{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":44,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":44,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"af94fd3cfd8f","filters":{"venue":"DataStream"}},"results":[{"id":"W6889716593","doi":"10.25976/1d9y-0a25","title":"Petitcodiac Watershed Water Quality Monitoring","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Watershed; Riparian zone; Watershed management; Water pollution; Total maximum daily load; Sampling (signal processing); Hydrology (agriculture); Pollution","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008698533254987801,"gpt":0.2670394900504743,"spread":0.2583409567954865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007594053,0.0007111955,0.0004594614,0.002215111,0.0006942009,0.0008942398,0.001518309,0.0007426281,0.01600241],"category_scores_gemma":[0.002484361,0.0002906845,0.0003920532,0.004760798,0.0002881479,0.0004765209,0.001012648,0.0008682631,0.00939011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176906,"about_ca_system_score_gemma":0.003358809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.231749,"about_ca_topic_score_gemma":0.2661538,"domain_scores_codex":[0.9994065,0.00005900676,0.00006272749,0.0001472916,0.0002420092,0.00008246183],"domain_scores_gemma":[0.9983724,0.0001735405,0.0002107449,0.0003075256,0.0007955509,0.0001402843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001830801,0.00008987859,0.03277434,0.0007553513,0.00005067174,0.0001533125,0.00015185,0.0009368754,0.0005458487,0.001392825,0.941232,0.02173401],"study_design_scores_gemma":[0.00009967304,0.00002748579,0.09550937,0.0003243127,0.00001919676,0.00009672137,0.0002691495,0.001427929,0.0007886847,0.000479536,0.9009194,0.0000386221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002743068,0.00004581869,0.0001358469,0.00008906308,0.00001607573,0.00004341967,0.9936104,0.0001922193,0.003124082],"genre_scores_gemma":[0.005183711,0.00006440023,0.0007052792,0.00004692255,0.000006022639,0.00015992,0.9917339,0.00004856625,0.002051297],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7682511,"threshold_uncertainty_score":0.4608001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964784768","doi":"10.25976/g5s5-yj38","title":"Province of Prince Edward Island - Surface Water Quality Monitoring","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Sampling (signal processing); Hydrology (agriculture); Surface water; Range (aeronautics); Water level","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01338347071955955,"gpt":0.2845109298459365,"spread":0.271127459126377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006299104,0.0009425207,0.0007020112,0.002565582,0.0007208305,0.001338652,0.001695268,0.0007617242,0.02980847],"category_scores_gemma":[0.002819163,0.0004516532,0.0004706772,0.008066039,0.0002701895,0.0007090275,0.00125085,0.001026137,0.02894863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218042,"about_ca_system_score_gemma":0.007346024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5648223,"about_ca_topic_score_gemma":0.6240773,"domain_scores_codex":[0.9994067,0.00005033451,0.00006073743,0.0001549749,0.0002000805,0.0001272507],"domain_scores_gemma":[0.997341,0.0001984637,0.0001873691,0.0003728402,0.001680216,0.0002201191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005802819,0.00002942732,0.00926108,0.0005962997,0.00003828187,0.00007137031,0.0001163641,0.000512723,0.0001708648,0.0007983181,0.9809107,0.007436561],"study_design_scores_gemma":[0.00005802041,0.00001020973,0.04546474,0.0003272959,0.00002040024,0.00004234166,0.0003962234,0.000761503,0.0005482243,0.0004305246,0.9518993,0.00004118833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005885236,0.00003400843,0.00005134717,0.00004849732,0.000007000948,0.000018,0.9969947,0.0001012444,0.002156544],"genre_scores_gemma":[0.001615066,0.00006791874,0.0003729965,0.00002642861,0.000002727887,0.0001062083,0.9953056,0.00003896393,0.002464007],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4351777,"threshold_uncertainty_score":0.8754812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964768581","doi":"10.25976/gm49-2a19","title":"CIMP 161_Legacy arsenic pollution in Yellowknife Bay sediments","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bay; Arsenic; Contamination; Pollution; Sediment; Arsenic contamination of groundwater; Surface water; Water column","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01159765690533299,"gpt":0.2873201135425246,"spread":0.2757224566371916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007092729,0.001463862,0.0009192225,0.002638978,0.000641983,0.001352233,0.001626594,0.001282166,0.01113859],"category_scores_gemma":[0.00183331,0.000676351,0.000914656,0.004107264,0.0003873912,0.0008712532,0.001588577,0.0007809399,0.01091366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379387,"about_ca_system_score_gemma":0.001787191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08928624,"about_ca_topic_score_gemma":0.1156509,"domain_scores_codex":[0.9995479,0.00006199222,0.00005433483,0.0001635925,0.00009824421,0.00007386767],"domain_scores_gemma":[0.9992883,0.0001117738,0.0001222881,0.0001929061,0.0002102243,0.00007451298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003587662,0.00008963087,0.04287091,0.003266124,0.0002598849,0.000364592,0.0003167044,0.007117583,0.001902603,0.001034884,0.9242873,0.01813106],"study_design_scores_gemma":[0.0004057308,0.00006617205,0.1029115,0.0005170078,0.0001266682,0.0001781702,0.0004419047,0.005014566,0.002104353,0.001082839,0.8870656,0.00008541025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002727328,0.00007695281,0.00008117325,0.00006049659,0.00001425184,0.000008240173,0.9960924,0.0003643931,0.0005746934],"genre_scores_gemma":[0.002559841,0.00006712017,0.0002873869,0.00001841924,0.000004593866,0.000032944,0.9965842,0.00004403436,0.0004015096],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9107138,"threshold_uncertainty_score":0.1775331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946045402","doi":"10.25976/h483-jc56","title":"New Brunswick Surface Water Monitoring Network","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tributary; Water quality; Surface water; Hydrology (agriculture); Environmental monitoring; Main river; Quality (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01808772678743342,"gpt":0.2571870088799729,"spread":0.2390992820925394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156483,0.001157228,0.0009081854,0.00389931,0.0008894705,0.001544087,0.002361151,0.0007164253,0.0463385],"category_scores_gemma":[0.004584275,0.0004942347,0.0005081875,0.01265161,0.0002820889,0.0008533384,0.001179091,0.00127968,0.03287108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00813922,"about_ca_system_score_gemma":0.01288902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7161285,"about_ca_topic_score_gemma":0.7768888,"domain_scores_codex":[0.9989519,0.0001174129,0.0001577423,0.0002765917,0.0003361602,0.0001601418],"domain_scores_gemma":[0.9964375,0.0002570796,0.0002508577,0.000317513,0.002567868,0.0001690893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000455308,0.00001261958,0.00342092,0.0003567129,0.00002891959,0.00004822863,0.00004557846,0.000343417,0.00009721809,0.001113121,0.9875793,0.006908423],"study_design_scores_gemma":[0.00007537752,0.000005385106,0.01796201,0.0002854561,0.00001847061,0.00003261247,0.0001400359,0.0005916012,0.0002363438,0.0005556414,0.9800642,0.00003282703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002529125,0.00008124719,0.0000961863,0.0001000556,0.00001834493,0.00003347374,0.9967687,0.00007076078,0.002578376],"genre_scores_gemma":[0.001306557,0.000158761,0.0005292563,0.00006798116,0.000006193118,0.0001802828,0.994342,0.00004218897,0.003366715],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2838715,"threshold_uncertainty_score":0.5710865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889702942","doi":"10.25976/vmet-ct64","title":"LakeWatch Water Quality Data","year":2022,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Sampling (signal processing); Citizen science; Watershed; TRIPS architecture; Sample (material); Government (linguistics); Hydrology (agriculture)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1329415004044847,"gpt":0.3871652865648995,"spread":0.2542237861604148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001905123,0.001029008,0.00121871,0.003601607,0.0009174311,0.001722012,0.002583664,0.001112619,0.06095026],"category_scores_gemma":[0.006185476,0.0006757575,0.0008246641,0.01325097,0.0003130859,0.0009617076,0.001578908,0.001421549,0.03005813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005459671,"about_ca_system_score_gemma":0.01052849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5506476,"about_ca_topic_score_gemma":0.6377519,"domain_scores_codex":[0.9985048,0.000157768,0.0001940733,0.0002906517,0.0006155215,0.0002373001],"domain_scores_gemma":[0.9953053,0.0005791327,0.0003455796,0.0005791382,0.0028756,0.000315216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005743997,0.00001554222,0.002188186,0.0006475949,0.00003055913,0.00001798045,0.0000407343,0.00043566,0.0001148185,0.0006807411,0.9919024,0.003868347],"study_design_scores_gemma":[0.0002230539,0.00001281472,0.02293653,0.0004680633,0.00003572554,0.00002346334,0.0001462987,0.0006163678,0.0002837358,0.001363631,0.9738328,0.00005746594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001183855,0.00002385527,0.00005221568,0.00004939703,0.000009607712,0.00001624481,0.998716,0.00009983482,0.0009145065],"genre_scores_gemma":[0.0008719914,0.00005870069,0.0005485103,0.0000531362,0.000004754813,0.0001634512,0.9968637,0.00006971372,0.001365976],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5506476,"threshold_uncertainty_score":0.9039975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927164537","doi":"10.25976/y9yi-no57","title":"Seasonal Monitoring of Smith Creek and Scotty Creek, 2019-2021","year":2024,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Water quality; STREAMS; Seasonality; General