{"meta":{"query_hash":"7c538365ad42","filters":{"venue":"Journal of Contemporary Water Research & Education"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/7c538365ad42","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Contemporary+Water+Research+%26+Education"},"results":[{"id":"W1937094931","doi":"10.1111/j.1936-704x.2007.mp137001007.x","title":"Canada's Freshwater in a Continental Context","year":2007,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Context (archaeology); Citation; Library science; Government (linguistics); Political science; History; Law; Archaeology","score_opus":0.05756690592497632,"score_gpt":0.37294614674309134,"score_spread":0.315379240818115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1937094931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9304441,0.000738591,0.00005096458,0.03192567,0.00087724277,0.0005592611,0.000004183686,0.000008867555,0.03539111],"genre_scores_gemma":[0.99198514,0.0000306181,0.00008071987,0.00048584814,0.0005878216,0.000007182458,0.000009976415,0.000016749882,0.0067959623],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99589384,0.0008194953,0.0007807896,0.00017502064,0.0016282597,0.0007025982],"domain_scores_gemma":[0.9985121,0.00013595432,0.00014257221,0.00017355137,0.0007000929,0.00033572878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011245958,0.00011897746,0.00024412658,0.0007723588,0.00033733025,0.0002080408,0.0005634511,0.000071087044,0.0002485108],"category_scores_gemma":[0.00012372222,0.00008886732,0.0000751378,0.0003475007,0.00028946422,0.00063017325,0.00004312935,0.00058354763,0.000020049136],"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":[0.0019304944,0.00195348,0.31296393,0.0001654263,0.00021105673,0.0010487733,0.18165718,0.000018545352,0.0065428917,0.009428976,0.43387488,0.05020438],"study_design_scores_gemma":[0.00063583197,0.00009347615,0.008907944,0.00010202099,0.000003096558,0.000008240441,0.027087344,0.0000010521073,0.00406129,0.00066956604,0.95832276,0.000107367225],"about_ca_topic_score_codex":0.8340193,"about_ca_topic_score_gemma":0.95943034,"teacher_disagreement_score":0.5244479,"about_ca_system_score_codex":0.0010772413,"about_ca_system_score_gemma":0.00675145,"threshold_uncertainty_score":0.9988794},"labels":[],"label_agreement":null},{"id":"W1945770547","doi":"10.1111/j.1936-704x.2006.mp135001006.x","title":"IWRM In Practice: Lessons From Canadian Experiences","year":2009,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Citation; Library science; Sociology; Political science; Management; Computer science","score_opus":0.08904672184436105,"score_gpt":0.39191686110272034,"score_spread":0.30287013925835926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1945770547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9476674,0.005322881,0.000107277134,0.02544902,0.00028752882,0.0001905258,0.0000017673165,0.000015023552,0.020958528],"genre_scores_gemma":[0.99868935,0.0002822422,0.0004175546,0.00014530528,0.00022823046,0.000014104882,0.000010855713,0.000009942272,0.00020239147],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984827,0.0003381351,0.00046237328,0.00008372579,0.0003764554,0.00025662512],"domain_scores_gemma":[0.9990393,0.00007235075,0.00005830358,0.00022964083,0.0003726694,0.00022774721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015188635,0.00007932366,0.00015243207,0.0005467848,0.00009350238,0.00017423595,0.00041071099,0.00006301579,0.00004356826],"category_scores_gemma":[0.000021209993,0.000059825055,0.00003703274,0.0002114731,0.00002956851,0.0010813572,0.000010400763,0.0004616052,0.000031867436],"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":[0.00036953468,0.0014759222,0.010645007,0.000080172504,0.00028014078,0.00024710776,0.5305255,0.00069038244,0.1657201,0.0015989393,0.07568041,0.21268675],"study_design_scores_gemma":[0.00045759845,0.00019504371,0.004958269,0.00027523143,0.0000046526015,0.000053953212,0.08349166,0.00026079293,0.035130378,0.0029190541,0.87205756,0.00019583518],"about_ca_topic_score_codex":0.028535062,"about_ca_topic_score_gemma":0.0049217627,"teacher_disagreement_score":0.7963771,"about_ca_system_score_codex":0.00032722822,"about_ca_system_score_gemma":0.0010064001,"threshold_uncertainty_score":0.977934},"labels":[],"label_agreement":null},{"id":"W1978140271","doi":"10.1111/j.1936-704x.2012.03108.x","title":"Conflicts