{"meta":{"query_hash":"4887b2f5011c","filters":{"venue":"The Groundwater Project eBooks"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4887b2f5011c","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Groundwater+Project+eBooks"},"results":[{"id":"W3120615529","doi":"10.21083/978-1-7770541-3-7","title":"Graphical Construction of Groundwater Flow Nets","year":2020,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Dalhousie University; Université du Québec à Chicoutimi","funders":"","keywords":"Groundwater flow; Computer science; Flow (mathematics); Groundwater; Hydrology (agriculture); Geology; Environmental science; Geotechnical engineering; Mathematics; Aquifer; Geometry","score_opus":0.018392489032416984,"score_gpt":0.2200393739483625,"score_spread":0.2016468849159455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120615529","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":[0.002527632,0.00014285713,0.97811574,0.00015146057,0.000061544764,0.000047656176,0.00096578675,0.0025334302,0.015453942],"genre_scores_gemma":[0.12184831,0.0008107029,0.8327686,0.00017827861,0.00008523202,0.00027166982,0.0074232803,0.0015794197,0.03503453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939764,0.00021264088,0.00003526335,0.0001236393,0.0001801798,0.0000506626],"domain_scores_gemma":[0.99918884,0.00046281944,0.000043446278,0.0001281982,0.00013534166,0.000041368854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005887457,0.00081507623,0.00060944987,0.0012353619,0.00048822025,0.0019467125,0.001142146,0.00050520775,0.027778707],"category_scores_gemma":[0.0025438417,0.0006937691,0.0013583965,0.0012990624,0.0007179279,0.0015419481,0.0014152661,0.0010605332,0.004819938],"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":[0.00015081238,0.00006658407,0.00067264715,0.0004101212,0.000045219535,0.00028157895,0.00027740875,0.12164254,0.006710117,0.42726776,0.038614597,0.40386054],"study_design_scores_gemma":[0.00003771782,0.000034397894,0.00056320295,0.00012008552,0.000029543427,0.00016457036,0.00007159947,0.41208723,0.004743262,0.49447593,0.087633334,0.000039135884],"about_ca_topic_score_codex":0.0031733464,"about_ca_topic_score_gemma":0.004853738,"teacher_disagreement_score":0.027778707,"about_ca_system_score_codex":0.0007238411,"about_ca_system_score_gemma":0.00052410306,"threshold_uncertainty_score":0.092929065},"labels":[],"label_agreement":null},{"id":"W3181187412","doi":"10.21083/978-1-77470-004-4","title":"Septic System Impacts on Groundwater Quality","year":2021,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Groundwater; Water resource management; Environmental science; Septic tank; Geology; Environmental engineering; Geotechnical engineering","score_opus":0.03398259472219101,"score_gpt":0.2667592490640402,"score_spread":0.2327766543418492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181187412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19438674,0.051936883,0.010830397,0.0073995134,0.0012521513,0.000067341156,0.0019233858,0.0005540054,0.73164964],"genre_scores_gemma":[0.56941354,0.054778017,0.004292342,0.0012614973,0.00022235884,0.000037574602,0.0015530242,0.00015560715,0.36828598],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997898,0.000043846805,0.0000046253654,0.000014084422,0.00013214086,0.00001543158],"domain_scores_gemma":[0.9998894,0.00004563124,0.000009369769,0.0000031894788,0.00004382755,0.000008491012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014976783,0.00021295375,0.00012368732,0.00026670587,0.00023882686,0.0010742592,0.00021090277,0.00029632216,0.014932631],"category_scores_gemma":[0.0003066983,0.000093479975,0.00016166939,0.0007048106,0.00031794317,0.00031285465,0.00047471104,0.00025795453,0.0016856287],"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":[0.00044592682,0.00015972399,0.010861903,0.0012489366,0.000045855657,0.0015045396,0.0010716231,0.016947364,0.049550544,0.061085004,0.13088681,0.7261917],"study_design_scores_gemma":[0.00004325711,0.0010201384,0.027178524,0.00035571828,0.00005376554,0.0010160421,0.0015292513,0.0045881546,0.021633001,0.034406956,0.9081269,0.000048348415],"about_ca_topic_score_codex":0.004462449,"about_ca_topic_score_gemma":0.009693941,"teacher_disagreement_score":0.014932631,"about_ca_system_score_codex":0.00090253784,"about_ca_system_score_gemma":0.000469171,"threshold_uncertainty_score":0.049954653},"labels":[],"label_agreement":null},{"id":"W4285535659","doi":"10.21083/978-1-77470-003-7","title":"Flux