partnership","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.017243891525911,"gpt":0.2862340125419645,"spread":0.2689901210160535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008059373,0.0003533069,0.0003374485,0.0011741,0.0006122942,0.0006653836,0.001161419,0.0004980343,0.002850746],"category_scores_gemma":[0.001629728,0.0002325611,0.0002784175,0.002805924,0.0002085064,0.000373299,0.0008527856,0.0003973803,0.001074926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002501368,"about_ca_system_score_gemma":0.004511077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5727906,"about_ca_topic_score_gemma":0.7802864,"domain_scores_codex":[0.9994668,0.00004699741,0.00003390282,0.0001400045,0.0002150341,0.00009721683],"domain_scores_gemma":[0.9983059,0.0001001892,0.0002539191,0.0001112979,0.0009623451,0.0002663581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004423652,0.0001871194,0.6558721,0.0005033478,0.0001960094,0.0004034028,0.001094906,0.002230904,0.002779152,0.0008494752,0.2961003,0.03934091],"study_design_scores_gemma":[0.0000466701,0.00002643579,0.9134768,0.00007559681,0.00003162423,0.00006129207,0.00064811,0.002096526,0.000866587,0.0001532408,0.08249456,0.00002255698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2785519,0.0003899067,0.001202444,0.0007380361,0.00009635142,0.0001711352,0.7082943,0.0003791842,0.01017683],"genre_scores_gemma":[0.3167255,0.0004189815,0.006026602,0.000394402,0.00006273025,0.0005469752,0.6626755,0.0001104715,0.01303888],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5727906,"threshold_uncertainty_score":0.8594506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889749734","doi":"10.25976/ye7n-bd78","title":"River Guardians Water Quality Monitoring Program","year":2022,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nova scotia; Water quality; Watershed; Spring (device); Hydrology (agriculture); Estuary","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0483152315200659,"gpt":0.3658419448199947,"spread":0.3175267132999288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009163,0.0004010358,0.0002737686,0.0009657342,0.002178456,0.001193406,0.001261182,0.0004394894,0.04744106],"category_scores_gemma":[0.001707047,0.0003279058,0.0002436534,0.001310093,0.0003270853,0.0004175561,0.001413453,0.0008467577,0.006120657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006172308,"about_ca_system_score_gemma":0.02078048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4952202,"about_ca_topic_score_gemma":0.6410023,"domain_scores_codex":[0.9987504,0.0001464886,0.0000417835,0.0002980944,0.0005595387,0.0002035514],"domain_scores_gemma":[0.9979451,0.0001264294,0.0001607467,0.0001656385,0.001194234,0.0004077909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001071809,0.0005913437,0.1542548,0.0003838665,0.00007343316,0.0008189245,0.002088774,0.0006642629,0.003421593,0.003952122,0.4692991,0.36338],"study_design_scores_gemma":[0.0001062025,0.0001925845,0.2169778,0.0002428293,0.0000314744,0.0002498828,0.001716487,0.001547059,0.001629155,0.0004107429,0.776858,0.00003770989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.1970716,0.001532958,0.004450894,0.006417584,0.000396628,0.004104195,0.06025998,0.003333678,0.7224326],"genre_scores_gemma":[0.4013886,0.002130309,0.01906941,0.003221615,0.000147832,0.002746137,0.04651483,0.0004742793,0.524307],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4952202,"threshold_uncertainty_score":0.9846753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946171621","doi":"10.25976/dgkb-zi70","title":"Swim Drink Fish Edmonton Hub Water Quality Monitoring","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Recreation; Water quality; Fish <Actinopterygii>; Population; Work (physics); Quality (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03211040412228916,"gpt":0.347603056493374,"spread":0.3154926523710849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009024962,0.001129404,0.00077808,0.002164783,0.0007209181,0.001112785,0.002300306,0.001273236,0.01610832],"category_scores_gemma":[0.0031736,0.0004149914,0.0007630475,0.00596819,0.0003380595,0.0006640441,0.001301891,0.0009949512,0.0197527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003862483,"about_ca_system_score_gemma":0.005429945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4923166,"about_ca_topic_score_gemma":0.6667286,"domain_scores_codex":[0.9991927,0.0001023176,0.00007728837,0.0002284783,0.0002742756,0.0001248985],"domain_scores_gemma":[0.9981996,0.0001932948,0.0001315225,0.0002798086,0.00102559,0.0001701794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000402866,0.0000167034,0.003092956,0.0003108142,0.00002685412,0.00002147768,0.00002830855,0.0004175664,0.0001242032,0.0004201456,0.9922093,0.003291408],"study_design_scores_gemma":[0.0001339577,0.00001556361,0.02589512,0.0003363403,0.00002453518,0.00003526448,0.0001474587,0.001434363,0.0004519854,0.000705595,0.9707742,0.0000456877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003981267,0.0000555092,0.00006388655,0.00008253275,0.00001416368,0.00001216687,0.9982333,0.0001677347,0.0009725347],"genre_scores_gemma":[0.0008646427,0.00005193621,0.0003101033,0.0000415718,0.000004378076,0.00004657645,0.9977209,0.00002969425,0.0009302108],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5076834,"threshold_uncertainty_score":0.978902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927457944","doi":"10.25976/kw9y-2n96","title":"eDNA Water Quality","year":2024,"lang":"en","type":"dataset","venue":"DataStream","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Sampling (signal processing); Metre; Quality (philosophy); Water pollution; Total dissolved solids; Raw water","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01424158287629373,"gpt":0.2851851802739798,"spread":0.2709435973976861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001853533,0.001420891,0.00150751,0.003209936,0.0008568615,0.002211681,0.003195,0.001987393,0.05115128],"category_scores_gemma":[0.009205394,0.0005364088,0.00110707,0.007354302,0.0004682131,0.00132114,0.002053503,0.001703114,0.05364857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661196,"about_ca_system_score_gemma":0.002346056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02691676,"about_ca_topic_score_gemma":0.03743903,"domain_scores_codex":[0.9981026,0.0003044678,0.000272362,0.0006756514,0.0004542496,0.0001906736],"domain_scores_gemma":[0.9961618,0.0009627137,0.0004662182,0.0009759159,0.001205932,0.0002274201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001017694,0.00003073463,0.004444745,0.001696966,0.00008157396,0.00004602288,0.00005222949,0.001158903,0.0003274889,0.001391602,0.9837167,0.006951299],"study_design_scores_gemma":[0.0001582248,0.00001481272,0.006674536,0.000439113,0.0000405702,0.0000523862,0.0000791608,0.0006543188,0.0004528625,0.001758848,0.9896415,0.00003368909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001531551,0.00005050655,0.0001300335,0.00005001706,0.00001427037,0.000009627199,0.9988043,0.0001637986,0.0006242029],"genre_scores_gemma":[0.0005915299,0.00006060871,0.0006467004,0.00005826159,0.000004646005,0.00008509045,0.9979975,0.00005092033,0.0005047976],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05115128,"threshold_uncertainty_score":0.1711181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946037775","doi":"10.25976/khw8-0c86","title":"Belchers Marsh Water Quality Monitoring","year":2022,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Marsh; Water quality; Hydrology (agriculture); Measure (data warehouse); Baseline (sea); Wetland","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05850409236144544,"gpt":0.3503886858542419,"spread":0.2918845934927965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007823619,0.0008412559,0.0006645274,0.001997958,0.0004872425,0.0008940183,0.001671543,0.0007900323,0.02261366],"category_scores_gemma":[0.002096335,0.0003540402,0.0005219402,0.003387028,0.0002370994,0.0007699677,0.001079299,0.0008284667,0.02089092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533298,"about_ca_system_score_gemma":0.001723173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1460843,"about_ca_topic_score_gemma":0.2180685,"domain_scores_codex":[0.9993716,0.00008347465,0.00005631504,0.0001992247,0.0001982172,0.00009115221],"domain_scores_gemma":[0.9987207,0.0001428564,0.0001281987,0.0002487773,0.000626549,0.0001327647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007469772,0.00002865763,0.007553319,0.0003101131,0.00003358834,0.00004211736,0.00003908914,0.0008918431,0.0002581259,0.0007155961,0.9826822,0.00737065],"study_design_scores_gemma":[0.0001440532,0.00002806437,0.05029674,0.0003112289,0.00002767824,0.00006138146,0.0001748635,0.003782392,0.0006772394,0.001185731,0.9432515,0.00005923468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008548539,0.00003652418,0.0001638576,0.00008273578,0.00001847451,0.00001342626,0.9969568,0.0002863672,0.001586878],"genre_scores_gemma":[0.001569581,0.00003324265,0.0004414336,0.00003697996,0.000003922722,0.00004684153,0.9967097,0.00004964253,0.001108691],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1460843,"threshold_uncertainty_score":0.290468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6945892541","doi":"10.25976/pn8e-1z58","title":"HRA/PREP Water Quality Monitoring Data","year":2024,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Watershed; Hydrology (agriculture); Environmental monitoring; Climate change; Water resources; Foundation (evidence); Ecosystem","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1555715340763718,"gpt":0.4230655880734001,"spread":0.2674940539970283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723149,0.001096369,0.001122726,0.002520718,0.000628885,0.001610754,0.002710254,0.001461611,0.06049618],"category_scores_gemma":[0.005344979,0.0005554715,0.0009537998,0.00758063,0.0003507314,0.001277494,0.001629287,0.001720058,0.06670222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182806,"about_ca_system_score_gemma":0.003663578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06492691,"about_ca_topic_score_gemma":0.07341967,"domain_scores_codex":[0.9983469,0.0002469222,0.0002888057,0.0004259821,0.0005052251,0.0001861603],"domain_scores_gemma":[0.9968964,0.0004722656,0.0003122745,0.0006634506,0.001449639,0.0002059725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003915888,0.00001981569,0.001179207,0.0003462965,0.00001975326,0.00001807963,0.00002859875,0.0003586803,0.0001432823,0.0006317911,0.9942405,0.002974885],"study_design_scores_gemma":[0.0001517205,0.00001461209,0.009098411,0.0001949825,0.00001991,0.00003492751,0.0001095902,0.00069254,0.0004960119,0.001205458,0.9879445,0.00003729866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001003367,0.00001234811,0.00007839636,0.00005422135,0.00001171141,0.00001429939,0.9988024,0.0001144443,0.0008119427],"genre_scores_gemma":[0.0004296807,0.0000244237,0.0004209548,0.00004167297,0.000004395253,0.0001273261,0.9981387,0.00005079391,0.0007621518],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06492691,"threshold_uncertainty_score":0.2023799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964816240","doi":"10.25976/gzy7-sl16","title":"RivTemp--Indian