Associated with Exempt Wells: A Spaghetti Western Water War","year":2012,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"American Environmental and Regional History","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":"Politics; Jurisdiction; Herding; Corporate governance; Groundwater; Political science; Business; Law; Environmental planning; Geography; Engineering; Archaeology; Finance","score_opus":0.05243184805059927,"score_gpt":0.30199053497597883,"score_spread":0.24955868692537955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978140271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816316,0.00080479507,0.000027386423,0.0032292863,0.00024864147,0.00023813655,0.0000015040201,0.000009055388,0.013809599],"genre_scores_gemma":[0.9779619,0.00006910707,0.00007027262,0.0004222966,0.0002889796,0.000013071236,0.000020782265,0.00002788101,0.021125715],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972837,0.0004463417,0.0003822419,0.00017358508,0.0011455389,0.0005685986],"domain_scores_gemma":[0.99913675,0.000048865248,0.00016955436,0.00017132341,0.000059064536,0.00041443668],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00195324,0.00015970446,0.00023217195,0.00015371927,0.00022849375,0.000019057345,0.00031331522,0.00007252381,0.0011977366],"category_scores_gemma":[0.00001669862,0.00008237405,0.00008171119,0.00011495881,0.0012022814,0.0012313294,0.000111295725,0.00045991462,0.0009394074],"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":[0.0008637199,0.004667671,0.62022537,0.000042627824,0.00024779167,0.00008891877,0.059861373,0.000105530875,0.14367446,0.000015812604,0.16629057,0.003916156],"study_design_scores_gemma":[0.0005992801,0.0006357017,0.08952149,0.00011146654,0.000017945922,0.00013930383,0.00309132,0.000003120525,0.025972623,0.00009079926,0.8795764,0.0002405714],"about_ca_topic_score_codex":0.00031224947,"about_ca_topic_score_gemma":0.00001028193,"teacher_disagreement_score":0.7132858,"about_ca_system_score_codex":0.0006340755,"about_ca_system_score_gemma":0.00011185406,"threshold_uncertainty_score":0.9998385},"labels":[],"label_agreement":null},{"id":"W1988483824","doi":"10.1111/j.1936-704x.2009.00060.x","title":"Federal Engagement in Water Resource Technology Development: Current Programs and the Future","year":2009,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","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":"Production (economics); Business; Resource (disambiguation); Natural resource economics; Environmental economics; Government (linguistics); Water resources; Desalination; Energy supply; Energy (signal processing); Economics","score_opus":0.04727078113044479,"score_gpt":0.32125259995004624,"score_spread":0.27398181881960143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988483824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91381747,0.004152023,0.00001568525,0.07059253,0.000250351,0.0005272032,1.7899582e-7,0.000013267997,0.0106313145],"genre_scores_gemma":[0.99850637,0.00008820195,0.0002259858,0.00013762535,0.00021200257,0.000042744574,0.0000066041875,0.000008966693,0.0007714882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975916,0.00059622223,0.0005037984,0.0002093336,0.0006560299,0.00044301644],"domain_scores_gemma":[0.99953216,0.000026633721,0.00008812625,0.00017858285,0.00007995925,0.00009453368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036531948,0.00013948094,0.00021473774,0.0003042497,0.00042264353,0.00010658961,0.00037872084,0.00006067723,0.000035760982],"category_scores_gemma":[0.000022469794,0.00006410044,0.00003850672,0.0002283945,0.0003469356,0.0004120394,0.00023605989,0.0006651408,0.00002386708],"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":[0.0014269449,0.0021735292,0.0480828,0.000054192355,0.00009680987,0.00006068794,0.053396758,0.000018418927,0.009999917,0.005466081,0.029655855,0.849568],"study_design_scores_gemma":[0.001432093,0.00039228558,0.012251622,0.0001290924,0.000004408302,0.00005367464,0.0050230627,0.000008001108,0.02126479,0.048624504,0.9106543,0.0001621464],"about_ca_topic_score_codex":0.000049248527,"about_ca_topic_score_gemma":0.000077628596,"teacher_disagreement_score":0.8809985,"about_ca_system_score_codex":0.00024733736,"about_ca_system_score_gemma":0.00011836362,"threshold_uncertainty_score":0.32506752},"labels":[],"label_agreement":null},{"id":"W2057662637","doi":"10.1111/j.1936-704x.2010.00081.x","title":"The