{"meta":{"query_hash":"e4b066bf0759","filters":{"venue":"Drainage Engineers Conference"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/e4b066bf0759","api":"https://metacan.xera.ac/api/v1/cohort?venue=Drainage+Engineers+Conference"},"results":[{"id":"W2773007165","doi":"","title":"10 Things You Didn't Know About Subsurface (Tile) Drainage","year":2017,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Tile drainage; Drainage; Geology","score_opus":0.010996135517124613,"score_gpt":0.21873681593882718,"score_spread":0.20774068042170257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773007165","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":[0.2716798,0.012445087,0.0062879436,0.4045633,0.022864768,0.00014845195,0.0015967059,0.00037515938,0.28003874],"genre_scores_gemma":[0.5928246,0.01427778,0.005592435,0.09098612,0.003876204,0.000095945885,0.0012146679,0.00026796522,0.29086432],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851304,0.00047461208,0.00009361518,0.00015640377,0.0004795559,0.00028279176],"domain_scores_gemma":[0.9976533,0.00045759164,0.00021941744,0.00018445763,0.0009717115,0.0005136367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014776594,0.000326607,0.00019653575,0.0005457147,0.0027608844,0.005032502,0.00047902204,0.0023076676,0.01705916],"category_scores_gemma":[0.005801053,0.00028527415,0.00040270766,0.00087750214,0.0021006954,0.0034220095,0.0022235233,0.0031660136,0.0024295026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032912142,0.0002875654,0.08299543,0.00092077936,0.00008874539,0.0021304644,0.023495622,0.0009195482,0.009440167,0.019861106,0.50945294,0.35007852],"study_design_scores_gemma":[0.00001383242,0.00021265105,0.02803856,0.00047075914,0.00003825987,0.00068346405,0.033196244,0.00010821751,0.002750381,0.0037976329,0.93061686,0.000073158575],"about_ca_topic_score_codex":0.018302634,"about_ca_topic_score_gemma":0.053601928,"teacher_disagreement_score":0.018302634,"about_ca_system_score_codex":0.0023694513,"about_ca_system_score_gemma":0.0028622565,"threshold_uncertainty_score":0.057068527},"labels":[],"label_agreement":null},{"id":"W2773489331","doi":"","title":"New Guidance Document for Maintaining Municipal Drains","year":2017,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Fish Ecology and Management Studies","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":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Business; Environmental planning; Fish <Actinopterygii>; Environmental resource management; Process (computing); Fishery; Environmental science; Computer science","score_opus":0.01831643407187973,"score_gpt":0.25736004147176983,"score_spread":0.2390436073998901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773489331","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009002382,0.013554885,0.027670193,0.07620053,0.0072261426,0.007942369,0.024647009,0.004219581,0.8295369],"genre_scores_gemma":[0.019666126,0.013949246,0.048680596,0.0101268925,0.0007104095,0.0029549964,0.013136261,0.0006297313,0.8901457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895252,0.0009669396,0.00077155954,0.00036933433,0.0076545374,0.0007123132],"domain_scores_gemma":[0.98209214,0.0010318303,0.00088104245,0.00058453827,0.0145861255,0.000824357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059019667,0.0009528284,0.0006160693,0.003332593,0.003141117,0.0040841307,0.0028996498,0.0058213454,0.038847245],"category_scores_gemma":[0.013310141,0.000986044,0.0007368094,0.0025545657,0.0010100881,0.0023937866,0.001851855,0.002364905,0.017881712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019581117,0.00007728509,0.0010114311,0.00034597947,0.000003863226,0.00022805626,0.0005363134,0.0004606595,0.0011762482,0.010906769,0.918186,0.06704777],"study_design_scores_gemma":[0.000007668143,0.00001612302,0.00096867926,0.00016397465,0.0000043320747,0.000057125322,0.00015829438,0.000060717273,0.0001335824,0.0003403859,0.99808085,0.000008374929],"about_ca_topic_score_codex":0.37516987,"about_ca_topic_score_gemma":0.5547259,"teacher_disagreement_score":0.37516987,"about_ca_system_score_codex":0.011999195,"about_ca_system_score_gemma":0.062146243,"threshold_uncertainty_score":0.7459723},"labels":[],"label_agreement":null},{"id":"W2773899064","doi":"","title":"Annual Report Presented at the Drainage Practitioners Meeting","year":2017,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Drainage; Medicine; Environmental science","score_opus":0.010987536505169381,"score_gpt":0.23537826112369173,"score_spread":0.22439072461852236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773899064","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05035215,0.018563699,0.004193725,0.15849243,0.20736057,0.0010899912,0.019525314,0.0008434285,0.5395787],"genre_scores_gemma":[0.025092728,0.0046111303,0.0008172831,0.0029265773,0.00894389,0.00019157247,0.0031689494,0.00013372996,0.95411414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993399,0.00007560423,0.000027685262,0.00007895045,0.00033719724,0.00014079205],"domain_scores_gemma":[0.99783856,0.00010225618,0.00008032658,0.00005574491,0.001279649,0.0006434893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699223,0.00057995156,0.00040184153,0.0011954756,0.0013474597,0.0025393555,0.0006279878,0.0016063544,0.16034737],"category_scores_gemma":[0.0020490286,0.00021881673,