id":"W2216280966","doi":"10.2495/eco030262","title":"Quantitative evaluation of greenroof systems for sustainable development","year":2003,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retrofitting; Stormwater; Sustainability; Green roof; Environmental science; Green infrastructure; Stormwater management; Urban heat island; Environmental resource management; Environmental planning; Life-cycle assessment; Efficient energy use; Environmental economics; Civil engineering; Engineering; Roof; Production (economics); Surface runoff; Meteorology; Geography","score_opus":0.018506364254950673,"score_gpt":0.22849593405984514,"score_spread":0.20998956980489447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216280966","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":[0.89446914,0.00045161435,0.0692438,0.0002810147,0.000037654077,0.0013161586,0.0021708987,0.0003242459,0.03170545],"genre_scores_gemma":[0.9748104,0.00009726252,0.022897357,0.00001823042,0.000010779567,0.0003933419,0.00073447684,0.000032406606,0.0010056121],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9831655,0.009576754,0.00045568336,0.000473695,0.0058609755,0.0004674433],"domain_scores_gemma":[0.97516817,0.014811862,0.001857658,0.0017056991,0.0060252845,0.00043132057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012065646,0.00058827223,0.0003868127,0.0017178531,0.00049591303,0.0015228363,0.00055182056,0.00045484438,0.0041671405],"category_scores_gemma":[0.024161628,0.00017904794,0.00043398736,0.0015500622,0.00061684777,0.0022285571,0.0010339668,0.00033520214,0.00022472149],"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":[0.0030247204,0.001499937,0.09912421,0.0016297081,0.00028838738,0.00015304412,0.001227,0.35581312,0.027886758,0.02189625,0.0042387107,0.48321813],"study_design_scores_gemma":[0.00046818057,0.015525394,0.27236682,0.0003656006,0.000373291,0.00021283359,0.0053725513,0.5570161,0.07318844,0.027431713,0.04739691,0.00028218224],"about_ca_topic_score_codex":0.0041719973,"about_ca_topic_score_gemma":0.006568041,"teacher_disagreement_score":0.012065646,"about_ca_system_score_codex":0.0033270752,"about_ca_system_score_gemma":0.0013011459,"threshold_uncertainty_score":0.06380999},"labels":[],"label_agreement":null},{"id":"W2219389800","doi":"10.2495/cenv020071","title":"Assessment Of Risks From Environmental Contamination To Endangered Species At Remote Lightstations Along The Pacific Coast Of Canada","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Habitat; Endangered species; Contamination; Environmental protection; Ecology; Fishery","score_opus":0.017368399248977786,"score_gpt":0.22113016230452412,"score_spread":0.20376176305554633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219389800","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":[0.9955283,0.00012401935,0.00024548528,0.000036428013,0.0000015325815,0.000041939264,0.00032334324,0.0000073303745,0.0036916956],"genre_scores_gemma":[0.9963606,0.0003535225,0.00090900384,0.00003807734,0.0000012988583,0.000019268815,0.00049230206,0.000003213758,0.0018227628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995421,0.000027893653,0.000012310759,0.00005471201,0.00027518973,0.00008778178],"domain_scores_gemma":[0.9992536,0.00005579857,0.00011698231,0.000015179309,0.00040487517,0.00015353678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003009114,0.00038651619,0.00017127373,0.0013633671,0.0020908744,0.0010070552,0.00068659626,0.00031198937,0.0009381943],"category_scores_gemma":[0.00069593644,0.0001775715,0.00025118058,0.0012334143,0.0006751402,0.000250956,0.0007191525,0.00029986582,0.0000994274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010704715,0.00006932013,0.97282946,0.000062250976,0.000120220764,0.0009629715,0.0017457195,0.001905155,0.0058748727,0.00017734904,0.00033444754,0.015811283],"study_design_scores_gemma":[0.000002789497,0.00009795587,0.99379456,0.000019489575,0.00003292982,0.0001238563,0.0033520015,0.00084647106,0.0005209981,0.000062659354,0.0011372869,0.000009037833],"about_ca_topic_score_codex":0.93657804,"about_ca_topic_score_gemma":0.98390573,"teacher_disagreement_score":0.063421965,"about_ca_system_score_codex":0.007834918,"about_ca_system_score_gemma":0.0057655554,"threshold_uncertainty_score":0.1275909},"labels":[],"label_agreement":null},{"id":"W2224542897","doi":"10.2495/urs020601","title":"Daily