CARA Network: Building Latin American Capacity in Hydrogeology and Water Resource Management","year":2010,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Division of Graduate Education; Universidad Nacional Autonoma de Honduras","keywords":"Latin Americans; Procurement; Variety (cybernetics); Resource (disambiguation); Hydrogeology; Groundwater; Capacity building; Business; Water resource management; Geography; Environmental planning; Environmental resource management; Engineering; Environmental science; Political science; Computer science; Marketing","score_opus":0.052505892617626455,"score_gpt":0.3339321199348502,"score_spread":0.2814262273172238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057662637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443376,0.00039378842,0.00080534926,0.0015725461,0.00041968736,0.00016640675,2.3089615e-7,0.00001649391,0.0021917487],"genre_scores_gemma":[0.9947655,0.00010719587,0.004366338,0.000014325877,0.00033175453,0.000013340075,0.0000023083487,0.00001961264,0.00037960155],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.998469,0.00035498998,0.00040350508,0.000101373094,0.0002900573,0.00038105022],"domain_scores_gemma":[0.9993144,0.00019725754,0.00003977466,0.00020577834,0.00012715712,0.00011561454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047639934,0.00009768486,0.00017364752,0.0002986908,0.00014506606,0.00010125665,0.00022486993,0.000050368315,0.0000072332714],"category_scores_gemma":[0.000047822457,0.000055806813,0.00003601793,0.00017581691,0.0001317257,0.00020052909,0.00004951684,0.0008676966,0.0000027719132],"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":[0.0003554101,0.00015996574,0.08324252,0.00032860608,0.00029075635,0.00006993369,0.01100244,0.7295746,0.08574811,0.004264681,0.012134983,0.072827995],"study_design_scores_gemma":[0.0012973981,0.0002386797,0.039305456,0.00019287644,0.000014308349,0.000079642894,0.0020935042,0.07269626,0.03177782,0.010395108,0.841501,0.00040793716],"about_ca_topic_score_codex":0.00008318492,"about_ca_topic_score_gemma":0.000036749574,"teacher_disagreement_score":0.829366,"about_ca_system_score_codex":0.000052531857,"about_ca_system_score_gemma":0.00003914198,"threshold_uncertainty_score":0.37697583},"labels":[],"label_agreement":null},{"id":"W2127795702","doi":"10.1111/j.1936-704x.2009.00047.x","title":"Integrated Ecohydrologic Research and Hydro‐Informatics","year":2009,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Hydrology and Watershed Management 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":"Informatics; Ecology; Population; Hydrology (agriculture); Environmental resource management; Geography; Environmental science; Engineering; Biology; Sociology","score_opus":0.08594551372132285,"score_gpt":0.36518547553372777,"score_spread":0.2792399618124049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127795702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9349224,0.00035252442,0.000033382268,0.015135387,0.00013635826,0.00028724142,4.6548837e-7,0.00000951693,0.049122725],"genre_scores_gemma":[0.9953028,0.00028066037,0.00029865518,0.00032924564,0.00009493652,0.0000069928515,0.000006673021,0.000005677704,0.0036743842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976354,0.000524947,0.0005011502,0.00013788941,0.00075432134,0.00044626716],"domain_scores_gemma":[0.9992426,0.00009288359,0.00010455546,0.00019164998,0.00020520294,0.0001631086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071078506,0.00010836526,0.00019660394,0.0004742598,0.00044559027,0.00009659387,0.00036522362,0.000083737505,0.00024400228],"category_scores_gemma":[