0.0003288243,0.00094343175,0.00022869042,0.0009574728,0.0017487713,0.0013735128,0.037689958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017088829,0.000110903646,0.0019040853,0.0001286527,0.000008455256,0.00014266993,0.00021260414,0.0000888035,0.0012888213,0.00034830434,0.9564999,0.039095934],"study_design_scores_gemma":[0.00001567382,0.000061491904,0.00558558,0.00005036429,0.000007799551,0.00003488416,0.00045313602,0.000090712376,0.00027191028,0.000099606106,0.9933217,0.0000069982702],"about_ca_topic_score_codex":0.0075502703,"about_ca_topic_score_gemma":0.021751389,"teacher_disagreement_score":0.16034737,"about_ca_system_score_codex":0.00092595734,"about_ca_system_score_gemma":0.0035081096,"threshold_uncertainty_score":0.5364154},"labels":[],"label_agreement":null},{"id":"W2774691356","doi":"","title":"Ross Irwin Scholarship Recipient","year":2016,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Flood Risk Assessment and Management","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":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scholarship; Work (physics); Flooding (psychology); Water resources; Passion; Stormwater; Stormwater management; Environmental planning; Engineering; Geography; Political science; Psychology; Surface runoff; Law","score_opus":0.013153342504677586,"score_gpt":0.22242111834886089,"score_spread":0.2092677758441833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774691356","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027669847,0.0088888025,0.0022078361,0.08921171,0.08997656,0.000258324,0.001974474,0.0012145237,0.8035007],"genre_scores_gemma":[0.0031474272,0.0018740667,0.00037097587,0.0020367901,0.0016865972,0.000038928152,0.00036719695,0.00015218373,0.99032587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983973,0.00012696977,0.000067334564,0.00034001842,0.00076817826,0.0003002494],"domain_scores_gemma":[0.9922346,0.00018455848,0.00015411999,0.00023364401,0.0035496803,0.003643476],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017730666,0.00089495705,0.000796119,0.002032805,0.003240596,0.0045228894,0.0011606108,0.0017610849,0.4731505],"category_scores_gemma":[0.0051436354,0.00026358137,0.00041865517,0.00088965567,0.00055766344,0.001794787,0.004033907,0.0024676225,0.28847593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001524128,0.000028026292,0.00014299223,0.000028058974,0.0000016431582,0.000060182207,0.000042450818,0.000026461048,0.00011712912,0.0030206228,0.94727606,0.049241163],"study_design_scores_gemma":[0.000002492073,0.000013457856,0.00029450544,0.00003790043,0.0000014619103,0.00007674,0.00006769059,0.00003148736,0.000074182586,0.00034791816,0.9990484,0.0000037646948],"about_ca_topic_score_codex":0.0033772734,"about_ca_topic_score_gemma":0.009281162,"teacher_disagreement_score":0.4731505,"about_ca_system_score_codex":0.0017660712,"about_ca_system_score_gemma":0.0054486264,"threshold_uncertainty_score":0.7514869},"labels":[],"label_agreement":null},{"id":"W2949411399","doi":"","title":"Project Scoping Meeting","year":2010,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Computer science","score_opus":0.018365460328064187,"score_gpt":0.25532243648214,"score_spread":0.2369569761540758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949411399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009553694,0.009234925,0.00921154,0.014188292,0.02449807,0.0025316835,0.012709021,0.0015209169,0.9165519],"genre_scores_gemma":[0.026042065,0.00579641,0.006790826,0.0015695005,0.0034549187,0.002437276,0.016038146,0.0009323758,0.9369384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974152,0.00055230636,0.00020376527,0.00043899132,0.0010181941,0.00037160545],"domain_scores_gemma":[0.9922996,0.00041437527,0.00031973314,0.00067714683,0.0039121374,0.0023770214],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005205139,0.0011152608,0.0006998009,0.006855787,0.0035082295,0.0062825894,0.0022255077,0.0022990415,0.362489],"category_scores_gemma":[0.008049353,0.0004753214,0.0010844475,0.0043359688,0.00050788897,0.0032897273,0.0078016873,0.0015792827,0.19045524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002947959,0.00014460576,0.0011905318,0.0011353977,0.00002238236,0.00018729479,0.0005234862,0.00022044362,0.0021201456,0.0055260113,0.76742446,0.22121038],"study_design_scores_gemma":[0.000017276947,0.00005985733,0.0013721808,0.00035295374,0.000011425344,0.00007238242,0.00038457653,0.000113643,0.0006019419,0.0012950551,0.9957105,0.000008300114],"about_ca_topic_score_codex":0.0024655787,"about_ca_topic_score_gemma":0.0045132083,"teacher_disagreement_score":0.637511,"about_ca_system_score_codex":0.002039343,"about_ca_system_score_gemma":0.010249178,"threshold_uncertainty_score":0.90933204},"labels":[],"label_agreement":null},{"id":"W2951012042","doi":"","title":"Aquatic Species at Risk