Equations for Gas Diffusion in Porous Media","year":2021,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Flux (metallurgy); Diffusion; Porous medium; Porosity; Materials science; Mechanics; Thermodynamics; Physics; Composite material; Metallurgy","score_opus":0.03077415532326113,"score_gpt":0.23999506552363534,"score_spread":0.2092209102003742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285535659","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":[0.005713331,0.031052254,0.7447813,0.004354898,0.0021944346,0.00023003048,0.0029582267,0.0007145805,0.20800087],"genre_scores_gemma":[0.2056138,0.052011553,0.29919416,0.002783024,0.0025171533,0.0014625163,0.00404104,0.0011213047,0.43125543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969554,0.00003688372,0.000016375732,0.000043591397,0.00018127417,0.000026381538],"domain_scores_gemma":[0.99974245,0.000096823795,0.000017333296,0.000016751133,0.000115680734,0.0000109114535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055093365,0.001000911,0.0011279806,0.0013016497,0.0007938407,0.001630122,0.0012286473,0.0019661654,0.009777715],"category_scores_gemma":[0.0013949071,0.00047166416,0.0008344285,0.0015096938,0.0011219521,0.0031239989,0.0009024518,0.0020351482,0.0034646927],"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":[0.000014381711,0.000014627611,0.00007370795,0.0001592707,0.000006670135,0.00009378384,0.00014106254,0.023673916,0.0019372171,0.9390764,0.015593815,0.019215051],"study_design_scores_gemma":[0.000037952694,0.000027484513,0.00033892013,0.000118804055,0.000018451208,0.0003948415,0.00007683635,0.16823408,0.0015942735,0.60331535,0.22578962,0.00005334739],"about_ca_topic_score_codex":0.0046339105,"about_ca_topic_score_gemma":0.0028626253,"teacher_disagreement_score":0.009777715,"about_ca_system_score_codex":0.0018497074,"about_ca_system_score_gemma":0.0010471047,"threshold_uncertainty_score":0.032709777},"labels":[],"label_agreement":null},{"id":"W4285538813","doi":"10.21083/978-1-77470-001-3","title":"Land Subsidence and its Mitigation","year":2021,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agricultural Research Institute of Ontario","funders":"","keywords":"Subsidence; Geography; Geology; Geomorphology","score_opus":0.014986623895682337,"score_gpt":0.22266904322479572,"score_spread":0.20768241932911338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285538813","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":[0.07498012,0.018986218,0.0077450904,0.0032445737,0.00059842115,0.000060281982,0.0028324272,0.00056437677,0.8909884],"genre_scores_gemma":[0.6655374,0.010861724,0.0040391777,0.00021446079,0.00017220662,0.000023342132,0.0016750508,0.00013434187,0.3173422],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999672,0.0000025075162,0.000001158189,0.0000045174957,0.000018554421,0.000005949677],"domain_scores_gemma":[0.99995446,0.000005058586,0.0000051353377,0.0000045738584,0.00002398668,0.000006777728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005784335,0.00014765644,0.000078923185,0.00042128522,0.0001347231,0.0005240865,0.00018595358,0.00016317723,0.015365356],"category_scores_gemma":[0.00016593971,0.0000458892,0.00007134645,0.00051583914,0.00010824798,0.00026286865,0.00019856308,0.0001456866,0.0031427704],"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":[0.000059585524,0.00005225983,0.0067911553,0.00031320663,0.000012906812,0.00023133338,0.00013501087,0.010367978,0.0040130746,0.018185588,0.09335636,0.86648166],"study_design_scores_gemma":[0.000013866002,0.00014209826,0.10697539,0.00024907835,0.000030128753,0.00055926456,0.00064595265,0.015925135,0.0041192262,0.009038632,0.86228734,0.00001391503],"about_ca_topic_score_codex":0.010276946,"about_ca_topic_score_gemma":0.030677555,"teacher_disagreement_score":0.015365356,"about_ca_system_score_codex":0.000375828,"about_ca_system_score_gemma":0.00033870793,"threshold_uncertainty_score":0.05140227},"labels":[],"label_agreement":null},{"id":"W4323339544","doi":"10.21083/978-1-77470-033-4","title":"Water