Bay Ecosystem Corporation","year":2021,"lang":"en","type":"dataset","venue":"DataStream","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bay; General partnership; Corporation; Watershed; Foundation (evidence); Variety (cybernetics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01057527610713256,"gpt":0.2292748632876514,"spread":0.2186995871805188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009890567,0.001425548,0.001006708,0.004081988,0.0008097701,0.002745901,0.002825097,0.0008298782,0.0658106],"category_scores_gemma":[0.004179135,0.0007889163,0.0007851779,0.01450247,0.0002472614,0.001919455,0.001867352,0.002095119,0.09522805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949664,"about_ca_system_score_gemma":0.004552971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.136269,"about_ca_topic_score_gemma":0.1768285,"domain_scores_codex":[0.9989411,0.0001142707,0.0001209403,0.0002518437,0.0003585532,0.0002131903],"domain_scores_gemma":[0.9970764,0.0003135123,0.0003330761,0.0006749664,0.001239655,0.0003625223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002473663,0.00001098168,0.001233815,0.0001531951,0.00001209645,0.000008540415,0.00001958851,0.0001375146,0.00003656486,0.0003799762,0.9960436,0.001939485],"study_design_scores_gemma":[0.00007086017,0.000007204709,0.01016523,0.0001718161,0.00001625909,0.00001877657,0.0001216434,0.0004818941,0.0001795727,0.0006600546,0.9880772,0.00002951185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009049161,0.00001132756,0.0000271553,0.000027243,0.000008699319,0.000005221272,0.9987703,0.0001720317,0.0008874726],"genre_scores_gemma":[0.0002278009,0.00001950131,0.0001217852,0.00001403202,0.00000215147,0.00003268793,0.9988953,0.00006103917,0.000625658],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.136269,"threshold_uncertainty_score":0.2709517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7102407785","doi":"10.25976/bu80-h462","title":"South Saskatchewan River Basin nitrate source isotope tracing","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tributary; Drainage basin; Nitrate; Hydrology (agriculture); Effluent; Nonpoint source pollution; Nutrient; Stable isotope ratio","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01201155163565724,"gpt":0.2501198930042084,"spread":0.2381083413685512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000376373,0.0004265999,0.0002761721,0.001795352,0.001905312,0.001404554,0.0006822929,0.0003124943,0.007972706],"category_scores_gemma":[0.0005210457,0.0003639064,0.0002706419,0.004310947,0.0003444276,0.0004802817,0.0007811007,0.000559086,0.00116927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275778,"about_ca_system_score_gemma":0.02633073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9572889,"about_ca_topic_score_gemma":0.9910226,"domain_scores_codex":[0.9996208,0.00002852681,0.00001875416,0.0001245019,0.0001322284,0.00007520073],"domain_scores_gemma":[0.9991373,0.00004879111,0.00005650581,0.00005088601,0.0006282574,0.00007831017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003158234,0.0001794182,0.7793308,0.0003424826,0.0002756698,0.0008422111,0.002140009,0.005809406,0.02098534,0.002821701,0.04901343,0.1379437],"study_design_scores_gemma":[0.00006429157,0.00004865332,0.8971429,0.0002117303,0.0000881983,0.0001452869,0.00380344,0.006262782,0.005870325,0.001204124,0.08505752,0.000100655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.813494,0.001562482,0.005180178,0.00186669,0.0001253667,0.0008457663,0.09508304,0.0005803106,0.08126213],"genre_scores_gemma":[0.8392186,0.002455987,0.02114765,0.001536306,0.0000259004,0.001019027,0.04303834,0.0002033809,0.09135474],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04271108,"threshold_uncertainty_score":0.09256458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908431246","doi":"10.25976/kg79-2x10","title":"RivTemp--Miawpukek First Nation","year":2021,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"General partnership; Variety (cybernetics); Foundation (evidence); Watershed; First nation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04319868789171617,"gpt":0.2750363628301106,"spread":0.2318376749383945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009714604,0.001444429,0.001268312,0.003004331,0.001181578,0.002646969,0.002840698,0.001453742,0.0647167],"category_scores_gemma":[0.004909436,0.0009358445,0.001033854,0.007773677,0.0003288221,0.002055905,0.002150662,0.002193564,0.1062372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002603919,"about_ca_system_score_gemma":0.004939846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1633121,"about_ca_topic_score_gemma":0.2259553,"domain_scores_codex":[0.9989787,0.0001396394,0.0001030473,0.0003187665,0.0002369764,0.0002228858],"domain_scores_gemma":[0.9978659,0.000334949,0.0001993183,0.0005246756,0.0008149536,0.0002601749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004097104,0.00001152282,0.0008491469,0.0002336599,0.00001560819,0.00001272387,0.00002230926,0.0001357232,0.0000460065,0.0004044875,0.9967427,0.001485316],"study_design_scores_gemma":[0.0001058318,0.000009353458,0.006521556,0.0002585734,0.00001965734,0.00003502391,0.0001187249,0.0005079322,0.0002285831,0.0005848837,0.9915814,0.00002858631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001130525,0.00001664033,0.00003507722,0.00003237418,0.00001048047,0.000006207791,0.9990761,0.0001489559,0.0005610632],"genre_scores_gemma":[0.0002123147,0.00001715483,0.0001419917,0.00001284848,0.000001828512,0.00004865852,0.9989758,0.00005541027,0.0005341119],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8366879,"threshold_uncertainty_score":0.3247231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927276289","doi":"10.25976/srfb-oe97","title":"RSMA – données COURDO annuelles","year":2025,"lang":"fr","type":"dataset","venue":"DataStream","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Work (physics); Water resources; Water quality; Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01483182623954839,"gpt":0.2638265287333816,"spread":0.2489947024938332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002388003,0.004068074,0.002109861,0.007185557,0.001173404,0.003309302,0.003623703,0.003544118,0.04567064],"category_scores_gemma":[0.01782391,0.00104318,0.003897922,0.006818531,0.000696296,0.002496108,0.002187608,0.002765502,0.0580449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790665,"about_ca_system_score_gemma":0.004076244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02787146,"about_ca_topic_score_gemma":0.04457696,"domain_scores_codex":[0.9965358,0.0006618143,0.000595148,0.001085816,0.0008338059,0.0002875577],"domain_scores_gemma":[0.9954541,0.002149498,0.0003426773,0.001023091,0.0007873934,0.0002432946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002846507,0.00006870826,0.001465807,0.003643399,0.0002571514,0.0001401357,0.00007684738,0.002101906,0.0006414556,0.00111859,0.9788912,0.01131019],"study_design_scores_gemma":[0.000428739,0.00008297664,0.004815757,0.0008060566,0.0001335411,0.0003062167,0.0001192514,0.003607493,0.0009864256,0.002035399,0.9865927,0.00008549311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005047069,0.0006419908,0.0003555997,0.0001327087,0.00006406098,0.00002835168,0.9954945,0.002135239,0.0006428924],"genre_scores_gemma":[0.0007020165,0.0002094052,0.000905355,0.00005585808,0.00001081864,0.00009556588,0.9975642,0.0001310984,0.0003256737],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04567064,"threshold_uncertainty_score":0.1527835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908153975","doi":"10.25976/knc1-7690","title":"Rehabilitating and Restoring Unique Landscapes within Five Watersheds along the Bay of Fundy, Nova Scotia, Canada Water Quality Monitoring Data","year":2022,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bay; Estuary; Water quality; Nova (rocket); Watershed; Fish kill; Fish <Actinopterygii>; Habitat","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05049324697581642,"gpt":0.3140024392590172,"spread":0.2635091922832008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006118349,0.001272549,0.000828276,0.003373118,0.001237683,0.001611609,0.00198056,0.001005127,0.01837686],"category_scores_gemma":[0.003661108,0.0006387487,0.0007937987,0.009991718,0.0005692692,0.0005154047,0.001180213,0.001000885,0.009986799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059339,"about_ca_system_score_gemma":0.01912191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9635287,"about_ca_topic_score_gemma":0.9812219,"domain_scores_codex":[0.9992167,0.00004877824,0.00008173898,0.0001627848,0.0003013226,0.0001886909],"domain_scores_gemma":[0.9972933,0.0002944533,0.0002106447,0.000266223,0.00167316,0.0002621698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005775932,0.00002707306,0.007801812,0.0006756827,0.00005269097,0.00005673179,0.0001175837,0.001386882,0.000116016,0.0005395807,0.9846168,0.004551458],"study_design_scores_gemma":[0.0002138316,0.00001684595,0.0745637,0.0007912745,0.0000510908,0.00006034919,0.0004940419,0.001885343,0.0005283795,0.0006329825,0.9206825,0.00007963587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004319905,0.00004401078,0.00002465562,0.00004043092,0.000005546878,0.000008516125,0.9988721,0.00005106596,0.0005215772],"genre_scores_gemma":[0.001875532,0.00009278838,0.0002200329,0.00002416885,0.0000020676,0.00005414265,0.9967006,0.00002163766,0.001009059],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03647131,"threshold_uncertainty_score":0.07686085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927170651","doi":"10.25976/0ky7-qz75","title":"ACAP Saint John: Inner Bay of Fundy Salmon Project","year":2021,"lang":"en","type":"dataset","venue":"DataStream","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bay; Stewardship (theology); Fish <Actinopterygii>; Nova