{"meta":{"query_hash":"4413886dc165","filters":{"venue":"Environments"},"cohort_total":102,"direct_labels_cover":0,"predictions_cover":102,"exported":102,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4413886dc165","api":"https://metacan.xera.ac/api/v1/cohort?venue=Environments"},"results":[{"id":"W2176374809","doi":"10.3390/environments2040565","title":"Does Previous Experience of Floods Stimulate the Adoption of Coping Strategies? Evidence from Cross Sectional Surveys in Nigeria and Tanzania","year":2015,"lang":"en","type":"article","venue":"Environments","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo; Western University","funders":"","keywords":"Tanzania; Flood myth; Coping (psychology); Socioeconomics; Geography; Ethnic group; Natural disaster; Psychology; Sociology","score_opus":0.028816559841213986,"score_gpt":0.29672597705046755,"score_spread":0.26790941720925354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176374809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99575615,0.00012909183,0.0034821269,0.000020467562,0.00016598635,0.00028046765,0.0000082816005,0.000005471358,0.00015198076],"genre_scores_gemma":[0.9987468,0.00024336904,0.000794295,0.000012467622,0.000014889706,0.000023263152,0.0000068698832,0.0000071119525,0.00015095083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985667,0.00025434754,0.00031020003,0.00028228184,0.00043246412,0.00015402143],"domain_scores_gemma":[0.9994555,0.000079602454,0.00016926808,0.00024306423,0.0000025030495,0.00005004844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000888482,0.0001173795,0.00014077866,0.000019260953,0.000049266186,0.00003256313,0.00022112415,0.00004467846,0.00026115187],"category_scores_gemma":[0.000026961701,0.00007397851,0.000022980295,0.00008799938,0.00033160145,0.0005191703,0.00030273103,0.00007380596,0.000017663557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001884132,0.00006518413,0.96672124,0.0000064745736,0.000009831741,0.0000014356524,0.002104801,0.021171635,0.0093630785,0.0000058063474,0.000012416276,0.0005192445],"study_design_scores_gemma":[0.00039543663,0.00006832935,0.9949851,0.000033962522,0.0000064735614,2.512864e-7,0.00077353424,0.0013640604,0.0018735752,0.00030483198,0.00010075043,0.0000936954],"about_ca_topic_score_codex":0.0018171993,"about_ca_topic_score_gemma":0.0005174958,"teacher_disagreement_score":0.028263846,"about_ca_system_score_codex":0.00010149417,"about_ca_system_score_gemma":0.000008538911,"threshold_uncertainty_score":0.30167562},"labels":[],"label_agreement":null},{"id":"W2297784392","doi":"10.3390/environments3010008","title":"Consumer Perception of Environmental Harm and Willingness to Pay Environmental Handling Fees","year":2016,"lang":"en","type":"article","venue":"Environments","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Willingness to pay; Hazardous waste; Harm; Business; Product (mathematics); Perception; Promotion (chess); Marketing; SAFER; Advertising; Economics; Psychology; Engineering; Computer security; Waste management; Social psychology","score_opus":0.006647109341539346,"score_gpt":0.1932579260365791,"score_spread":0.18661081669503976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297784392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99670714,0.00008563958,0.0014831303,0.00064411596,0.00020830453,0.0006259367,0.000055269345,0.000039687344,0.00015078549],"genre_scores_gemma":[0.9974578,0.00027485823,0.00047192565,0.0006430926,0.00024595033,0.00006078309,0.00003383996,0.00007214761,0.0007396004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976676,0.000026879396,0.0005080051,0.00072058383,0.0005730761,0.0005038649],"domain_scores_gemma":[0.999136,0.000064878164,0.00025075802,0.00047703102,0.000002681357,0.00006870049],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029098638,0.00040557134,0.00035780418,0.00017858915,0.00021874365,0.000059393977,0.00029848784,0.00013137059,0.0020646635],"category_scores_gemma":[0.000043126416,0.00029409508,0.000095315605,0.00010504856,0.00059788703,0.0011052957,0.0006718416,0.00011348012,0.0010194215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007664766,0.00032891406,0.6537761,0.00004861002,0.000031875163,0.0000062439403,0.00013013052,0.000028075507,0.29494727,0.000038294987,0.00007682955,0.050511006],"study_design_scores_gemma":[0.0011635899,0.000037118993,0.9416362,0.000065164124,0.00007460752,0.000005171042,0.0005606908,0.00004278992,0.0025041096,0.00022276792,0.053206716,0.00048105506],"about_ca_topic_score_codex":0.000065429835,"about_ca_topic_score_gemma":0.0000024473502,"teacher_disagreement_score":0.29244316,"about_ca_system_score_codex":0.00033198902,"about_ca_system_score_gemma":0.000004392052,"threshold_uncertainty_score":0.9999511},"labels":[],"label_agreement":null},{"id":"W2592723261","doi":"10.3390/environments4010022","title":"Practice-Based Interdisciplinary Approach and Environmental Research","year":2017,"lang":"en","type":"article","venue":"Environments","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Engineering ethics; Management science; Engineering","score_opus":0.18176755026081792,"score_gpt":0.4975660889335706,"score_spread":0.3157985386727527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592723261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85277945,0.00029119247,0.0064606564,0.011911562,0.00032230114,0.00089245976,0.00008072493,0.000019737296,0.1272419],"genre_scores_gemma":[0.9866091,0.00001769147,0.0014786262,0.00007423417,0.00013902393,0.00006673325,0.000024190773,0.00001683814,0.011573579],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951801,0.00064961147,0.00035645041,0.00075184595,0.0026044957,0.0004575343],"domain_scores_gemma":[0.9972918,0.0006238677,0.0002216542,0.0015908324,0.000026394355,0.00024542486],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052633616,0.00015386252,0.00018524448,0.0002341395,0.0025827363,0.0011164683,0.0012910324,0.00009736028,0.00036160258],"category_scores_gemma":[0.0011243281,0.00012027792,0.0000571851,0.000100232195,0.0010806215,0.0013845431,0.0029216825,0.0004037244,0.0009760248],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006243804,0.009015155,0.24808465,0.000051039133,0.0003389546,0.00089118816,0.01462406,0.0011619776,0.06814495,0.00564764,0.117197566,0.528599],"study_design_scores_gemma":[0.0043499763,0.002018439,0.61069125,0.00005830394,0.000038854392,0.000089332556,0.0524439,0.051364344,0.006456488,0.03649355,0.23495808,0.0010374511],"about_ca_topic_score_codex":0.000004539278,"about_ca_topic_score_gemma":0.000006323782,"teacher_disagreement_score":0.52756155,"about_ca_system_score_codex":0.00015646199,"about_ca_system_score_gemma":0.000041340103,"threshold_uncertainty_score":0.9999205},"labels":[],"label_agreement":null},{"id":"W2749696265","doi":"10.3390/environments4030057","title":"Biotrickling Filtration of Air Contaminated with 1-Butanol","year":2017,"lang":"en","type":"article","venue":"Environments","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inlet; Filtration (mathematics); Butanol; Perlite; Chemistry; Chromatography; Residence time (fluid dynamics); n-Butanol; Filter (signal processing); Environmental engineering; Environmental chemistry; Environmental science; Ethanol; Materials science","score_opus":0.00939296458197142,"score_gpt":0.21517188523032416,"score_spread":0.20577892064835274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749696265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98613685,0.000044369623,0.010179903,0.00015711495,0.00004242852,0.0000887437,0.0000061393916,0.00007191356,0.0032725383],"genre_scores_gemma":[0.9981712,0.000017214837,0.00065847684,0.000008530537,0.000012519164,0.0000055708465,0.000003828824,0.0000095704145,0.0011130994],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955994,0.0000031443813,0.00010521536,0.000111532725,0.00011275698,0.00010741766],"domain_scores_gemma":[0.99951714,0.00001717525,0.00009819356,0.0003400431,0.0000029196847,0.00002454247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034629837,0.000074760246,0.000110178386,0.00002354428,0.00008551857,0.0000073844312,0.00018800619,0.00007088616,0.000063106716],"category_scores_gemma":[0.000079922545,0.000058269274,0.00002135943,0.000015277525,0.00006963493,0.00009318079,0.00004667543,0.0000789701,0.000019188186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022474645,0.000032426597,0.008946927,0.000008954999,0.00002504387,0.0000047195244,0.000026156162,0.00047840152,0.98298365,0.00011117594,0.000028353978,0.007331726],"study_design_scores_gemma":[0.0007230714,0.000052268322,0.035366468,0.000039021445,0.000014897014,0.0000010427805,0.000040684587,0.0036569736,0.95807135,0.000036122416,0.0018965332,0.000101567326],"about_ca_topic_score_codex":0.000011893607,"about_ca_topic_score_gemma":4.8965256e-7,"teacher_disagreement_score":0.026419543,"about_ca_system_score_codex":0.000022192417,"about_ca_system_score_gemma":0.0000025145293,"threshold_uncertainty_score":0.2376152},"labels":[],"label_agreement":null},{"id":"W2752640796","doi":"10.3390/environments4030061","title":"Implementing REDD+ in a Conflict-Affected Country: A Case Study of the Democratic Republic of Congo","year":2017,"lang":"en","type":"article","venue":"Environments","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Reducing emissions from deforestation and forest degradation; Deforestation (computer science); Democracy; Political science; Climate change; Civil society; Corporate governance; Politics; Geography; Development economics; Environmental resource management; Business; Carbon stock; Economics; Ecology","score_opus":0.02035341887742042,"score_gpt":0.2431340137454478,"score_spread":0.22278059486802737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752640796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972171,0.000006906775,0.0000054606267,0.0000757798,0.000048868336,0.0007064885,0.000008378541,0.00000430045,0.0019266771],"genre_scores_gemma":[0.9987916,0.0000057741336,0.000024711115,0.00005004915,0.0000052340483,0.000012374067,0.0000020005111,0.0000055796513,0.0011027077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998758,0.00011999816,0.00029985717,0.00024079022,0.00036593844,0.00021539639],"domain_scores_gemma":[0.99875724,0.000025956004,0.00042845626,0.00074998895,0.0000021770509,0.000036199744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043450773,0.00010760234,0.00016087973,0.00003290201,0.00044629944,0.000024781515,0.00045570688,0.00003261147,0.0003826576],"category_scores_gemma":[0.00006566053,0.000084838975,0.000036932353,0.000094087605,0.0002712985,0.000115455434,0.0012311931,0.000076693424,0.000010234369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006727933,0.00040468978,0.9943433,0.000008747159,0.000029835268,0.000052847794,0.0025035695,0.000096977434,0.0016322648,0.0000011219288,0.00013355749,0.0007863952],"study_design_scores_gemma":[0.001245071,0.000090007234,0.98983735,0.000011684992,0.000040669704,0.000009407865,0.004222497,0.0002814491,0.00019441625,0.0000071402683,0.0039772065,0.0000831007],"about_ca_topic_score_codex":0.007889029,"about_ca_topic_score_gemma":0.0037252859,"teacher_disagreement_score":0.004505916,"about_ca_system_score_codex":0.000094737785,"about_ca_system_score_gemma":0.000004243593,"threshold_uncertainty_score":0.99871755},"labels":[],"label_agreement":null},{"id":"W2755590865","doi":"10.3390/environments4030066","title":"Air Quality Impacts of Petroleum Refining and Petrochemical Industries","year":2017,"lang":"en","type":"article","venue":"Environments","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Oil refinery; Petrochemical; Air quality index; Pollutant; Environmental science; Refining (metallurgy); Industrialisation; Waste management; Natural resource economics; Quality (philosophy); Greenhouse gas; Air pollution; Particulates; Environmental engineering; Environmental protection; Business; Environmental planning; Engineering; Geography; Chemistry","score_opus":0.055470528882267056,"score_gpt":0.33438349116741056,"score_spread":0.2789129622851435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755590865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903921,0.00003789871,0.0000668681,0.0016506674,0.000047454105,0.000053097887,0.000015280812,0.000009998748,0.007726656],"genre_scores_gemma":[0.99764794,0.000058382877,0.00067805377,0.00054736686,0.00003030328,0.000004021084,0.000004668667,0.000010805504,0.0010184434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986375,0.00006936233,0.0003128953,0.00027291168,0.00037101842,0.0003363109],"domain_scores_gemma":[0.9987629,0.00006175594,0.00035619453,0.00054651167,9.153971e-7,0.00027172102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579722,0.0001391219,0.00022936356,0.000015296597,0.00038753077,0.00002195816,0.0002743018,0.00012752938,0.0005208814],"category_scores_gemma":[0.00036496998,0.00013074788,0.000029830855,0.000020119669,0.0007197026,0.00036324686,0.00046169825,0.00021161564,0.0001369922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005043719,0.000089941066,0.9759803,0.000023975697,0.000010849488,0.0000026062412,0.00043517037,0.000019379233,0.014122828,0.00008856857,0.0013276546,0.007848327],"study_design_scores_gemma":[0.00046840298,0.000085638,0.9697631,0.000021895676,0.000008098148,0.0000026949983,0.000095445284,0.000023473112,0.010857443,0.00017766272,0.01836134,0.0001348239],"about_ca_topic_score_codex":0.00085407874,"about_ca_topic_score_gemma":0.000045839653,"teacher_disagreement_score":0.017033685,"about_ca_system_score_codex":0.00012096093,"about_ca_system_score_gemma":0.000011141439,"threshold_uncertainty_score":0.57032853},"labels":[],"label_agreement":null},{"id":"W2761911114","doi":"10.3390/environments4040073","title":"Sociology in Global Environmental Governance? Neoliberalism, Protectionism and the Methyl Bromide Controversy in the Montreal Protocol","year":2017,"lang":"en","type":"article","venue":"Environments","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protectionism; Neoliberalism (international relations); Environmental governance; Corporate governance; Montreal Protocol; Deference; Political science; Economics; Political economy; International trade; Stratosphere; Ozone layer; Law","score_opus":0.0064777357868143915,"score_gpt":0.20966769069835825,"score_spread":0.20318995491154385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761911114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632812,0.000065138935,2.511769e-7,0.02180968,0.000044636097,0.013737341,0.00004730001,0.0000060502266,0.0010083588],"genre_scores_gemma":[0.992514,0.00004574949,0.000005628241,0.0006980819,0.00012864982,0.0062618353,0.000006100552,7.087815e-7,0.00033922374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989434,0.0002263131,0.00016482177,0.00025602506,0.00017440596,0.00023507088],"domain_scores_gemma":[0.9996332,0.000075195625,0.00015144574,0.00011010588,5.480068e-7,0.000029497654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029241777,0.00014061444,0.00016296533,0.0000013787906,0.00040120838,0.00008135831,0.0004194721,0.000108880886,0.000097721735],"category_scores_gemma":[0.000026245067,0.00003798345,0.000051477782,0.00002256564,0.00047376618,0.00013483298,0.00015050606,0.00020744184,0.000019330671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031635445,0.0029138913,0.3818115,0.000030732695,0.00022462965,0.00022939875,0.010184056,0.000060361846,0.27404755,0.01066073,0.007380199,0.3092934],"study_design_scores_gemma":[0.001957028,0.0000908001,0.9691482,0.0000058632736,0.0000051710263,0.000010527966,0.00031796139,0.000012092175,0.00018208609,0.0030022536,0.025172565,0.000095409705],"about_ca_topic_score_codex":0.0020415152,"about_ca_topic_score_gemma":0.0020766226,"teacher_disagreement_score":0.5873368,"about_ca_system_score_codex":0.000079525795,"about_ca_system_score_gemma":0.0000019434256,"threshold_uncertainty_score":0.30861738},"labels":[],"label_agreement":null},{"id":"W2768776297","doi":"10.3390/environments4040083","title":"Vulnerability of Coastal Beach Tourism to Flooding: A Case Study of Galicia, Spain","year":2017,"lang":"en","type":"article","venue":"Environments","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Flooding (psychology); Storm surge; Tourism; Vulnerability (computing); Vulnerability index; Geography; Coastal flood; Flood myth; Climate change; Water resource management; Environmental resource management; Storm; Environmental planning; Environmental science; Oceanography; Sea level rise; Geology","score_opus":0.022013181867208773,"score_gpt":0.2925665755879372,"score_spread":0.2705533937207284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768776297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994992,0.00000396143,0.0004249365,0.00007261815,0.00011507719,0.0008178042,0.000011809011,0.000008300577,0.0035534496],"genre_scores_gemma":[0.9975189,0.0000033511506,0.0010396558,0.000026225272,0.000022026243,0.00004201373,0.0000030280212,0.000015032095,0.0013297794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983389,0.00010350888,0.00035836073,0.00040744827,0.0005389078,0.0002528757],"domain_scores_gemma":[0.9985115,0.000023784405,0.0002689799,0.0010673718,0.0000017354523,0.0001266435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060289353,0.0001717554,0.00026232822,0.00003754401,0.0002724668,0.000022749411,0.00048528594,0.000041618954,0.00063387427],"category_scores_gemma":[0.000040356237,0.00016256818,0.00006093106,0.000048032067,0.0001771738,0.00019903143,0.0010913606,0.000097086486,0.00007153559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003975629,0.003365565,0.96484447,0.000012738159,0.00007793809,0.00038548245,0.0032203973,0.0027450647,0.01090087,0.000011032589,0.001077368,0.013319339],"study_design_scores_gemma":[0.0015989296,0.0010227595,0.9838422,0.000012659772,0.000092142865,0.000012117247,0.00467543,0.00036013045,0.004898644,0.000055778004,0.0031458964,0.00028333953],"about_ca_topic_score_codex":0.0099508865,"about_ca_topic_score_gemma":0.0024240806,"teacher_disagreement_score":0.018997723,"about_ca_system_score_codex":0.00008237967,"about_ca_system_score_gemma":0.000002996914,"threshold_uncertainty_score":0.99664193},"labels":[],"label_agreement":null},{"id":"W2781721350","doi":"10.3390/environments4040093","title":"Disinfection Performance in Wastewater Stabilization Ponds in Cold Climate Conditions: A Case Study in Nunavut, Canada","year":2017,"lang":"en","type":"article","venue":"Environments","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network","keywords":"Environmental science; Wastewater; Effluent; Temperate climate; Arctic; Sewage treatment; Environmental