Well Record Databases and Their Uses","year":2022,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada; Trinity College Dublin; Canadian Natural Resources Limited","keywords":"Database; Computer science","score_opus":0.031887155673986464,"score_gpt":0.23228030962807286,"score_spread":0.2003931539540864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323339544","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":[0.002820289,0.13367875,0.100603305,0.036274653,0.0038494247,0.0008582877,0.10713915,0.010040776,0.6047353],"genre_scores_gemma":[0.019458385,0.25313377,0.25239584,0.013767995,0.0026207117,0.0010789584,0.11922154,0.005951518,0.33237132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99445087,0.0010350887,0.00091607106,0.00043293246,0.0030307248,0.00013443398],"domain_scores_gemma":[0.98687637,0.0062696054,0.0007253229,0.0015216431,0.004311947,0.00029516677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00612963,0.00053673965,0.0006067346,0.010099812,0.0010290247,0.011200855,0.0020009608,0.0013377048,0.03131045],"category_scores_gemma":[0.018978432,0.0009931192,0.0006094493,0.039561078,0.00091405044,0.013308169,0.0021477637,0.0018619426,0.03424953],"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":[0.000025977013,0.000016853408,0.0007607225,0.00070775696,0.000015961996,0.000046266123,0.00035137095,0.00055232196,0.0002994055,0.062300205,0.5771295,0.35779375],"study_design_scores_gemma":[0.0000031706675,0.0000029380424,0.00032194683,0.00027988406,0.000004715373,0.00006479364,0.00008765525,0.00021137098,0.00011253933,0.005689925,0.9932094,0.000011671784],"about_ca_topic_score_codex":0.013267281,"about_ca_topic_score_gemma":0.014269399,"teacher_disagreement_score":0.03131045,"about_ca_system_score_codex":0.0021456992,"about_ca_system_score_gemma":0.0028894835,"threshold_uncertainty_score":0.10474384},"labels":[],"label_agreement":null},{"id":"W4323339626","doi":"10.21083/978-1-77470-035-8","title":"Domestic Wells – Introduction and Overview","year":2022,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environmental Studies Association of Canada","funders":"Colorado School of Mines","keywords":"Geology; Petroleum engineering","score_opus":0.0335955173552015,"score_gpt":0.2259367076577094,"score_spread":0.1923411903025079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323339626","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":[0.002086307,0.12136097,0.009922042,0.004503467,0.008041151,0.0003512872,0.003599154,0.0014033463,0.8487324],"genre_scores_gemma":[0.003842988,0.08943145,0.0065302886,0.0023406064,0.0016608295,0.00016120916,0.004031998,0.00051242526,0.8914882],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997466,0.000021884951,0.000019375368,0.00004472537,0.00014680081,0.000020523197],"domain_scores_gemma":[0.9998154,0.00004077822,0.000015882106,0.000014042829,0.00008756704,0.000026372827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194959,0.0009943092,0.0006592055,0.0019281114,0.00089126296,0.002742162,0.00078836316,0.0014014168,0.09612571],"category_scores_gemma":[0.0004372173,0.00068747497,0.00044349398,0.0034606745,0.00037030716,0.0033960475,0.0014097985,0.0017424495,0.062069584],"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":[0.0000298899,0.00010502958,0.0001487017,0.00095163635,0.00000437974,0.0001434157,0.00027946098,0.0009581479,0.0015692875,0.02691448,0.7082687,0.26062685],"study_design_scores_gemma":[6.7821315e-7,0.000008851072,0.00009747372,0.00013701277,6.318598e-7,0.0000710331,0.000033354292,0.000028521521,0.00005535948,0.0011904805,0.9983742,0.0000024539688],"about_ca_topic_score_codex":0.0028784508,"about_ca_topic_score_gemma":0.005860939,"teacher_disagreement_score":0.09612571,"about_ca_system_score_codex":0.00071711,"about_ca_system_score_gemma":0.0010405153,"threshold_uncertainty_score":0.32157254},"labels":[],"label_agreement":null},{"id":"W4360772776","doi":"10.21083/978-1-77470-079-2","title":"A Glossary of Hydrogeology","year":2023,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Glossary; Hydrogeology; Geology; Philosophy; Geotechnical