Chloride Contamination Of Lake Ontario By Etobicoke Creek","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseflow; Tributary; Environmental science; Hydrology (agriculture); Contamination; Watershed; Interflow; Groundwater; Surface water; Base flow; Water quality; Streamflow; Environmental engineering; Geography; Geology; Drainage basin; Cartography; Ecology","score_opus":0.005301119328807086,"score_gpt":0.15702841247912047,"score_spread":0.15172729315031339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224542897","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":[0.99695754,0.000038752885,0.00007495504,0.000025839568,0.0000017240883,0.00000993214,0.0009097055,0.0000113431415,0.0019701652],"genre_scores_gemma":[0.994693,0.000077432924,0.00016935582,0.000019668723,0.0000023383675,0.00001239864,0.0015584956,0.000005114859,0.0034621197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996927,0.000012346314,0.0000133642225,0.00006341851,0.00016007309,0.000058199654],"domain_scores_gemma":[0.9996227,0.000018534305,0.00006360268,0.000013832578,0.00022538895,0.000055937966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000793597,0.00020810381,0.00018439436,0.000637563,0.0011269453,0.0006305709,0.00033290946,0.00020903093,0.0010858988],"category_scores_gemma":[0.0003575495,0.00016370007,0.00013791556,0.0012275951,0.00032463792,0.00019585688,0.00047498243,0.00013748252,0.00016594431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029952356,0.00004626848,0.9584705,0.000054579294,0.000057432226,0.00049951975,0.0025584158,0.00053144654,0.021612342,0.00008611023,0.0014585987,0.014325253],"study_design_scores_gemma":[0.0000043717605,0.000032436015,0.99541926,0.0000032828364,0.000012975428,0.00004587409,0.00054211763,0.00028836387,0.0015805106,0.000012525406,0.002049439,0.000008911802],"about_ca_topic_score_codex":0.8904963,"about_ca_topic_score_gemma":0.9690587,"teacher_disagreement_score":0.10950369,"about_ca_system_score_codex":0.005734864,"about_ca_system_score_gemma":0.0031005589,"threshold_uncertainty_score":0.2202971},"labels":[],"label_agreement":null},{"id":"W2227833737","doi":"10.2495/air030041","title":"Fuzzy Logic Modelling Of Air Pollution During Chinook Winds","year":2003,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind speed; Chinook wind; Environmental science; Meteorology; Snow; Humidity; Air pollution; Pollution; Climatology; Wind direction; Atmospheric sciences; Geography; Geology","score_opus":0.016649274959305776,"score_gpt":0.19796487525510587,"score_spread":0.1813156002958001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2227833737","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":[0.61249495,0.0010602975,0.35179392,0.0006009406,0.00014488111,0.00011746534,0.0006347143,0.0002914546,0.03286139],"genre_scores_gemma":[0.98940617,0.0002946941,0.0059856754,0.000024217548,0.000020747344,0.000032392138,0.00010687129,0.000006501644,0.004122641],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985135,0.000023641931,0.000009372434,0.000024695615,0.000050094903,0.000040829495],"domain_scores_gemma":[0.9998368,0.00005578989,0.00003162894,0.000006510129,0.000055668872,0.0000136785775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002477043,0.00041924664,0.0003637756,0.00049305294,0.0005187184,0.0014681345,0.00069537025,0.00072987506,0.0013036869],"category_scores_gemma":[0.0005830695,0.0001764111,0.00050109497,0.00042196992,0.00047234516,0.000644832,0.00032889674,0.00040083702,0.00016439616],"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":[0.0000677622,0.000025183208,0.0021914737,0.00003083275,0.000025158315,0.00028360117,0.00009063945,0.9789954,0.003459927,0.009467487,0.00023347959,0.0051290668],"study_design_scores_gemma":[0.000006222022,0.000010261745,0.00038305428,0.0000024868143,0.000005512169,0.000009098211,0.000017945684,0.9979448,0.00021646016,0.0011979617,0.0002027694,0.0000034977318],"about_ca_topic_score_codex":0.09491723,"about_ca_topic_score_gemma":0.04497022,"teacher_disagreement_score":0.09491723,"about_ca_system_score_codex":0.0015896645,"about_ca_system_score_gemma":0.0012383774,"threshold_uncertainty_score":0.18872952},"labels":[],"label_agreement":null},{"id":"W2251590366","doi":"10.2495/wp010091","title":"Evaluation Of Hydraulic