Act","year":2004,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Geography; Business","score_opus":0.007962845963563574,"score_gpt":0.19798053395450158,"score_spread":0.190017687990938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951012042","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068818177,0.004042027,0.0019369985,0.104708835,0.007060051,0.0008294424,0.0041547376,0.0005319395,0.86985415],"genre_scores_gemma":[0.025807088,0.0026141685,0.0027397177,0.24991836,0.002901745,0.0014609604,0.0016179295,0.00020699258,0.71273315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929341,0.00063676987,0.0005331441,0.0005738323,0.003741275,0.001580974],"domain_scores_gemma":[0.99475855,0.0015745879,0.0003922501,0.00062116096,0.002031866,0.000621633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053259344,0.0017057193,0.0017118452,0.0018090971,0.0067398166,0.009101566,0.004553342,0.037243087,0.015546917],"category_scores_gemma":[0.015809063,0.0020329258,0.0020810526,0.001694775,0.0032232243,0.0027194072,0.005807296,0.02076024,0.011776494],"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":[0.000105865845,0.00032164296,0.0015551028,0.00016125351,0.000049559585,0.0007167037,0.0010500884,0.0005420936,0.0010011513,0.23529403,0.73680806,0.022394389],"study_design_scores_gemma":[0.000076979435,0.00005797434,0.0039542574,0.00040096213,0.00006583464,0.00020525091,0.0002950431,0.00027185414,0.0004358438,0.013581493,0.98058563,0.00006890988],"about_ca_topic_score_codex":0.13718754,"about_ca_topic_score_gemma":0.20265797,"teacher_disagreement_score":0.86281246,"about_ca_system_score_codex":0.005021612,"about_ca_system_score_gemma":0.027941884,"threshold_uncertainty_score":0.27277803},"labels":[],"label_agreement":null},{"id":"W2955254234","doi":"","title":"Ontario Regulation 170/03","year":2003,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"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":"Business","score_opus":0.01919194304590965,"score_gpt":0.2400228914727291,"score_spread":0.22083094842681944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955254234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033590824,0.0009176055,0.00061125937,0.012118563,0.0008156353,0.00091712957,0.009546639,0.00037385352,0.97134024],"genre_scores_gemma":[0.008908524,0.0004011635,0.00068614655,0.006391404,0.00010140826,0.00025653487,0.0016295024,0.00009509169,0.98153013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98625654,0.0005288117,0.00039404756,0.0008265749,0.009580874,0.0024130675],"domain_scores_gemma":[0.9906036,0.0006767313,0.00021285399,0.0005624823,0.007227711,0.00071656023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004244426,0.0008789875,0.00090754626,0.0034513678,0.01277064,0.009344839,0.0032234585,0.011084505,0.0957614],"category_scores_gemma":[0.009302051,0.0015954244,0.0010836383,0.003941037,0.0029221936,0.0014642111,0.0020798163,0.0052648913,0.025737803],"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":[0.000073165924,0.00007061729,0.001157818,0.00016545814,0.000015452304,0.00013184668,0.00064332585,0.00013981943,0.00083562813,0.068692185,0.9178824,0.010192381],"study_design_scores_gemma":[0.000036607365,0.000011108983,0.005479923,0.00009770104,0.00001788001,0.000024240566,0.00018600667,0.00011336188,0.00042063513,0.0018411289,0.9917406,0.000030765787],"about_ca_topic_score_codex":0.9665474,"about_ca_topic_score_gemma":0.9846667,"teacher_disagreement_score":0.0957614,"about_ca_system_score_codex":0.06651528,"about_ca_system_score_gemma":0.18592525,"threshold_uncertainty_score":0.48260438},"labels":[],"label_agreement":null},{"id":"W2955460609","doi":"","title":"THE ONTARIO MINISTRY OF AGRICULTURE AND FOOD Report Presented at the DRAINAGE PRACTITIONERS MEETING","year":2015,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":0,"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":"Christian ministry; Agriculture; Drainage; Political science; Agricultural economics; Environmental planning; Geography; Archaeology; Economics; Ecology","score_opus":0.01652716152163411,"score_gpt":0.1993710329080757,"score_spread":0.1828438713864416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955460609","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04328153,0.00919694,0.0012097621,0.23279291,0.011800454,0.0014840101,0.07953913,0.00027987012,0.6204154],"genre_scores_gemma":[0.026469158,0.0031457357,0.0007360145,0.0024018576,0.0003351153,0.00012227376,0.005468182,0.00007224474,0.9612495],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980714,0.00008339261,0.00005386085,0.000094162446,0.0013340729,0.0003630603],"domain_scores_gemma":[0.99485743,0.0002189499,0.00013032257,0.00008585763,0.0040377886,0.00066952745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014702533,0.0004076405,0.00031884987,0.001721994,0.004396801,0.0035367466,0.00066844077,0.0017439905,0.048183702],"category_scores_gemma":[0.0027686162,0.0004544032,0.00026568206,0.003574941,0.00066957576,0.00082485506,0.0010730583,0.0017540783,0.0053158123],"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":[0.00011432037,0.000029130751,0.006592136,0.00013983468,0.000010311514,0.00016498975,0.0006413834,0.00008765598,0.00086806784,0.0019166663,0.975594,0.013841515],"study_design_scores_gemma":[0.00001002559,0.000010962372,0.027051866,0.000035030047,0.0000069244456,0.000013682034,0.0010473655,0.00008351644,0.00026664033,0.00008310036,0.9713779,0.000012961773],"about_ca_topic_score_codex":0.96914196,"about_ca_topic_score_gemma":0.9904265,"teacher_disagreement_score":0.048183702,"about_ca_system_score_codex":0.040858008,"about_ca_system_score_gemma":0.1260126,"threshold_uncertainty_score":0.29644698},"labels":[],"label_agreement":null},{"id":"W2955593221","doi":"","title":"DFO's Risk Management Framework and it's Application to Drainage Act