engineering; Linguistics","score_opus":0.03382972688156036,"score_gpt":0.2662098677478318,"score_spread":0.23238014086627143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360772776","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":[0.0005843775,0.019161178,0.02886859,0.0042950525,0.004089259,0.00047328597,0.07558699,0.0050002574,0.861941],"genre_scores_gemma":[0.0039257123,0.02174504,0.0342445,0.0049704323,0.002123396,0.0006153196,0.0830296,0.0063234973,0.8430225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937963,0.000090104826,0.00009210421,0.000092543036,0.0003137831,0.000031810818],"domain_scores_gemma":[0.99861324,0.00043932608,0.00008223341,0.0001711084,0.00060565106,0.00008841106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062466995,0.0013942478,0.0012250888,0.0057985857,0.0013455785,0.0037992985,0.0014354324,0.001183082,0.31196627],"category_scores_gemma":[0.003263017,0.00074612495,0.0006239464,0.010494383,0.00073531,0.005850948,0.0018855005,0.0022891217,0.31731904],"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":[0.000009072982,0.000014759495,0.000067062065,0.00029699176,0.0000028943925,0.000053829026,0.00007911985,0.0002788657,0.00025250835,0.017995577,0.91878206,0.062167343],"study_design_scores_gemma":[0.0000015880969,0.000002123834,0.00009163001,0.00010649469,0.0000011671594,0.0000547308,0.000017243488,0.000074130054,0.000031042335,0.004349718,0.99526465,0.000005513537],"about_ca_topic_score_codex":0.0074604983,"about_ca_topic_score_gemma":0.011177425,"teacher_disagreement_score":0.31196627,"about_ca_system_score_codex":0.0014368438,"about_ca_system_score_gemma":0.0016673927,"threshold_uncertainty_score":0.9813966},"labels":[],"label_agreement":null},{"id":"W4401904403","doi":"10.62592/mndh2138","title":"Public Health Risk Assessment and Risk Management for Safe Drinking Water","year":2024,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta; University of Waterloo; University of Toronto; Colorado School of Mines","keywords":"Groundwater; Public health; Environmental planning; Water supply; Water safety; Risk assessment; Environmental health; Business; Water resource management; Environmental science; Environmental engineering; Engineering; Water quality; Medicine; Computer science; Computer security; Nursing","score_opus":0.04209954620884496,"score_gpt":0.27615702347822035,"score_spread":0.2340574772693754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401904403","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":[0.0006940535,0.039385032,0.035898935,0.03730553,0.0040023127,0.00041090243,0.000679612,0.0005115302,0.88111204],"genre_scores_gemma":[0.022689706,0.057599265,0.058496363,0.013237793,0.002418943,0.0005213093,0.0008590288,0.00030354582,0.843874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981382,0.0004966722,0.000047401172,0.00009676518,0.0011561936,0.000064856984],"domain_scores_gemma":[0.9986254,0.0008252916,0.00006146962,0.00006733839,0.00035949715,0.00006103699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020148607,0.0008033913,0.00056571845,0.0011703917,0.001330128,0.004434864,0.0014553526,0.0023468337,0.02132026],"category_scores_gemma":[0.0038376625,0.00043836137,0.0005438106,0.0015713568,0.0024861854,0.0031818058,0.0017193045,0.0029609434,0.008266471],"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":[0.000009670038,0.00003588383,0.00012371382,0.00031892175,0.000007068014,0.00007996192,0.00061909674,0.0016391358,0.00030496193,0.22144873,0.65949637,0.11591639],"study_design_scores_gemma":[0.0000027651688,0.00000876723,0.00013742155,0.00027221328,0.0000028905908,0.000074548036,0.0001950615,0.00048702842,0.00006577705,0.05612407,0.942622,0.0000074752325],"about_ca_topic_score_codex":0.011385719,"about_ca_topic_score_gemma":0.018848581,"teacher_disagreement_score":0.02132026,"about_ca_system_score_codex":0.0036722927,"about_ca_system_score_gemma":0.007064872,"threshold_uncertainty_score":0.071323335},"labels":[],"label_agreement":null},{"id":"W4406363972","doi":"10.62592/baus7081","title":"Quantification of Groundwater Recharge","year":2025,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Pretoria; Commonwealth