0.000116540854,0.000065968765,0.000036532736,0.00035533597,0.0005368425,0.0010049558,0.00016008738,0.0007695802,0.00024132838],"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":[0.0017051132,0.0032110605,0.15616935,0.00012615346,0.00024767432,0.00017019192,0.043044925,0.00036413452,0.031035505,0.0021996947,0.6923214,0.06940477],"study_design_scores_gemma":[0.0016137664,0.0069548287,0.045152515,0.00017991517,0.00002204533,0.00018265704,0.007507501,0.0008923863,0.0141949495,0.16349418,0.75937754,0.00042772669],"about_ca_topic_score_codex":0.00011807341,"about_ca_topic_score_gemma":0.0000091419315,"teacher_disagreement_score":0.16129449,"about_ca_system_score_codex":0.0001588687,"about_ca_system_score_gemma":0.00010956364,"threshold_uncertainty_score":0.34271652},"labels":[],"label_agreement":null},{"id":"W2891594032","doi":"10.1111/j.1936-704x.2018.03280.x","title":"Dr. Ari M. Michelsen: Life Dedicated to Advances in Water Resources Development","year":2018,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Water resources management and optimization","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":"Water resources; China; Valuation (finance); Agriculture; Resource (disambiguation); Geography; Political science; Agricultural economics; Economics; Archaeology; Finance; Ecology","score_opus":0.040005754802156686,"score_gpt":0.3160052991684209,"score_spread":0.2759995443662642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891594032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98427266,0.0016243526,0.0007967346,0.0034325998,0.0005596698,0.0003845948,3.4253154e-7,0.00003960824,0.0088894125],"genre_scores_gemma":[0.995822,0.0001331249,0.001095348,0.00013879711,0.0006453443,0.000025777277,0.000023719655,0.000034256507,0.0020816156],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793875,0.00014008005,0.0006907654,0.00016749368,0.00061713427,0.00044577345],"domain_scores_gemma":[0.9990093,0.00002316706,0.000055352535,0.00017780533,0.00047684455,0.0002575191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019706178,0.00015203618,0.00022067921,0.0012436241,0.00012826009,0.00016338941,0.00039695035,0.00006905496,0.000118683216],"category_scores_gemma":[0.000049546063,0.00009864128,0.000038382714,0.00034966727,0.000068393376,0.000953173,0.000077212826,0.0003250985,0.00021798744],"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":[0.0031946008,0.002086919,0.055835005,0.0016551659,0.0006901195,0.00014753024,0.33202788,0.03273966,0.1490047,0.00014911662,0.31151584,0.11095348],"study_design_scores_gemma":[0.0004028931,0.00017600378,0.0015169553,0.00020523419,0.000003753194,0.0000042487345,0.0010580943,0.00043119313,0.10708,0.00017294033,0.8887835,0.00016520025],"about_ca_topic_score_codex":0.00002544729,"about_ca_topic_score_gemma":0.000037496236,"teacher_disagreement_score":0.57726765,"about_ca_system_score_codex":0.00017678362,"about_ca_system_score_gemma":0.00016051189,"threshold_uncertainty_score":0.40224746},"labels":[],"label_agreement":null},{"id":"W2972239187","doi":"10.1111/j.1936-704x.2019.03311.x","title":"Using Serious Games to Facilitate Collaborative Water Management Planning Under Climate Extremes","year":2019,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Watershed management; Watershed; Business; Government (linguistics); Stakeholder; Process (computing); Environmental resource management; Environmental planning; Public relations; Computer science; Political science; Economics; Geography","score_opus":0.2230448107819361,"score_gpt":0.4525890343083147,"score_spread":0.2295442235263786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972239187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629676,0.0014656145,0.0003127818,0.009481178,0.002286002,0.00096251303,0.0000087031785,0.000013430155,0.02250222],"genre_scores_gemma":[0.975745,0.000042690208,0.0011105988,0.00043523876,0.00034870493,0.00005439959,0.000052078896,0.00003156594,0.022179719],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.997032,0.000674894,0.00070683786,0.0003347886,0.0006971869,0.00055431854],"domain_scores_gemma":[0.99783415,0.00008257909,0.00017