Activities","year":2010,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Risk management; Drainage; Business; Risk analysis (engineering); Environmental resource management; Environmental planning; Environmental science; Finance","score_opus":0.003892239331215235,"score_gpt":0.2003285327331298,"score_spread":0.19643629340191457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955593221","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012537883,0.00035999087,0.952433,0.0022342356,0.0001234576,0.00025030115,0.0007094176,0.0038137974,0.027537884],"genre_scores_gemma":[0.24876854,0.00047328192,0.7409733,0.00032372834,0.000085349035,0.00026946687,0.0008923989,0.0005568599,0.007657094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774843,0.00064431847,0.00027758637,0.00026826857,0.0008478555,0.00021355198],"domain_scores_gemma":[0.9946978,0.0023629193,0.0004481284,0.00083719764,0.0012425933,0.00041143835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005360875,0.00093916187,0.00063793804,0.0035942001,0.0012058027,0.005248746,0.0015408545,0.0014500107,0.005083176],"category_scores_gemma":[0.012127463,0.00042593817,0.0012918402,0.0017630543,0.0016685312,0.0036216422,0.0024600108,0.0015374118,0.0010439955],"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":[0.00010730427,0.00025032493,0.012340248,0.00031030356,0.00008140384,0.0002589266,0.0017358188,0.06382397,0.002252674,0.5709126,0.014315054,0.33361146],"study_design_scores_gemma":[0.000077278746,0.00015287394,0.006977986,0.0006914263,0.0001410034,0.00085629843,0.0014248297,0.36622667,0.0039899773,0.35745624,0.2618165,0.00018888577],"about_ca_topic_score_codex":0.022841627,"about_ca_topic_score_gemma":0.019167785,"teacher_disagreement_score":0.022841627,"about_ca_system_score_codex":0.0022936205,"about_ca_system_score_gemma":0.0033537704,"threshold_uncertainty_score":0.04541737},"labels":[],"label_agreement":null},{"id":"W2964999834","doi":"","title":"Drainage Engineering: Can You Put New Wine in an Old Wine Skin?","year":2018,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological 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":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Drainage; Agency (philosophy); Environmental planning; Wildlife; Business; Environmental resource management; Engineering; Environmental science; Ecology; Sociology","score_opus":0.018835840147998474,"score_gpt":0.20827134072563186,"score_spread":0.1894355005776334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964999834","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01499297,0.036447298,0.01232853,0.54970694,0.025986455,0.00017542971,0.0003143289,0.00074783014,0.35930017],"genre_scores_gemma":[0.064524025,0.03666382,0.00923744,0.063834146,0.0025077001,0.00005811325,0.0002531458,0.0005434719,0.8223782],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991942,0.0001271252,0.000025171374,0.00006675392,0.0004447459,0.00014207777],"domain_scores_gemma":[0.9994832,0.000059504313,0.000022914652,0.000023328193,0.00020259761,0.0002084926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011651275,0.00045847613,0.0003112407,0.00037844447,0.00420635,0.005851616,0.00060459494,0.0028104726,0.023994358],"category_scores_gemma":[0.0023594925,0.00023789758,0.0003106028,0.0005696809,0.002527144,0.005340626,0.0018758551,0.0028400875,0.01110627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026428348,0.00004788103,0.0010772949,0.00016789566,0.000005315919,0.00028381628,0.0030584503,0.00008139829,0.0014437097,0.012150202,0.86314434,0.11851336],"study_design_scores_gemma":[0.0000016329767,0.000014694325,0.0004560391,0.00005764632,0.0000013649587,0.00011002617,0.0025359713,0.00002717688,0.00014110513,0.0016995339,0.9949485,0.0000062517433],"about_ca_topic_score_codex":0.02375013,"about_ca_topic_score_gemma":0.12249949,"teacher_disagreement_score":0.023994358,"about_ca_system_score_codex":0.0023399342,"about_ca_system_score_gemma":0.0044856053,"threshold_uncertainty_score":0.0802691},"labels":[],"label_agreement":null},{"id":"W2965761519","doi":"","title":"The Ontario Ministry of Agriculture, Food and Rural Affairs Report Presented at the Drainage Practitioners Meeting","year":2001,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"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":"Christian ministry; Agriculture; Drainage; Environmental planning; Political science; Water resource management; Geography; Environmental science; Archaeology","score_opus":0.006455402504867604,"score_gpt":0.1884425420700187,"score_spread":0.1819871395651511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965761519","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06435749,0.013648552,0.0012530773,0.3003455,0.012250875,0.0013002696,0.03582317,0.00023190246,0.5707892],"genre_scores_gemma":[0.02551887,0.003139952,0.0005545171,0.0033116734,0.00031544414,0.00009839005,0.0026628105,0.000054105112,0.96434414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874735,0.000056693796,0.000032325894,0.000063997155,0.00074712624,0.0003524281],"domain_scores_gemma":[0.99726427,0.0001229334,0.00008172832,0.000050520088,0.001844702,0.00063595315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011442809,0.00034935283,0.00026215383,0.0009375228,0.0045706956,0.002585841,0.00054463255,0.0022675488,0.036167707],"category_scores_gemma":[0.0018330833,0.00052