engineering; Ecology; Biology","score_opus":0.016005785465112762,"score_gpt":0.2572693507337582,"score_spread":0.2412635652686454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781721350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987541,0.0000015160791,0.0000034971147,0.00005536834,0.0000879341,0.0005039169,0.000010354302,0.0000045451175,0.0005787937],"genre_scores_gemma":[0.99958307,0.000009503239,0.0000059353815,0.000043839347,0.0000048757665,0.000085638545,0.000012789123,0.000008682448,0.00024565717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987709,0.00013963068,0.00030287536,0.00029121045,0.00024491883,0.0002504961],"domain_scores_gemma":[0.9995229,0.000017294651,0.00009529982,0.00031330052,8.28022e-7,0.000050375394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045222504,0.000117106814,0.00012473078,0.00005216902,0.00017646914,0.0000368327,0.00012939236,0.000040979616,0.00045090454],"category_scores_gemma":[0.00002001194,0.00011591006,0.000011204381,0.00007446249,0.000070867514,0.000557279,0.0001577791,0.00012287106,0.000056205943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009748425,0.00035876312,0.99516594,0.0000061885685,0.000001159226,0.00032217187,0.0008742974,0.0019693691,0.0010681287,0.0000029676992,0.0000062441263,0.00021500533],"study_design_scores_gemma":[0.0011915466,0.000060349117,0.9940513,0.000013861325,0.0000024142262,0.000011979552,0.00070049847,0.002359624,0.0012901875,0.00000890912,0.00017368053,0.00013567529],"about_ca_topic_score_codex":0.2485568,"about_ca_topic_score_gemma":0.8809609,"teacher_disagreement_score":0.6324041,"about_ca_system_score_codex":0.0010937001,"about_ca_system_score_gemma":0.00001023083,"threshold_uncertainty_score":0.75644714},"labels":[],"label_agreement":null},{"id":"W2781875450","doi":"10.3390/environments5010008","title":"Riverine Water Quality Response to Precipitation and Its Change","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Precipitation; Turbidity; Environmental science; Climate change; Water quality; Hydrology (agriculture); Chloride; Drainage basin; Ecology; Geology; Geography; Chemistry; Meteorology","score_opus":0.06029825549995693,"score_gpt":0.32284121498885954,"score_spread":0.2625429594889026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781875450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960809,0.0000052453634,0.00033576236,0.0024402721,0.000114919196,0.00029384976,0.000014894608,0.000017423059,0.0006967573],"genre_scores_gemma":[0.9928243,0.0000080555055,0.00052206364,0.0014258939,0.00006884055,0.00004841927,0.000007836201,0.00000860142,0.005085969],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99879766,0.0002576808,0.00016830089,0.0002826109,0.00026419063,0.00022953923],"domain_scores_gemma":[0.9996201,0.000021687165,0.00003082154,0.00017975969,0.0000011882679,0.00014648358],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00069918303,0.000104623105,0.00008487884,0.00002336517,0.00013766625,0.000016608805,0.000097356315,0.00004144847,0.0040674633],"category_scores_gemma":[0.00001967577,0.00008378061,0.000016799022,0.00004315527,0.00010291809,0.00023657581,0.0002792661,0.000043926975,0.008087092],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008053348,0.00023389245,0.037114546,0.000009002401,0.00001981948,0.0000041556377,0.024511283,0.000036498892,0.9257693,0.00009471107,0.001063908,0.0103375325],"study_design_scores_gemma":[0.00026918022,0.0001857778,0.7828762,0.0000035385613,0.0000038834432,0.000001002289,0.000038690665,0.00003673526,0.07034258,0.00010274114,0.14600879,0.00013092329],"about_ca_topic_score_codex":0.00010048878,"about_ca_topic_score_gemma":0.000026043172,"teacher_disagreement_score":0.8554267,"about_ca_system_score_codex":0.0001344425,"about_ca_system_score_gemma":9.714082e-7,"threshold_uncertainty_score":0.996843},"labels":[],"label_agreement":null},{"id":"W2793362146","doi":"10.3390/environments5010018","title":"Electrochemistry-High Resolution Mass Spectrometry to Study Oxidation Products of Trimethoprim","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"","keywords":"Chemistry; Environmental chemistry; Mass spectrometry; Redox; Electrochemistry; Biotransformation; Electrolysis; Combinatorial chemistry; Chromatography; Organic chemistry","score_opus":0.018327887625784807,"score_gpt":0.28484847425378335,"score_spread":0.26652058662799855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793362146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911381,0.000012351642,0.0050826864,0.00020516056,0.000089883564,0.0005369825,0.000005526544,0.000020982397,0.0029083346],"genre_scores_gemma":[0.9821934,0.000013336876,0.016409343,0.00018532037,0.00010864793,0.0000075801854,0.000010402644,0.000022293161,0.0010496677],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980226,0.00007987419,0.0003153345,0.0005555509,0.00059721706,0.0004294062],"domain_scores_gemma":[0.9992042,0.000022074666,0.000116668074,0.00043687015,0.0000021150697,0.00021804968],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037000046,0.00020971971,0.00020231679,0.000046922127,0.00011758107,0.000012057397,0.0002889216,0.00006180492,0.0034352343],"category_scores_gemma":[0.00008873062,0.00019815283,0.00003821932,0.0003968685,0.0002617148,0.00017234439,0.0002602956,0.00013104356,0.0015905084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007596344,0.0008263495,0.025728038,0.0000037941697,0.000025416231,0.0000031237876,0.00014348284,0.000041238807,0.97083104,0.000006011684,0.00025764634,0.0020578974],"study_design_scores_gemma":[0.0004350396,0.00059460854,0.29786727,0.000004744648,0.000028880397,0.0000021891758,0.00004443443,0.000023449762,0.6997072,0.0001340751,0.0010070775,0.00015100258],"about_ca_topic_score_codex":0.000041266896,"about_ca_topic_score_gemma":0.0000013368962,"teacher_disagreement_score":0.27213922,"about_ca_system_score_codex":0.00028085618,"about_ca_system_score_gemma":0.0000044180356,"threshold_uncertainty_score":0.9991869},"labels":[],"label_agreement":null},{"id":"W2793463898","doi":"10.3390/environments5020030","title":"Freshwater Diatoms as Indicators of Combined Long-Term Mining and Urban Stressors in Junction Creek (Ontario, Canada)","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Term (time); Stressor; Environmental science; Geography; Oceanography; Hydrology (agriculture); Water resource management; Geology; Biology","score_opus":0.007712965684730622,"score_gpt":0.22362847874646744,"score_spread":0.2159155130617368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793463898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99906087,0.00003178599,0.000003528053,0.000024679535,0.00013154226,0.00012024517,0.000013110254,0.000004450697,0.0006098051],"genre_scores_gemma":[0.99815357,0.000009310797,0.00005836108,0.00003427565,0.000027043374,0.000010035484,0.0000112536545,0.000011447967,0.0016847292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988234,0.000047105983,0.00019614387,0.00024361021,0.00041284043,0.00027688302],"domain_scores_gemma":[0.99960804,0.000024661776,0.00007831907,0.00017556259,0.0000032509843,0.00011017038],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018354028,0.00009545971,0.00014638447,0.00007910762,0.000070325565,0.00003238031,0.00014163711,0.000048095895,0.0027949542],"category_scores_gemma":[0.000014785745,0.00009162544,0.000013278796,0.00006625529,0.00020806816,0.0001144269,0.00013178229,0.00006344447,0.000027903587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003274882,0.0000646294,0.9791603,0.000008971984,0.0000067298583,0.000016189133,0.00050386024,0.000001116114,0.018805532,0.0000052384266,0.0006038215,0.00079086423],"study_design_scores_gemma":[0.0005188906,0.00015303756,0.9393297,0.00002844819,0.000005169192,8.217111e-7,0.00007335381,0.000010653493,0.058469854,0.000011372365,0.0013030414,0.000095651194],"about_ca_topic_score_codex":0.4803886,"about_ca_topic_score_gemma":0.9033305,"teacher_disagreement_score":0.4229419,"about_ca_system_score_codex":0.00016254588,"about_ca_system_score_gemma":0.000092322065,"threshold_uncertainty_score":0.9981166},"labels":[],"label_agreement":null},{"id":"W2804955588","doi":"10.3390/environments5050060","title":"Optimisation of Growth of Raphidocelis subcapitata Immobilised for Biofuel Production: Influence of Alginate and CaCl2 Concentrations on Growth","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Algal biology and biofuel production","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Production (economics); Chemistry; Economics; Microeconomics","score_opus":0.010803797200884587,"score_gpt":0.22350912185119995,"score_spread":0.21270532465031536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804955588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988798,0.00009320847,0.00011044896,0.0002482547,0.00014056433,0.00033110115,0.000037683767,0.000007764568,0.00015119239],"genre_scores_gemma":[0.99879384,0.00017373539,0.000712939,0.000025850884,0.000078527366,0.000022147146,0.00005998036,0.000008265312,0.00012469047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999164,0.000048855447,0.00029392474,0.00026786415,0.00011098308,0.000114359944],"domain_scores_gemma":[0.99940705,0.000038775815,0.00025685548,0.00020044582,0.00007094389,0.000025939456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016893982,0.00010456313,0.00016122319,0.00006424718,0.00006695345,0.0000019071683,0.000083137566,0.00008986469,0.00003366755],"category_scores_gemma":[0.00015748727,0.000094030795,0.00003488986,0.000100858044,0.00069446693,0.00015084936,0.000023329836,0.000045229288,0.0000041747107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043523143,0.00024569043,0.0377464,0.0001305632,0.00008021437,1.1189089e-7,0.00061169424,0.00018908057,0.95396024,0.0056530093,0.000092435184,0.0008553232],"study_design_scores_gemma":[0.00051362644,0.00062505354,0.13697399,0.000021723032,0.0000343247,0.0000012230219,0.00005974085,0.000018669054,0.8583762,0.0030560477,0.00023524456,0.0000841438],"about_ca_topic_score_codex":0.00008769911,"about_ca_topic_score_gemma":0.0000055983346,"teacher_disagreement_score":0.099227585,"about_ca_system_score_codex":0.000019425224,"about_ca_system_score_gemma":0.000011498811,"threshold_uncertainty_score":0.38344646},"labels":[],"label_agreement":null},{"id":"W2805344182","doi":"10.3390/environments5080093","title":"Resource Use Efficiency as a Climate Smart Approach: Case of Smallholder Maize Farmers in Nyando, Kenya","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Production–possibility frontier; Inefficiency; Stochastic frontier analysis; Intercropping; Production (economics); Productivity; Environmental science; Agroforestry; Climate change; Agriculture; Agricultural productivity; Agricultural economics; Business; Agricultural science; Economics; Geography; Agronomy; Ecology","score_opus":0.06673062813110806,"score_gpt":0.3266199188982666,"score_spread":0.2598892907671585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805344182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749,0.000060904615,0.0026088061,0.00006773165,0.0001068812,0.0002685916,0.000017541055,0.000017261313,0.009362286],"genre_scores_gemma":[0.99574614,0.000015765709,0.0017826817,0.0002161725,0.000032892527,0.0000105676,0.0000053069293,0.000024395129,0.0021661038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952799,0.0005283484,0.0010855949,0.0009887797,0.00149041,0.0006269607],"domain_scores_gemma":[0.9973679,0.0006618613,0.00045574174,0.0013200354,0.00002811715,0.00016631771],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038267174,0.0002647256,0.0004808487,0.0004934467,0.00024256333,0.00013126948,0.00083191675,0.00013818292,0.0006705836],"category_scores_gemma":[0.0013526637,0.00021474526,0.00019192368,0.0013131582,0.00083459436,0.00031116395,0.0004238145,0.00021264049,0.0010775178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005566024,0.0041714315,0.9185121,0.000025715468,0.00013167525,0.0016466989,0.01232442,0.01743051,0.016910858,0.0008001798,0.0018480793,0.025641745],"study_design_scores_gemma":[0.011237506,0.0020812268,0.67546415,0.00024275602,0.000492324,0.001881935,0.021580467,0.12521398,0.01856826,0.0021491025,0.13772516,0.003363146],"about_ca_topic_score_codex":0.00022559872,"about_ca_topic_score_gemma":0.000045874895,"teacher_disagreement_score":0.24304795,"about_ca_system_score_codex":0.000100237194,"about_ca_system_score_gemma":0.00002758288,"threshold_uncertainty_score":0.99970025},"labels":[],"label_agreement":null},{"id":"W2883113317","doi":"10.3390/environments5070084","title":"Characterization of Recycled Wood Chips, Syngas Yield, and Tar Formation in an Industrial Updraft Gasifier","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada; Nexterra (Canada); University of Saskatchewan; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; BioFuelNet Canada","keywords":"Syngas; Heat of combustion; Wood gas generator; tar (computing); Pulp and paper industry; Combustion; Environmental science; Waste management; Moisture; Water content; Biomass (ecology); Solid fuel; Producer gas; Materials science; Fuel gas; Chemistry; Composite material; Engineering; Hydrogen; Coal; Organic chemistry","score_opus":0.01647030284944583,"score_gpt":0.19160183844563441,"score_spread":0.17513153559618858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883113317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99922013,0.000010294924,0.00047675145,0.00001691222,0.00007715176,0.00007594813,0.000007447015,0.00002131151,0.000094050236],"genre_scores_gemma":[0.9997709,0.000033381908,0.000055193916,0.000016684102,0.000046925008,0.000005508766,0.000042163207,0.000010787579,0.000018447907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995515,0.000011086431,0.00017247202,0.00008999502,0.00008309154,0.000091888105],"domain_scores_gemma":[0.99981624,0.000008958136,0.000041648753,0.000093713024,0.0000024145418,0.000037017915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047111476,0.000071245944,0.000081617014,0.00004953558,0.000014558818,0.000007017761,0.000058055095,0.00009549442,0.00018334338],"category_scores_gemma":[0.000013745574,0.00007558805,0.000007822269,0.000059936967,0.000034222594,0.00030905043,0.000022320502,0.000054455802,0.000014361614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018202878,0.000020335687,0.0019368504,0.000009784971,0.0000042593033,4.0557464e-7,0.00031369328,9.774409e-7,0.99212396,0.000002161225,0.000011531177,0.00555783],"study_design_scores_gemma":[0.00038705886,0.000048004407,0.010530157,0.000027525519,0.000004827661,9.833318e-7,0.0000285436,0.00031480804,0.9881789,0.000033192406,0.000367162,0.00007883414],"about_ca_topic_score_codex":0.000002118044,"about_ca_topic_score_gemma":0.0000020673433,"teacher_disagreement_score":0.008593307,"about_ca_system_score_codex":0.00003370233,"about_ca_system_score_gemma":0.0000015281823,"threshold_uncertainty_score":0.3082391},"labels":[],"label_agreement":null},{"id":"W2889817330","doi":"10.3390/environments5090102","title":"Cytosolic Distribution of Metals (Cd, Cu) and Metalloids (As, Se) in Livers and Gonads of Field-Collected Fish Exposed to an Environmental Contamination Gradient: An SEC-ICP-MS Analysis","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Cadmium; Metallothionein; Inductively coupled plasma mass spectrometry; Metalloid; Environmental chemistry; Chemistry; Contamination; Biomolecule; Metal; Arsenic; Fish <Actinopterygii>; Chromatography; Mass spectrometry; Biochemistry; Biology; Ecology; Fishery","score_opus":0.009283238538392543,"score_gpt":0.23376312624405196,"score_spread":0.2244798877056594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889817330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985818,0.00003338641,0.00024064962,0.000047343652,0.000047598183,0.00051366875,0.00013596329,0.000009811546,0.00038975425],"genre_scores_gemma":[0.9984547,0.00016618684,0.000351987,0.00028087152,0.000014776566,0.000044327517,0.00025111498,0.000017874503,0.00041818302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780256,0.0002867892,0.00051740615,0.0006941002,0.00031683507,0.00038231385],"domain_scores_gemma":[0.99904406,0.0000788474,0.0002314641,0.00037685354,0.000001458285,0.0002672937],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039430748,0.00027698022,0.000499546,0.00019306161,0.00016949723,0.000013063559,0.000234425,0.00024302288,0.002688495],"category_scores_gemma":[0.000034448425,0.00029721603,0.00007567356,0.00041992226,0.00082465616,0.00047989344,0.000307341,0.00014107676,0.000035491725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028094923,0.0011616024,0.55649394,0.000008412476,0.00023966654,0.000008596159,0.0029963257,0.00069411064,0.43436527,0.000034812685,0.000037377922,0.0036789349],"study_design_scores_gemma":[0.0009827212,0.0021603424,0.86347723,0.000005617266,0.00024077512,0.0000077237855,0.00041477892,0.0010454878,0.1308885,0.00006535033,0.00045825413,0.00025322344],"about_ca_topic_score_codex":0.0003932144,"about_ca_topic_score_gemma":0.0021142086,"teacher_disagreement_score":0.3069833,"about_ca_system_score_codex":0.00027362697,"about_ca_system_score_gemma":0.00000427334,"threshold_uncertainty_score":0.999948},"labels":[],"label_agreement":null},{"id":"W2899776816","doi":"10.3390/environments5120129","title":"Understanding Land–Atmosphere–Climate Coupling from the Canadian Prairie Dataset","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Climate variability and models","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Office of Experimental Program to Stimulate Competitive Research; Office of Integrative Activities; Agriculture and Agri-Food Canada; National Science Foundation","keywords":"Environmental science; Cloud cover; Snow; Atmospheric sciences; Radiative forcing; Forcing (mathematics); Atmosphere (unit); Climatology; Cloud forcing; Opacity; Cloud fraction; Climate change; Meteorology; Cloud computing; Geography; Geology; Physics","score_opus":0.06960041900629607,"score_gpt":0.2497043745364335,"score_spread":0.18010395553013742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899776816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97798824,0.000023474491,0.00196848,0.002426841,0.00037613136,0.00043049775,0.0027985773,0.000035170866,0.013952578],"genre_scores_gemma":[0.99738944,0.00002358938,0.00040746297,0.00128032,0.00010027933,0.000010096993,0.00068166596,0.000018317945,0.00008883521],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986347,0.000034450488,0.00017001535,0.00038484464,0.00030078698,0.00047521736],"domain_scores_gemma":[0.99909216,0.00009695986,0.000057852692,0.0005499764,6.1301756e-7,0.00020244572],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038666913,0.00014825212,0.00010206898,0.0000040360314,0.0008569617,0.000074712356,0.00036235774,0.000083631785,0.010687951],"category_scores_gemma":[0.000026304448,0.00011462057,0.000028109725,0.000075087155,0.00049328775,0.00020074353,0.00029074648,0.00013948067,0.004048667],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025958308,0.000076485376,0.9480437,0.0000023074087,0.00003754383,0.00001213955,0.0007744792,0.00921214,0.0008834226,0.00031575927,0.040422555,0.0001934801],"study_design_scores_gemma":[0.0008742995,0.00009515385,0.32873586,0.000031382737,0.00008145227,0.0000041868625,0.00040724364,0.05352967,0.00033584255,0.0060528996,0.60924995,0.0006020676],"about_ca_topic_score_codex":0.13741753,"about_ca_topic_score_gemma":0.5149336,"teacher_disagreement_score":0.6193079,"about_ca_system_score_codex":0.0008943748,"about_ca_system_score_gemma":0.000014689177,"threshold_uncertainty_score":0.9967268},"labels":[],"label_agreement":null},{"id":"W2901601197","doi":"10.3390/environments5110124","title":"Bioremediation of Polluted Soil Sites with Crude Oil Hydrocarbons Using Carrot Peel Waste","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre in Green Chemistry and Catalysis","funders":"","keywords":"Bioremediation; Chemistry; Hydrocarbon; Petroleum; Total petroleum hydrocarbon; Soil contamination; Environmental chemistry; Biostimulation; Crude oil; Environmental science; Pulp and paper industry; Soil