Conductivity In A Phragmites WastewaterTreatment Plant","year":2001,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phragmites; Permeameter; Hydraulic conductivity; Environmental science; Wetland; Effluent; Evapotranspiration; Aquatic plant; Permeability (electromagnetism); Rhizome; Hydrology (agriculture); Environmental engineering; Soil science; Soil water; Macrophyte; Botany; Engineering; Ecology; Geotechnical engineering; Biology","score_opus":0.0130971803578101,"score_gpt":0.20670988734187065,"score_spread":0.19361270698406055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2251590366","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":[0.9992384,0.000010581849,0.00059726276,0.000005439459,8.346901e-7,0.0000044285453,0.000019362915,0.000015464102,0.00010832858],"genre_scores_gemma":[0.9990397,0.000015839425,0.000552569,0.0000048463294,5.2361827e-7,0.0000064116543,0.000046773606,0.0000030363817,0.00033039582],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998441,0.000028539713,0.00000683854,0.000034741624,0.00005584475,0.000029940757],"domain_scores_gemma":[0.999826,0.00005891737,0.00002962653,0.000011039439,0.000042233867,0.000032172084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014720336,0.00020668421,0.00022891404,0.00011932279,0.00029762345,0.00023277692,0.0001627527,0.00027954523,0.00041891288],"category_scores_gemma":[0.0002727765,0.000094668765,0.00014553303,0.00009124498,0.00020337537,0.00024102381,0.00018138904,0.00025316217,0.00007556381],"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":[0.00017414635,0.00007120977,0.0028128806,0.000038794173,0.000004777882,0.00005692094,0.00014980747,0.00041020403,0.9936312,0.000016817456,0.000016687458,0.002616606],"study_design_scores_gemma":[0.000019169225,0.0018663869,0.041254304,0.0000042627353,0.000023555805,0.00009021539,0.00019231017,0.0041281627,0.9520826,0.00003472088,0.0002918998,0.000012408753],"about_ca_topic_score_codex":0.0026891015,"about_ca_topic_score_gemma":0.0029347274,"teacher_disagreement_score":0.0026891015,"about_ca_system_score_codex":0.00030326354,"about_ca_system_score_gemma":0.0001845546,"threshold_uncertainty_score":0.005346954},"labels":[],"label_agreement":null},{"id":"W2254055445","doi":"10.2495/eco030202","title":"Precautionary Approach In Development Of A Directed Horse Clam FisheryIn British Columbia, Canada","year":2003,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fishery; Fisheries management; Population; Reproduction; Geography; Environmental science; Ecology; Fishing; Biology; Demography","score_opus":0.00555450509948379,"score_gpt":0.16311674297581435,"score_spread":0.15756223787633056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254055445","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":[0.28113735,0.007268772,0.35712564,0.014013209,0.00035421716,0.0046505854,0.0016395714,0.0012751672,0.33253548],"genre_scores_gemma":[0.583664,0.0036948142,0.3584942,0.00087145285,0.000019791538,0.000866569,0.0009582614,0.00008630337,0.051344637],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980343,0.00035678328,0.00008135042,0.0001229529,0.0011433704,0.00026121884],"domain_scores_gemma":[0.9980274,0.00018082833,0.0000804077,0.000091018854,0.001409491,0.00021082304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003343765,0.0005396879,0.0002145753,0.0021814343,0.0017892801,0.001842135,0.0018890064,0.00062962086,0.002694724],"category_scores_gemma":[0.0056042164,0.00028318213,0.00038631874,0.001029515,0.0011305232,0.0006002972,0.0019062372,0.00061422365,0.00026613282],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011400618,0.00021288586,0.030728823,0.0005946129,0.000111213245,0.0009992472,0.002647213,0.18198048,0.005091291,0.17816675,0.014584822,0.58476865],"study_design_scores_gemma":[0.0001666243,0.001003544,0.06467318,0.002995223,0.0003051912,0.00082808675,0.005228886,0.23165779,0.02035598,0.09610147,0.5763317,0.0003524931],"about_ca_topic_score_codex":0.8030598,"about_ca_topic_score_gemma":0.8890387,"teacher_disagreement_score":0.19694018,"about_ca_system_score_codex":0.02084599,"about_ca_system_score_gemma":0.0985871,"threshold_uncertainty_score":0.3962},"labels":[],"label_agreement":null},{"id":"W2264458995","doi":"10.2495/urs020891","title":"Linking Urban Agriculture With Urban Management: A Challenge