281946,0.00023112181,0.0025001883,0.0007118728,0.00077687536,0.0008912371,0.0017743956,0.004321217],"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":[0.00009740067,0.000024887233,0.008327626,0.00016434194,0.000008460093,0.00020822609,0.0011309796,0.00007996304,0.0008179451,0.0016342411,0.9715828,0.015923169],"study_design_scores_gemma":[0.000011622565,0.0000098584405,0.027867349,0.00003425137,0.000006520626,0.0000152430375,0.001021353,0.00004597712,0.00013437183,0.000053597603,0.9707912,0.000008492472],"about_ca_topic_score_codex":0.96381664,"about_ca_topic_score_gemma":0.9911663,"teacher_disagreement_score":0.036183357,"about_ca_system_score_codex":0.02571759,"about_ca_system_score_gemma":0.09619766,"threshold_uncertainty_score":0.18659502},"labels":[],"label_agreement":null},{"id":"W2965874874","doi":"","title":"Growing Forward Environment and Climate Change Program- an Update","year":2009,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Climate change; Environmental science; Computer science; Geology","score_opus":0.012487602978954815,"score_gpt":0.2217147115971765,"score_spread":0.2092271086182217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965874874","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013305894,0.1948396,0.00595215,0.42267492,0.17016156,0.0010909628,0.027124636,0.0017244811,0.16312572],"genre_scores_gemma":[0.05639105,0.38211468,0.030709874,0.1710769,0.057566706,0.002506588,0.049428135,0.0009396035,0.24926648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998781,0.00017656409,0.00013770798,0.00009523528,0.00059681374,0.00021255043],"domain_scores_gemma":[0.9850293,0.003665486,0.00079031044,0.0005009709,0.007260324,0.0027536617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053096134,0.0010638386,0.0009401526,0.004557455,0.0011106023,0.0017393917,0.0026214733,0.0038604815,0.0224898],"category_scores_gemma":[0.0118499985,0.00044533535,0.0007171097,0.0045925574,0.00055222434,0.0038087724,0.0020617328,0.0045119813,0.0057490305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113798545,0.0002239725,0.0028218257,0.00060645404,0.000024725325,0.00017933373,0.0000757725,0.00015367194,0.000106482395,0.00038149036,0.7305898,0.2647227],"study_design_scores_gemma":[0.000071096336,0.000067148714,0.0053647556,0.0009496383,0.000057149362,0.00027597582,0.00018287166,0.000079703204,0.00029832218,0.00027954252,0.9923579,0.000015901316],"about_ca_topic_score_codex":0.02686288,"about_ca_topic_score_gemma":0.07992575,"teacher_disagreement_score":0.02686288,"about_ca_system_score_codex":0.0026203766,"about_ca_system_score_gemma":0.012073352,"threshold_uncertainty_score":0.07523584},"labels":[],"label_agreement":null},{"id":"W2967472191","doi":"","title":"Drainage Engineers Report - 2018 - Presented at the Drainage Practitioners Meeting","year":2018,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological 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":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Drainage; Tile drainage; Christian ministry; Agriculture; Position (finance); Administration (probate law); Loan; Business; Engineering; Environmental planning; Political science; Environmental science; Geography; Finance; Archaeology","score_opus":0.02080576764380298,"score_gpt":0.22686041175658778,"score_spread":0.2060546441127848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967472191","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07964383,0.0035522538,0.0028125201,0.07578766,0.018748775,0.0013251057,0.014358379,0.00078811584,0.80298334],"genre_scores_gemma":[0.029351056,0.0019731605,0.0011674612,0.0020094733,0.0008165612,0.0002137667,0.0031543947,0.00013393837,0.9611801],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998548,0.00017009732,0.00008883334,0.00013482575,0.0008259417,0.00023233276],"domain_scores_gemma":[0.9978509,0.000145641,0.00006561488,0.00007400864,0.0013028069,0.0005610986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016218432,0.00044079928,0.00022502786,0.00097246194,0.0025935043,0.0026082923,0.00053598895,0.0015089852,0.18630977],"category_scores_gemma":[0.0030651765,0.00027581793,0.00026907917,0.0012064046,0.00026903633,0.0010492501,0.0025559706,0.0018234834,0.056034055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007436565,0.00028618242,0.006367544,0.00012638568,0.0000059994045,0.0005560747,0.0016410144,0.00006796533,0.0015004728,0.0009889923,0.9285121,0.059872936],"study_design_scores_gemma":[0.0000050051153,0.000046312332,0.004847991,0.000041799743,0.0000018635574,0.00008011217,0.0022189391,0.0000340876,0.0002511101,0.000106194755,0.99236125,0.0000053059666],"about_ca_topic_score_codex":0.013624936,"about_ca_topic_score_gemma":0.048052732,"teacher_disagreement_score":0.18630977,"about_ca_system_score_codex":0.0015094063,"about_ca_system_score_gemma":0.005884499,"threshold_uncertainty_score":0.62326825},"labels":[],"label_agreement":null},{"id":"W2967750446","doi":"","title":"LiDAR- Digital Data and Application to Drainage","year":2009,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Remote sensing; Lidar; Drainage; Geology; Computer