water; Bacteria; Geology","score_opus":0.011853323792939232,"score_gpt":0.20949500531613485,"score_spread":0.1976416815231956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901601197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974968,0.000012302047,0.00017209261,0.000059762726,0.000097055665,0.00009525232,0.000031690888,0.000017271921,0.00201776],"genre_scores_gemma":[0.9975152,0.000020590798,0.0013501581,0.00015409649,0.00008615374,0.000001996269,0.000025686415,0.000019914529,0.00082622515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986448,0.0000466274,0.00025396945,0.0003189409,0.00045510687,0.00028053],"domain_scores_gemma":[0.9993966,0.000012339519,0.00020452027,0.00026816397,0.0000026136927,0.00011576268],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012763597,0.00017620689,0.0001568469,0.000046500845,0.00010763847,0.000011963467,0.00017989414,0.000086599044,0.0013552785],"category_scores_gemma":[0.000015002741,0.00014591315,0.000040292856,0.00018348568,0.00046686124,0.000163557,0.000118479125,0.00007046797,0.000451523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003084595,0.00008089104,0.08275985,0.0000027992007,0.000014549263,0.000001474497,0.0002535701,0.00013293055,0.9155937,9.408977e-7,0.00018899552,0.0009394976],"study_design_scores_gemma":[0.00080705626,0.00018711545,0.10396854,0.000020804831,0.00004259348,0.0000042388588,0.00010023523,0.0020357515,0.89077747,0.000012387727,0.0017584935,0.0002853282],"about_ca_topic_score_codex":0.00015111518,"about_ca_topic_score_gemma":0.00023054986,"teacher_disagreement_score":0.0248162,"about_ca_system_score_codex":0.0001631483,"about_ca_system_score_gemma":0.00001099069,"threshold_uncertainty_score":0.9995576},"labels":[],"label_agreement":null},{"id":"W2902963984","doi":"10.3390/environments6020017","title":"Formation of Secondary Organic Aerosols by Germicidal Ultraviolet Light","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ultraviolet; Aerosol; Toluene; Relative humidity; Particle (ecology); Chemistry; Particulates; Particle number; Scanning mobility particle sizer; Nucleation; Ultraviolet light; Environmental chemistry; Particle size; Photochemistry; Materials science; Particle-size distribution; Meteorology; Organic chemistry; Optoelectronics","score_opus":0.007966560806589194,"score_gpt":0.22784777975523066,"score_spread":0.21988121894864146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902963984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890624,0.00003884608,0.00071304216,0.0006002986,0.00008681512,0.000302387,0.000032180084,0.000013225516,0.009150749],"genre_scores_gemma":[0.99511635,0.000043164815,0.00021403673,0.0016844937,0.000012774455,0.000005248247,0.000044548844,0.000014553582,0.0028648146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882686,0.000055882665,0.00030541836,0.00020003105,0.0003294056,0.00028242334],"domain_scores_gemma":[0.9994069,0.000022931212,0.00016786656,0.00027243092,6.4905134e-7,0.00012922536],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021440796,0.00012018815,0.00015854157,0.000014000429,0.000059925434,0.0000074325635,0.00017497933,0.00009201833,0.016023519],"category_scores_gemma":[0.000008723311,0.00011511377,0.000035452555,0.00006480125,0.00006635696,0.0004215982,0.00009043195,0.0001399915,0.006415024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029219687,0.00020587658,0.050886426,0.000047669342,0.000006082898,8.7100153e-7,0.001207179,0.0000888368,0.9137788,0.000014958945,0.027550878,0.006183225],"study_design_scores_gemma":[0.0013977161,0.00038731215,0.29719138,0.00003252478,0.000016519924,0.000009418077,0.00024847925,0.00033358365,0.50330037,0.00026328696,0.19641787,0.00040154794],"about_ca_topic_score_codex":0.000036950478,"about_ca_topic_score_gemma":0.0000046094538,"teacher_disagreement_score":0.4104784,"about_ca_system_score_codex":0.00016999504,"about_ca_system_score_gemma":0.0000059297936,"threshold_uncertainty_score":0.9943586},"labels":[],"label_agreement":null},{"id":"W2907984653","doi":"10.3390/environments6010003","title":"Inclusive Ecosystems? Women’s Participation in the Aquatic Ecosystem of Lake Malawi","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; International Development Research Centre","keywords":"Ecosystem services; Fishing; Poverty; Focus group; Transformative learning; Business; Perspective (graphical); Ecosystem; Economic growth; Political science; Sociology; Ecology; Economics; Marketing","score_opus":0.010039548313618876,"score_gpt":0.2226941242646504,"score_spread":0.21265457595103154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907984653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941199,0.000005150455,0.00009451131,0.0002602611,0.00008443815,0.00038724902,0.000011138875,0.0000063923353,0.0050309813],"genre_scores_gemma":[0.99901634,0.0000075709177,0.000034791665,0.0002596819,0.000034394467,0.000051459167,0.0000091014745,0.0000052687324,0.0005813879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870694,0.00017953102,0.000258037,0.00021189444,0.00041404963,0.00022952778],"domain_scores_gemma":[0.999467,0.000042854248,0.00014470403,0.00030229148,0.0000012348494,0.000041893643],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005948941,0.00010281887,0.00011858198,0.0000399062,0.00015145402,0.000013769705,0.00030677288,0.000039743583,0.0023510528],"category_scores_gemma":[0.000018872703,0.000077432975,0.000029744991,0.00015492833,0.000136331,0.00009618521,0.00028435636,0.000050231574,0.0012692825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000142631925,0.0001821574,0.9880715,0.0000129438085,0.0000131627585,0.0000031729815,0.009586183,0.00024514896,0.0003991757,0.0000070986807,0.0003195643,0.0011456411],"study_design_scores_gemma":[0.0003647467,0.00011139888,0.91810995,0.000013618739,0.0000132516,6.626199e-7,0.0028521428,0.0015151995,0.00023047936,0.000080552956,0.07661184,0.000096127435],"about_ca_topic_score_codex":0.00020929362,"about_ca_topic_score_gemma":0.006360524,"teacher_disagreement_score":0.07629228,"about_ca_system_score_codex":0.00028526894,"about_ca_system_score_gemma":0.000002938438,"threshold_uncertainty_score":0.9995083},"labels":[],"label_agreement":null},{"id":"W2911297427","doi":"10.3390/environments6020019","title":"Performance Assessment Model for Municipal Solid Waste Management Systems: Development and Implementation","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Benchmarking; Component (thermodynamics); Key (lock); Computer science; Performance indicator; Fuzzy logic; Hierarchy; Performance management; Process management; Productivity; Risk analysis (engineering); Engineering management; Business; Engineering; Artificial intelligence","score_opus":0.01704121649112011,"score_gpt":0.27600190010022785,"score_spread":0.25896068360910773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911297427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97885805,0.000024933368,0.006881308,0.00003225951,0.00017906835,0.0024890818,0.00000977077,0.000024911506,0.011500603],"genre_scores_gemma":[0.9756783,0.00009510429,0.010598726,0.000143086,0.000018691462,0.0006823207,0.00006252152,0.000043382093,0.012677842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976807,0.00004023931,0.00047256844,0.00062508055,0.00060801604,0.000573379],"domain_scores_gemma":[0.9991432,0.00001805773,0.00017783855,0.00051953446,0.0000017632473,0.0001396006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050711713,0.0002960591,0.00024196155,0.00006369257,0.00023040526,0.000060140475,0.0003450123,0.000056146353,0.00045217358],"category_scores_gemma":[8.4297284e-7,0.00029681926,0.00004292301,0.00007547395,0.00006256363,0.00032110457,0.00091186806,0.00009425648,0.00043615993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003684164,0.00016260025,0.03523459,0.00020947077,0.00013759977,0.0000021682208,0.0016926951,0.94603163,0.0004525302,0.0005599647,0.0005629793,0.014916927],"study_design_scores_gemma":[0.0015554177,0.00010714517,0.024996564,0.000034503442,0.000050908242,0.0000013158067,0.0018944559,0.9409296,0.00036929722,0.000027635826,0.029640116,0.00039304627],"about_ca_topic_score_codex":0.000032868043,"about_ca_topic_score_gemma":0.000017921668,"teacher_disagreement_score":0.029077137,"about_ca_system_score_codex":0.00065676484,"about_ca_system_score_gemma":0.000005909489,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W2915951649","doi":"10.3390/environments6020022","title":"Anthropocene Crisis: Climate Change, Pollinators, and Food Security","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; Wilfrid Laurier University","keywords":"Anthropocene; Pollinator; Operationalization; Pollination; Food security; Climate change; Ecology; Geography; Scale (ratio); Environmental resource management; Environmental planning; Agriculture; Biology; Economics; Cartography","score_opus":0.02516096558362191,"score_gpt":0.19728030641096508,"score_spread":0.17211934082734318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915951649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747217,0.001003823,3.4367783e-8,0.0005216307,0.000042826232,0.000110448986,0.00009352436,0.000016114933,0.00073945255],"genre_scores_gemma":[0.9969888,0.002628799,0.000005160358,0.00023552364,0.00008781697,0.000006389003,0.000010692076,5.244668e-7,0.00003632264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994446,0.000014503772,0.00006644183,0.00018337177,0.00009964921,0.00019145022],"domain_scores_gemma":[0.9998947,0.000014630886,0.000029251822,0.000014437083,0.0000010446728,0.000045927634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048505946,0.0000860782,0.000100620826,0.0000030088281,0.000117232,0.00001449495,0.000060877697,0.000038299928,0.00025860805],"category_scores_gemma":[0.0000012866038,0.000032801458,0.000023836163,0.00003476528,0.000028180784,0.00007705898,0.00011180178,0.000043633358,0.00017236207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023021543,0.0001250666,0.97061,0.000010240223,0.000026547234,0.0000028816808,0.00018057007,5.423433e-8,0.01938653,0.0003502005,0.00053175335,0.008753111],"study_design_scores_gemma":[0.000102351645,0.00033161973,0.9735894,0.000008550755,0.0000058582555,0.0000017238015,0.00029831025,0.0000049978676,0.0007999065,0.00034992624,0.024390839,0.000116471405],"about_ca_topic_score_codex":0.000024099829,"about_ca_topic_score_gemma":0.000046957906,"teacher_disagreement_score":0.023859087,"about_ca_system_score_codex":0.0000072484827,"about_ca_system_score_gemma":1.6492827e-7,"threshold_uncertainty_score":0.28315768},"labels":[],"label_agreement":null},{"id":"W2916838572","doi":"10.3390/environments6020025","title":"Land-Use Change Detection with Convolutional Neural Network Methods","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Convolutional neural network; Computer science; Support vector machine; Artificial intelligence; Classifier (UML); Pattern recognition (psychology); Change detection; Feature (linguistics); Remote sensing; Data mining; Machine learning; Geography","score_opus":0.01927768027568229,"score_gpt":0.23271241775729068,"score_spread":0.21343473748160838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916838572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980204,0.000050889157,0.0006214727,0.00003720826,0.00025281947,0.0002773583,0.0000038430003,0.000025485167,0.00071050867],"genre_scores_gemma":[0.9972394,0.000020819967,0.0016524971,0.0004178789,0.00013777324,0.000040065257,0.000014767799,0.000016008322,0.00046079562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990299,0.00008589129,0.00011177786,0.0002759204,0.00022167155,0.00027487398],"domain_scores_gemma":[0.9996034,0.000035499783,0.00006756635,0.00021555848,6.025506e-7,0.0000773605],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016448337,0.00012594956,0.00011888588,0.000011037968,0.000096296535,0.000023674664,0.00011565775,0.000056038967,0.0029007886],"category_scores_gemma":[0.0000013090003,0.000091266156,0.000030255393,0.00008792742,0.000017014929,0.0004697344,0.000110869834,0.00008067846,0.0027748367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003801659,0.000028149967,0.98733187,0.0000045020183,0.000015629405,0.0000025162744,0.000055330333,0.0073991693,0.0013128085,0.0000014712672,0.000044429507,0.0037661123],"study_design_scores_gemma":[0.00042589608,0.00011180902,0.94485193,0.000009810649,0.000015810672,0.000011086363,0.000008659943,0.011903969,0.0004516487,0.000026600237,0.04201543,0.00016734947],"about_ca_topic_score_codex":0.00036123447,"about_ca_topic_score_gemma":0.00027818937,"teacher_disagreement_score":0.042479932,"about_ca_system_score_codex":0.000087444256,"about_ca_system_score_gemma":9.772541e-7,"threshold_uncertainty_score":0.9980107},"labels":[],"label_agreement":null},{"id":"W2952979869","doi":"10.3390/environments6060074","title":"Assessment of Diatom Assemblages in Close Proximity to Mining Activities in Nunavik, Northern Quebec (Canada)","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Diatom; STREAMS; Environmental science; Contamination; Arctic; Ecology; Ecosystem; Environmental chemistry; Physical geography; Geography; Biology; Chemistry","score_opus":0.00948536997728667,"score_gpt":0.2631879551512942,"score_spread":0.2537025851740075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952979869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99857694,0.000016801623,0.000011336419,0.00007475274,0.00009324251,0.00033408785,0.000012554053,0.0000041110934,0.00087620085],"genre_scores_gemma":[0.9983847,0.0000072313064,0.00024246474,0.000037568407,0.0000109865905,0.000039620427,0.0000031461525,0.000013581294,0.0012606662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984514,0.00010040894,0.00023147395,0.00028885776,0.00059801724,0.0003298065],"domain_scores_gemma":[0.99950576,0.000084960404,0.00007014912,0.0002632697,0.0000027532592,0.00007313432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040728334,0.000111021014,0.00022557896,0.00008588418,0.000018751874,0.000025664189,0.00022904441,0.00003971915,0.00033749573],"category_scores_gemma":[0.000019498892,0.00010549104,0.000020636979,0.00010286904,0.00003071417,0.00020930375,0.00018309736,0.00009838668,0.000039103415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008826692,0.00014523527,0.79479116,0.00002095766,0.0000024905303,0.000009934482,0.00019200893,0.00045151636,0.20295508,0.000030357649,0.00001030586,0.0013821353],"study_design_scores_gemma":[0.00030947023,0.00003475332,0.95611507,0.000050878025,0.0000011624925,1.4401468e-7,0.00043653554,0.00012000186,0.042463753,0.000014520043,0.0003426908,0.00011101185],"about_ca_topic_score_codex":0.28969616,"about_ca_topic_score_gemma":0.74999493,"teacher_disagreement_score":0.4602988,"about_ca_system_score_codex":0.00052361947,"about_ca_system_score_gemma":0.0002536879,"threshold_uncertainty_score":0.7150338},"labels":[],"label_agreement":null},{"id":"W2971674407","doi":"10.3390/environments6090102","title":"Diatom Deformities and Tolerance to Cadmium Contamination in Four Species","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Museum of Nature; Institut National de la Recherche Scientifique","funders":"","keywords":"Cadmium; Diatom; Biology; Botany; Ecology; Animal science; Chemistry","score_opus":0.011241168659312448,"score_gpt":0.22962224171433387,"score_spread":0.2183810730550214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971674407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964864,0.000059923477,0.00003771064,0.00011533296,0.00010517286,0.00019284751,0.000007800814,0.0000059342087,0.0029888544],"genre_scores_gemma":[0.9914223,0.000044616485,0.000116237505,0.0000981724,0.000023241524,0.00001762171,0.0000014782795,0.0000064790215,0.008269837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993015,0.000023397439,0.00009767517,0.00017162347,0.00021331139,0.00019250305],"domain_scores_gemma":[0.99978507,0.000025872301,0.000019966883,0.00011181379,0.0000019551937,0.000055334123],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001816593,0.00006244325,0.000093683244,0.00004697798,0.000026211468,0.000041967916,0.00008511645,0.000023847511,0.00058742164],"category_scores_gemma":[0.000012700905,0.00005564305,0.000009473174,0.0000378102,0.000030613737,0.00018057915,0.000090944275,0.000039896742,0.0009910582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002169364,0.000042902757,0.6438727,0.000020851161,0.0000018543873,0.000008883078,0.0007269256,0.00017178689,0.3519183,0.00058917643,0.000092736045,0.0025321753],"study_design_scores_gemma":[0.0002873337,0.00004744,0.9402692,0.00001677528,7.1916344e-7,0.0000011172244,0.00012150306,0.000077896555,0.04506934,0.00006177255,0.013964543,0.00008239127],"about_ca_topic_score_codex":0.00005190287,"about_ca_topic_score_gemma":0.00002725342,"teacher_disagreement_score":0.30684897,"about_ca_system_score_codex":0.00006053847,"about_ca_system_score_gemma":0.0000063797347,"threshold_uncertainty_score":0.9997868},"labels":[],"label_agreement":null},{"id":"W2978795284","doi":"10.3390/environments6100111","title":"Impact of Zirconium on Freshwater Periphytic Microorganisms","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Institut National de Recherche en Sciences et Technologies pour l'Environnement et l'Agriculture; LabEx COTE; Canada Research Chairs","keywords":"Periphyton; Autotroph; Algae; Biofilm; Cyanobacteria; Ciliate; Biology; Green algae; Chlorophyta; Microorganism; Ecology; Environmental chemistry; Botany; Chemistry; Bacteria","score_opus":0.004530456136404822,"score_gpt":0.18900265745921888,"score_spread":0.18447220132281406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978795284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208516,0.0000045126903,0.000014806991,0.000036304547,0.0001607792,0.00016617926,0.00003519176,0.000010198021,0.0074868756],"genre_scores_gemma":[0.9938372,0.000005480118,0.00015442567,0.00025786462,0.000009925562,0.000002172879,0.000018588185,0.000014335865,0.005700009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990327,0.000035768895,0.00013906935,0.00029507902,0.00019538708,0.00030203085],"domain_scores_gemma":[0.99952537,0.000013418354,0.000063264335,0.00031674962,6.604151e-7,0.00008053665],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006900148,0.00014793572,0.00016888817,0.000029454488,0.00004899882,0.0000081051085,0.00025437045,0.000080329446,0.0871636],"category_scores_gemma":[0.0000027212882,0.00012447659,0.00010841214,0.000052551797,0.00016803815,0.00013746697,0.00022581143,0.000098728,0.03420727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006523309,0.00017110753,0.6065023,0.0000029668847,0.000030697895,0.0000060283,0.00022909076,0.0023222384,0.38662893,0.000008065661,0.003911297,0.00012204699],"study_design_scores_gemma":[0.00094485155,0.001300152,0.8644727,0.0000058921423,0.000014969824,0.0000051565867,0.00003753177,0.00038208632,0.12073537,0.00014007324,0.011714813,0.00024639853],"about_ca_topic_score_codex":0.00023214974,"about_ca_topic_score_gemma":0.000050019524,"teacher_disagreement_score":0.26589355,"about_ca_system_score_codex":0.00026362858,"about_ca_system_score_gemma":0.0000038837966,"threshold_uncertainty_score":0.9665447},"labels":[],"label_agreement":null},{"id":"W3024428704","doi":"10.3390/environments7050036","title":"Life Cycle Assessment of Community-Based Sewer Mining: Integrated Heat Recovery and Fit-For-Purpose Water Reuse","year":2020,"lang":"en","type":"article","venue":"Environments","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Reuse; Environmental science; Life-cycle assessment; Wastewater; Sewage; Resource recovery; Sewage treatment; Environmental engineering; Waste management; Resource (disambiguation); Greywater; Engineering; Computer