594374,0.00038836512,0.0012928781,0.00022608296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002758678,0.00017840147,0.00027942748,0.0008624494,0.00017598519,0.00018675404,0.00034849587,0.00008223776,0.00075291825],"category_scores_gemma":[0.000015201185,0.000117769756,0.00008550288,0.00032599142,0.00006534131,0.00062538084,0.00007860699,0.00036391008,0.0008595949],"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":[0.005829926,0.0040760254,0.056016956,0.0008423278,0.0017827147,0.00013700579,0.4256633,0.006916935,0.22210698,0.02039917,0.22633801,0.02989065],"study_design_scores_gemma":[0.0014181457,0.0009358015,0.035833966,0.0005022994,0.000039755883,0.00010062568,0.13189,0.000045532437,0.010267482,0.005216546,0.8132926,0.00045721527],"about_ca_topic_score_codex":0.0000876375,"about_ca_topic_score_gemma":0.000002779778,"teacher_disagreement_score":0.5869546,"about_ca_system_score_codex":0.0002733094,"about_ca_system_score_gemma":0.0004244636,"threshold_uncertainty_score":0.99991834},"labels":[],"label_agreement":null},{"id":"W3168161350","doi":"10.1111/j.1936-704x.2021.3351.x","title":"Integrating Cultural Perspectives into International Interdisciplinary Work","year":2021,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Discipline; Resource (disambiguation); Natural resource management; Bridge (graph theory); Natural resource; Work (physics); Cultural diversity; Natural (archaeology); Sociology; Graduate students; Pedagogy; Engineering ethics; Political science; Social science; Geography; Engineering; Medicine; Anthropology; Archaeology","score_opus":0.17452223650648785,"score_gpt":0.5265658227083326,"score_spread":0.3520435862018448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168161350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8514105,0.0032514557,0.0012966349,0.08970938,0.0029623194,0.00027672565,0.0000048334596,0.000015359783,0.0510728],"genre_scores_gemma":[0.9768499,0.000053179916,0.0016659022,0.00006487663,0.001843775,0.000020544036,0.000038761405,0.000017934299,0.019445134],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99193394,0.0020424218,0.0013963155,0.0004820112,0.0037154364,0.00042984536],"domain_scores_gemma":[0.98003674,0.0005841336,0.0004012421,0.00051816646,0.018121323,0.00033840994],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010371292,0.00018794276,0.0003780671,0.0012958946,0.0006649001,0.0017793105,0.001473781,0.00010812536,0.0010465458],"category_scores_gemma":[0.0032933317,0.00011151012,0.00028593716,0.0016885168,0.00034595816,0.0037902715,0.00089612475,0.0011219531,0.00027857706],"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":[0.002637571,0.001962787,0.01963976,0.000032973472,0.00031159975,0.00046113622,0.207329,0.00004635753,0.06144655,0.009936849,0.61804986,0.07814553],"study_design_scores_gemma":[0.00081454293,0.00082594226,0.0038525688,0.00044705605,0.000008485356,0.00041520922,0.7091841,0.00018129383,0.021994188,0.110956416,0.15102671,0.00029349956],"about_ca_topic_score_codex":0.000016876502,"about_ca_topic_score_gemma":0.00006212766,"teacher_disagreement_score":0.5018551,"about_ca_system_score_codex":0.00057134574,"about_ca_system_score_gemma":0.0038472423,"threshold_uncertainty_score":0.9998666},"labels":[],"label_agreement":null},{"id":"W4200113360","doi":"10.1111/j.1936-704x.2021.3358.x","title":"Lake Champlain Community Scientist Volunteer Network Communicates Critical Cyanobacteria Information to Region‐wide Stakeholders","year":2021,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Aquatic Ecosystems and Phytoplankton 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":"U.S. Environmental Protection Agency","keywords":"Recreation; Citizen science; General partnership; Environmental resource management; Environmental planning; Tourism; Water quality; Resource (disambiguation); Geography; Business; Ecology; Environmental science; Computer