scotia; SAINT","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01689478341537071,"gpt":0.267236145916668,"spread":0.2503413625012973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001175856,0.0009090114,0.0008135859,0.002337817,0.0008246149,0.001874232,0.002154524,0.0009917004,0.03172654],"category_scores_gemma":[0.004800087,0.0005051565,0.0005722304,0.005277548,0.0002852293,0.0008363297,0.001795023,0.0013546,0.0246502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196817,"about_ca_system_score_gemma":0.004576281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1711002,"about_ca_topic_score_gemma":0.2780097,"domain_scores_codex":[0.9992504,0.0001273013,0.00007910722,0.0002364644,0.0001925837,0.0001141846],"domain_scores_gemma":[0.9977615,0.000478353,0.0002874963,0.0003733629,0.0008298845,0.000269486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008739097,0.00001798211,0.005980618,0.0005180866,0.00005614795,0.00003346084,0.00006795983,0.0003158402,0.00009709057,0.000855479,0.9877796,0.004190214],"study_design_scores_gemma":[0.0001575785,0.00001063389,0.01727282,0.000358538,0.00003769324,0.00002670257,0.000159215,0.0004685122,0.0002418918,0.0009013175,0.9803343,0.00003073987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002811445,0.00003254533,0.0000465405,0.00005412546,0.000008042623,0.000006066856,0.998892,0.00007636124,0.000603224],"genre_scores_gemma":[0.0006582245,0.00003921648,0.0003115269,0.00003488548,0.000002843128,0.00006760901,0.9982291,0.0000420354,0.0006146471],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8288999,"threshold_uncertainty_score":0.3402085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6945683924","doi":"10.25976/etrh-6235","title":"RSMA-données RUISSO annuelles","year":2025,"lang":"fr","type":"dataset","venue":"DataStream","topic":"Real estate and construction management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Water quality; Water resources; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009212001976290723,"gpt":0.2238937335773653,"spread":0.2146817316010746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002006844,0.003728674,0.002125095,0.006712458,0.001053017,0.003307524,0.003802081,0.003479036,0.05809157],"category_scores_gemma":[0.01458876,0.00107507,0.003636662,0.008037186,0.0006151121,0.002672847,0.002303357,0.002692285,0.0853157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796233,"about_ca_system_score_gemma":0.003833693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03214591,"about_ca_topic_score_gemma":0.04859253,"domain_scores_codex":[0.9970092,0.0005206993,0.0004862286,0.0009303375,0.0007390275,0.0003145333],"domain_scores_gemma":[0.996126,0.001432921,0.0003148021,0.001046371,0.0008294817,0.0002504867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001430833,0.00004116348,0.0009861802,0.001816797,0.0001263047,0.00007253984,0.00004944429,0.001261925,0.0003271974,0.0009433149,0.9888412,0.005390889],"study_design_scores_gemma":[0.0003035383,0.00004288676,0.003861274,0.0005128758,0.00007322971,0.0001695894,0.0001070382,0.002104131,0.0005911116,0.001693151,0.990475,0.00006621004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002336036,0.000197648,0.0001794329,0.00007436773,0.00003555377,0.00001539526,0.9974707,0.001331167,0.0004621179],"genre_scores_gemma":[0.0003445368,0.00008517311,0.0004636732,0.00003046464,0.000006364086,0.00005909843,0.9986525,0.0001098769,0.0002482804],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05809157,"threshold_uncertainty_score":0.1943357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7105732384","doi":"10.25976/zu5d-w808","title":"RAEON Community Science","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Underpinning; Futures contract; Ecosystem; Aquatic ecosystem; Citizen science; Freshwater ecosystem; Environmental monitoring","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02483149240263216,"gpt":0.3390528757701985,"spread":0.3142213833675664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896166,0.002101873,0.001719386,0.004906078,0.001388269,0.003977756,0.003426004,0.002010185,0.1407011],"category_scores_gemma":[0.01053473,0.0007852539,0.001318168,0.009955628,0.0005666445,0.003187079,0.003372313,0.002467025,0.194335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568261,"about_ca_system_score_gemma":0.004156319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03564101,"about_ca_topic_score_gemma":0.07212519,"domain_scores_codex":[0.9978877,0.0003716579,0.0002339979,0.0006738031,0.0005323559,0.0003005209],"domain_scores_gemma":[0.9963044,0.0008091647,0.0002647665,0.001097026,0.001105234,0.000419387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003597059,0.000009548626,0.0003608697,0.0002948276,0.00001031832,0.00001218877,0.000026806,0.0001236222,0.00005851725,0.0008245007,0.9961045,0.002138249],"study_design_scores_gemma":[0.00006100459,0.000006863508,0.0008784095,0.0001834273,0.000006639321,0.00002270705,0.00005601792,0.000212427,0.0001066195,0.001118252,0.9973313,0.0000164119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000601043,0.00004372493,0.00009355951,0.0000831064,0.00002612071,0.00001129685,0.9977108,0.0004580009,0.001513206],"genre_scores_gemma":[0.000205908,0.00005323357,0.0003952611,0.00004999038,0.000006568407,0.00006536335,0.9981039,0.0001415538,0.0009781761],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1407011,"threshold_uncertainty_score":0.4706921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7080418557","doi":"10.25976/2u81-ra56","title":"Great Bear Lake (Sahtú) Surface water temperature monitoring","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Climate change; Baseline (sea); Water quality; Productivity; Ecosystem; Fishing; Arctic; Habitat; Aquatic ecosystem","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0104222285338979,"gpt":0.2342868284311352,"spread":0.2238645998972373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002796212,0.0001739076,0.0001512335,0.0005198923,0.0004820721,0.0003420258,0.0003313826,0.0001567429,0.002405343],"category_scores_gemma":[0.0004920798,0.00008109459,0.0001400596,0.0008975005,0.00009769733,0.0002590972,0.0006380164,0.0002644049,0.0005940577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907869,"about_ca_system_score_gemma":0.0008274044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04764255,"about_ca_topic_score_gemma":0.1083832,"domain_scores_codex":[0.999756,0.00002837324,0.00001971445,0.000057851,0.0001066237,0.00003135287],"domain_scores_gemma":[0.9996988,0.00001639191,0.00005330068,0.00001822278,0.0001731984,0.0000401794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001916573,0.0001312242,0.8214467,0.0002527723,0.0001012681,0.00068422,0.001747286,0.0006714814,0.00941874,0.0005591433,0.06009808,0.1046975],"study_design_scores_gemma":[0.00001819029,0.00009706843,0.9542612,0.00004363317,0.00003579967,0.0001959618,0.0006988671,0.001688603,0.001385744,0.0001084283,0.04144916,0.00001730921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8782289,0.001006526,0.004353883,0.0008183077,0.0002028728,0.0004959038,0.04795515,0.0009836577,0.06595477],"genre_scores_gemma":[0.9413964,0.0005324839,0.008236323,0.0003543108,0.0001273392,0.0006480613,0.03448553,0.00005491089,0.01416458],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9523575,"threshold_uncertainty_score":0.0947305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6945735574","doi":"10.25976/mljk-rz28","title":"RSMA – données QUALO annuelles","year":2025,"lang":"fr","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Water resources; Quality (philosophy); Fecal coliform; Hydrology (agriculture)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02223710476297233,"gpt":0.2885512980464903,"spread":0.2663141932835179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002348999,0.004448916,0.002405247,0.006908135,0.0010592,0.003589997,0.004332134,0.003809268,0.07101246],"category_scores_gemma":[0.0176669,0.001314285,0.003752731,0.009199946,0.0006739972,0.003014028,0.00280294,0.002959875,0.1072301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111598,"about_ca_system_score_gemma":0.004397329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04778478,"about_ca_topic_score_gemma":0.06209796,"domain_scores_codex":[0.9965284,0.0006115343,0.0006136316,0.0009335275,0.0009410547,0.0003717834],"domain_scores_gemma":[0.9951569,0.001854983,0.0003601582,0.001242087,0.001084081,0.0003017016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001210001,0.00003039806,0.0007014328,0.001647214,0.0001180588,0.00005264429,0.00003832745,0.00120564,0.0002478067,0.0007018898,0.9903904,0.004745133],"study_design_scores_gemma":[0.0003331053,0.00004265898,0.003234372,0.0005899392,0.00006625635,0.0001387706,0.00009096722,0.002243149,0.0005626448,0.002019993,0.9905979,0.00008042159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001503158,0.0001891287,0.0001726727,0.00008047734,0.00003733396,0.0000128353,0.997324,0.001659709,0.0003735252],"genre_scores_gemma":[0.000249241,0.00009400072,0.0004095927,0.00003190202,0.000005710364,0.00005100228,0.9987859,0.0001321394,0.0002404207],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07101246,"threshold_uncertainty_score":0.2375604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7109667420","doi":"10.25976/xjpz-5656","title":"Campagne d'échantillonnage citoyenne des sédiments des cours d’eau drainant le site minier Matawinie","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Period (music); Settlement (finance)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0153327666239425,"gpt":0.2763779134236708,"spread":0.2610451467997283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005273836,0.001056122,0.0006449831,0.002979612,0.000624562,0.001449779,0.001055224,0.001160815,0.01772994],"category_scores_gemma":[0.0031076,0.0004638426,0.0009466985,0.005126498,0.0004809021,0.001067618,0.001294235,0.001155476,0.01484671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811529,"about_ca_system_score_gemma":0.002404575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1778616,"about_ca_topic_score_gemma":0.4026152,"domain_scores_codex":[0.9995661,0.00006368096,0.00004721561,0.0001097029,0.0001279503,0.00008533839],"domain_scores_gemma":[0.9988449,0.0002678505,0.0001515007,0.0001946325,0.0004560723,0.00008510036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001607792,0.00004862059,0.01998213,0.002521935,0.0001553266,0.0001738558,0.0006281992,0.003171716,0.00132064,0.002121421,0.9544613,0.01525408],"study_design_scores_gemma":[0.00008123959,0.00001780547,0.0556563,0.00059514,0.00005473244,0.0001286784,0.001018256,0.001375652,0.001411541,0.001531032,0.9380704,0.0000593143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002138804,0.0002312711,0.0001990736,0.0002178064,0.00003949619,0.000009714856,0.9947806,0.0003607448,0.002022355],"genre_scores_gemma":[0.007171473,0.00031514,0.001307371,0.00006494766,0.00001496332,0.00006989156,0.9874036,0.000133982,0.003518614],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8221384,"threshold_uncertainty_score":0.3536526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889715252","doi":"10.25976/72z8-e884","title":"Conservation Halton Water Quality Monitoring Data (GRN & NDN)","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Harbour; Water