science","score_opus":0.030724297492177494,"score_gpt":0.24872787301148855,"score_spread":0.21800357551931104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024428704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966875,0.0000144657015,0.00031781354,0.00207998,0.00005741967,0.00039087166,0.000050243063,0.000023776089,0.0003779467],"genre_scores_gemma":[0.99201685,0.000022407397,0.0055252165,0.0016684199,0.00001804882,0.000042828757,0.00014007564,0.000030318695,0.0005358424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987761,0.00017326158,0.00027924895,0.00025199555,0.00024178244,0.00027764475],"domain_scores_gemma":[0.9990957,0.00007399809,0.000055054395,0.0004917892,0.0000018317571,0.000281619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002014501,0.00022010577,0.00025462234,0.000026098145,0.00017728392,0.000023826462,0.00033668466,0.00008795759,0.00076330936],"category_scores_gemma":[0.000040279272,0.00015520224,0.000075031414,0.00005979528,0.00021716955,0.00017052628,0.0004567031,0.00016054903,0.000083120736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005867664,0.002013864,0.38564962,0.0001560951,0.00032265714,0.000022605109,0.009764929,0.059916858,0.52367073,0.0000032607395,0.015271666,0.002620944],"study_design_scores_gemma":[0.016148534,0.0062939576,0.25784108,0.00016681557,0.00057150185,0.0000073276847,0.0030154386,0.02938284,0.49966708,0.00028913454,0.18455128,0.002064979],"about_ca_topic_score_codex":0.000092867034,"about_ca_topic_score_gemma":0.000006335961,"teacher_disagreement_score":0.16927962,"about_ca_system_score_codex":0.00010461068,"about_ca_system_score_gemma":0.000009594575,"threshold_uncertainty_score":0.8357702},"labels":[],"label_agreement":null},{"id":"W3081447900","doi":"10.3390/environments7090064","title":"Treatment of Polycyclic Aromatic Hydrocarbons in Oil Sands Process-Affected Water with a Surface Flow Treatment Wetland","year":2020,"lang":"en","type":"article","venue":"Environments","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Fluoranthene; Environmental chemistry; Effluent; Environmental science; Pyrene; Contamination; Wetland; Constructed wetland; Water quality; Surface water; Chemistry; Sewage treatment; Environmental engineering; Phenanthrene; Ecology","score_opus":0.008505331552243815,"score_gpt":0.2085328321026583,"score_spread":0.2000275005504145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081447900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979458,0.000050587038,0.000028683675,0.0005258687,0.000021258576,0.00028304177,0.000024291143,0.00003379514,0.0010867066],"genre_scores_gemma":[0.99877566,0.000106060754,0.00033680454,0.00005894364,0.00001701142,0.000022681828,0.000010655531,0.000044741868,0.0006274309],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99824524,0.00007951538,0.00030417513,0.00047610785,0.0003955996,0.00049937685],"domain_scores_gemma":[0.99928945,0.000023510554,0.00009142972,0.00033407696,3.5711132e-8,0.00026152038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039931154,0.00035424883,0.00040389065,0.000028304255,0.00005104702,0.000012117219,0.00016719266,0.00007783237,0.0004934588],"category_scores_gemma":[0.0000071072986,0.00021612208,0.00005907863,0.0001898115,0.00016841837,0.00014754315,0.00004043796,0.000059208338,0.0004728519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034406723,0.0020866948,0.20439853,0.000007768405,0.0001916888,0.00016529186,0.013106144,0.0017825394,0.7200703,3.8062165e-8,0.000009625141,0.057837293],"study_design_scores_gemma":[0.009154975,0.0048706876,0.46252903,0.000039076058,0.00016895775,0.00004040657,0.0002541499,0.0077367127,0.5134828,0.00003768291,0.0010435618,0.0006419793],"about_ca_topic_score_codex":0.00014508884,"about_ca_topic_score_gemma":0.00009704665,"teacher_disagreement_score":0.2581305,"about_ca_system_score_codex":0.0006675975,"about_ca_system_score_gemma":0.000014237276,"threshold_uncertainty_score":0.88132024},"labels":[],"label_agreement":null},{"id":"W3088171939","doi":"10.3390/environments7100077","title":"Spatiotemporal Variability in Phytoplankton Bloom Phenology in Eastern Canadian Lakes Related to Physiographic, Morphologic, and Climatic Drivers","year":2020,"lang":"en","type":"article","venue":"Environments","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut National de la Recherche Scientifique","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Bloom; Phenology; Environmental science; Phytoplankton; Biomass (ecology); Trophic level; Algal bloom; Oceanography; Physical geography; Climate change; Ecology; Geography; Geology; Nutrient; Biology","score_opus":0.008365299251023512,"score_gpt":0.1995175443727981,"score_spread":0.1911522451217746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088171939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962393,0.000012033333,0.00007361904,0.0008220736,0.000058160644,0.0004550563,0.00003151856,0.000011275367,0.0022969658],"genre_scores_gemma":[0.99884063,0.000018926828,0.0003831238,0.00060000014,0.0000074642708,0.00002349569,0.000027807804,0.000012924231,0.00008560636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998455,0.00017843767,0.0003402141,0.00049105147,0.00016290009,0.000372401],"domain_scores_gemma":[0.9993658,0.000048009824,0.000076615885,0.00021297572,5.8428265e-7,0.00029599117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030922558,0.00017911111,0.00026331187,0.00007583772,0.000050054423,0.000012385751,0.00018492463,0.00013036882,0.0006954801],"category_scores_gemma":[0.000039558825,0.00018299163,0.000027542445,0.00028606626,0.00011636947,0.00011626596,0.00013631539,0.00020423922,0.00046284375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000137349325,0.000048540514,0.9941565,0.000010856745,0.0000061112496,0.000043163014,0.0014536098,0.002224646,0.00055373606,0.000043257376,0.000047979407,0.001397914],"study_design_scores_gemma":[0.0005944378,0.00012376363,0.96199566,0.00001829188,0.000006488314,0.0000030788474,0.00015076395,0.034737248,0.000019706313,0.00084634736,0.0012769297,0.00022726314],"about_ca_topic_score_codex":0.015651977,"about_ca_topic_score_gemma":0.096503824,"teacher_disagreement_score":0.080851845,"about_ca_system_score_codex":0.00022505989,"about_ca_system_score_gemma":0.000009655062,"threshold_uncertainty_score":0.9909029},"labels":[],"label_agreement":null},{"id":"W3093408916","doi":"10.3390/environments7100089","title":"Developments in Molecular Level Characterization of Naphthenic Acid Fraction Compounds Degradation in a Constructed Wetland Treatment System","year":2020,"lang":"en","type":"article","venue":"Environments","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Regina; Environment and Climate Change Canada","funders":"","keywords":"Naphthenic acid; Orbitrap; Chemistry; Wax; Environmental chemistry; Extraction (chemistry); Degradation (telecommunications); Resin acid; Chromatography; Mass spectrometry; Organic chemistry","score_opus":0.016281631246189903,"score_gpt":0.20722839534159154,"score_spread":0.19094676409540165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093408916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779993,0.00002679997,0.0013998532,0.000029461466,0.000010435221,0.000019098406,0.000027743325,0.000013996453,0.0006726672],"genre_scores_gemma":[0.99900997,0.000029838013,0.00034091956,0.000016002728,0.000008819091,0.000019101357,0.00043521542,0.000011474828,0.00012868317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912554,0.000028738417,0.000324658,0.00022154389,0.00018086152,0.00011863651],"domain_scores_gemma":[0.99966854,0.000006628002,0.00018557276,0.000092890026,0.0000038080289,0.000042543244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037238024,0.00012449783,0.00021866175,0.0000751374,0.000024633791,0.00001178704,0.00006729804,0.000073500196,0.00003406667],"category_scores_gemma":[0.0000080687205,0.0001263464,0.000032750962,0.00015090486,0.000021117357,0.00009728225,0.000017276794,0.00006591598,0.000010620917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030584215,0.00008004852,0.13848433,0.000050321803,0.000037923215,0.000008682924,0.00016718496,0.000036871086,0.8566611,0.0000025656147,1.432596e-7,0.004440249],"study_design_scores_gemma":[0.0018818718,0.000022088474,0.11012764,0.00015351975,0.000038846356,0.0000035130618,0.00029730817,0.0024897503,0.8844537,0.0000015515976,0.00036715763,0.00016301288],"about_ca_topic_score_codex":0.000033769906,"about_ca_topic_score_gemma":0.000004576894,"teacher_disagreement_score":0.028356684,"about_ca_system_score_codex":0.00038021372,"about_ca_system_score_gemma":0.000024790948,"threshold_uncertainty_score":0.51522565},"labels":[],"label_agreement":null},{"id":"W3113126039","doi":"10.3390/environments7120109","title":"Toxicological Effects of Inorganic Nanoparticle Mixtures in Freshwater Mussels","year":2020,"lang":"en","type":"article","venue":"Environments","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Chemistry; Bioaccumulation; Nanoparticle; Zinc; Lipid peroxidation; Environmental chemistry; Nuclear chemistry; Biophysics; Biochemistry; Biology; Oxidative stress; Organic chemistry; Nanotechnology; Materials science","score_opus":0.011612930744173244,"score_gpt":0.21350522736147584,"score_spread":0.2018922966173026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113126039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990043,0.00008530425,0.000088993824,0.00054504076,0.000028202143,0.00019079041,0.0000066296407,0.000015821433,0.00003493107],"genre_scores_gemma":[0.99890405,0.000011233546,0.00060540694,0.00038039958,0.000021968972,0.000043251865,0.0000010067645,0.000007964693,0.000024746765],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918836,0.00006768767,0.00020484737,0.00021247874,0.00014283555,0.00018379629],"domain_scores_gemma":[0.999645,0.00007298362,0.00005097095,0.00014756234,0.000001393707,0.00008211772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083224586,0.00007910717,0.00014254315,0.000012881926,0.000028712137,0.000011152447,0.0001700046,0.000041408326,0.00087970356],"category_scores_gemma":[0.000056061035,0.00006332697,0.000025727124,0.0000845743,0.00007281113,0.00006487429,0.00008849729,0.00004309009,0.0005642214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010088598,0.00018837301,0.006001241,0.000011420837,0.000001821907,0.000004490446,0.0002818375,0.000037208167,0.9930347,0.00007838985,0.00011480262,0.00023561774],"study_design_scores_gemma":[0.0002844112,0.00007867457,0.030599609,0.0000076025312,0.0000066655766,3.3259752e-7,0.000016941822,0.00006839008,0.9676504,0.00015025996,0.0010672901,0.00006943378],"about_ca_topic_score_codex":0.000006015964,"about_ca_topic_score_gemma":0.00000350204,"teacher_disagreement_score":0.025384318,"about_ca_system_score_codex":0.000018277777,"about_ca_system_score_gemma":0.0000044335848,"threshold_uncertainty_score":0.9632137},"labels":[],"label_agreement":null},{"id":"W3113256733","doi":"10.3390/environments7120112","title":"Proton Competition and Free Ion Activities Drive Cadmium, Copper, and Nickel Accumulation in River Biofilms in a Nordic Ecosystem","year":2020,"lang":"en","type":"article","venue":"Environments","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Canada Research Chairs","keywords":"Biomonitoring; Environmental chemistry; Biofilm; Cadmium; Metal; Nickel; Surface water; Chemistry; Biotic Ligand Model; Copper; Aquatic ecosystem; Bioaccumulation; Ecology; Environmental science; Environmental engineering; Dissolved organic carbon; Biology","score_opus":0.019521215938861126,"score_gpt":0.23703595906980235,"score_spread":0.2175147431309412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113256733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977109,0.00007059787,0.00012523911,0.0004152616,0.000044434284,0.0011498219,0.000024975312,0.000015624539,0.00044314124],"genre_scores_gemma":[0.9985577,0.000305509,0.0006303469,0.00022583258,0.000023815139,0.00015229212,0.00001792257,0.000024041898,0.00006254219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821174,0.00019949938,0.00033314092,0.000575326,0.00038091885,0.00029936928],"domain_scores_gemma":[0.999433,0.000053174324,0.000109247005,0.00024643654,3.0676543e-7,0.00015786171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025895744,0.0002259128,0.00025236697,0.000058865582,0.000069070185,0.0000219754,0.00014955208,0.00012387069,0.00033391183],"category_scores_gemma":[0.000034421297,0.0002355775,0.00002430633,0.00011766593,0.00025189837,0.0004678062,0.00045635525,0.0002104137,0.00016981305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060289465,0.0001608301,0.91354984,0.00004651919,0.000008204479,0.000022620527,0.0026286426,0.002976055,0.07780087,0.000016461,0.000049048016,0.0026805985],"study_design_scores_gemma":[0.0017146812,0.00017183485,0.97424847,0.000057034118,0.00001068004,0.000006135499,0.00035088297,0.006416586,0.012477653,0.00011405875,0.0041223615,0.00030964156],"about_ca_topic_score_codex":0.00021379691,"about_ca_topic_score_gemma":0.00021602976,"teacher_disagreement_score":0.06532322,"about_ca_system_score_codex":0.00041906998,"about_ca_system_score_gemma":0.0000038435087,"threshold_uncertainty_score":0.9606572},"labels":[],"label_agreement":null},{"id":"W3127757286","doi":"10.3390/environments8020010","title":"Status of Life Cycle Assessment (LCA) in Africa","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Wageningen University and Research; Universidade de Santiago de Compostela; Université de La Réunion; Università degli Studi di Udine; Universitat Politècnica de Catalunya; Centre de Coopération Internationale en Recherche Agronomique pour le Développement; Institut National de la Recherche Agronomique; Universiteit Stellenbosch; KU Leuven; University of South Florida; Curtin University of Technology; University of Mauritius; Danmarks Tekniske Universitet; Trent University; Umeå Universitet; Nottingham Trent University; University of Exeter; Edinburgh Napier University; Egypt-Japan University of Science and Technology","keywords":"Life-cycle assessment; Scopus; Agriculture; Impact assessment; Geography; Developing country; Economic growth; Business; Political science; Economics; Production (economics)","score_opus":0.011646847813400156,"score_gpt":0.2589900340655291,"score_spread":0.24734318625212895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127757286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951058,0.00014266885,0.0001972688,0.00010200549,0.000054956403,0.00018023397,0.000014031281,0.00000894161,0.04824193],"genre_scores_gemma":[0.99566865,0.0001804815,0.0019067137,0.00012457608,0.000009098973,0.000021215752,0.00001633192,0.000018455736,0.0020544643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790436,0.00015117189,0.00037902917,0.00040717272,0.0005226043,0.0006356423],"domain_scores_gemma":[0.99908334,0.00004381345,0.00009881339,0.00048233144,9.580212e-7,0.00029075192],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024052557,0.00017499644,0.00024788495,0.000028919518,0.000054238248,0.000011436921,0.00016885734,0.00007954165,0.010125954],"category_scores_gemma":[0.0000803483,0.00018081951,0.00007882532,0.00020834686,0.00026537344,0.00023470391,0.00045621747,0.0001756588,0.0002605568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015253501,0.0008873258,0.9717298,0.000010398976,0.000012627352,0.000034139925,0.000553651,0.006727921,0.015602584,0.000038644244,0.00020110994,0.004186533],"study_design_scores_gemma":[0.00067323854,0.000057475358,0.9752596,0.000005587986,0.000008366213,0.0000012735086,0.00068078504,0.0005359659,0.0026758385,0.0006160587,0.019306751,0.00017902753],"about_ca_topic_score_codex":0.00023027648,"about_ca_topic_score_gemma":0.00006036102,"teacher_disagreement_score":0.046187464,"about_ca_system_score_codex":0.0009327184,"about_ca_system_score_gemma":0.00003389337,"threshold_uncertainty_score":0.9907789},"labels":[],"label_agreement":null},{"id":"W3129384672","doi":"10.3390/environments8020014","title":"Potential Influence of Sewage Phosphorus and Wet and Dry Deposition Detected in Fish Collected in the Athabasca River North of Fort McMurray","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Alberta Environment and Protected Areas","funders":"","keywords":"Environmental science; Oil sands; Tributary; Aquatic ecosystem; Ecosystem; Precipitation; Deposition (geology); Hydrology (agriculture); Catostomus; Ecology; Fish <Actinopterygii>; Geography; Asphalt; Structural basin; Fishery; Geology; Biology","score_opus":0.002719997072080977,"score_gpt":0.1696285350955091,"score_spread":0.16690853802342812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129384672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99919564,0.00003350774,0.000027571934,0.00006348383,0.000011462494,0.00021170318,0.000013504931,0.000002415493,0.00044069],"genre_scores_gemma":[0.99904805,0.0003796429,0.00021276371,0.00015177911,0.0000015985661,0.000021139307,0.000009968133,0.0000039559045,0.0001711058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924237,0.00007866143,0.00018618896,0.00020436503,0.00015124217,0.00013717225],"domain_scores_gemma":[0.9997471,0.000037844427,0.00007341187,0.00012346363,0.000001377173,0.00001678546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010645864,0.00008518004,0.0001304426,0.000028730477,0.000063369276,0.0000037963405,0.0000817424,0.000044700486,0.00011798961],"category_scores_gemma":[0.00002563709,0.00007648979,0.000013364039,0.00019563604,0.0003013142,0.000116884075,0.0002474552,0.0000797828,0.0000044041285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031446467,0.00012880313,0.99590933,0.00001051889,0.000014769476,0.00003372398,0.0007619893,0.000584941,0.0019090067,0.0000012982704,0.00010938165,0.0005047641],"study_design_scores_gemma":[0.0006170046,0.0000694868,0.996788,0.0000114839395,0.000019935922,0.0000026930306,0.00015835934,0.00016187847,0.0019389695,0.000033771168,0.00012930113,0.000069105874],"about_ca_topic_score_codex":0.00034363798,"about_ca_topic_score_gemma":0.007556185,"teacher_disagreement_score":0.007212547,"about_ca_system_score_codex":0.000037332087,"about_ca_system_score_gemma":0.0000027336698,"threshold_uncertainty_score":0.42165285},"labels":[],"label_agreement":null},{"id":"W3136557351","doi":"10.3390/environments8030024","title":"Prenatal Exposure to Persistent Organic Pollutants and Maternal Folic Acid Supplementation: Their Impact on Glucose Homeostasis in Male Rat Descendants","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; McGill University; Health Canada; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Glucose homeostasis; Offspring; Internal medicine; Endocrinology; Homeostasis; Insulin; Fetus; Biology; Pregnancy; Insulin