science","score_opus":0.10821264081609047,"score_gpt":0.34514951424339707,"score_spread":0.2369368734273066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200113360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679382,0.00016508206,0.0029866626,0.0135157965,0.0010316421,0.00036181379,0.000017587963,0.000012473737,0.01397075],"genre_scores_gemma":[0.9968061,0.000028538741,0.0012275699,0.00064763235,0.00015059819,0.000014016618,0.00013993106,0.000012179933,0.00097345567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996182,0.00174628,0.00075423915,0.00011566642,0.0007856345,0.00041613623],"domain_scores_gemma":[0.997927,0.00044652593,0.00017942266,0.0005878624,0.0005182781,0.0003409294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005680014,0.00012761453,0.00024954948,0.00014892014,0.00077572005,0.00037863624,0.0006343905,0.000077872086,0.00054485444],"category_scores_gemma":[0.0007102403,0.000100165,0.000079793535,0.00045373483,0.0002533034,0.0017649898,0.00033978772,0.0008144571,0.00027802313],"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":[0.0004303907,0.0014324336,0.2711281,0.00029733314,0.00010300653,0.000071715025,0.030678153,0.0012055744,0.0045466223,0.0033354477,0.6778748,0.0088964375],"study_design_scores_gemma":[0.0003818604,0.00030465994,0.03503445,0.00040911257,0.000008965238,0.00022524114,0.0066512707,0.00040572093,0.0010445702,0.0031166256,0.9521932,0.00022429682],"about_ca_topic_score_codex":0.00073167187,"about_ca_topic_score_gemma":0.0021121695,"teacher_disagreement_score":0.27431843,"about_ca_system_score_codex":0.00027667463,"about_ca_system_score_gemma":0.0005003459,"threshold_uncertainty_score":0.596629},"labels":[],"label_agreement":null},{"id":"W4200501427","doi":"10.1111/j.1936-704x.2021.3362.x","title":"“Putting Suppliers on the Map:” Centering Upstream Voices in Water Funds Outreach","year":2021,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Water resources management and optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Minnesota Sea Grant, University of Minnesota","keywords":"Upstream (networking); Outreach; Downstream (manufacturing); Business; Public relations; Upstream and downstream (DNA); Investment (military); Community engagement; Marketing; Variety (cybernetics); Political science; Economic growth; Economics; Telecommunications; Computer science","score_opus":0.04905787255120891,"score_gpt":0.29667326417610473,"score_spread":0.24761539162489582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200501427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97393936,0.0005432946,0.00018798768,0.009380604,0.0006771894,0.000252452,0.0000010767262,0.000026686148,0.01499135],"genre_scores_gemma":[0.996753,0.00008978396,0.00017788862,0.00006763977,0.0003468335,0.000015295354,0.000049917024,0.000032086216,0.0024675597],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982276,0.00028348895,0.00047047922,0.00014179393,0.00049279013,0.00038387382],"domain_scores_gemma":[0.99935436,0.0000628576,0.00004847421,0.00022380221,0.00022678013,0.00008372749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017609674,0.00013538153,0.00017246912,0.00048875535,0.00014072636,0.00029796982,0.00029792244,0.000052834082,0.000141743],"category_scores_gemma":[0.000025967382,0.000075286596,0.00007448334,0.00018155538,0.000036415662,0.0005400265,0.00006654306,0.0005100384,0.000055664754],"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":[0.0011382216,0.0031876753,0.17327784,0.0024958395,0.0012977631,0.0009262676,0.13241415,0.18510853,0.22416376,0.0019723743,0.19662908,0.07738851],"study_design_scores_gemma":[0.0014817661,0.00025637844,0.0026392504,0.0011322361,0.000024494073,0.000045589124,0.0117234755,0.006895367,0.5188151,0.0037227848,0.45281312,0.00045040384],"about_ca_topic_score_codex":0.000036193167,"about_ca_topic_score_gemma":0.000014522353,"teacher_disagreement_score":0.29465136,"about_ca_system_score_codex":0.0001659526,"about_ca_system_score_gemma":0.00007995374,"threshold_uncertainty_score":0.30700985},"labels":[],"label_agreement":null},{"id":"W4295117798","doi":"10.1111/j.1936-704x.2022.3372.x","title":"Reflections on the Adaptation of a Postgraduate Degree in Water Management from In‐person to Remote Delivery","year":2022,"lang":"en","type":"article","venue":"Journal of Contemporary Water Research & Education","topic":"Teacher Education