quality; Action plan; Christian ministry; Remedial action; Sampling (signal processing); Plan (archaeology); Water pollution","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1223059103065245,"gpt":0.4023673559192784,"spread":0.2800614456127539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014651,0.000737959,0.0006770168,0.002186361,0.000479669,0.0009820187,0.001734036,0.0007774935,0.04078127],"category_scores_gemma":[0.004594456,0.0005378744,0.0004349586,0.006973467,0.0002596336,0.0007537392,0.001118611,0.0008379104,0.02189437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00326861,"about_ca_system_score_gemma":0.004631241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3433113,"about_ca_topic_score_gemma":0.4239602,"domain_scores_codex":[0.9991432,0.00008982401,0.0001096313,0.0002140511,0.0003415966,0.0001017293],"domain_scores_gemma":[0.9966287,0.0004258647,0.0003395016,0.0004418906,0.001919024,0.0002449444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002480074,0.00001029396,0.002559027,0.0002867138,0.000016519,0.00001328002,0.00003667484,0.0002876274,0.0000835945,0.0003742675,0.9936453,0.002661814],"study_design_scores_gemma":[0.0001151145,0.0000101343,0.02760061,0.0002057995,0.00001816589,0.00001977996,0.0001258394,0.0009604852,0.0004523402,0.0005972778,0.969863,0.00003154358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002029759,0.00001065347,0.0000596936,0.00002723317,0.000006618196,0.00001254685,0.9989288,0.0000662727,0.0006852042],"genre_scores_gemma":[0.0009887695,0.00002230585,0.0003530774,0.00002493671,0.000002574602,0.00008728547,0.9973793,0.00003367444,0.001107995],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6566887,"threshold_uncertainty_score":0.6826261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115708726","doi":"10.25976/fks3-hm76","title":"Mackenzie River delta water quality, 2004.","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Floodplain; Delta; River delta; Hydrology (agriculture); Water quality; Arctic; Levee; Permafrost","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02835820468883744,"gpt":0.3291629188262505,"spread":0.3008047141374131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040349,0.001647466,0.001143713,0.003376317,0.0005607599,0.001717522,0.001926874,0.0008486207,0.02274783],"category_scores_gemma":[0.003365526,0.0008773771,0.0006531541,0.007768957,0.0002572236,0.001004831,0.001336935,0.001068728,0.02239979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003342245,"about_ca_system_score_gemma":0.003488777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2590917,"about_ca_topic_score_gemma":0.2578587,"domain_scores_codex":[0.9992074,0.00007221234,0.0001613095,0.0002181108,0.0002329114,0.0001081644],"domain_scores_gemma":[0.9983715,0.0001443059,0.0002756707,0.0002722139,0.0007964445,0.0001399263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008267315,0.00001915185,0.006850748,0.0006573692,0.00006038774,0.00002851386,0.00005063873,0.0004124132,0.0001030779,0.0003271131,0.9865285,0.004879359],"study_design_scores_gemma":[0.0002816163,0.00002026955,0.07935633,0.0004108236,0.00005419878,0.00006041319,0.0001543952,0.0007248902,0.0004169118,0.0004146058,0.9180517,0.00005382554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002195833,0.00002818095,0.00001479638,0.00002315,0.000007107797,0.000004918926,0.9993284,0.00006430426,0.0003096611],"genre_scores_gemma":[0.0008013218,0.00004236723,0.0001475151,0.0000174535,0.000002880592,0.00006053992,0.9982509,0.00002392714,0.0006530305],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7409083,"threshold_uncertainty_score":0.5151672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115707263","doi":"10.25976/dgx6-1f31","title":"Arctic River Delta Experiment (ARDEX) water quality, 2004.","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Arctic; Permafrost; Estuary; River delta; Delta; Submarine pipeline; Water quality; Colored dissolved organic matter; Hydrology (agriculture)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02983632322832482,"gpt":0.3416244454339862,"spread":0.3117881222056614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002051478,0.001005602,0.001073672,0.001456656,0.000725306,0.001478466,0.001943862,0.0008214179,0.0101148],"category_scores_gemma":[0.004804535,0.000613826,0.0006113045,0.004521044,0.0002905797,0.0008178849,0.001299291,0.00112462,0.007699887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328735,"about_ca_system_score_gemma":0.0039107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2760898,"about_ca_topic_score_gemma":0.3500378,"domain_scores_codex":[0.9989026,0.000195416,0.00016203,0.0002681323,0.0003559192,0.0001159456],"domain_scores_gemma":[0.9964959,0.0004051449,0.0004567913,0.0006209601,0.001702003,0.0003191783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001857336,0.00005485554,0.01180367,0.0003781655,0.00009517845,0.00002977238,0.00005087553,0.0005187533,0.0001344694,0.0004877304,0.9825915,0.003669423],"study_design_scores_gemma":[0.0009017776,0.0000539306,0.1283208,0.0003172832,0.0001035422,0.00006709737,0.0002530292,0.001905179,0.0007478371,0.0009581238,0.8662882,0.0000832638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005799454,0.00002166454,0.00005346104,0.00004422791,0.00001919619,0.00001212612,0.9988945,0.00006252388,0.0003123896],"genre_scores_gemma":[0.001565136,0.0000279446,0.0004346926,0.00003964247,0.000005026217,0.0001045991,0.997165,0.00002422863,0.0006337676],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2760898,"threshold_uncertainty_score":0.5489657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115692372","doi":"10.25976/v9vy-0e05","title":"Kivalliq Inuit Association and the Department of Crown-Indigenous Relations and Northern Affairs Canada Joint Water Sampling Program","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Joint (building); Memorandum; Baseline (sea); Work (physics); Sampling (signal processing); Water quality; Commission","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01008222577591029,"gpt":0.2404258308713314,"spread":0.2303436050954212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139212,0.0007725802,0.000609677,0.003205502,0.001561513,0.00165573,0.00214313,0.0006568995,0.03711241],"category_scores_gemma":[0.004629263,0.0005009474,0.000450192,0.007616783,0.0003407217,0.000812307,0.001340958,0.001100158,0.0159192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01054738,"about_ca_system_score_gemma":0.01952909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9057901,"about_ca_topic_score_gemma":0.9370889,"domain_scores_codex":[0.999101,0.00008039323,0.00007738424,0.0001755526,0.0003466119,0.0002190648],"domain_scores_gemma":[0.9958184,0.0002735213,0.0002358344,0.0003664691,0.002988811,0.0003169376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003744449,0.000019478,0.005283133,0.0002341202,0.0000139398,0.00003857574,0.0001522243,0.0002382906,0.0000988567,0.001677889,0.9873913,0.004814839],"study_design_scores_gemma":[0.00003306417,0.000006897382,0.02943257,0.0002926167,0.00001205934,0.00002850857,0.0004919001,0.0005643679,0.0002989275,0.0005288493,0.9682783,0.00003176217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003769442,0.00002430702,0.00009189422,0.00008977706,0.00001899302,0.00003889488,0.9967989,0.00006744291,0.002492874],"genre_scores_gemma":[0.00234549,0.00006283294,0.0009521232,0.00006482834,0.000006797953,0.0002490838,0.9911367,0.00005065968,0.005131636],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09420991,"threshold_uncertainty_score":0.1895294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964386735","doi":"10.25976/h1bf-4i49","title":"RivTemp--National_Defence","year":2021,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"General partnership; Variety (cybernetics); Foundation (evidence); Watershed; Oncorhynchus","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02274580694292508,"gpt":0.2938181211232099,"spread":0.2710723141802848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081913,0.001633934,0.001187131,0.003625273,0.00105539,0.002758516,0.002667336,0.001454526,0.1183779],"category_scores_gemma":[0.005969203,0.0009761503,0.001047284,0.01028218,0.0003581526,0.001894398,0.002067964,0.002077651,0.1665073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002793708,"about_ca_system_score_gemma":0.005594491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1496379,"about_ca_topic_score_gemma":0.2002325,"domain_scores_codex":[0.9986651,0.0001514889,0.0001367497,0.0003634263,0.000404834,0.0002782728],"domain_scores_gemma":[0.997015,0.0005134498,0.0002676014,0.0006921919,0.001222165,0.0002895487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002104546,0.000006601346,0.0004850419,0.0001535472,0.000008744219,0.000006214225,0.00001442242,0.00009769215,0.00003554273,0.0003176556,0.9978061,0.001047448],"study_design_scores_gemma":[0.00007656949,0.000006091895,0.003241005,0.0001813376,0.000009883211,0.00001957324,0.0000770551,0.0002183287,0.0001662769,0.0005283207,0.9954569,0.00001859069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004449411,0.00001098037,0.00002174728,0.00002622323,0.000008271557,0.00000392012,0.9991511,0.000100902,0.0006322979],"genre_scores_gemma":[0.0001338136,0.00001617303,0.0001033083,0.00001548649,0.000001888412,0.00003266372,0.9989316,0.00005875899,0.0007062166],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1496379,"threshold_uncertainty_score":0.3960137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908143747","doi":"10.25976/ori9-w562","title":"Swim Drink Fish- Power to Be Victoria Hub Water Quality Monitoring","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Stewardship (theology); General partnership; Water quality; Power (physics); Quality (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03265782653548568,"gpt":0.3473035441872165,"spread":0.3146457176517308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347106,0.00150402,0.001061457,0.002573573,0.0007485721,0.001685511,0.002880443,0.001714511,0.04262826],"category_scores_gemma":[0.007186973,0.0008967543,0.00156921,0.006032367,0.0004261124,0.001266286,0.002300947,0.001846488,0.05449054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002849244,"about_ca_system_score_gemma":0.004483351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.230789,"about_ca_topic_score_gemma":0.3815762,"domain_scores_codex":[0.998917,0.0001608032,0.0001264603,0.0002775867,0.0002943367,0.0002238604],"domain_scores_gemma":[0.9970547,0.0005237986,0.0002780338,0.0006803472,0.001121105,0.0003421142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003650946,0.000009757797,0.000986092,0.0004997925,0.00003132206,0.0000126396,0.00002502464,0.0004501312,0.0001037264,0.0003932514,0.9957189,0.001732796],"study_design_scores_gemma":[0.0001605999,0.00001290679,0.01027916,0.0004892849,0.00002983306,0.00003186313,0.00007957638,0.00101455,0.0003625028,0.001323294,0.9861673,0.00004923596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008311319,0.00002220029,0.00004879913,0.00003881005,0.00001250081,0.000005722206,0.9992464,0.0001376638,0.0004048364],"genre_scores_gemma":[0.0003492115,0.00002724802,0.0002244849,0.00003178828,0.000002742764,0.00003926523,0.9987162,0.00006787413,0.0005411028],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.230789,"threshold_uncertainty_score":0.4588913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946204169","doi":"10.25976/2eh8-7s91","title":"LakeKeepers Water Quality Data","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Sampling (signal processing); Baseline (sea); Current (fluid); Data quality; Water resources; Hydrology (agriculture); Quality (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0826361194974029,"gpt":0.391917559588695,"spread":0.3092814400912921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109193,0.00122066,0.001017155,0.003024319,0.001028865,0.002003649,0.002226991,0.001122161,0.03525599],"category_scores_gemma":[0.00369761,0.0005842221,0.000673902,0.009976941,0.0003247265,0.0007914659,0.001114781,0.001312903,0.02763206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005244931,"about_ca_system_score_gemma":0.008491046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6356634,"about_ca_topic_score_gemma":0.743893,"domain_scores_codex":[0.9991092,0.00006702509,0.00008054924,0.0002050093,0.0003770087,0.0001612272],"domain_scores_gemma":[0.9977655,0.0002509679,0.0001424362,0.0002798201,0.001359954,0.0002012123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005273407,0.00001765229,0.002301126,0.0004317384,0.00002805594,0.0000291995,0.00005673771,0.0006227522,0.0001432247,0.0008612506,0.9918127,0.003642726],"study_design_scores_gemma":[0.0001237535,0.000008456512,0.01320132,0.0002754147,0.00002036078,0.00002755735,0.0001383377,0.0007243458,0.0002972263,0.001069337,0.9840747,0.00003926847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001740526,0.00002593695,0.0000451768,0.00003751723,0.000007359293,0.000009856606,0.9986877,0.0001339396,0.0008784977],"genre_scores_gemma":[0.0005216836,0.00003654453,0.0002783322,0.00002410188,0.000001944338,0.00004416961,0.9982507,0.00003641918,0.0008061363],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6356634,"threshold_uncertainty_score":0.7329645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964547172","doi":"10.25976/wi7k-9134","title":"Petitcodiac Watershed Water Temperature Monitoring","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Watershed; Hydrology (agriculture); Aquatic ecosystem; Habitat; Water quality; Government (linguistics); Key (lock); Environmental monitoring","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005427391808868237,"gpt":0.2208381559316207,"spread":0.2154107641227525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008047448,0.0007852385,0.0005505315,0.001925504,0.0007645706,0.001019458,0.001791692,0.0007638548,0.02209389],"category_scores_gemma":[0.003072416,0.0003159576,0.0004338531,0.004737394,0.0002616579,0.0006205681,0.001111363,0.001033397,0.01692549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180922,"about_ca_system_score_gemma":0.00316524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1961407,"about_ca_topic_score_gemma":0.2924666,"domain_scores_codex":[0.9994079,0.00007021927,0.00006540576,0.000178621,0.0001846716,0.00009320178],"domain_scores_gemma":[0.9983903,0.00015419,0.0002032819,0.0003240264,0.0007590663,0.0001690956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008778482,0.000030722,0.01451369,0.0004131068,0.00002790675,0.00006305795,0.0000709893,0.0003372545,0.0001905322,0.0007401489,0.9746084,0.008916429],"study_design_scores_gemma":[0.00008522859,0.00001904077,0.06158196,0.0003913005,0.00002032314,0.00009334276,0.0002764131,0.001016909,0.0004918014,0.000640502,0.9353428,0.00004042372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001001081,0.00003859983,0.00008422998,0.00006958632,0.00001808515,0.000022465,0.996784,0.000145346,0.001836563],"genre_scores_gemma":[0.002860963,0.00005410317,0.0005943023,0.00004634318,0.000006200128,0.0001286057,0.9947909,0.00004958379,0.001469067],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8038594,"threshold_uncertainty_score":0.389998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908652475","doi":"10.25976/e3qr-w520","title":"Tthebatthie Denesųłiné Nation Community Based Monitoring Program","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Treaty; Mandate; Sovereignty; Constitution; International community; Territorial waters; Harmony (color); Negotiation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06310173358236797,"gpt":0.361152249850997,"spread":0.2980505162686291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123676,0.0002233572,0.000172036,0.0004397287,0.00189551,0.001258998,0.0008201376,0.0005950551,0.06049526],"category_scores_gemma":[0.00214624,0.0001946889,0.0001198644,0.0003232962,0.00033045,0.0004719806,0.002506293,0.001439806,0.005868893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275081,"about_ca_system_score_gemma":0.01266144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1012916,"about_ca_topic_score_gemma":0.3061664,"domain_scores_codex":[0.9993007,0.0001214463,0.00001409715,0.0001074127,0.000270545,0.0001858542],"domain_scores_gemma":[0.9985715,0.0001644108,0.00008401719,0.00009042374,0.0004575228,0.0006321028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003105308,0.0003146209,0.02141355,0.0002381315,0.00001930614,0.000641302,0.00185644,0.000366653,0.002747725,0.01666652,0.7277078,0.2277175],"study_design_scores_gemma":[0.00002587214,0.00006147501,0.03265041,0.0001323555,0.000004760564,0.0001097868,0.0008414972,0.0003741131,0.0004346444,0.0006694688,0.9646839,0.00001172054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.08322053,0.002425337,0.008132892,0.03095684,0.002844893,0.001952526,0.01927782,0.0008952821,0.8502939],"genre_scores_gemma":[0.1343361,0.001223554,0.01076583,0.007190848,0.0001908868,0.001538444,0.010963,0.0002137028,0.8335777],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8987084,"threshold_uncertainty_score":0.2023768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946300017","doi":"10.25976/h30w-an19","title":"FortWhyte Alive Watershed Project","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Recreation; Water quality; Wildlife; Watershed; Fishing; Natural (archaeology); Watershed management; Natural resource; Water resources","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02113717979806619,"gpt":0.3128730287672428,"spread":0.2917358489691766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001666919,0.0005058805,0.0003845895,0.001484368,0.003098254,0.004267642,0.002523543,0.0008132011,0.08124872],"category_scores_gemma":[0.003602872,0.0004161716,0.0003443533,0.001992524,0.0006944587,0.001888,0.004839766,0.001238357,0.01344948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004801217,"about_ca_system_score_gemma":0.0273343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2709493,"about_ca_topic_score_gemma":0.5504547,"domain_scores_codex":[0.9989657,0.0001532325,0.00003589604,0.000164,0.0004460819,0.0002351294],"domain_scores_gemma":[0.9974076,0.000145213,0.00007654086,0.0001478967,0.001371446,0.0008513105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001770226,0.0003232921,0.009141738,0.0002064256,0.00002154088,0.0003695592,0.0013933,0.0002626672,0.0003431984,0.01510515,0.7881747,0.1844814],"study_design_scores_gemma":[0.00005334424,0.00004873631,0.01239651,0.0003425946,0.00001528834,0.00008459113,0.002162656,0.000422747,0.0002123184,0.00293258,0.981312,0.00001664094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.1004717,0.004559424,0.01376057,0.03301216,0.002794587,0.00310012,0.1249807,0.003818349,0.7135024],"genre_scores_gemma":[0.1295574,0.004985071,0.04122855,0.005483714,0.0002832072,0.00359804,0.1102119,0.002412946,0.7022392],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2709493,"threshold_uncertainty_score":0.5387444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964484405","doi":"10.25976/0wh7-ae95","title":"ACAP Humber Arm Freshwater Quality Monitoring: Newfoundland and Labrador","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Watershed; Baseline (sea); Quality (philosophy); Hydrology (agriculture); Surface water","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03246254767799412,"gpt":0.3419601336115718,"spread":0.3094975859335777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008105743,0.001919956,0.001124804,0.003252892,0.0009404661,0.001804037,0.002520002,0.001553201,0.0162891],"category_scores_gemma":[0.003444241,0.0007144426,0.0009978071,0.008032861,0.0004893183,0.001068095,0.001374065,0.001184572,0.01920823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004728641,"about_ca_system_score_gemma":0.005742752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6491448,"about_ca_topic_score_gemma":0.7514446,"domain_scores_codex":[0.9988985,0.0001157311,0.0001142113,0.0003493461,0.0002735161,0.0002487068],"domain_scores_gemma":[0.9976821,0.0002987791,0.0003049505,0.0004638751,0.001003304,0.0002469343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005068996,0.0000187853,0.003016528,0.0002988568,0.00003644135,0.00003095531,0.00002827999,0.000530633,0.00008908115,0.0002232618,0.9928571,0.002819342],"study_design_scores_gemma":[0.0001772905,0.00002082265,0.04047206,0.0005084702,0.0000501726,0.0000719515,0.000240514,0.001654097,0.0005640264,0.0005217611,0.9556512,0.00006757775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003768249,0.00005215067,0.00003594299,0.00005181337,0.00001038593,0.000006668903,0.9988396,0.0001737159,0.0004529609],"genre_scores_gemma":[0.000589871,0.00004427266,0.0001306055,0.00002086565,0.000003085489,0.00002749636,0.9986585,0.00002462721,0.0005006125],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3508552,"threshold_uncertainty_score":0.7058429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964299796","doi":"10.25976/7cny-7h34","title":"Vermilion River Aquatic Ecosystem Assessment","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Watershed; Aquatic ecosystem; Water quality; Transect; Hydrology (agriculture); Ecosystem; STREAMS; Sampling (signal