resistance; Medicine; Genetics","score_opus":0.016660644541283406,"score_gpt":0.26568398477041116,"score_spread":0.24902334022912775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136557351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974122,0.0008804973,0.000019430265,0.00081895915,0.00012750537,0.00040734973,0.00019475094,0.000010284886,0.00012903678],"genre_scores_gemma":[0.98643756,0.011391531,0.00044179184,0.0012549076,0.000054635275,0.000018808934,0.00008677552,0.000030259444,0.00028375094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985575,0.000060478545,0.00027309606,0.0003833331,0.00031385553,0.00041170884],"domain_scores_gemma":[0.99935794,0.0000123552,0.000057104025,0.00023927262,0.0000057947454,0.00032752875],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012133514,0.00022178589,0.00027992477,0.00010992266,0.00008674086,0.000026635395,0.00006612345,0.00007066404,0.002996011],"category_scores_gemma":[0.000013394823,0.00017819091,0.00006295705,0.00013073925,0.00003187212,0.00008220858,0.00009247251,0.00015349407,0.00014377036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070438103,0.00057812285,0.86197156,0.00014613211,0.00020435957,0.0005346948,0.004195691,0.000006790561,0.10435811,0.000021360143,0.00040896964,0.026869822],"study_design_scores_gemma":[0.0025911683,0.0005272175,0.79767805,0.00016537664,0.000024476656,0.00023529243,0.0008068549,0.000005045493,0.19763052,0.000023184386,0.00016961708,0.0001431597],"about_ca_topic_score_codex":0.000017105789,"about_ca_topic_score_gemma":0.000049036273,"teacher_disagreement_score":0.09327242,"about_ca_system_score_codex":0.00046356829,"about_ca_system_score_gemma":0.00010517062,"threshold_uncertainty_score":0.9979154},"labels":[],"label_agreement":null},{"id":"W3155631584","doi":"10.3390/environments8040035","title":"Bisphenols and the Development of Type 2 Diabetes: The Role of the Skeletal Muscle and Adipose Tissue","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adipose tissue; Insulin resistance; Skeletal muscle; Endocrinology; Internal medicine; Type 2 diabetes; Muscle tissue; Insulin; Biology; Diabetes mellitus; Medicine","score_opus":0.004349762902471848,"score_gpt":0.24639512503692496,"score_spread":0.2420453621344531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155631584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970037,0.0013256349,0.0000022729803,0.00017798114,0.00003008969,0.00015388304,0.0000025800948,0.0000019817521,0.0013018739],"genre_scores_gemma":[0.9990672,0.00010626616,0.0003611334,0.00006740155,0.000007951478,0.000007886272,0.0000015147009,0.000006983659,0.0003736735],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99929255,0.000071642295,0.00015975005,0.00015037684,0.00019476349,0.00013089545],"domain_scores_gemma":[0.99950945,0.00012987439,0.0000824548,0.00024810978,0.0000014560593,0.000028645038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019060654,0.000083880754,0.000112952235,0.0000031195839,0.00012443273,0.000008128001,0.0001688394,0.000022201606,0.00019197042],"category_scores_gemma":[0.000059870516,0.000038213748,0.00002467469,0.00006195017,0.00056350365,0.000032289274,0.0004888798,0.000074446965,0.0000132192],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009843777,0.00013148453,0.10130133,0.000020988147,0.00006773142,8.2656277e-7,0.0029483375,0.00008381899,0.7827886,0.00009591648,0.00010161148,0.11244955],"study_design_scores_gemma":[0.0005304989,0.000022986924,0.48189858,0.000026953127,0.000043717464,0.0000018556548,0.00039820035,0.00011587085,0.4632462,0.0004877935,0.05312819,0.000099156416],"about_ca_topic_score_codex":0.00001891357,"about_ca_topic_score_gemma":0.000009853256,"teacher_disagreement_score":0.38059723,"about_ca_system_score_codex":0.000013923687,"about_ca_system_score_gemma":0.0000048632514,"threshold_uncertainty_score":0.21019414},"labels":[],"label_agreement":null},{"id":"W3165414012","doi":"10.3390/environments8060047","title":"Material Properties and Environmental Benefits of Hot-Mix Asphalt Mixes Including Local Crumb Rubber Obtained from Scrap Tires","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Windsor; George Brown College","funders":"","keywords":"Crumb rubber; Asphalt; Materials science; Softening point; Composite material; Scrap; Natural rubber; Aggregate (composite); Metallurgy","score_opus":0.024159498428168825,"score_gpt":0.20266203083016443,"score_spread":0.1785025324019956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165414012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968565,0.0018118073,0.0005067554,0.000021186159,0.00029702263,0.000185884,0.00012402318,0.000042344847,0.00015448013],"genre_scores_gemma":[0.9978463,0.0007635937,0.00071578403,0.00003455286,0.00008912057,0.00002688619,0.00027069697,0.000045833567,0.00020723199],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869305,0.00004253901,0.00034659135,0.00027085538,0.00039078307,0.00025616947],"domain_scores_gemma":[0.9996124,0.000018311688,0.00006728711,0.00022724687,0.0000026897974,0.00007210158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010464714,0.00022233833,0.00022903476,0.000044994893,0.00008865237,0.000026768952,0.00009965935,0.00009772663,0.00079479016],"category_scores_gemma":[0.0000072631137,0.0002289609,0.00003628514,0.000040877767,0.00012407845,0.00032770814,0.00017340729,0.00009136611,0.000062295796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057589154,0.0001254496,0.033099987,0.00008812302,0.00019430862,0.0000073598076,0.001069271,0.019100497,0.9236039,0.0000112523285,0.00011730305,0.022524957],"study_design_scores_gemma":[0.0008236076,0.000051895033,0.19319534,0.000096667914,0.00006498021,0.0000028825807,0.0004576688,0.018391812,0.7856989,0.000032736873,0.00092252716,0.0002610114],"about_ca_topic_score_codex":0.000025482055,"about_ca_topic_score_gemma":0.00000830631,"teacher_disagreement_score":0.16009535,"about_ca_system_score_codex":0.0001470493,"about_ca_system_score_gemma":0.000008394686,"threshold_uncertainty_score":0.9336754},"labels":[],"label_agreement":null},{"id":"W3172432183","doi":"10.3390/environments8060050","title":"An Investigation of Takagi-Sugeno Fuzzy Modeling for Spatial Prediction with Sparsely Distributed Geospatial Data","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Kriging; Data mining; Outlier; Cluster analysis; Fuzzy logic; Computer science; Fuzzy clustering; Weighting; Inverse distance weighting; Sampling (signal processing); Geospatial analysis; Mathematics; Machine learning; Statistics; Artificial intelligence; Remote sensing; Multivariate interpolation; Geography","score_opus":0.04478271326752056,"score_gpt":0.23493831760960912,"score_spread":0.19015560434208856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172432183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5352489,0.000008151443,0.46334013,0.000033212298,0.000076153134,0.00017648783,0.0010509857,0.000010761825,0.00005523984],"genre_scores_gemma":[0.9749343,0.000018291612,0.018583884,0.000044588254,0.000061500585,0.000022931396,0.0062718177,0.000018641626,0.000044092907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987281,0.000041758765,0.00023999384,0.00045402907,0.00033631464,0.00019981664],"domain_scores_gemma":[0.999196,0.000020731732,0.00011894543,0.0005521195,0.0000058338314,0.0001063598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017159375,0.00012433485,0.00012953137,0.000013493871,0.000114592935,0.000022112325,0.00021686316,0.00005545436,0.00014978221],"category_scores_gemma":[0.00003180163,0.00012387037,0.000016549839,0.00007886461,0.000097696975,0.00031500528,0.00018019819,0.00006391122,0.000016023267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014967796,0.0003476273,0.41037935,0.000039025177,0.00009503598,0.00001585488,0.0009684846,0.47650313,0.093320854,0.00011589319,0.00094962027,0.017115423],"study_design_scores_gemma":[0.0009068577,0.00021116486,0.24077289,0.000023333663,0.00008227412,0.0000047882436,0.00012976356,0.7509888,0.0043580662,0.0011592043,0.0011632151,0.00019966748],"about_ca_topic_score_codex":0.0006052182,"about_ca_topic_score_gemma":0.00031416974,"teacher_disagreement_score":0.44475624,"about_ca_system_score_codex":0.00007796094,"about_ca_system_score_gemma":0.00002060053,"threshold_uncertainty_score":0.50512874},"labels":[],"label_agreement":null},{"id":"W3173426213","doi":"10.3390/environments8070060","title":"Seasonal Spectral Separation of Western Snowberry and Wolfwillow in Grasslands with Field Spectroradiometer and Simulated Multispectral Bands","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multispectral image; Spectroradiometer; Hyperspectral imaging; Remote sensing; Grassland; Environmental science; Spectral bands; Broadband; Shrubland; Geography; Ecology; Reflectivity; Ecosystem; Physics; Biology; Optics","score_opus":0.003807506168445059,"score_gpt":0.2113443543366728,"score_spread":0.20753684816822776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173426213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998487,0.00006871538,0.00016129987,0.00019129683,0.000027009726,0.00011260324,0.0000032702317,0.00000767647,0.00094112067],"genre_scores_gemma":[0.99721336,0.00007592615,0.0017657727,0.000078528814,0.00002035583,5.8211964e-7,0.00001625157,0.0000107620335,0.0008184349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989695,0.00004742118,0.00016125951,0.0003473822,0.00025730842,0.0002171623],"domain_scores_gemma":[0.9996752,0.000041871845,0.000059490932,0.00014314287,0.0000013072363,0.00007894743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006649171,0.00015334191,0.00018741093,0.000027451832,0.000037538644,0.000022795684,0.000051052575,0.000084048515,0.00021768121],"category_scores_gemma":[0.000009704543,0.00012135951,0.000021546122,0.00015043013,0.000119023396,0.00016115165,0.00007343141,0.00014968487,0.000010597048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051575484,0.000085093474,0.8990019,0.0000055121263,0.000019231311,0.000082663944,0.00050813984,0.00169168,0.09728419,0.0000021119406,0.00006416547,0.0012037398],"study_design_scores_gemma":[0.0009331636,0.00016162933,0.95953816,0.00002415619,0.000016411348,0.0000793242,0.000041785905,0.0027921097,0.03585972,0.0000418252,0.0003511724,0.00016055739],"about_ca_topic_score_codex":0.0000864062,"about_ca_topic_score_gemma":0.0004111223,"teacher_disagreement_score":0.06142447,"about_ca_system_score_codex":0.00008377818,"about_ca_system_score_gemma":0.0000037984573,"threshold_uncertainty_score":0.4948897},"labels":[],"label_agreement":null},{"id":"W3183047534","doi":"10.3390/environments8070064","title":"Case Study Comparing Effects of Microplastic Derived from Bottle Caps Collected in Two Cities on Triticum aestivum (Wheat)","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Research Council of Science and Technology; Korea Institute of Science and Technology; Ministry of Science, ICT and Future Planning; Helsingin Yliopisto","keywords":"Seedling; Bottle; Microplastics; Shoot; Environmental science; Ecosystem; Agronomy; Biology; Horticulture; Ecology; Geography","score_opus":0.011129000683669725,"score_gpt":0.22153679600594153,"score_spread":0.2104077953222718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183047534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978863,0.000051585233,0.00084258895,0.0000057165275,0.0004715394,0.00034630328,0.000042836895,0.000010701969,0.00034245124],"genre_scores_gemma":[0.99921554,0.000013016395,0.0003911111,0.00003277796,0.000033680506,0.000024521092,0.000024246649,0.000019968866,0.0002451309],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99840695,0.00021036371,0.00033916626,0.00043201164,0.0002991656,0.00031232083],"domain_scores_gemma":[0.99902534,0.00050551916,0.00009676413,0.00026593157,0.0000021766389,0.00010424029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000825932,0.00021586064,0.00032477453,0.00005693886,0.00011351614,0.000015788004,0.000110783825,0.000048989783,0.00064863125],"category_scores_gemma":[0.000112517235,0.0002261727,0.000042295786,0.00019327806,0.00013875133,0.000060866798,0.00019259793,0.00017821479,0.00019765097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009974175,0.0018977524,0.37065306,0.00002014805,0.000059638805,0.0048572305,0.0018644372,0.011295347,0.6086406,0.0000032603355,0.00027290682,0.00033584595],"study_design_scores_gemma":[0.006330885,0.00043174918,0.8137572,0.00013742405,0.000116045885,0.00019619364,0.0011344957,0.0039397934,0.17327727,0.00007441542,0.00017390915,0.000430621],"about_ca_topic_score_codex":0.0024747266,"about_ca_topic_score_gemma":0.0024250182,"teacher_disagreement_score":0.44310412,"about_ca_system_score_codex":0.0002947002,"about_ca_system_score_gemma":0.000016211663,"threshold_uncertainty_score":0.9223055},"labels":[],"label_agreement":null},{"id":"W3189845156","doi":"10.3390/environments8080072","title":"Investigating Spatiotemporal Variability of Water, Energy, and Carbon Flows: A Probabilistic Fuzzy Synthetic Evaluation Framework for Higher Education Institutions","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Greenhouse gas; Probabilistic logic; Sustainability; Environmental science; Vagueness; Ranking (information retrieval); Fuzzy logic; Environmental economics; Randomness; Uncertainty analysis; Computer science; Environmental resource management; Mathematics; Statistics; Simulation; Economics; Machine learning","score_opus":0.022327331863689324,"score_gpt":0.2418138023632917,"score_spread":0.21948647049960238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189845156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384662,0.0002460506,0.059519798,0.00009520264,0.0005269861,0.00022266842,0.0000072877438,0.000041455518,0.000874387],"genre_scores_gemma":[0.97413254,0.000022857144,0.025369873,0.000020468204,0.000049905564,0.00018637556,0.00013991716,0.000014930997,0.000063121624],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993548,0.00005422332,0.00019142979,0.00016913457,0.00012875056,0.00010166134],"domain_scores_gemma":[0.9996768,0.000046628564,0.000032965687,0.00018684179,0.000018157452,0.00003859003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018864864,0.00009164344,0.00010060597,0.0000288879,0.000055812943,0.000012644885,0.000038413076,0.000095289295,0.00003054011],"category_scores_gemma":[0.00008613122,0.000090533635,0.000021610796,0.00006091713,0.00004385666,0.00008019767,0.000023027465,0.00005299079,1.7208396e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021604278,0.00009609486,0.0014404973,0.000099580946,0.000029475472,6.730014e-8,0.00014005358,0.96096164,0.007543992,0.02531571,0.000008135472,0.004362585],"study_design_scores_gemma":[0.00045770901,0.000040371568,0.0055751805,0.00023853025,0.00019546016,0.0000027806946,0.000030124645,0.75437295,0.036091458,0.20019926,0.0024591922,0.0003369939],"about_ca_topic_score_codex":0.000021452737,"about_ca_topic_score_gemma":0.000006178874,"teacher_disagreement_score":0.20658872,"about_ca_system_score_codex":0.00011023384,"about_ca_system_score_gemma":0.00005346883,"threshold_uncertainty_score":0.36918545},"labels":[],"label_agreement":null},{"id":"W3198603733","doi":"10.3390/environments8090089","title":"Prioritizing Suitable Quality Assurance and Control Standards to Reduce Laboratory Airborne Microfibre Contamination in Sediment Samples","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Contamination; Microplastics; Environmental science; Sediment; HEPA; Contamination control; Quality assurance; Environmental chemistry; Waste management; Engineering; Chemistry; Filter (signal processing); Ecology","score_opus":0.008613206300132696,"score_gpt":0.24490586738888465,"score_spread":0.23629266108875194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198603733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874149,0.00027382848,0.010780252,0.00033825546,0.0001413558,0.00022040238,0.0005041439,0.000008963595,0.00031791063],"genre_scores_gemma":[0.9973621,0.000086843036,0.0017274397,0.00040701783,0.000023211862,0.00001620346,0.000020593725,0.000011347392,0.00034528895],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99850976,0.0001612472,0.0002654967,0.00039091744,0.00038533908,0.0002872394],"domain_scores_gemma":[0.9994808,0.00014415612,0.000070135495,0.0001717367,0.000007884423,0.00012530772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068515,0.00013669314,0.00018279417,0.000025567293,0.0000967517,0.000034830577,0.00006921977,0.0000696902,0.00036306237],"category_scores_gemma":[0.0002866827,0.00015121157,0.000017626875,0.00013479801,0.00006961671,0.0001423808,0.00010875912,0.00010565246,0.000073625335],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044353335,0.00009138176,0.10807101,0.000013843171,0.0000100950965,0.000018063709,0.00029863772,0.00044623186,0.887048,0.000049935086,0.00081082835,0.0030976094],"study_design_scores_gemma":[0.001076664,0.00004130813,0.89594764,0.00004017198,0.000009880401,0.0000032502574,0.00013035441,0.00009404873,0.05778258,0.00003832414,0.044654172,0.00018163184],"about_ca_topic_score_codex":0.00016131967,"about_ca_topic_score_gemma":0.00024234079,"teacher_disagreement_score":0.8292654,"about_ca_system_score_codex":0.00056563556,"about_ca_system_score_gemma":0.00003612674,"threshold_uncertainty_score":0.61662287},"labels":[],"label_agreement":null},{"id":"W3198613526","doi":"10.3390/environments8090092","title":"Migration, Rural–Urban Connectivity, and Food Remittances in Kenya","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Food security; Urbanization; Context (archaeology); Poverty; Livelihood; Geography; Inequality; Socioeconomics; Economic growth; Economics; Agriculture","score_opus":0.009309063793705323,"score_gpt":0.24264634304532154,"score_spread":0.2333372792516162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198613526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931283,0.0003919392,0.000066849156,0.0016624855,0.00008380817,0.00007256971,0.000005455954,0.000010134282,0.0045784796],"genre_scores_gemma":[0.9933922,0.001161189,0.000110029214,0.00021119895,0.00004323266,0.0000060923776,0.000009713043,0.0000038963376,0.005062436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936664,0.00012383767,0.000094292234,0.00012850322,0.00016531683,0.000121389276],"domain_scores_gemma":[0.99979115,0.0000424613,0.00003209145,0.000079632446,0.0000043542695,0.000050342653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016691214,0.000051379284,0.00006902338,0.000020357942,0.00012618031,0.000038347232,0.000047606987,0.00004929331,0.00022060974],"category_scores_gemma":[0.000076348835,0.000055338598,0.000013631254,0.00011269195,0.00008831289,0.00014542209,0.000022226555,0.000056306402,0.000015191419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021658338,0.00007839976,0.9647486,0.0000026923158,0.000008048853,0.0000035325922,0.01812709,0.000023011271,0.0013825081,0.012899062,0.00084438076,0.001880501],"study_design_scores_gemma":[0.00035496108,0.000024238745,0.7665523,0.00001483141,0.000005082401,7.134657e-7,0.010714791,0.00018196742,0.00030193035,0.0019827278,0.21971911,0.00014728872],"about_ca_topic_score_codex":0.00017285284,"about_ca_topic_score_gemma":0.05773799,"teacher_disagreement_score":0.21887474,"about_ca_system_score_codex":0.00005764843,"about_ca_system_score_gemma":0.000025320833,"threshold_uncertainty_score":0.95945585},"labels":[],"label_agreement":null},{"id":"W3201012913","doi":"10.3390/environments8090095","title":"Factors for Implementation of Circular Economy in Firms in COVID-19 Pandemic Times: The Case of Peru","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Circular economy; Theory of planned behavior; Control (management); Structural equation modeling; Pandemic; Business; Coronavirus disease 2019 (COVID-19); Economy; Psychology; Economics; Mathematics; Ecology; Statistics; Management; Medicine","score_opus":0.030414266745764612,"score_gpt":0.278238311152557,"score_spread":0.24782404440679237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201012913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977297,0.00010383937,0.00074654975,0.00036081037,0.000043680167,0.00070326903,0.0000073919214,0.0000055693913,0.00029916226],"genre_scores_gemma":[0.99907684,0.000016035397,0.00003056484,0.0005427683,0.000032370663,0.00009425938,0.00007971082,0.000014760311,0.00011269043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991104,0.000025640049,0.00035437808,0.00022101539,0.000087880544,0.00020069348],"domain_scores_gemma":[0.9994327,0.00011328606,0.00020294165,0.00023295205,0.000008700357,0.00000941061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004575517,0.000114467635,0.00017375036,0.00017598977,0.000047540037,0.000027624592,0.00013546918,0.000034413202,0.0007262673],"category_scores_gemma":[0.00008886146,0.00009975365,0.0000625917,0.00020477982,0.00004347451,0.00034866182,0.0001604267,0.000052815107,0.0000048781535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012951596,0.000105455605,0.99050784,0.00059019163,0.000045499575,0.00012367919,0.0009885376,0.0038181262,0.00023128359,0.0010517861,0.00025075107,0.0022739244],"study_design_scores_gemma":[0.008726509,0.000044016062,0.5170063,0.000071843686,0.00019830701,0.000011638248,0.28059867,0.005863446,0.0012226485,0.01698328,0.16861011,0.00066328136],"about_ca_topic_score_codex":0.0018901005,"about_ca_topic_score_gemma":0.0006565939,"teacher_disagreement_score":0.47350153,"about_ca_system_score_codex":0.000247792,"about_ca_system_score_gemma":0.000030035788,"threshold_uncertainty_score":0.79521173},"labels":[],"label_agreement":null},{"id":"W3210772951","doi":"10.3390/environments8110116","title":"Recent Advances in Dynamic Modeling and Process Control of PVA Degradation by Biological and Advanced Oxidation Processes: A Review on Trends and Advances","year":2021,"lang":"en","type":"review","venue":"Environments","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wastewater; Process (computing); Process engineering; Computer science; Biochemical engineering; Degradation (telecommunications); Process control; Sewage treatment; Environmental science; Engineering; Waste management; Telecommunications","score_opus":0.0273939077191092,"score_gpt":0.3293151917669218,"score_spread":0.3019212840478126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210772951","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055154376,0.993731,0.0003130464,0.000056246878,0.000017513934,0.0003095608,0.000034020133,0.0000053467716,0.00001779578],"genre_scores_gemma":[0.0077486057,0.9916984,0.00013422102,0.000017329909,0.0000060074867,0.000112177244,0.00020976545,0.0000140716,0.000059435482],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813044,0.00020737443,0.00056225155,0.00065506255,0.00026339677,0.0001814963],"domain_scores_gemma":[0.9993511,0.00006844006,0.00035467395,0.00015378157,0.0000035834341,0.000068417634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030127002,0.0003016032,0.0009686347,0.00006653559,0.0000579165,0.000015937754,0.000101450605,0.0001099015,0.000040180785],"category_scores_gemma":[0.000092907525,0.00022781137,0.00004509701,0.00029807814,0.00012468781,0.00033492697,0.00006705275,0.00015014998,0.0000023430641],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005525634,0.000073020434,0.00025777915,0.004081628,0.000014687649,9.021667e-7,0.000028047602,0.00024351756,0.000033515927,2.770718e-7,8.231736e-7,0.9952603],"study_design_scores_gemma":[0.001424726,0.00044162813,0.00031962898,0.05993351,0.0009313483,0.000016049686,0.00021209099,0.0018135122,0.000119251876,0.00012613888,0.9333499,0.0013122229],"about_ca_topic_score_codex":0.0000037423808,"about_ca_topic_score_gemma":0.0000035615535,"teacher_disagreement_score":0.99394804,"about_ca_system_score_codex":0.00010508592,"about_ca_system_score_gemma":0.0000071124045,"threshold_uncertainty_score":0.9289878},"labels":[],"label_agreement":null},{"id":"W3213233994","doi":"10.3390/environments8110123","title":"Exploring the Influence of Industrial and Climatic Variables on Communities of Benthic Macroinvertebrates Collected in Streams and Lakes in Canada’s Oil Sands Region","year":2021,"lang":"en","type":"article","venue":"Environments","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Benthic zone; STREAMS; Environmental science; Oil sands; Petroleum; Oil refinery; Asphalt; Fuel oil; Physical geography; Hydrology (agriculture); Ecology; Geography; Waste management; Engineering; Archaeology; Geology","score_opus":0.03437259495909555,"score_gpt":0.1981179731753144,"score_spread":0.16374537821621885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213233994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99932474,0.00023869958,1.5412836e-7,0.000054402546,0.0000051252796,0.0000037467203,0.000011155441,0.0000013887978,0.00036058208],"genre_scores_gemma":[0.99850106,0.0012612442,0.000007135077,0.000015080112,0.000003346253,0.000007360489,0.000011482662,0.0000047199183,0.00018858636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994068,0.000058173828,0.00021519665,0.00008849648,0.00013397829,0.00009734742],"domain_scores_gemma":[0.9995789,0.00016134822,0.00009453412,0.00014201048,0.000003736397,0.00001949403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075858065,0.00007697323,0.00018070643,0.000037731235,0.000048307593,0.000010010343,0.0000726605,0.00003213257,0.0000140113225],"category_scores_gemma":[0.00005369525,0.00006509521,0.000009454943,0.0001125135,0.0000844552,0.00006199789,0.000054489454,0.00015496231,5.5178177e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030062529,0.00007172196,0.9686371,0.0001579716,0.000038335118,0.000010674679,0.0014640942,0.0026068983,0.02204999,0.000006147108,0.0000029433631,0.0049240733],"study_design_scores_gemma":[0.0056227846,0.00007859,0.67335695,0.0057656593,0.00018929428,0.000016381042,0.060578313,0.010406323,0.2430194,0.00018882335,0.00021904269,0.00055844884],"about_ca_topic_score_codex":0.1285009,"about_ca_topic_score_gemma":0.30635577,"teacher_disagreement_score":0.29528016,"about_ca_system_score_codex":0.00008168943,"about_ca_system_score_gemma":0.000114185175,"threshold_uncertainty_score":0.87730247},"labels":[],"label_agreement":null},{"id":"W4207083611","doi":"10.3390/environments9020015","title":"Environmental and Economic Impacts of Mismanaged Plastics and Measures for Mitigation","year":2022,"lang":"en","type":"article","venue":"Environments","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Plastic pollution; Government (linguistics); Business; Natural resource economics; Plastic waste; Production (economics); Timeline; Consumption (sociology); Cleaner production; Municipal solid waste; Environmental planning; Economics; Pollution; Waste management; Environmental science; Engineering; Ecology; Geography","score_opus":0.005137358334707545,"score_gpt":0.17561509586676835,"score_spread":0.1704777375320608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207083611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972145,0.000089199944,0.0018582888,0.000038687427,0.000094829906,0.00022241777,0.00034360035,0.0000038430667,0.00013465901],"genre_scores_gemma":[0.99892294,0.00009840381,0.00071882235,0.00003841445,0.000013169123,0.00002394056,0.000030850784,0.000011984363,0.00014144671],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99927145,0.00003363916,0.00016457506,0.00022228698,0.00015253188,0.00015554379],"domain_scores_gemma":[0.9996432,0.00008561093,0.00010170295,0.000090898924,1.3490704e-7,0.000078460245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016474533,0.00010320626,0.00010641615,0.000025818354,0.00020499031,0.000008189387,0.000065081775,0.000026493695,0.0007946677],"category_scores_gemma":[0.00001225041,0.0001132245,0.000022017659,0.000012138997,0.00016697856,0.00006537797,0.00020784106,0.0000610598,0.000020370311],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021913138,0.00022300471,0.24583498,0.000028627985,0.00007723636,0.0000032839962,0.00096960197,0.013426137,0.7220539,0.0002274384,0.0025038926,0.014432807],"study_design_scores_gemma":[0.0019546722,0.0005402528,0.9112424,0.0000062435915,0.000097431664,0.000029152327,0.00030869275,0.012225207,0.0143382,0.0009715473,0.057917256,0.00036894187],"about_ca_topic_score_codex":0.000042706088,"about_ca_topic_score_gemma":0.000012294193,"teacher_disagreement_score":0.7077157,"about_ca_system_score_codex":0.00016905069,"about_ca_system_score_gemma":0.0000030913418,"threshold_uncertainty_score":0.8701054},"labels":[],"label_agreement":null},{"id":"W4210271843","doi":"10.3390/environments9020020","title":"Dissolution of Silver Nanoparticles in Stratified Estuarine Mesocosms and Silver Accumulation in a Simple Planktonic Freshwater Trophic Chain","year":2022,"lang":"en","type":"article","venue":"Environments","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Silver nanoparticle; Environmental chemistry; Plankton; Trophic level; Food chain; Dissolution; Daphnia magna; Seawater; Chemistry; Ecology; Nanoparticle; Materials science; Biology; Nanotechnology","score_opus":0.021536657290747475,"score_gpt":0.25051730032196995,"score_spread":0.22898064303122248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210271843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994147,0.00006063726,0.000020785912,0.00013431115,0.00001880417,0.0002923526,0.000037595695,0.000007988531,0.000012835552],"genre_scores_gemma":[0.99950176,0.000010475422,0.0002149014,0.000022388891,0.0000067959927,0.00017389524,0.000019225812,0.000009111383,0.000041425425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989227,0.00011724186,0.00030522072,0.00024193605,0.00021288142,0.00020001021],"domain_scores_gemma":[0.9996442,0.000048066064,0.00008859542,0.00018330799,0.0000014979914,0.00003430415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033517767,0.00008758235,0.00014071155,0.00006468499,0.00008595127,0.000013649521,0.00010229662,0.000024787421,0.0006949379],"category_scores_gemma":[0.000012179893,0.00008569291,0.000017868108,0.000116841096,0.00006255654,0.00012498155,0.00012485308,0.000063072475,0.00001596879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036658792,0.00023971758,0.04598527,0.000004332623,0.000001826171,0.0000018474468,0.0003972478,0.0047867442,0.9478698,0.00024227513,0.000009480293,0.00042482163],"study_design_scores_gemma":[0.0007096554,0.00006598967,0.4555009,0.0000065486665,0.0000072197577,0.000001149055,0.00019771763,0.0053278427,0.5363343,0.0013788486,0.0003593175,0.000110562534],"about_ca_topic_score_codex":0.0002703589,"about_ca_topic_score_gemma":0.00029252254,"teacher_disagreement_score":0.41153553,"about_ca_system_score_codex":0.00009177356,"about_ca_system_score_gemma":0.000008831759,"threshold_uncertainty_score":0.76090825},"labels":[],"label_agreement":null},{"id":"W4220663317","doi":"10.3390/environments9030035","title":"Precipitation and Temperature Trends and Cycles Derived from Historical 1890–2019 Weather Data for the City of Ottawa, Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Environments","topic":"Climate variability and models","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Climatology; Precipitation; Environmental science; Frost (temperature); Climate change; Arctic oscillation; North Atlantic oscillation; Geography; Atmospheric sciences; Meteorology; Geology; Northern Hemisphere; Oceanography","score_opus":0.019841068967217716,"score_gpt":0.214248739489809,"score_spread":0.19440767052259128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220663317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794275,0.00016398537,0.000076208846,0.00071314455,0.00010622971,0.00016380087,0.00069771375,0.0000025546744,0.00013364616],"genre_scores_gemma":[0.9971017,0.00002413322,0.0005316627,0.000120492354,0.000010903481,0.000030636056,0.0001975172,0.0000070932224,0.0019758467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991861,0.00004668499,0.00013187087,0.00030425133,0.00022340278,0.00010771715],"domain_scores_gemma":[0.9993882,0.00014684047,0.00006181076,0.00036050897,4.653953e-7,0.000042131265],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017907443,0.0000828623,0.00010147439,0.000007661228,0.0002282026,0.000008076577,0.00021434527,0.000027370004,0.0019761035],"category_scores_gemma":[0.000013475319,0.00006703801,0.000013275969,0.000028953793,0.00007202314,0.000096030155,0.0004929313,0.00009662982,4.84905e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010080678,0.00024787665,0.93023443,0.000006287687,0.00007512684,0.0000015650074,0.003187963,0.0028084978,0.032529406,0.00002322649,0.021994028,0.008790778],"study_design_scores_gemma":[0.0003232235,0.000037277565,0.8934017,0.0000011581741,0.00003671305,7.552179e-7,0.00009450967,0.0009059013,0.0001141141,0.00013619264,0.10486498,0.000083487364],"about_ca_topic_score_codex":0.77476496,"about_ca_topic_score_gemma":0.7695925,"teacher_disagreement_score":0.08287095,"about_ca_system_score_codex":0.00069368945,"about_ca_system_score_gemma":0.000016110112,"threshold_uncertainty_score":0.99893624},"labels":[],"label_agreement":null},{"id":"W4282960228","doi":"10.3390/environments9060072","title":"Analogue Application of Behaviour and Transport of Naturally Occurring Strontium in Cold-Region Aquatic Environments to 90Sr","year":2022,"lang":"en","type":"article","venue":"Environments","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Strontium; Carbonate; Precipitation; Calcite; Strontium carbonate; Environmental science; Calcium carbonate; Environmental chemistry; Chemistry; Mineralogy; Meteorology","score_opus":0.005330826613597488,"score_gpt":0.20125994538547784,"score_spread":0.19592911877188035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282960228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98960215,0.000028837978,0.009524061,0.000052981977,0.000031039035,0.0005090234,0.000025006755,0.0000035640605,0.00022331224],"genre_scores_gemma":[0.99928296,0.000012969114,0.00025127092,0.00007817654,0.0000028606203,0.00010424586,0.00002468994,0.000012986296,0.00022982563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872416,0.00005843608,0.00030924514,0.0003191949,0.00042260234,0.00016636497],"domain_scores_gemma":[0.9996129,0.000017776676,0.000099039695,0.00019762549,3.563606e-7,0.00007228552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017170262,0.0001245345,0.00017911845,0.000082921375,0.000059683232,0.000001875382,0.00018050965,0.00003404178,0.0001674693],"category_scores_gemma":[0.0000028018803,0.00014234784,0.00003924409,0.00014761403,0.00010347143,0.00012694475,0.00008133591,0.00012715635,0.000013024406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003379904,0.00031263847,0.93085086,0.0000044482913,0.000010502659,0.0000043778996,0.00069690443,0.0048445715,0.05985923,0.000034098557,0.000008659626,0.0033398736],"study_design_scores_gemma":[0.0006769319,0.00013025463,0.9895269,0.0000050574668,0.000021331167,0.0000019773408,0.00020229806,0.00064246776,0.0065889694,0.000015158152,0.0020630662,0.00012555161],"about_ca_topic_score_codex":0.00034683183,"about_ca_topic_score_gemma":0.000112095215,"teacher_disagreement_score":0.05867604,"about_ca_system_score_codex":0.0002560128,"about_ca_system_score_gemma":0.0000031220939,"threshold_uncertainty_score":0.58047765},"labels":[],"label_agreement":null},{"id":"W4283027574","doi":"10.3390/environments9060073","title":"Incorporating Industrial and Climatic Covariates into Analyses of Fish Health Indicators Measured in a Stream in Canada’s Oil Sands Region","year":2022,"lang":"en","type":"article","venue":"Environments","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Alberta Environment and Protected Areas","funders":"Environment and Climate Change Canada; Alberta Environment and Parks","keywords":"Covariate; Environmental science; Fish migration; Upstream (networking); Precipitation; Regression analysis; Fish <Actinopterygii>; Physical geography; Statistics; Hydrology (agriculture); Ecology; Geography; Fishery; Biology; Meteorology; Mathematics","score_opus":0.023832084800149214,"score_gpt":0.2368344859523967,"score_spread":0.2130024011522475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283027574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991897,0.000058362653,0.000074350006,0.0002748937,0.000049931463,0.00014761653,0.000008861055,0.000004072204,0.00019225801],"genre_scores_gemma":[0.99849486,0.00009951099,0.0009262736,0.0003211274,0.000005144338,0.000039780083,0.000025687534,0.000017864482,0.000069727466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793583,0.00025615245,0.0005586125,0.00036586667,0.00058278197,0.00030072947],"domain_scores_gemma":[0.9992411,0.000044240183,0.00038334687,0.00020980892,2.1961488e-7,0.00012124752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004098762,0.00018174798,0.0003314517,0.00004161147,0.00014163885,0.000005933018,0.00020754553,0.000048108006,0.00028718077],"category_scores_gemma":[0.000020394802,0.00019619665,0.000026439056,0.00034705756,0.00016543288,0.00011623818,0.00048815098,0.0002891056,0.0000015699195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033144377,0.00014112327,0.88213736,0.000008781176,0.000010719381,0.000017501303,0.00068026304,0.100871034,0.0003848491,0.000003284681,0.00007584201,0.015636118],"study_design_scores_gemma":[0.0014606289,0.00016218821,0.9876301,0.000025613872,0.000012795068,0.00000618896,0.0029333516,0.0069360286,0.00007786574,0.00010850042,0.00040175568,0.00024497896],"about_ca_topic_score_codex":0.68666804,"about_ca_topic_score_gemma":0.3813916,"teacher_disagreement_score":0.3052764,"about_ca_system_score_codex":0.0034986169,"about_ca_system_score_gemma":0.00012577759,"threshold_uncertainty_score":0.9148761},"labels":[],"label_agreement":null},{"id":"W4283075861","doi":"10.3390/environments9060074","title":"Calibration and Validation of Calcium Carbonate Precipitation Potential (CCPP) Model for Strontium Quantification in Cold Climate Aquatic Environments","year":2022,"lang":"en","type":"article","venue":"Environments","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge; University of Regina","funders":"","keywords":"Strontium; Precipitation; Environmental science; Surface water; Water quality; Isotopes of strontium; Carbonate; Hydrology (agriculture); Soil science; Geology; Chemistry; Environmental engineering; Ecology; Meteorology","score_opus":0.017099264461707772,"score_gpt":0.20913474925381648,"score_spread":0.1920354847921087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283075861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661276,0.0000634141,0.03297646,0.000040619598,0.0000931933,0.00042899078,0.00021599577,0.0000045292677,0.0000492243],"genre_scores_gemma":[0.99753094,0.000032266704,0.0006372335,0.000016640874,0.000012138931,0.00003709817,0.0014603764,0.0000051897573,0.0002681317],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897754,0.000068918795,0.00027059132,0.00024871624,0.00025500887,0.00017923179],"domain_scores_gemma":[0.99968046,0.000022873597,0.00013588824,0.00012172058,9.4895796e-7,0.000038090908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027309763,0.000094589064,0.00010826923,0.00005194529,0.0001247922,0.000017987608,0.000085593594,0.000036251764,0.00007754874],"category_scores_gemma":[0.0000065362015,0.00010433058,0.000025762914,0.000041842955,0.000035704383,0.00022771962,0.000023757277,0.000064588916,0.0000028656043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010738927,0.000096567164,0.19182466,0.000036040878,0.000012618902,6.3508816e-7,0.0006449378,0.7170237,0.089383475,0.00001611364,0.000016719387,0.0008371792],"study_design_scores_gemma":[0.0005696826,0.000075293836,0.106456056,0.0000037092263,0.000020121375,7.5416074e-7,0.00016299651,0.8733361,0.018947067,0.00025158125,0.000071540795,0.00010513737],"about_ca_topic_score_codex":0.00015664945,"about_ca_topic_score_gemma":0.000032700635,"teacher_disagreement_score":0.1563124,"about_ca_system_score_codex":0.000024832065,"about_ca_system_score_gemma":0.000011216995,"threshold_uncertainty_score":0.42544776},"labels":[],"label_agreement":null},{"id":"W4293060121","doi":"10.3390/environments9070080","title":"Enhanced