For Policy Makers And Planners","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urban agriculture; Business; Environmental planning; Agriculture; Sustainability; Context (archaeology); Urban planning; Population; Food security; Environmental resource management; Engineering; Geography; Economics; Civil engineering","score_opus":0.006912183223914894,"score_gpt":0.15815660429519776,"score_spread":0.15124442107128286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264458995","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":[0.0079740975,0.009907939,0.0034810333,0.96061414,0.00069150486,0.00010710824,0.000052803618,0.00006851607,0.017102877],"genre_scores_gemma":[0.67380035,0.08011905,0.042154133,0.1769408,0.0038599002,0.00091963593,0.00027101114,0.0002552785,0.021679835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98760104,0.0075339,0.00043173795,0.0005252279,0.001260294,0.0026478185],"domain_scores_gemma":[0.97843504,0.010166393,0.001695907,0.000734244,0.0029454303,0.006022877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015219872,0.0008879585,0.0014714075,0.001806976,0.012535879,0.02666357,0.004720611,0.018523134,0.012886983],"category_scores_gemma":[0.014102889,0.0009637479,0.00073571166,0.004033223,0.02098186,0.01567585,0.019101271,0.013449503,0.0016084947],"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":[0.00008508192,0.00082921423,0.007714877,0.0027286245,0.00010152214,0.0019228541,0.030278321,0.010311303,0.0010730481,0.4413496,0.24748142,0.2561242],"study_design_scores_gemma":[0.000032804288,0.00016902015,0.0033276966,0.0018811527,0.00003563892,0.00036456477,0.17022863,0.0020346106,0.0003681691,0.2488176,0.5726127,0.00012740947],"about_ca_topic_score_codex":0.027959155,"about_ca_topic_score_gemma":0.026833,"teacher_disagreement_score":0.027959155,"about_ca_system_score_codex":0.012764113,"about_ca_system_score_gemma":0.045151122,"threshold_uncertainty_score":0.09261054},"labels":[],"label_agreement":null},{"id":"W2266986130","doi":"10.2495/eco030031","title":"Modelling Recovery Rules Of Soil Microbial Assemblages UsingMatrix Methods","year":2003,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limiting; Markov model; Markov chain; Ecology; Assemblage (archaeology); Principal component analysis; Resource (disambiguation); Computer science; Econometrics; Biochemical engineering; Environmental science; Mathematics; Machine learning; Artificial intelligence; Engineering; Biology","score_opus":0.011521885779828295,"score_gpt":0.23489652886441736,"score_spread":0.22337464308458907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266986130","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":[0.44489792,0.0002202565,0.5515611,0.00040880727,0.000019266952,0.00009437505,0.0004450806,0.00041181917,0.0019413605],"genre_scores_gemma":[0.9522237,0.00017382283,0.044772282,0.000032908843,0.000015461264,0.00022806783,0.00033957596,0.00006502809,0.0021491284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914885,0.000306334,0.00006982463,0.00017829034,0.0001289111,0.0001678695],"domain_scores_gemma":[0.99138325,0.005886966,0.00138303,0.00046834824,0.0005416576,0.0003367261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030917297,0.0005943471,0.00080994726,0.0014779036,0.0007157036,0.0013747697,0.0024359943,0.0016222046,0.0021231116],"category_scores_gemma":[0.013126107,0.0007309727,0.0012098806,0.00086542295,0.0016834626,0.0016592955,0.0011835587,0.001347402,0.00027768762],"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":[0.000023724431,0.000019699895,0.0030326091,0.000013414241,0.000023456178,0.000046322646,0.000060375627,0.9847978,0.0002926897,0.0092212465,0.0000914521,0.0023772505],"study_design_scores_gemma":[0.000003727178,0.000005464399,0.0002062521,0.0000015815737,0.0000026547166,0.0000070477786,0.0000057353745,0.9961563,0.000060495222,0.0034846095,0.00006318266,0.0000029907817],"about_ca_topic_score_codex":0.034918886,"about_ca_topic_score_gemma":0.024397844,"teacher_disagreement_score":0.034918886,"about_ca_system_score_codex":0.0015567036,"about_ca_system_score_gemma":0.0011018467,"threshold_uncertainty_score":0.069431245},"labels":[],"label_agreement":null},{"id":"W2278660282","doi":"10.2495/oil020311","title":"Field And Experimental Tainting Of Arctic Freshwater Fish By Crude And