science","score_opus":0.009600709715323522,"score_gpt":0.22109148918236496,"score_spread":0.21149077946704142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967750446","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":[0.33019003,0.005237983,0.60557526,0.0031541518,0.0006907524,0.0005627462,0.011840784,0.0074206954,0.035327673],"genre_scores_gemma":[0.60301524,0.0035495034,0.37225646,0.00027443218,0.00015323935,0.00025431323,0.0075809695,0.0004880616,0.012427875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978226,0.000056987275,0.000022066557,0.000026570175,0.0000989211,0.000013187869],"domain_scores_gemma":[0.9992749,0.00031760338,0.000027225591,0.00010768403,0.00024145197,0.000031093725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009689776,0.0002796244,0.00026418015,0.0020694693,0.00039013644,0.0010260761,0.00043615184,0.0005065012,0.004437916],"category_scores_gemma":[0.0027922913,0.00040456152,0.00030857007,0.0027149508,0.00030987873,0.0006562299,0.000551138,0.0003163093,0.001000441],"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":[0.00012408434,0.00023434722,0.027334763,0.0002652558,0.000050146657,0.00040403503,0.00045815448,0.03138531,0.023126781,0.014093114,0.017724108,0.8847999],"study_design_scores_gemma":[0.00014221627,0.00035573554,0.09047159,0.00031495123,0.00018894278,0.0010984461,0.0012376083,0.5291049,0.06579341,0.032020565,0.27911693,0.00015476155],"about_ca_topic_score_codex":0.0061325417,"about_ca_topic_score_gemma":0.00993557,"teacher_disagreement_score":0.0061325417,"about_ca_system_score_codex":0.00040430258,"about_ca_system_score_gemma":0.00049942697,"threshold_uncertainty_score":0.014846325},"labels":[],"label_agreement":null},{"id":"W2968283538","doi":"","title":"The Changing Climate and the Increasing Vulnerability of Infrastructure","year":2009,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Vulnerability (computing); Climate change; Business; Critical infrastructure; Environmental science; Environmental resource management; Environmental planning; Computer science; Computer security; Geology; Oceanography","score_opus":0.011280703718209911,"score_gpt":0.24959610562253842,"score_spread":0.2383154019043285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968283538","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":[0.46612218,0.0066768685,0.0015614058,0.38527292,0.0006477315,0.000014067059,0.00018179977,0.000028450135,0.1394945],"genre_scores_gemma":[0.98288304,0.003996839,0.0003260215,0.004681275,0.0003575684,0.000009256893,0.00002152027,0.000010625567,0.00771382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99921465,0.0002840615,0.000019961737,0.000057894547,0.0001594047,0.00026395053],"domain_scores_gemma":[0.9986683,0.000571642,0.00020152575,0.000051732408,0.0002094837,0.00029721804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010885228,0.00016234723,0.00015695991,0.0008159198,0.0030894482,0.0049226647,0.00034823324,0.0025336926,0.008416069],"category_scores_gemma":[0.0032840427,0.00014180577,0.00021125456,0.0012973901,0.004830771,0.0041515394,0.0030075053,0.0020303444,0.0002861581],"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":[0.00009337148,0.00017159646,0.08989504,0.0002908065,0.00008095105,0.0035115296,0.03783661,0.006809716,0.0027071747,0.62960523,0.08897755,0.14002053],"study_design_scores_gemma":[0.000013328662,0.0000985739,0.08529914,0.00027377254,0.000028202816,0.0013448026,0.11723808,0.0023933437,0.00072428514,0.25716677,0.5353446,0.000075126576],"about_ca_topic_score_codex":0.0095395325,"about_ca_topic_score_gemma":0.027297163,"teacher_disagreement_score":0.0095395325,"about_ca_system_score_codex":0.0023439126,"about_ca_system_score_gemma":0.0029265066,"threshold_uncertainty_score":0.028154492},"labels":[],"label_agreement":null},{"id":"W2970375995","doi":"","title":"50 Years of Drainage Ontario","year":2000,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"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":"Drainage; Geology","score_opus":0.013721333351928294,"score_gpt":0.1796328744746568,"score_spread":0.16591154112272852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970375995","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16486478,0.035764236,0.0019056177,0.049303193,0.0025144825,0.00030598053,0.013996538,0.00030103483,0.73104405],"genre_scores_gemma":[0.21552944,0.014612816,0.00069553306,0.002821388,0.00030381416,0.000091068745,0.0034973766,0.00011848618,0.7623302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993438,0.0000695425,0.000019253695,0.00009171734,0.00026072434,0.00021481581],"domain_scores_gemma":[0.9991623,0.00004370081,0.00007776171,0.00005069779,0.00038165884,0.00028389174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059688493,0.00028336202,0.00029869712,0.0015128289,0.005059938,0.002333499,0.0005112491,0.00057878473,0.057978045],"category_scores_gemma":[0.0016967237,0.00025450776,0.0003091593,0.0040264498,0.0014066242,0.0008984601,0.0024833337,0.0006892193,0.004232321],"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":[0.00023592962,0.00013090648,0.10356513,0.0008346559,0.00007920285,0.001825489,0.011741618,0.0007243042,0.001669424,0.03591853,0.47887656,0.3643982],"study_design_scores_gemma":[0.000003246973,0.000009379528,0.036769677,0.00006843379,0.000005630801,0.000087641994,0.0014947355,0.000039695522,0.00006111142,0.00045170842,0.9610026,0.000006080282],"about_ca_topic_score_codex":0.8806204,"about_ca_topic_score_gemma":0.9807957,"teacher_disagreement_score":0.11937958,"about_ca_system_score_codex":0.022631679,"about_ca_system_score_gemma":0.040294617,"threshold_uncertainty_score":0.24016523},"labels":[],"label_agreement":null},{"id":"W2970621836","doi":"","title":"Innovation