Exoelectrogenic Activity of Cupriavidus metallidurans in Bioelectrochemical Systems through the Expression of a Constitutively Active Diguanylate Cyclase","year":2022,"lang":"en","type":"article","venue":"Environments","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Comisión Nacional de Investigación Científica y Tecnológica","keywords":"Biofilm; Strain (injury); Chemistry; Biochemistry; Microbiology; Bacteria; Biology","score_opus":0.008417572729105418,"score_gpt":0.20959202739169436,"score_spread":0.20117445466258893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293060121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758357,0.00009361903,0.0009587438,0.000033542634,0.000073632495,0.0004724507,0.000057885933,0.0000049847986,0.0007215849],"genre_scores_gemma":[0.9996154,0.00010689641,0.000060080623,0.000018704763,0.00000891179,0.00006611351,0.000016156095,0.000009301633,0.000098439705],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858904,0.0002169469,0.00027195085,0.0002963597,0.00036833875,0.0002573893],"domain_scores_gemma":[0.99940425,0.00006300292,0.00027559832,0.00022330674,0.000001427946,0.000032384767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019630833,0.00014028128,0.00021812334,0.000022979513,0.000104510815,0.0000041115227,0.00027837002,0.00005028019,0.00073653716],"category_scores_gemma":[0.000015332369,0.00010828147,0.00008227498,0.00021298471,0.00028149027,0.00014574362,0.00027642958,0.00022019738,0.000014187003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018981686,0.00030407394,0.0005926322,0.000007491596,0.000016117117,0.0000014995203,0.0008758636,0.0023515697,0.995231,0.000018364442,0.000022626893,0.0003889713],"study_design_scores_gemma":[0.00050687115,0.00013014337,0.004144171,0.000008249876,0.000020805717,0.0000027950616,0.00018227364,0.00012489014,0.9936296,0.00006423187,0.0010758479,0.000110154186],"about_ca_topic_score_codex":0.00042936698,"about_ca_topic_score_gemma":0.000019893587,"teacher_disagreement_score":0.0035515388,"about_ca_system_score_codex":0.00034633133,"about_ca_system_score_gemma":0.000014607115,"threshold_uncertainty_score":0.80645657},"labels":[],"label_agreement":null},{"id":"W4307633021","doi":"10.3390/environments9110135","title":"Water Purification and Electrochemical Oxidation: Meeting Different Targets with BDD and MMO Anodes","year":2022,"lang":"en","type":"article","venue":"Environments","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrolysis; Chemical oxygen demand; Electrochemistry; Chemistry; Degradation (telecommunications); Alkalinity; Anode; Electrode; Bulk electrolysis; Cathode; Organic matter; Water treatment; Environmental chemistry; Wastewater; Environmental engineering; Cyclic voltammetry; Organic chemistry; Environmental science","score_opus":0.004350163834065851,"score_gpt":0.18072971743846988,"score_spread":0.17637955360440402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307633021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729794,0.00006482242,0.0017301755,0.00035541868,0.000013066436,0.000222167,0.0000026461007,0.000019125417,0.00029461703],"genre_scores_gemma":[0.9965077,0.000042984797,0.0022874752,0.000102254904,0.0000094272955,0.00013394094,0.00009459531,0.000016218444,0.0008053806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989315,0.00005039169,0.00012298467,0.00038340627,0.0002966922,0.00021500257],"domain_scores_gemma":[0.9997068,0.000012635157,0.000047620233,0.00015742905,5.5772114e-7,0.00007494529],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006994902,0.00014011317,0.00009208558,0.000017931161,0.0003008691,0.000018050063,0.0000727996,0.000018919638,0.0009997681],"category_scores_gemma":[0.0000022159877,0.00010079382,0.000010069893,0.000030488723,0.000108893146,0.00015925441,0.00026335096,0.0000849654,0.000040574327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034537235,0.00011209275,0.09173658,0.0000022495356,0.00001385253,0.000003305309,0.00052645395,0.00038662466,0.90530604,0.000008190984,0.000026975427,0.0018430904],"study_design_scores_gemma":[0.0007562803,0.00018586604,0.13972178,0.000003012602,0.000027032242,0.000026878415,0.00013305152,0.00024356369,0.8471347,0.00040325135,0.011125025,0.00023954459],"about_ca_topic_score_codex":0.000008758274,"about_ca_topic_score_gemma":0.0000024881722,"teacher_disagreement_score":0.058171343,"about_ca_system_score_codex":0.0002310396,"about_ca_system_score_gemma":9.346745e-7,"threshold_uncertainty_score":0.99991345},"labels":[],"label_agreement":null},{"id":"W4323569779","doi":"10.3390/environments10030048","title":"Qualitative and Quantitative Changes in Soil Organic Compounds in Central European Oak Forests with Different Annual Average Precipitation","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Soil water; Soil carbon; Environmental chemistry; Environmental science; Soil organic matter; Leaching (pedology); Total organic carbon; Chemistry; Carbon fibers; Precipitation; Soil science; Soil test; Materials science; Meteorology","score_opus":0.02236423552842352,"score_gpt":0.24651412779256635,"score_spread":0.22414989226414284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323569779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99928075,0.000025865704,0.00000271177,0.0003192237,0.000029337833,0.00015587297,0.000058852074,0.000019963196,0.00010739388],"genre_scores_gemma":[0.99947804,0.00009500864,0.0000138655205,0.000054791188,0.000017224178,0.000012404182,0.00019089997,0.0000023532655,0.000135426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894184,0.00030338642,0.00011858386,0.00022994464,0.00016307212,0.00024317119],"domain_scores_gemma":[0.99969727,0.00016436327,0.000049557635,0.00002908442,0.0000031394961,0.00005658217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020163313,0.00011912683,0.00012331016,0.000028525166,0.000045566107,0.000018324712,0.000072589406,0.00003128636,0.000024674093],"category_scores_gemma":[0.00001923176,0.000052668132,0.000013562347,0.00020906756,0.00006597019,0.0000755489,0.00006118058,0.000089340734,0.000020013988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002186187,0.00029156372,0.888873,0.000012488597,0.000030175726,0.00006952404,0.046313427,0.00029489328,0.057602435,0.00017124291,0.000045414585,0.006077236],"study_design_scores_gemma":[0.00040084,0.0003214562,0.987879,0.000021117194,0.0000028994327,9.206058e-7,0.009308044,0.0013708574,0.0003400524,0.0001881609,0.000042547494,0.00012414544],"about_ca_topic_score_codex":0.000117060845,"about_ca_topic_score_gemma":0.022391466,"teacher_disagreement_score":0.09900598,"about_ca_system_score_codex":0.00005771642,"about_ca_system_score_gemma":0.0000014603359,"threshold_uncertainty_score":0.99544734},"labels":[],"label_agreement":null},{"id":"W4372295607","doi":"10.3390/environments10050078","title":"A Review of Control Charts and Exploring Their Utility for Regional Environmental Monitoring Programs","year":2023,"lang":"en","type":"review","venue":"Environments","topic":"Advanced Statistical Process Monitoring","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Control chart; Univariate; Control (management); Environmental monitoring; Computer science; Quality (philosophy); Data science; Monitoring and control; Air monitoring; Bar chart; Shewhart individuals control chart; Multivariate statistics; Data mining; Operations research; Environmental science; Engineering; EWMA chart; Machine learning; Artificial intelligence; Statistics","score_opus":0.5852475368745482,"score_gpt":0.4757203869027256,"score_spread":0.10952714997182261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372295607","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000226663,0.9905715,0.0063630217,0.000014364832,0.0004113179,0.0021775272,0.00039760783,0.000029223806,0.000012786998],"genre_scores_gemma":[0.00032146004,0.9960854,0.0011943699,0.000015754376,0.0002545385,0.0017620167,0.000054123666,0.00008276417,0.00022959466],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99531597,0.00024645904,0.0016874634,0.0011020472,0.0011734774,0.00047455725],"domain_scores_gemma":[0.9952505,0.0027236403,0.0010429483,0.0007492861,0.000013105373,0.00022048813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019408657,0.0005255452,0.0021503284,0.00013947356,0.00016556063,0.000046508412,0.0006870156,0.00015127251,0.00003517264],"category_scores_gemma":[0.0011436037,0.00038665804,0.00045358142,0.00022710345,0.0003125269,0.0003108091,0.00032719097,0.00030667812,0.000089299785],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007204936,0.000057036646,0.00022831257,0.016784798,0.00008080334,0.0000026917935,0.000038366972,4.513565e-7,0.0000014561588,0.0000112465195,0.000049555954,0.9827381],"study_design_scores_gemma":[0.00027459534,0.00007580846,0.00022062691,0.048688073,0.00024824662,0.0000062182157,0.00009097633,0.000017728642,0.000004358518,0.001392521,0.9486436,0.0003372074],"about_ca_topic_score_codex":0.0000010990999,"about_ca_topic_score_gemma":8.0836074e-8,"teacher_disagreement_score":0.9824009,"about_ca_system_score_codex":0.00014680195,"about_ca_system_score_gemma":0.000031516072,"threshold_uncertainty_score":0.99985856},"labels":[],"label_agreement":null},{"id":"W4380485503","doi":"10.3390/environments10060100","title":"Experimental Study of Grain Dryer Noise Emissions","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Noise Effects and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"Ontario Agri-Food Innovation Alliance; Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Environmental science; Noise (video); Sound (geography); Noise pollution; Range (aeronautics); Grain drying; Grain size; Waste management; Environmental engineering; Noise reduction; Engineering; Materials science; Acoustics; Metallurgy; Mechanical engineering; Composite material","score_opus":0.04774542366880782,"score_gpt":0.4035943057796069,"score_spread":0.3558488821107991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380485503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921318,0.00002384315,0.000021052445,0.00011432629,0.000517831,0.0012827684,0.000006404064,0.00005978325,0.0058421628],"genre_scores_gemma":[0.96460295,0.000012077479,0.000029693972,0.00015303616,0.00006423132,0.0003309141,0.000014548927,0.000023900802,0.03476867],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99863404,0.00025285874,0.0002854174,0.00022604741,0.00029618485,0.00030546996],"domain_scores_gemma":[0.9993657,0.0000801919,0.000100146164,0.00035248467,0.0000021447804,0.00009931694],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003306616,0.00011217161,0.00016555077,0.00008843464,0.00031874832,0.0000019080194,0.00013861127,0.00004989738,0.0015248684],"category_scores_gemma":[0.000021583577,0.000093770184,0.000036875594,0.0001355549,0.000025841724,0.00004695816,0.00038152788,0.00015095125,0.0019620424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016074514,0.00901099,0.2616357,0.00017769267,0.00033290216,0.000112716,0.060698543,0.000265102,0.42772356,0.0005787489,0.23585805,0.003445265],"study_design_scores_gemma":[0.0049803173,0.0010584855,0.77527565,0.000109231,0.00006062892,1.3198785e-7,0.06432225,0.0001255454,0.005567315,0.00010690441,0.14807405,0.00031950537],"about_ca_topic_score_codex":0.00008074101,"about_ca_topic_score_gemma":0.0000044839344,"teacher_disagreement_score":0.5136399,"about_ca_system_score_codex":0.00007518619,"about_ca_system_score_gemma":0.000009306332,"threshold_uncertainty_score":0.99938786},"labels":[],"label_agreement":null},{"id":"W4380992043","doi":"10.3390/environments10060102","title":"Implementing Green Roofs in the Private Realm for City-Wide Stormwater Management in Vancouver: Lessons Learned from Toronto and Portland","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Green roof; Rainwater harvesting; Green infrastructure; Stormwater; Incentive; Environmental planning; Business; Low-impact development; Roof; Civil engineering; Stormwater management; Engineering; Surface runoff; Environmental science; Economics","score_opus":0.033051539543683145,"score_gpt":0.27052703594495997,"score_spread":0.23747549640127683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380992043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640447,0.000023861825,0.00026551887,0.00055567495,0.00006302139,0.0007381197,0.000031671378,0.000016001328,0.0019016699],"genre_scores_gemma":[0.99566734,0.00022352426,0.00048809825,0.00023480454,0.000024267976,0.00015816328,0.000114384595,0.00001807633,0.0030713629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986315,0.000064533306,0.0002377374,0.0003820719,0.00026223148,0.0004219254],"domain_scores_gemma":[0.99957156,0.00008065877,0.00005800851,0.00024959727,3.1546273e-7,0.00003987105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061457674,0.0001324266,0.00011810276,0.000029517108,0.00011288303,0.000021946807,0.00018582988,0.000044346863,0.0003469921],"category_scores_gemma":[0.000008225363,0.00010740187,0.000025468322,0.000081320715,0.000043486874,0.0002425581,0.00031179393,0.0000726951,0.000058124548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025126155,0.00005841112,0.95728624,0.0000076439155,0.000017967333,0.000023986642,0.0028211554,0.00020233743,0.0012094508,0.000023655917,0.0041476586,0.034176372],"study_design_scores_gemma":[0.0009403554,0.000027125361,0.8853109,0.000010937724,0.000012720053,2.2849146e-7,0.0007503795,0.00031415955,0.00019751787,0.0025402138,0.10976424,0.00013125766],"about_ca_topic_score_codex":0.005445352,"about_ca_topic_score_gemma":0.051145066,"teacher_disagreement_score":0.105616584,"about_ca_system_score_codex":0.00028950375,"about_ca_system_score_gemma":0.0000012267658,"threshold_uncertainty_score":0.96616906},"labels":[],"label_agreement":null},{"id":"W4385066506","doi":"10.3390/environments10070128","title":"A Systematic Review of the Latest Research Trends on the Use of Satellite Imagery in Solid Waste Disposal Applications from 2012 to 2021","year":2023,"lang":"en","type":"review","venue":"Environments","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Satellite; Satellite imagery; Land use; Environmental science; Remote sensing; Land cover; Environmental planning; Municipal solid waste; Environmental resource management; Geography; Engineering; Waste management; Civil engineering","score_opus":0.1591671273617667,"score_gpt":0.38083471911489547,"score_spread":0.22166759175312878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385066506","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005555928,0.9904457,0.000009943577,0.00035660708,0.000078347584,0.0072894464,0.00031859803,0.00000613461,0.0014397185],"genre_scores_gemma":[0.000048762868,0.9888676,0.00004201769,0.0001266179,0.000028952678,0.0023905782,0.00006883013,0.00006564713,0.0083609875],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944019,0.0017133822,0.0014401543,0.0006145838,0.0013745549,0.00045546406],"domain_scores_gemma":[0.9952358,0.0012914472,0.0006870596,0.0026801869,0.0000035382795,0.00010197141],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020075655,0.0003731121,0.0014511186,0.00018845781,0.000103521146,0.00002895203,0.0017483123,0.00011447437,0.0011908928],"category_scores_gemma":[0.0002598187,0.00020953108,0.00038910794,0.001788287,0.00032010314,0.00009699186,0.0023496773,0.00052404567,0.003178669],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001718271,0.0013993093,0.00014779977,0.78406173,0.0009242594,0.000023732013,0.00078186375,0.00876617,0.000022844146,0.00022205367,0.017216023,0.18641703],"study_design_scores_gemma":[0.00006187847,0.000029577604,0.00028069317,0.38660303,0.000513496,4.849011e-7,0.000047191745,0.000085576605,0.0000044252847,0.000027073569,0.61209923,0.00024731166],"about_ca_topic_score_codex":0.00032004344,"about_ca_topic_score_gemma":0.00010258246,"teacher_disagreement_score":0.59488326,"about_ca_system_score_codex":0.00050264114,"about_ca_system_score_gemma":0.000012936887,"threshold_uncertainty_score":0.9997222},"labels":[],"label_agreement":null},{"id":"W4385202334","doi":"10.3390/environments10070129","title":"Using Aquatic Mesocosms to Assess the Effects of Soil and Vegetation for Informing Environmental Research","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canada's Oil Sands Innovation Alliance; Innotech Alberta; Shell Canada; Suncor Energy Incorporated; Canadian Natural Resources Limited","keywords":"Mesocosm; Macrophyte; Turbidity; Environmental science; Vegetation (pathology); Exclosure; Hydrology (agriculture); Aquatic plant; Periphyton; Ecology; Ecosystem; Algae; Grazing; Geology; Geotechnical engineering; Biology","score_opus":0.057352298685449804,"score_gpt":0.3263307586216079,"score_spread":0.2689784599361581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385202334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712735,0.000020880661,0.0007132596,0.0001964217,0.00007931518,0.0010074965,0.0000018974854,0.000010454222,0.00084295025],"genre_scores_gemma":[0.9973562,0.00007858357,0.00048614596,0.00017096361,0.000014610094,0.00022109738,0.000005278465,0.000012751037,0.0016543915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989166,0.000079948964,0.00015703676,0.00022221777,0.00032163624,0.0003025578],"domain_scores_gemma":[0.9992036,0.0005269164,0.00005485611,0.00017027794,4.997843e-7,0.00004384034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074086693,0.00009653522,0.00011216778,0.00006227927,0.0004151028,0.0000108399645,0.00015556162,0.000040407227,0.00006054441],"category_scores_gemma":[0.00013789206,0.00007826542,0.0000259571,0.00015421053,0.00030205643,0.0001424409,0.0005752003,0.000076930264,0.0003724268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013021371,0.00041101433,0.76692486,0.00045355555,0.00031932737,0.000017033793,0.009959946,0.017715184,0.15023856,0.0002729458,0.012989031,0.04056833],"study_design_scores_gemma":[0.00050630944,0.000275328,0.97892165,0.000028434259,0.000043675263,7.739573e-7,0.0006424279,0.005812543,0.006533058,0.0011389888,0.00595903,0.00013775102],"about_ca_topic_score_codex":0.00001841829,"about_ca_topic_score_gemma":0.000044294142,"teacher_disagreement_score":0.21199682,"about_ca_system_score_codex":0.00011672581,"about_ca_system_score_gemma":0.0000018632185,"threshold_uncertainty_score":0.4786917},"labels":[],"label_agreement":null},{"id":"W4386629029","doi":"10.3390/environments10090157","title":"Graph-Based Deep Learning Model for Forecasting Chloride Concentration in Urban Streams to Protect Salt-Vulnerable Areas","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakes Environmental (Canada); University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Benchmarking; Environmental science; STREAMS; Artificial neural network; Water quality; Transformer; Hydrology (agriculture); Computer science; Machine