Refined Petroleum Products","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","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":"Arctic char; Environmental science; Rainbow trout; Taste; Fishery; Petroleum; Fish <Actinopterygii>; Trout; Hydrology (agriculture); Toxicology; Salvelinus; Chemistry; Biology; Geology; Geotechnical engineering; Food science","score_opus":0.0071264545948915535,"score_gpt":0.19143337953539094,"score_spread":0.18430692494049938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278660282","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":[0.99950707,0.000017060907,0.00011448916,0.000010104823,0.0000051114193,0.000043593613,0.0000526453,0.0000048917814,0.00024500405],"genre_scores_gemma":[0.9907951,0.00015277072,0.0020353787,0.00014683258,0.000018114717,0.0002893494,0.0005815962,0.000012206951,0.0059686685],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999553,0.00006420387,0.000023944058,0.00011759148,0.00008921454,0.00015191195],"domain_scores_gemma":[0.9991873,0.00016834139,0.00014111157,0.00009976873,0.00015448197,0.0002489258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005090776,0.00079679146,0.00036820158,0.0005186267,0.0011059722,0.00028086922,0.00042681792,0.00055632927,0.0015492965],"category_scores_gemma":[0.0005486453,0.00046003764,0.0006218656,0.00027131574,0.0011089008,0.00033117665,0.00049472303,0.0008067014,0.0003143966],"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":[0.009470258,0.003533265,0.046623826,0.0001376589,0.000051433584,0.0006294081,0.0019491824,0.0006917348,0.93066823,0.00013771694,0.0002113621,0.00589592],"study_design_scores_gemma":[0.0006394115,0.13948008,0.40595788,0.00003251761,0.0002102337,0.0010928714,0.0036783717,0.0019666695,0.44233364,0.0002950038,0.004168505,0.00014484566],"about_ca_topic_score_codex":0.05399442,"about_ca_topic_score_gemma":0.11853523,"teacher_disagreement_score":0.05399442,"about_ca_system_score_codex":0.0017744208,"about_ca_system_score_gemma":0.0015443865,"threshold_uncertainty_score":0.107360244},"labels":[],"label_agreement":null},{"id":"W2288843383","doi":"10.2495/eco030111","title":"The Use Of Taxonomic Diversity Indices In The Assessment OfPerturbed Community Recovery","year":2003,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","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":"Entropy (arrow of time); Ecology; Gamma diversity; Species diversity; Diversity index; Mathematics; Taxonomic rank; Alpha diversity; Species richness; Biology","score_opus":0.023964143179117714,"score_gpt":0.20966979176545592,"score_spread":0.1857056485863382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288843383","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":[0.9778602,0.00036154696,0.01946259,0.000045931138,0.0000086340415,0.000052641433,0.000308602,0.000050799554,0.0018490816],"genre_scores_gemma":[0.98992586,0.00009033384,0.00951308,0.000005918412,0.000007134489,0.00002055263,0.0002523706,0.0000047597246,0.00018003325],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99910384,0.00033667404,0.000066537636,0.00008620503,0.000346959,0.00005977761],"domain_scores_gemma":[0.994649,0.0028186203,0.0011232352,0.00036450324,0.0006769638,0.00036771028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031850985,0.00036169952,0.00033292596,0.0056589693,0.0006636202,0.000869268,0.0005056057,0.00043076568,0.0004375698],"category_scores_gemma":[0.009727511,0.00018449318,0.00035597745,0.0025016693,0.00090794236,0.0013550654,0.0011614132,0.0003338235,0.00011189887],"study_design_candidate":"theoretical_or_conceptual","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":[0.0007145474,0.00012225151,0.82372767,0.00020997098,0.00030876513,0.0002899069,0.0015133201,0.024061829,0.018473854,0.0018714011,0.00030488343,0.12840156],"study_design_scores_gemma":[0.000014069403,0.00031447844,0.9173233,0.000026715998,0.0000525571,0.00033863605,0.0011600669,0.072904795,0.0038546508,0.0032086805,0.00071486074,0.00008723092],"about_ca_topic_score_codex":0.004505725,"about_ca_topic_score_gemma":0.011497669,"teacher_disagreement_score":0.0056589693,"about_ca_system_score_codex":0.000886545,"about_ca_system_score_gemma":0.0003492651,"threshold_uncertainty_score":0.01684457},"labels":[],"label_agreement":null},{"id":"W2292702998","doi":"10.2495/dn040571","title":"‘Praxis