in Wetland & Riparian Buffer Restoration Through the Drainage Act in Southern Ontario","year":2012,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"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":"Riparian buffer; Riparian zone; Wetland; Drainage; Hydrology (agriculture); Water resource management; Environmental science; Environmental planning; Environmental resource management; Geology; Ecology; Habitat","score_opus":0.022339112465783822,"score_gpt":0.22077319042375923,"score_spread":0.1984340779579754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970621836","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9120814,0.0008789449,0.00049116986,0.016006706,0.00008689555,0.00014818084,0.00020522649,0.000037690977,0.07006388],"genre_scores_gemma":[0.9428628,0.00064265373,0.0005880651,0.0008899906,0.000017161752,0.000035015546,0.00007491964,0.000012692292,0.054876674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982439,0.00025520066,0.00004928618,0.00016268699,0.0005673657,0.00072155957],"domain_scores_gemma":[0.9960544,0.0005964812,0.00030253315,0.00013979476,0.0010935088,0.0018133078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908244,0.00009556398,0.00020002319,0.00080580247,0.006229263,0.0033762786,0.0010437503,0.0010493506,0.0044536307],"category_scores_gemma":[0.0039528627,0.00023290722,0.00018009033,0.0012949087,0.003999359,0.0008173485,0.0025245596,0.0010666375,0.00017382634],"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":[0.0006768194,0.00060930446,0.3429288,0.00054304925,0.000070229406,0.0030723792,0.13048984,0.003456778,0.00848005,0.08406688,0.051721063,0.37388486],"study_design_scores_gemma":[0.000052315612,0.0002132854,0.6087476,0.0002041883,0.000033077937,0.00022782762,0.05482598,0.0015936398,0.0011215726,0.0021910626,0.33073235,0.000057066678],"about_ca_topic_score_codex":0.94992864,"about_ca_topic_score_gemma":0.99417984,"teacher_disagreement_score":0.0544661,"about_ca_system_score_codex":0.0544661,"about_ca_system_score_gemma":0.1468291,"threshold_uncertainty_score":0.39518106},"labels":[],"label_agreement":null},{"id":"W2972133731","doi":"","title":"Drainage Stats from Time Immemorial","year":2018,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Music Technology and Sound Studies","field":"Computer 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":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Casual; Meridian (astronomy); Computer science; History; Communication; Psychology; Political science; Astronomy","score_opus":0.010710580435909738,"score_gpt":0.21351225310976463,"score_spread":0.20280167267385488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972133731","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06375799,0.003229416,0.047962822,0.043295264,0.013277032,0.00008362044,0.00075327297,0.003514008,0.82412654],"genre_scores_gemma":[0.5644308,0.0018002933,0.007401231,0.007983871,0.002254506,0.000049979088,0.000404271,0.0024105536,0.41326448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994697,0.00007546823,0.000020868083,0.000076716,0.00026529958,0.00009197644],"domain_scores_gemma":[0.9993691,0.00008924466,0.00004801957,0.00011005604,0.0002073165,0.00017631492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045079662,0.0003481398,0.0002992923,0.0008205488,0.0032758308,0.004240379,0.00044301743,0.0015447696,0.037236106],"category_scores_gemma":[0.0031912422,0.00027049566,0.00025458957,0.000547112,0.0041978084,0.0047919233,0.003685984,0.0027886836,0.012635551],"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":[0.00046188524,0.000059929414,0.0066239415,0.0002472677,0.00003538008,0.0020309566,0.014258174,0.001025138,0.017775137,0.42418465,0.3109351,0.22236243],"study_design_scores_gemma":[0.000015242241,0.000050686336,0.002758145,0.00011794696,0.000006988989,0.0005176434,0.004898924,0.00034685555,0.0012113482,0.039814554,0.9502285,0.000033046046],"about_ca_topic_score_codex":0.0020858857,"about_ca_topic_score_gemma":0.0045300913,"teacher_disagreement_score":0.037236106,"about_ca_system_score_codex":0.0009109896,"about_ca_system_score_gemma":0.0012221477,"threshold_uncertainty_score":0.12456715},"labels":[],"label_agreement":null},{"id":"W2979951123","doi":"","title":"The Ontario Ministry of Agriculture, Food & Rural Affairs Report","year":2012,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"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":"Agriculture; Christian ministry; Agricultural economics; Food security; Political