Scientific and Industrial Research Organisation; University of Waterloo; Colorado School of Mines; Université Laval","keywords":"Groundwater recharge; Depression-focused recharge; Groundwater; Environmental science; Hydrology (agriculture); Aquifer; Evapotranspiration; Groundwater model; Water resource management; Geology; Ecology","score_opus":0.028637727465910263,"score_gpt":0.2516479864307339,"score_spread":0.22301025896482363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406363972","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":[0.08235346,0.057767916,0.73237455,0.004346636,0.0014139597,0.00043843553,0.020021114,0.0055703307,0.095713526],"genre_scores_gemma":[0.65959,0.04869986,0.24757482,0.0010665869,0.0004968022,0.00037380835,0.012430638,0.0005868053,0.029180732],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904126,0.00017095238,0.00004627771,0.00015665105,0.00053686695,0.000047931084],"domain_scores_gemma":[0.99957794,0.00012382116,0.000055181135,0.000054633052,0.00017244788,0.000015978805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095228606,0.0005524318,0.0005763216,0.002030277,0.00028232543,0.0014737436,0.0006752551,0.0007204582,0.0025494108],"category_scores_gemma":[0.0016198702,0.00025068747,0.0006291197,0.0030891146,0.00039137877,0.0023300115,0.0008924233,0.0006657442,0.0010467966],"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":[0.00012360346,0.000059141457,0.02465451,0.0022546044,0.00039303885,0.00014315476,0.00041027926,0.056526713,0.101447366,0.052595574,0.036709268,0.7246828],"study_design_scores_gemma":[0.000037453192,0.00047554765,0.071379006,0.0009024744,0.0002772471,0.0010379499,0.000920817,0.11043543,0.14912829,0.093023166,0.57194227,0.0004403389],"about_ca_topic_score_codex":0.0034448237,"about_ca_topic_score_gemma":0.00422186,"teacher_disagreement_score":0.0034448237,"about_ca_system_score_codex":0.001273654,"about_ca_system_score_gemma":0.0004517447,"threshold_uncertainty_score":0.009240985},"labels":[],"label_agreement":null},{"id":"W4411017399","doi":"10.62592/yaoo2696","title":"The Oak Ridges Moraine Aquifer System, Canada: Data-driven Collaborative Science for Public Purpose","year":2025,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","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":"Moraine; Hydrogeology; Aquifer; Geology; Geomorphology; Terminal moraine; Hydrology (agriculture); Archaeology; Groundwater; Geography; Glacial period; Geotechnical engineering","score_opus":0.027862179228084444,"score_gpt":0.2455235110808346,"score_spread":0.21766133185275013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411017399","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":[0.02049022,0.010267004,0.077115,0.060815986,0.0011355379,0.0027339857,0.21323656,0.015295833,0.59890974],"genre_scores_gemma":[0.13293573,0.021244397,0.24541405,0.0052971644,0.00033813587,0.0023474058,0.1663883,0.0033840528,0.42265078],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702877,0.0002771989,0.0000999114,0.00030286028,0.0019424444,0.00034874366],"domain_scores_gemma":[0.98837435,0.0011931355,0.00028522906,0.0010677374,0.0073654978,0.0017140189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005062407,0.00047390375,0.00053239445,0.0025967332,0.0042480347,0.006607432,0.0019216979,0.0010306682,0.013487524],"category_scores_gemma":[0.01021249,0.0004776571,0.00032058085,0.011305816,0.0016415234,0.0026077938,0.0038932632,0.0012066828,0.005218972],"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":[0.000030583706,0.000045223976,0.006948046,0.00028142365,0.000021939513,0.00010529871,0.001588856,0.0016396826,0.00054003735,0.012425694,0.7535358,0.22283733],"study_design_scores_gemma":[0.000017056165,0.000009906196,0.013002403,0.00023793927,0.0000127728445,0.000033510507,0.0025308344,0.00391578,0.00034663072,0.0042117722,0.97565484,0.000026498958],"about_ca_topic_score_codex":0.96815926,"about_ca_topic_score_gemma":0.98140955,"teacher_disagreement_score":0.041126274,"about_ca_system_score_codex":0.041126274,"about_ca_system_score_gemma":0.13840832,"threshold_uncertainty_score":0.29839337},"labels":[],"label_agreement":null}]}