Of Inquiry’ In Architectural Design","year":2004,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architecture; Praxis; Event (particle physics); Wright; Process (computing); Architectural engineering; Sustainable design; Construct (python library); Built environment; Computer science; Sociology; Epistemology; Engineering; Systems engineering; Sustainability; Ecology; Civil engineering; Visual arts; Philosophy","score_opus":0.007981215037859342,"score_gpt":0.1774450042780714,"score_spread":0.16946378924021205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292702998","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":[0.02339231,0.022135567,0.43197277,0.14341696,0.0019697605,0.00039706464,0.000093864,0.0005670076,0.37605464],"genre_scores_gemma":[0.7803134,0.008393587,0.16851762,0.01007671,0.0010952976,0.0014805406,0.00008006879,0.00033648778,0.02970631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9319909,0.05938596,0.0012832503,0.002482801,0.003928525,0.00092853565],"domain_scores_gemma":[0.96084005,0.030762428,0.0013317461,0.004591519,0.0017407201,0.0007335995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03519469,0.0011461175,0.0009866642,0.002520683,0.008887927,0.015867848,0.0026528072,0.0062099467,0.0043788925],"category_scores_gemma":[0.04415377,0.0011162412,0.00088837615,0.0025112592,0.13435426,0.02525585,0.012465721,0.010377579,0.0015052531],"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":[0.000012583911,0.0000113756,0.000102229955,0.00010689919,0.0000063169155,0.000053063875,0.020134253,0.000537799,0.000100619596,0.96996105,0.002228438,0.0067454693],"study_design_scores_gemma":[0.000022840879,0.000030558644,0.00007293749,0.00021822676,0.000003832685,0.00010158267,0.0072545437,0.0009909197,0.00012259626,0.88059336,0.11056927,0.000019292002],"about_ca_topic_score_codex":0.0024777988,"about_ca_topic_score_gemma":0.0027407645,"teacher_disagreement_score":0.03519469,"about_ca_system_score_codex":0.0073430105,"about_ca_system_score_gemma":0.0068070027,"threshold_uncertainty_score":0.18612957},"labels":[],"label_agreement":null},{"id":"W2294024616","doi":"10.2495/hy020421","title":"CERBERE: A Control System To Prevent Risk To Dams","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk analysis (engineering); Risk management; Acronym; Risk assessment; Engineering; Control (management); Operations management; Computer science; Business; Computer security","score_opus":0.0026422553323965214,"score_gpt":0.1463127803429512,"score_spread":0.1436705250105547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294024616","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":[0.019039871,0.000327085,0.6801096,0.00074300467,0.00033895648,0.001972101,0.0028198683,0.26649562,0.028153876],"genre_scores_gemma":[0.47164,0.0006868409,0.42754924,0.0012434396,0.0002509711,0.0023596112,0.0076248436,0.00827379,0.080371246],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99739516,0.0004437987,0.00012571059,0.00053053704,0.0012547026,0.00025011602],"domain_scores_gemma":[0.9950459,0.0014135601,0.00047475952,0.00087670516,0.0019518144,0.00023729455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003906367,0.0016825052,0.0009577546,0.0018150753,0.0007542274,0.0028396135,0.00261167,0.0013024935,0.022595782],"category_scores_gemma":[0.009376654,0.0004826592,0.00064426166,0.0005358656,0.0009780369,0.0016901626,0.0011359205,0.0009275087,0.005627564],"study_design_candidate":"simulation_or_modeling","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":[0.0017728381,0.0009244762,0.012336457,0.00088120124,0.00015476326,0.00080160704,0.0010753021,0.16885899,0.036492467,0.02554463,0.15023492,0.6009223],"study_design_scores_gemma":[0.0006406584,0.00076846534,0.00738236,0.00029583796,0.00018610594,0.00046251385,0.00023969056,0.6604952,0.05068769,0.0051876134,0.2732814,0.00037248625],"about_ca_topic_score_codex":0.06461834,"about_ca_topic_score_gemma":0.043911073,"teacher_disagreement_score":0.06461834,"about_ca_system_score_codex":0.0029666314,"about_ca_system_score_gemma":0.004282747,"threshold_uncertainty_score":0.12848443},"labels":[],"label_agreement":null},{"id":"W2300967505","doi":"10.2495/bf020401","title":"More Alike Than Different: Local Collaboration On Brownfields Issues In Border