science; Business; Geography; Economics; Archaeology","score_opus":0.015254113717858358,"score_gpt":0.20368226425705213,"score_spread":0.18842815053919376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979951123","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04168903,0.007670051,0.0011292521,0.09948393,0.0046646493,0.002353126,0.18315421,0.0006108398,0.65924484],"genre_scores_gemma":[0.027035965,0.003214423,0.0011753576,0.0037305993,0.00016362793,0.00025678144,0.015597935,0.0001017165,0.94872355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967989,0.000100205805,0.00011987758,0.00010128552,0.0022269336,0.0006527758],"domain_scores_gemma":[0.9939779,0.0002809361,0.00014535464,0.00012868819,0.0046204664,0.0008466539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018273349,0.0004920175,0.00031747943,0.0021668246,0.003695201,0.0030911039,0.0008065515,0.002054813,0.027363358],"category_scores_gemma":[0.0033725407,0.0006823123,0.0005127095,0.0036991162,0.0006195082,0.00069295533,0.0009463549,0.0015978668,0.0040857405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012156509,0.000043996555,0.010556481,0.00026981864,0.000024546365,0.00020275547,0.0004438929,0.00014631418,0.0006506894,0.0029405318,0.9693124,0.015286858],"study_design_scores_gemma":[0.000022958653,0.0000112183025,0.051650945,0.000053196196,0.000021414477,0.00002336762,0.0006476475,0.000087697255,0.00035633286,0.00009540879,0.9470145,0.000015288597],"about_ca_topic_score_codex":0.99007916,"about_ca_topic_score_gemma":0.9957944,"teacher_disagreement_score":0.9508519,"about_ca_system_score_codex":0.049148053,"about_ca_system_score_gemma":0.20627448,"threshold_uncertainty_score":0.35659575},"labels":[],"label_agreement":null},{"id":"W2993536889","doi":"","title":"Nothing is more Certain than Change","year":2018,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Soil and Water Nutrient 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":"Drainage; Nothing; Tile drainage; Presentation (obstetrics); Environmental planning; Geography; Hydrology (agriculture); Agriculture; Engineering; Archaeology; Medicine; Geotechnical engineering; Epistemology","score_opus":0.021989244165975145,"score_gpt":0.2300659439786826,"score_spread":0.20807669981270746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993536889","genre_codex":"review","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":[0.0013763576,0.90819347,0.00055970286,0.072005704,0.007867272,0.0000094582765,0.00011657741,0.000019730232,0.009851828],"genre_scores_gemma":[0.036928844,0.91289496,0.000846322,0.03372972,0.0064093354,0.000025291854,0.00018196508,0.00004606057,0.008937611],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942274,0.00170357,0.0005231119,0.0008522112,0.002380261,0.00031335314],"domain_scores_gemma":[0.9864689,0.00553937,0.0013866306,0.00048613886,0.005525768,0.0005932556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00614725,0.00040556994,0.00079705985,0.0022457864,0.0017119983,0.0062819226,0.00076223945,0.001519182,0.0044045644],"category_scores_gemma":[0.01705748,0.0003322658,0.0003812939,0.0045928713,0.0066418834,0.00733198,0.0012702674,0.0027482756,0.0009863292],"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":[0.00007782253,0.00003174066,0.0037215871,0.011584593,0.0001567056,0.0003185871,0.0066625825,0.0003331331,0.0008499423,0.05445568,0.4425419,0.47926566],"study_design_scores_gemma":[0.000001980743,0.000019146122,0.0030982587,0.0022893546,0.000015062657,0.00012061525,0.0016396331,0.000015377109,0.0000637623,0.0036747148,0.9890499,0.000012173056],"about_ca_topic_score_codex":0.045148406,"about_ca_topic_score_gemma":0.11258534,"teacher_disagreement_score":0.045148406,"about_ca_system_score_codex":0.007734041,"about_ca_system_score_gemma":0.016156739,"threshold_uncertainty_score":0.08977121},"labels":[],"label_agreement":null},{"id":"W2999831156","doi":"","title":"Ross W. Irwin Scholarship Recipient","year":2019,"lang":"en","type":"article","venue":"Drainage Engineers Conference","topic":"Archaeology and Natural History","field":"Social 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":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scholarship; Excellence; Management; Sociology; Political science; Engineering ethics; Library science; Environmental ethics; Engineering; Economics; Law; Philosophy; Computer science","score_opus":0.019490870172045028,"score_gpt":0.27370142669083425,"score_spread":0.2542105565187892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999831156","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071555213,0.007189065,0.0015903896,0.17134215,0.070273705,0.00052227714,0.0071144155,0.0011286121,0.73368376],"genre_scores_gemma":[0.0076912064,0.001461493,0.0004686305,0.002644856,0.0014335777,0.000062690095,0.00086775806,0.00017353008,0.98519635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659073,0.00033755967,0.000106992,0.0004585652,0.0017434361,0.0007626306],"domain_scores_gemma":[0.966624,0.0005435779,0.00044050938,0.00073547347,0.011864322,0.019792002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030687351,0.0006437335,0.0012649321,0.0020899265,0.004413437,0.0049491245,0.0012797535,0.0019106461,0.41400406],"category_scores_gemma":[0.01498622,0.00033144795,0.0003606275,0.0014191517,0.00091180624,0.0014966477,0.007269702,0.0024314842,0.18525077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027114382,0.000019843643,0.00018253863,0.000030234549,0.0000015417451,0.00006456875,0.00011892501,0.0000136653125,0.00010805386,0.0034894934,0.9696941,0.026249886],"study_design_scores_gemma":[0.00000497382,0.000019644787,0.0007815442,0.000034542078,0.0000012263423,0.00006424701,0.00016755736,0.000018898892,0.00005501798,0.00020469361,0.9986443,0.0000034117277],"about_ca_topic_score_codex":0.020039696,"about_ca_topic_score_gemma":0.07133421,"teacher_disagreement_score":0.41400406,"about_ca_system_score_codex":0.004645897,"about_ca_system_score_gemma":0.01884375,"threshold_uncertainty_score":0.8358521},"labels":[],"label_agreement":null}]}