processing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01284146726251499,"gpt":0.310168933522121,"spread":0.297327466259606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008372144,0.000808025,0.000640303,0.00263434,0.0003629456,0.0009509764,0.001485391,0.0005081343,0.02582324],"category_scores_gemma":[0.002333098,0.0003729588,0.0004639812,0.005750754,0.0001319542,0.0006867658,0.00107833,0.0007306071,0.01249879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082651,"about_ca_system_score_gemma":0.002812766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1937698,"about_ca_topic_score_gemma":0.2776192,"domain_scores_codex":[0.9994603,0.00008117373,0.00007258749,0.0001239383,0.0001952733,0.00006676081],"domain_scores_gemma":[0.998795,0.0001271483,0.0001336148,0.0001598153,0.000691978,0.00009232146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006023781,0.00002938641,0.009764028,0.0005765849,0.00006122809,0.00005481995,0.00006935671,0.001548727,0.0002435644,0.00130884,0.9736825,0.01260066],"study_design_scores_gemma":[0.000113492,0.0000161192,0.04478677,0.0004737696,0.00002762025,0.00003880169,0.0001729357,0.00274367,0.0004177148,0.001237411,0.9499361,0.00003566679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006458721,0.00003947194,0.0001338831,0.00003529705,0.000007463408,0.00002281182,0.9972599,0.0001153508,0.001740012],"genre_scores_gemma":[0.002115714,0.00006267356,0.0009135153,0.00002845405,0.000002994708,0.000150368,0.9946855,0.00005004999,0.001990641],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1937698,"threshold_uncertainty_score":0.3852839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908313805","doi":"10.25976/33tj-bs38","title":"Milk River Watershed Council Canada Water Quality Monitoring","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Watershed; Tributary; Hydrology (agriculture); Sampling (signal processing); Surface water; Baseline (sea); Human use; Water resources","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0508333107643429,"gpt":0.286103366726682,"spread":0.2352700559623391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257192,0.001276009,0.00126331,0.004318687,0.001830562,0.002571921,0.002890691,0.000810048,0.04224526],"category_scores_gemma":[0.005272954,0.0007967398,0.0007663873,0.02014952,0.0003310081,0.001045295,0.001347232,0.001346634,0.02551371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01577141,"about_ca_system_score_gemma":0.04117875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9628906,"about_ca_topic_score_gemma":0.9603803,"domain_scores_codex":[0.9974865,0.0001354413,0.0002056162,0.000445661,0.001322767,0.0004040806],"domain_scores_gemma":[0.9906871,0.0003541833,0.0004531447,0.0005099592,0.0074809,0.0005148289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000301474,0.00001530701,0.003403422,0.000196292,0.00001614444,0.00001407191,0.00003195821,0.0002131795,0.00003642788,0.0005168071,0.9898444,0.005681818],"study_design_scores_gemma":[0.00009932309,0.000009994103,0.04608209,0.0003289711,0.00002100602,0.00002408901,0.0002029655,0.001156375,0.0002712295,0.0004548685,0.9513038,0.00004529117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002744255,0.00003497234,0.00006178947,0.00007579165,0.000009850655,0.00002173409,0.9967179,0.0000990051,0.002704588],"genre_scores_gemma":[0.001387157,0.0001110257,0.0004218633,0.00004449889,0.000004950558,0.0001053548,0.9930624,0.0000572349,0.00480542],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04224526,"threshold_uncertainty_score":0.1413245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927077983","doi":"10.25976/xy3y-d858","title":"RivTemp--MPO_Moncton","year":2021,"lang":"en","type":"dataset","venue":"DataStream","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"General partnership; Variety (cybernetics); Foundation (evidence); Watershed; Oncorhynchus","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02280958981260726,"gpt":0.3227839024774305,"spread":0.2999743126648232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158423,0.001404535,0.00120501,0.002462541,0.0006643216,0.002186453,0.002602086,0.001701357,0.08601483],"category_scores_gemma":[0.00561406,0.0007333537,0.001350579,0.005435866,0.0003131856,0.001055197,0.001873596,0.001642144,0.09562918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010255,"about_ca_system_score_gemma":0.003510256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0641422,"about_ca_topic_score_gemma":0.106162,"domain_scores_codex":[0.9990701,0.0001780997,0.0001097975,0.0002585993,0.0001938769,0.0001895789],"domain_scores_gemma":[0.9975618,0.0006266861,0.0003153761,0.0005207584,0.0006420173,0.0003333334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006666251,0.00001213849,0.001181013,0.0003437975,0.0000228533,0.00001276791,0.00001410725,0.0001571529,0.00004402171,0.0003330365,0.9963654,0.001447038],"study_design_scores_gemma":[0.0002923303,0.00002119814,0.007979924,0.0003564344,0.00003460427,0.00004938576,0.00006141803,0.0005217892,0.0002359546,0.0009432934,0.9894781,0.00002556835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006033012,0.0000189541,0.00003065966,0.00004342396,0.000009854231,0.000005894059,0.9993205,0.0001157063,0.0003947683],"genre_scores_gemma":[0.0002604921,0.00003005026,0.0001411436,0.00004758631,0.000004830995,0.00005362456,0.9989434,0.00004578409,0.0004730864],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08601483,"threshold_uncertainty_score":0.2877483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908388586","doi":"10.25976/hntg-w602","title":"Toews Environmental Water Quality Monitoring Program","year":2020,"lang":"en","type":"dataset","venue":"DataStream","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Hydrology (agriculture); Nutrient; Plan (archaeology); Environmental quality; Environmental monitoring; Shoal","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07700488764011273,"gpt":0.2618993248526772,"spread":0.1848944372125645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103371,0.0006759121,0.0006872225,0.001680973,0.00040215,0.0008470543,0.001379486,0.0005775815,0.03079236],"category_scores_gemma":[0.002905449,0.0003179038,0.0004153847,0.004568505,0.0001670523,0.0008368292,0.001263265,0.0007443829,0.01857334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347,"about_ca_system_score_gemma":0.002966986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07825205,"about_ca_topic_score_gemma":0.0903355,"domain_scores_codex":[0.9994996,0.00007838684,0.00006041873,0.0001671948,0.0001341215,0.00006027968],"domain_scores_gemma":[0.9982578,0.0002004778,0.000219401,0.0003218975,0.0008562854,0.0001440756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001001663,0.00003077175,0.007720686,0.0004283798,0.00003491501,0.00003316682,0.00005546917,0.0005604315,0.0001825129,0.0009388755,0.9801445,0.009770049],"study_design_scores_gemma":[0.000165469,0.00002145479,0.03564027,0.0002614556,0.00002460928,0.00003554621,0.0001535303,0.001598948,0.0006375751,0.001253042,0.9601783,0.00002981849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005918837,0.00002371738,0.0001980115,0.00005233281,0.00001041596,0.00002173177,0.9974582,0.0001661746,0.001477579],"genre_scores_gemma":[0.001791256,0.0000457248,0.0007314401,0.00003120338,0.000004402532,0.0001530573,0.9954979,0.00004500496,0.001699971],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07825205,"threshold_uncertainty_score":0.1555932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946258303","doi":"10.25976/4vph-rb61","title":"RivTemp--OBVHCN_INRS","year":2021,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"General partnership; Variety (cybernetics); Foundation (evidence); Watershed; Oncorhynchus","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01992025047406969,"gpt":0.2877364500954117,"spread":0.267816199621342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001737414,0.002289254,0.00177784,0.003571237,0.001271242,0.003616226,0.003840249,0.001822249,0.1359331],"category_scores_gemma":[0.007301344,0.001145231,0.00149192,0.00802109,0.0004894828,0.002062298,0.002957879,0.002438507,0.1880013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002422691,"about_ca_system_score_gemma":0.00492917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1250486,"about_ca_topic_score_gemma":0.137957,"domain_scores_codex":[0.9981103,0.0003481641,0.0001732902,0.0005571882,0.0004757936,0.0003353048],"domain_scores_gemma":[0.9968323,0.0007203585,0.000267584,0.0008547456,0.0009507671,0.0003742658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002921124,0.000008815602,0.0003301768,0.0001885997,0.00001307066,0.000007264225,0.00001560172,0.0001426039,0.0000383336,0.0004252372,0.9977645,0.001036625],"study_design_scores_gemma":[0.0001543851,0.000009051761,0.002143298,0.0002092586,0.00001592037,0.00002462307,0.00006298249,0.00044728,0.0001883636,0.0008391537,0.9958786,0.00002704468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004932438,0.00001547904,0.00005265139,0.00003741124,0.00001455191,0.000005864589,0.9989899,0.0002905899,0.0005442587],"genre_scores_gemma":[0.0001319997,0.00001967243,0.0002012626,0.00002089519,0.000003497702,0.00004931367,0.9989017,0.000123798,0.0005479431],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8640669,"threshold_uncertainty_score":0.4547415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946365270","doi":"10.25976/54dz-2g47","title":"Mackenzie Hg in streamwater survey 2018-2020","year":2023,"lang":"en","type":"dataset","venue":"DataStream","topic":"Toxoplasma gondii Research Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mercury (programming language); STREAMS; Hydrology (agriculture); Stable isotope ratio; Surface water; Drainage basin; Latitude","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03696140285338614,"gpt":0.3083643830133017,"spread":0.2714029801599156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007657558,0.00103978,0.0007312291,0.002856195,0.000500867,0.001227262,0.001213804,0.0006982401,0.01789623],"category_scores_gemma":[0.00242583,0.00042886,0.000540958,0.005377606,0.0001660201,0.0007160979,0.001330751,0.0007708659,0.01892349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782685,"about_ca_system_score_gemma":0.002551169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1191879,"about_ca_topic_score_gemma":0.1598021,"domain_scores_codex":[0.9993657,0.00006284589,0.00009586235,0.0001945139,0.0001721379,0.0001088314],"domain_scores_gemma":[0.998767,0.00009560795,0.0002640291,0.0001825692,0.0005429416,0.0001478136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001792063,0.00003222534,0.0214606,0.0009572157,0.0001005126,0.00008063271,0.0001132198,0.0004345366,0.0005232741,0.0005865897,0.96569,0.009841927],"study_design_scores_gemma":[0.0001371903,0.00002494302,0.07504017,0.0003079417,0.00005694849,0.00006851908,0.0002016155,0.0004188408,0.0006830848,0.0003104075,0.9227219,0.00002843958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009187683,0.00004647467,0.00002781271,0.00003665973,0.00001085809,0.000007851775,0.9983606,0.00007200136,0.0005189841],"genre_scores_gemma":[0.001745982,0.00006719594,0.0002565614,0.00003642102,0.000008474187,0.00009190002,0.9967439,0.00002890847,0.001020606],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1191879,"threshold_uncertainty_score":0.2369883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889721839","doi":"10.25976/sz4i-4b12","title":"Charlottetown