Communities","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Cross-Border Cooperation and Integration","field":"Social 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":"Redevelopment; Geopolitics; Political science; State (computer science); Quarter (Canadian coin); Economic growth; Geography; Economy; Economics; Politics; Law","score_opus":0.01297372928097418,"score_gpt":0.2844150279312058,"score_spread":0.27144129865023164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300967505","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":[0.8264816,0.003233617,0.0019914764,0.0483249,0.0007406748,0.00025467473,0.00005567726,0.00016305417,0.11875431],"genre_scores_gemma":[0.97385186,0.001059545,0.0010486919,0.0037607108,0.000112321526,0.000112753936,0.000036943435,0.000051746327,0.019965429],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9913736,0.0060279462,0.00013874892,0.00033798077,0.00043297178,0.0016886835],"domain_scores_gemma":[0.99124944,0.0023843325,0.00064027973,0.00033162517,0.00064796343,0.004746519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072656623,0.0002627098,0.00036676662,0.0011480034,0.030740416,0.008821289,0.0020165269,0.0031731986,0.019207014],"category_scores_gemma":[0.008798732,0.0004011891,0.0003315532,0.0013246924,0.010597533,0.0071871574,0.023705468,0.0033976971,0.0010444591],"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":[0.000077202545,0.00031069244,0.011565554,0.00024335328,0.000017933522,0.0033480627,0.91092026,0.00013234762,0.00069839536,0.013608572,0.020337474,0.038740158],"study_design_scores_gemma":[0.0000065073036,0.00006060435,0.002532601,0.00014023861,0.0000044282397,0.00021904994,0.9357343,0.000045852128,0.00007717815,0.0012698494,0.05989645,0.000012952702],"about_ca_topic_score_codex":0.015726773,"about_ca_topic_score_gemma":0.047047455,"teacher_disagreement_score":0.030740416,"about_ca_system_score_codex":0.004972903,"about_ca_system_score_gemma":0.010457143,"threshold_uncertainty_score":0.06425381},"labels":[],"label_agreement":null},{"id":"W2305863541","doi":"10.2495/bf020141","title":"Involving stakeholders to achieve successful development of brownfield sites","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Environmental Justice and Health Disparities","field":"Social 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":"Brownfield; Redevelopment; Recreation; Process (computing); Business; Environmental planning; Decision-making; Government (linguistics); Process management; Variety (cybernetics); Environmental resource management; Engineering; Civil engineering; Marketing; Computer science; Geography; Political science","score_opus":0.05089018255600114,"score_gpt":0.25359332267628715,"score_spread":0.202703140120286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305863541","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":[0.25557038,0.0013486708,0.3575281,0.041846797,0.0011575267,0.016947335,0.0003419659,0.0014283675,0.3238308],"genre_scores_gemma":[0.5678054,0.0007655093,0.34328967,0.002734866,0.0001007046,0.004154747,0.0003234722,0.0003085763,0.08051706],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.97887784,0.012937104,0.00046002492,0.00090609514,0.004397881,0.0024211493],"domain_scores_gemma":[0.9835075,0.0038598245,0.00086534367,0.0010109625,0.0058113383,0.0049449187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03416379,0.0010978256,0.00029295945,0.0014688239,0.010459428,0.005803872,0.0025634018,0.0024617082,0.010903618],"category_scores_gemma":[0.020472776,0.0005130945,0.00046980538,0.0008277171,0.0030166267,0.0050399783,0.01045735,0.0028847766,0.0022874584],"study_design_candidate":"qualitative","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":[0.00016770908,0.0019511859,0.019018035,0.0011284701,0.00003564047,0.011094068,0.1967306,0.008446303,0.018164242,0.11325652,0.10135825,0.528649],"study_design_scores_gemma":[0.000069253234,0.0006744642,0.009035581,0.001167315,0.000020782192,0.0012497763,0.20305407,0.0048653646,0.011032256,0.030934703,0.7377793,0.00011705798],"about_ca_topic_score_codex":0.020244006,"about_ca_topic_score_gemma":0.054103203,"teacher_disagreement_score":0.03416379,"about_ca_system_score_codex":0.011909398,"about_ca_system_score_gemma":0.03379969,"threshold_uncertainty_score":0.18067753},"labels":[],"label_agreement":null}]}