and Assessments","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Adaptation (eye); SWOT analysis; Variety (cybernetics); Resource (disambiguation); Strengths and weaknesses; Computer science; Knowledge management; Business; Engineering management; Psychology; Engineering; Marketing","score_opus":0.4248216784128374,"score_gpt":0.4992651401264156,"score_spread":0.07444346171357819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295117798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9094927,0.000075880365,0.00002830709,0.066578545,0.00049732014,0.00050674845,0.0000021836197,0.0000034651762,0.022814883],"genre_scores_gemma":[0.9955607,0.000037533486,0.00031231734,0.00031447518,0.00012352334,0.00003876573,0.000014542586,0.000008312978,0.0035898052],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961945,0.0020686712,0.00039043755,0.0001388291,0.00096976926,0.00023781194],"domain_scores_gemma":[0.9992323,0.000119937846,0.00010567153,0.00015690055,0.00029788425,0.000087295055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005247606,0.00006526404,0.000120944576,0.0008878611,0.00036331016,0.00006536506,0.00037291413,0.000024954828,0.0002459068],"category_scores_gemma":[0.00006526885,0.00004223828,0.000050356142,0.000530684,0.000052863936,0.00032854764,0.000049537633,0.00048653487,0.00001738082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011368598,0.002802355,0.013218495,0.000028118598,0.00011132653,0.00003340994,0.8454695,0.0005245362,0.012012202,0.0054944656,0.020457642,0.09871114],"study_design_scores_gemma":[0.00088872516,0.00062671833,0.06399312,0.0002508525,0.000010676007,0.000002592551,0.7153524,0.00006155045,0.004374067,0.014246846,0.20001578,0.00017664369],"about_ca_topic_score_codex":0.017877683,"about_ca_topic_score_gemma":0.0021808075,"teacher_disagreement_score":0.17955814,"about_ca_system_score_codex":0.0007039823,"about_ca_system_score_gemma":0.0008889832,"threshold_uncertainty_score":0.98866236},"labels":[],"label_agreement":null},{"id":"W4367056362","doi":"10.1111/j.1936-704x.2022.3376.x","title":"Letter from the Special Issue Editor","year":2023,"lang":"en","type":"letter","venue":"Journal of Contemporary Water Research & Education","topic":"Hydrology and Watershed Management 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":"General partnership; Political science; Water resources; Library science; Law; Computer science","score_opus":0.053466547236118704,"score_gpt":0.326076403831309,"score_spread":0.27260985659519027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367056362","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003136162,0.00014345505,0.0000038929284,0.9608245,0.018025571,0.0003935755,0.000014724108,0.0000130659655,0.017445078],"genre_scores_gemma":[0.005188926,0.000197097,0.000034853994,0.39423957,0.51762474,0.000043644384,0.00018990772,0.00005561198,0.08242566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607885,0.0010375844,0.0005803276,0.00031838607,0.0014614497,0.00052338996],"domain_scores_gemma":[0.998753,0.00038764902,0.0002508061,0.00042672173,0.00010957052,0.000072271054],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028273351,0.00022624985,0.00033457327,0.00021257116,0.00045912186,0.00015788313,0.001100903,0.0003154276,0.0027144605],"category_scores_gemma":[0.000109943685,0.00011987643,0.00016809448,0.00019662856,0.00053844694,0.0005493933,0.0004348425,0.0028714878,0.0053510247],"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":[0.000051778276,0.000051557796,0.0018308986,0.000015860787,0.0001319557,0.00016133508,0.0017634538,0.0000033904137,0.000064633045,8.0953635e-7,0.99529994,0.00062440254],"study_design_scores_gemma":[0.00016411654,0.000106840715,0.0010837659,0.000072227725,0.000026320771,0.000004364798,0.0002101775,0.0000012224807,0.00020649018,0.0024392167,0.9955473,0.00013795345],"about_ca_topic_score_codex":0.0009831096,"about_ca_topic_score_gemma":0.000041367555,"teacher_disagreement_score":0.5665849,"about_ca_system_score_codex":0.0002369991,"about_ca_system_score_gemma":0.00016315313,"threshold_uncertainty_score":0.9994289},"labels":[],"label_agreement":null}]}