Harbour Water Quality Monitoring","year":2021,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Harbour; Water quality; Hydrology (agriculture); Sampling (signal processing); Water pollution; Quality (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05694331869952523,"gpt":0.3471605943470947,"spread":0.2902172756475695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001290806,0.001312582,0.001049549,0.002698855,0.0005721592,0.001361082,0.002375907,0.001062515,0.03624756],"category_scores_gemma":[0.005747567,0.0005015021,0.0007864408,0.007814953,0.0002527464,0.0006427226,0.001429414,0.001141867,0.0214217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270626,"about_ca_system_score_gemma":0.00408786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2321226,"about_ca_topic_score_gemma":0.2625504,"domain_scores_codex":[0.998914,0.0001740921,0.0001180197,0.0003442706,0.0003056839,0.0001439324],"domain_scores_gemma":[0.9956818,0.0005950736,0.0005176705,0.0006039275,0.002285331,0.0003163117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007701373,0.00002012245,0.004559596,0.0005644198,0.00004724955,0.00002427235,0.00002173594,0.0005762966,0.00008723853,0.0004089779,0.9898008,0.003812427],"study_design_scores_gemma":[0.0002345124,0.00003523432,0.03547055,0.0007619805,0.00005375919,0.00005007864,0.0001173469,0.001669038,0.0005216431,0.0007456244,0.96029,0.00005031076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002388982,0.00003305426,0.00006960487,0.00003797928,0.000009247678,0.00001013192,0.998858,0.00007040427,0.0006726414],"genre_scores_gemma":[0.001245553,0.00005914077,0.0003391937,0.00003892219,0.000005965793,0.00009606592,0.9970271,0.00003616206,0.001151787],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7678773,"threshold_uncertainty_score":0.4615431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889751929","doi":"10.25976/pefk-dj94","title":"Sturgeon River Watershed Aquatic Ecosystem Assessment","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Watershed; Aquatic ecosystem; Lake sturgeon; Water quality; Acipenser; Ecosystem; Watershed management; Sampling (signal processing); Hydrology (agriculture)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01428574460833808,"gpt":0.2959840059053725,"spread":0.2816982612970345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009183366,0.0007338763,0.0005093684,0.002885243,0.0002835263,0.0006750909,0.00107946,0.0003876945,0.01338584],"category_scores_gemma":[0.001584835,0.0003409393,0.0005372211,0.005189031,0.0001218142,0.0004763523,0.0008013242,0.000613445,0.004562441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002672927,"about_ca_system_score_gemma":0.004452506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3361139,"about_ca_topic_score_gemma":0.4171241,"domain_scores_codex":[0.9995607,0.00005215389,0.00006667314,0.00007949955,0.0001819884,0.00005897013],"domain_scores_gemma":[0.9988213,0.00008061576,0.0001141171,0.00008585678,0.0008234712,0.00007465173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000157863,0.00008292204,0.05032162,0.001224818,0.0002287674,0.0001605525,0.0001460328,0.005731398,0.0005776273,0.002526293,0.9031422,0.03569991],"study_design_scores_gemma":[0.0001857906,0.00003888426,0.2287498,0.000544105,0.00007725887,0.00008310686,0.0003409393,0.007563046,0.0007321328,0.001276528,0.7603426,0.0000658814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004189021,0.00007367385,0.0003453797,0.0000605313,0.00001057882,0.00007264948,0.9924744,0.000153703,0.002620028],"genre_scores_gemma":[0.007354709,0.000104422,0.001466486,0.00004051045,0.000003178136,0.0002634581,0.9881707,0.00003772555,0.002558756],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6638861,"threshold_uncertainty_score":0.668315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6965296935","doi":"10.25976/x5wn-0523","title":"Government of Manitoba Long Term Water Quality Monitoring Program","year":2024,"lang":"en","type":"dataset","venue":"DataStream","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Mandate; Government (linguistics); Watershed; Quality (philosophy); Environmental monitoring; Data quality; Water year","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02032512387489843,"gpt":0.2877189411523366,"spread":0.2673938172774382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086604,0.0009619811,0.0008209856,0.003368173,0.001302421,0.001472147,0.002341709,0.0006433651,0.02470219],"category_scores_gemma":[0.003970442,0.0004501383,0.0004624704,0.01159059,0.0003125923,0.0005969791,0.00128334,0.001054165,0.0162934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008546839,"about_ca_system_score_gemma":0.01703225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7462062,"about_ca_topic_score_gemma":0.8160385,"domain_scores_codex":[0.9991566,0.00009669722,0.00007321391,0.0002222748,0.0003079345,0.0001432442],"domain_scores_gemma":[0.99577,0.0002377426,0.0003293047,0.0004353647,0.002821668,0.0004059749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008772165,0.00004338298,0.01507379,0.0003793897,0.00005173777,0.00005334234,0.0001021195,0.000437247,0.0001512529,0.0008800837,0.9746421,0.008097847],"study_design_scores_gemma":[0.0001108321,0.00001646771,0.07344739,0.0003397793,0.00003400255,0.00004044806,0.0003855679,0.001023587,0.0004374045,0.0005567836,0.9235663,0.00004149252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001026531,0.00006058407,0.00008668424,0.0001560258,0.0000177019,0.0000331917,0.9959728,0.0001190277,0.002527476],"genre_scores_gemma":[0.00323047,0.0001102435,0.0005322787,0.00009634085,0.000008112331,0.0002294733,0.9918676,0.00003950383,0.003885926],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2537938,"threshold_uncertainty_score":0.510577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6964524779","doi":"10.25976/yvt5-dv52","title":"Data from: Mapping the spatial heterogeneity of watershed ecosystems and water quality in rainforest fjordlands","year":2025,"lang":"en","type":"dataset","venue":"DataStream","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Watershed; Transect; Ecosystem; Rainforest; Water quality; Spatial heterogeneity; Temperate climate; Hydrology (agriculture)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04542734219856496,"gpt":0.2782839116856828,"spread":0.2328565694871178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008145013,0.0006755492,0.000631272,0.002217158,0.0006075062,0.001148821,0.001471119,0.0008282792,0.01427885],"category_scores_gemma":[0.002812542,0.0004089928,0.000459685,0.004636986,0.0002787088,0.0005065625,0.001193912,0.0006517411,0.009283189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002086218,"about_ca_system_score_gemma":0.002992944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3700121,"about_ca_topic_score_gemma":0.534626,"domain_scores_codex":[0.9995328,0.0000585552,0.0000645412,0.0001052034,0.0001484638,0.00009036408],"domain_scores_gemma":[0.9986231,0.0002323042,0.0002083509,0.0002324844,0.0005202977,0.0001834289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009997192,0.00006479206,0.02258114,0.001053089,0.00009415777,0.00009301041,0.0002594054,0.0009520152,0.0004800194,0.0007508137,0.9651026,0.008468909],"study_design_scores_gemma":[0.0002859368,0.00002180423,0.1770916,0.0006641094,0.00005721102,0.00007946382,0.0005698918,0.001115307,0.0006809594,0.0006898927,0.8186862,0.00005778023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001814629,0.00005852846,0.00005021007,0.00003867528,0.000007539261,0.00000992346,0.9974313,0.00007510654,0.0005140484],"genre_scores_gemma":[0.003402738,0.00004925551,0.0003461672,0.00002096664,0.000003234637,0.00005967516,0.9955707,0.00002028528,0.00052701],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3700121,"threshold_uncertainty_score":0.7357168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908517232","doi":"10.25976/0nlx-3708","title":"Yukon River Intertribal Watershed Council - Indigenous Observation Network","year":2024,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Watershed; Indigenous; Grassroots; Water quality; Government (linguistics); Water resources; First nation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0545771835242329,"gpt":0.2623386365061482,"spread":0.2077614529819153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006841469,0.0007683266,0.0007361791,0.00233496,0.0006941361,0.001199871,0.001575724,0.0009162661,0.02492047],"category_scores_gemma":[0.003339587,0.0005032612,0.0004981276,0.008123172,0.0002744209,0.0009429798,0.001152715,0.0008241554,0.01812193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303461,"about_ca_system_score_gemma":0.005124062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2278711,"about_ca_topic_score_gemma":0.2752381,"domain_scores_codex":[0.9992249,0.000102599,0.0001493614,0.0002237691,0.0001660525,0.0001332704],"domain_scores_gemma":[0.9981784,0.0002260138,0.000172106,0.0003016817,0.001018402,0.0001034219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006989681,0.00002429057,0.00808678,0.0007105766,0.00005812359,0.00005401489,0.00009854143,0.0006683177,0.0001797667,0.000965348,0.9838614,0.005222944],"study_design_scores_gemma":[0.0001030809,0.00001134029,0.03708696,0.0003084022,0.00003872865,0.00005550904,0.0004860594,0.001067075,0.0004699804,0.0007841595,0.9595367,0.00005207009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003611347,0.00002344055,0.00005023662,0.0000286516,0.000007855377,0.000008609008,0.9990613,0.00005412199,0.0004046761],"genre_scores_gemma":[0.001181875,0.00003199192,0.0002378718,0.00001310813,0.0000016733,0.00006700491,0.9979098,0.00002157238,0.000534964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7721289,"threshold_uncertainty_score":0.4530895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}