learning; Engineering; Ecology; Business","score_opus":0.018991226398575797,"score_gpt":0.22077965324913085,"score_spread":0.20178842685055504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386629029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648034,0.0000023474686,0.033689223,0.000063480475,0.00016308042,0.0010498984,0.00001066104,0.0000799055,0.00013798357],"genre_scores_gemma":[0.9960887,0.000002819012,0.0028690645,0.00006191002,0.000045276232,0.0005276155,0.00009110853,0.000035305355,0.00027819694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985038,0.0000649619,0.0002702165,0.00042847442,0.0002813719,0.00045114922],"domain_scores_gemma":[0.99956447,0.000054977394,0.00009935607,0.00017753863,0.0000014591585,0.000102211925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045480108,0.00016941075,0.00014904856,0.00006895606,0.0002407885,0.000035832676,0.00013420505,0.000072091716,0.00013882833],"category_scores_gemma":[0.00012291517,0.00018491985,0.000048871032,0.00026423472,0.000061462844,0.00022103108,0.00008260608,0.00012318722,0.00029454214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000954901,0.0000268055,0.18674499,0.000008407372,0.000004049023,0.0000029183877,0.00031094707,0.7612826,0.047311865,0.000006380039,0.00006925169,0.004136261],"study_design_scores_gemma":[0.000864429,0.000122009886,0.039190657,0.000027685972,0.000009630328,0.0000017719485,0.00006889195,0.91997087,0.038005717,0.00052977697,0.0009565512,0.00025198385],"about_ca_topic_score_codex":0.00014445327,"about_ca_topic_score_gemma":0.00014098763,"teacher_disagreement_score":0.15868826,"about_ca_system_score_codex":0.0003451897,"about_ca_system_score_gemma":0.000006996496,"threshold_uncertainty_score":0.7540812},"labels":[],"label_agreement":null},{"id":"W4386781511","doi":"10.3390/environments10090159","title":"A Critical Review of Recent Progress in Global Water Reuse during 2019–2021 and Perspectives to Overcome Future Water Crisis","year":2023,"lang":"en","type":"review","venue":"Environments","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reuse; Water scarcity; Water resources; Business; Environmental planning; Groundwater recharge; Natural resource economics; Farm water; Agriculture; Water security; Population; Water conservation; Environmental science; Water resource management; Engineering; Waste management; Geography; Groundwater; Aquifer; Economics","score_opus":0.026834842366521536,"score_gpt":0.306361400671239,"score_spread":0.27952655830471745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386781511","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008310984,0.9877796,2.4467056e-7,0.0022268393,0.00019263933,0.0012562032,0.00010184108,0.000017373108,0.0001142687],"genre_scores_gemma":[0.00014663333,0.99794173,0.00023787917,0.000048792794,0.0001101566,0.00022001177,0.0000825311,0.00005710932,0.0011551564],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969589,0.00024227015,0.0006837383,0.00092827604,0.0005290687,0.00065772457],"domain_scores_gemma":[0.99881375,0.000018446945,0.00007514037,0.000863591,0.0000030493218,0.00022603935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028431788,0.0005400011,0.0012443102,0.00008139003,0.00007662155,0.000031999254,0.0005217,0.00023246143,0.0037839108],"category_scores_gemma":[0.00002401256,0.00030293068,0.00022508712,0.00021400466,0.00021373917,0.00019025053,0.0019208677,0.00023278104,0.0026531112],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024885882,0.0056263055,0.023845073,0.23508711,0.0018954591,0.0028569004,0.019273676,0.00001336184,0.00038849938,0.00003231076,0.02473891,0.68599355],"study_design_scores_gemma":[0.0004109717,0.00012263606,0.0037750567,0.020217663,0.0004854914,0.000036861835,0.00017576908,1.17326806e-7,0.00018747673,0.000040664203,0.97386307,0.00068420934],"about_ca_topic_score_codex":0.000028599425,"about_ca_topic_score_gemma":0.000007955486,"teacher_disagreement_score":0.94912416,"about_ca_system_score_codex":0.00078741764,"about_ca_system_score_gemma":0.0000060705943,"threshold_uncertainty_score":0.9999423},"labels":[],"label_agreement":null},{"id":"W4387369820","doi":"10.3390/environments10100176","title":"Volatilization or Recovery of Fairway Foliar Nitrogen Fertilizer via Time and Spray Oil Inclusion","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Turfgrass Adaptation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Urea; Fertilizer; Coated urea; Nitrogen; Volatilisation; Agronomy; Ammonia volatilization from urea; Nutrient; Chemistry; Animal science; Horticulture; Biology","score_opus":0.008720577280316362,"score_gpt":0.20977694644725728,"score_spread":0.20105636916694092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387369820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993675,0.000023493765,0.0017956577,0.00016321703,0.000075205586,0.00016153065,0.000010603024,0.000048488084,0.0040468215],"genre_scores_gemma":[0.96497786,0.00020943026,0.0006581241,0.00014664516,0.000010378836,0.00001590408,0.000043298867,0.000020644584,0.03391774],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998945,0.000047198864,0.000206343,0.00026221204,0.00036622214,0.00017299775],"domain_scores_gemma":[0.99961215,0.000028786422,0.00009390425,0.00019319785,0.0000010024457,0.00007096682],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018813439,0.00011772036,0.00011740408,0.000054057607,0.00015929478,0.000009061543,0.00011689881,0.000050752482,0.0038101717],"category_scores_gemma":[0.000021601649,0.00010055413,0.000031819924,0.00019165463,0.00008581142,0.0002028771,0.00088803074,0.000040546733,0.0016391313],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037732368,0.000445305,0.090493776,0.00006209576,0.00010900117,0.00003094498,0.0025466615,0.013197043,0.5515708,0.00007564564,0.009291393,0.33180004],"study_design_scores_gemma":[0.0025203028,0.0004680338,0.7272436,0.00006142816,0.00011717761,0.0000047251265,0.00020912942,0.038062055,0.043679442,0.0045844144,0.18224436,0.00080534874],"about_ca_topic_score_codex":0.00004428399,"about_ca_topic_score_gemma":0.00002773853,"teacher_disagreement_score":0.6367498,"about_ca_system_score_codex":0.00008926377,"about_ca_system_score_gemma":0.0000022783968,"threshold_uncertainty_score":0.99913824},"labels":[],"label_agreement":null},{"id":"W4388081881","doi":"10.3390/environments10110188","title":"Effects of Substituting Activated Carbon with Titanium-Dioxide-Coated Cenospheres in Conventional Aquarium Filters","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cenosphere; Nitrite; Filtration (mathematics); Pollutant; Nitrate; Chemistry; Filter (signal processing); Materials science; Pulp and paper industry; Waste management; Environmental engineering; Environmental science; Composite material; Fly ash; Mathematics; Engineering; Organic chemistry","score_opus":0.005158333391168464,"score_gpt":0.19890874510733741,"score_spread":0.19375041171616894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388081881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984569,0.000009231334,0.0002762265,0.00003232371,0.000055634806,0.00036458383,0.000004220646,0.000044304106,0.00075658434],"genre_scores_gemma":[0.9980586,0.000014468823,0.0007778778,0.00001888105,0.00000608694,0.000047400885,0.00004931647,0.000022271777,0.0010050994],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987481,0.00004461985,0.00021696558,0.00032977373,0.0003694774,0.00029104028],"domain_scores_gemma":[0.99956936,0.00007164305,0.000118101205,0.00017706706,0.0000011468005,0.0000627111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008007022,0.00016658883,0.0001623747,0.000047220503,0.000041227584,0.0000050795124,0.00012636809,0.00005127019,0.00036280783],"category_scores_gemma":[0.000016063539,0.00014743395,0.000028733877,0.00033314765,0.00015325873,0.00015915178,0.00010730956,0.00008604039,0.00032851525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064280954,0.00017232436,0.26418048,0.00001529094,0.000032526284,0.00006627565,0.00021609543,0.018530253,0.7164134,0.000008561636,0.00002968537,0.00027084618],"study_design_scores_gemma":[0.0010042572,0.000059829028,0.44912603,0.000032784257,0.000011028138,0.0000011762104,0.00004580515,0.00027107485,0.5491249,0.00003395928,0.00017770646,0.00011147134],"about_ca_topic_score_codex":0.00026432303,"about_ca_topic_score_gemma":0.00003526542,"teacher_disagreement_score":0.18494555,"about_ca_system_score_codex":0.0003292246,"about_ca_system_score_gemma":0.0000050306517,"threshold_uncertainty_score":0.6012182},"labels":[],"label_agreement":null},{"id":"W4388140834","doi":"10.3390/environments10110190","title":"A Comparative Study of Heavy Metal Pollution in Ambient Air and the Health Risks Assessment in Industrial, Urban and Semi-Urban Areas of West Bengal, India: An Evaluation of Carcinogenic, Non-Carcinogenic, and Additional Lifetime Cancer Cases","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Scheme for Promotion of Academic and Research Collaboration; Ministry of Education, India","keywords":"Environmental science; Health risk assessment; Particulates; West bengal; Pollution; Industrial city; Heavy metals; Environmental health; Environmental engineering; Industrial area; Air pollution; Environmental chemistry; Human health; Toxicology; Water resource management; Chemistry; Socioeconomics; Biology; Ecology; Industrial zone","score_opus":0.09058713701929749,"score_gpt":0.3563319887849566,"score_spread":0.2657448517656591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388140834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965406,0.0004665759,0.0000019065903,0.00013346836,0.000044966917,0.002144773,0.00063333724,0.0000039182855,0.000030456884],"genre_scores_gemma":[0.9990021,0.00037630193,0.00003984502,0.00004461253,0.000019592333,0.00038489877,0.000106024854,0.000016361355,0.000010274528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99586177,0.0013190436,0.00081435835,0.00054616155,0.0011558458,0.0003028172],"domain_scores_gemma":[0.99886453,0.00024986136,0.0004080802,0.00032906316,0.000004979772,0.00014345699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028731914,0.00025025784,0.00065173826,0.00017448724,0.00011449955,0.000007094911,0.0001475081,0.000098476885,0.0004651696],"category_scores_gemma":[0.000056634122,0.00021421607,0.00003984655,0.00033924542,0.00079678965,0.00022507359,0.00035454068,0.0002857289,0.0000033206434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018125678,0.0011173497,0.97535926,0.000016087582,0.00007971472,0.0000033605634,0.007819249,0.012332016,0.002297557,0.0000025979105,0.00016114817,0.00063040695],"study_design_scores_gemma":[0.004916658,0.0008562494,0.9827618,0.00005439288,0.00011415812,0.000003530398,0.004338724,0.0046850354,0.0020444614,0.00002134568,0.000047431924,0.00015622628],"about_ca_topic_score_codex":0.007982626,"about_ca_topic_score_gemma":0.0022046154,"teacher_disagreement_score":0.0076469807,"about_ca_system_score_codex":0.00073080184,"about_ca_system_score_gemma":0.00007542352,"threshold_uncertainty_score":0.9986233},"labels":[],"label_agreement":null},{"id":"W4388971221","doi":"10.3390/environments10120203","title":"Municipal Sustainability and Climate Planning: A Study of 38 Canadian Local Governments’ Plans and Reports","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Government of Ontario","keywords":"Sustainability; Business; Descriptive statistics; Climate change; Sample (material); Plan (archaeology); Environmental planning; Sustainability reporting; Environmental resource management; Private sector; Geography; Economic growth; Economics","score_opus":0.009847299053011519,"score_gpt":0.23461477434489733,"score_spread":0.22476747529188582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388971221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990195,0.00008170647,0.000077004435,0.000015723697,0.000060921113,0.0003509716,0.000014732178,0.000046910274,0.00033252305],"genre_scores_gemma":[0.99972785,0.000044610835,0.000017580494,0.0000068284658,0.00000845434,0.00003288304,0.000008024229,0.000021450276,0.00013232848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899286,0.000028617289,0.00020933281,0.00021535472,0.00019699856,0.00035684687],"domain_scores_gemma":[0.999544,0.00003082648,0.000032536103,0.00022729697,0.0000026951943,0.0001626114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026543174,0.00012997194,0.00015782783,0.000085627194,0.000082396364,0.000016619026,0.000052817562,0.00004794124,0.000012723872],"category_scores_gemma":[0.000015311056,0.00013828813,0.00001243954,0.00008752594,0.000055721834,0.00006442031,0.00009021238,0.00009201885,0.0000016002689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010807529,0.00008771431,0.9464784,0.00012365665,0.00008088803,0.0008646522,0.0051366175,0.04540228,0.00015387558,0.000017470225,0.00019024458,0.0014533511],"study_design_scores_gemma":[0.00058631314,0.00018887853,0.9447171,0.000020412464,0.000030985757,0.0000157507,0.038118675,0.012045158,0.00011156215,0.00013498936,0.003821213,0.00020895556],"about_ca_topic_score_codex":0.0038736267,"about_ca_topic_score_gemma":0.00087270467,"teacher_disagreement_score":0.03335712,"about_ca_system_score_codex":0.00036792905,"about_ca_system_score_gemma":0.000015742527,"threshold_uncertainty_score":0.5855791},"labels":[],"label_agreement":null},{"id":"W4389307112","doi":"10.3390/environments10120213","title":"Environmental Impact Assessment of Plastic Waste Management Scenarios in the Canadian Context","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Life-cycle assessment; Plastic waste; Context (archaeology); Environmental impact assessment; Environmental economics; Ecological footprint; Environmental science; Zero waste; Environmental resource management; Waste management; Business; Sustainability; Engineering; Production (economics)","score_opus":0.008552849248595805,"score_gpt":0.22647943223238176,"score_spread":0.21792658298378595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389307112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950474,0.000011188781,0.00018800044,0.00006296226,0.0001663528,0.0003758026,0.00008802665,0.0000075152866,0.0040527494],"genre_scores_gemma":[0.9992097,0.000061192986,0.00008028899,0.00010474114,0.000016593496,0.000032915927,0.00006265055,0.000016092492,0.00041580867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823254,0.00009438215,0.0002920733,0.00030193548,0.00057479227,0.00050426705],"domain_scores_gemma":[0.99932885,0.00011734282,0.00009047897,0.00031418036,2.9208258e-7,0.00014885557],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004280853,0.00019216117,0.0001546776,0.00013626371,0.00017006209,0.000023546143,0.00035457345,0.0000691578,0.0024635717],"category_scores_gemma":[0.000011500112,0.00014696381,0.00008661631,0.0002521559,0.00019823523,0.000086163986,0.00016392721,0.00017460044,0.0015021359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021264466,0.0002794401,0.887088,0.000011476602,0.00008231163,0.00014499205,0.0011765369,0.09235462,0.007499351,0.0002033275,0.0054427343,0.0056959493],"study_design_scores_gemma":[0.00048826804,0.000081238286,0.98315364,0.000015717538,0.000024076951,0.00000400014,0.000488573,0.010198583,0.00008132881,0.000055404937,0.005255116,0.00015403086],"about_ca_topic_score_codex":0.011260291,"about_ca_topic_score_gemma":0.021061365,"teacher_disagreement_score":0.09606566,"about_ca_system_score_codex":0.0008915865,"about_ca_system_score_gemma":0.000018385925,"threshold_uncertainty_score":0.9992753},"labels":[],"label_agreement":null},{"id":"W4389559997","doi":"10.3390/environments10120217","title":"New Graph-Based and Transformer Deep Learning Models for River Dissolved Oxygen Forecasting","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakes Environmental (Canada); University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Benchmarking; Mean squared error; Water quality; Watershed; Computer science; Transformer; Environmental science; Artificial neural network; STREAMS; Data mining; Machine learning; Hydrology (agriculture); Statistics; Mathematics; Engineering; Ecology","score_opus":0.04237375490471945,"score_gpt":0.22818375069933974,"score_spread":0.1858099957946203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389559997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8398508,0.00002125744,0.1584696,0.00019814426,0.000060044895,0.00037124683,0.0000061202386,0.00012467301,0.0008981203],"genre_scores_gemma":[0.9831772,0.000019146919,0.014659051,0.0001603351,0.000032499815,0.000044036686,0.00004092336,0.000043298096,0.0018235453],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998415,0.000040839037,0.00021345813,0.0004904169,0.00029859494,0.0005416699],"domain_scores_gemma":[0.99943936,0.00012807881,0.000069312926,0.00014791742,8.773663e-7,0.00021444727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029368015,0.00020930926,0.00017682709,0.00004945045,0.00034109893,0.000027564502,0.00016495616,0.000105941996,0.0004255772],"category_scores_gemma":[0.000051198516,0.00019187698,0.00008981783,0.00019755797,0.00019606015,0.0002047655,0.00008077805,0.00015455039,0.00024027053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005271426,0.000035446912,0.015472401,0.000010793943,0.000019601308,0.000008052351,0.00079977594,0.896075,0.007979016,0.000017313894,0.00035872534,0.07917112],"study_design_scores_gemma":[0.0011726477,0.00022003027,0.028769348,0.000020136926,0.00004020296,0.000003070499,0.000025144307,0.95133686,0.00091326475,0.0068946755,0.010244607,0.00036003627],"about_ca_topic_score_codex":0.00007120074,"about_ca_topic_score_gemma":0.000011720599,"teacher_disagreement_score":0.14381054,"about_ca_system_score_codex":0.00007954938,"about_ca_system_score_gemma":0.0000033064139,"threshold_uncertainty_score":0.7824516},"labels":[],"label_agreement":null},{"id":"W4391432378","doi":"10.3390/environments11020028","title":"Celerity of Ice Breakup Front in the Regulated Peace River, Canada, and Implications for the Recharge of the Peace–Athabasca Delta","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada; BC Hydro","keywords":"Breakup; Hydropower; Environmental science; Snow; Hydrology (agriculture); Groundwater recharge; Climatology; Geology; Geography; Meteorology; Engineering","score_opus":0.009036850195579772,"score_gpt":0.19455972742820998,"score_spread":0.18552287723263022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391432378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932721,0.0013884368,0.0005715556,0.0032895403,0.00013591647,0.00037771827,0.00070049305,0.0000027893088,0.00026140147],"genre_scores_gemma":[0.9987713,0.00047505778,0.00013298371,0.00014425653,0.000014656301,0.0000035731869,0.000039698032,0.0000023341506,0.000416148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994266,0.00005548668,0.0001376386,0.00012333663,0.00013676133,0.00012018174],"domain_scores_gemma":[0.99929464,0.00040487933,0.0000520796,0.0002257672,0.0000030811611,0.000019557938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026996067,0.00006567369,0.0000738139,0.000009509293,0.00012934986,0.000007965288,0.0002492059,0.000026576081,0.00008220914],"category_scores_gemma":[0.00002024846,0.000032894975,0.00003194272,0.00006434512,0.0001476643,0.00004584777,0.000022224061,0.00009722135,0.0000015576039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037554222,0.000050867933,0.95133454,0.0000804189,0.00008443906,0.0000015559143,0.004949017,0.0013354652,0.0002609569,0.00045486438,0.004627406,0.036782913],"study_design_scores_gemma":[0.000086665015,0.00001724472,0.97502553,0.000017130133,0.000030665316,0.000004053768,0.0004361167,0.00917723,0.000030725507,0.00024263987,0.014889925,0.000042074957],"about_ca_topic_score_codex":0.2618013,"about_ca_topic_score_gemma":0.2881027,"teacher_disagreement_score":0.03674084,"about_ca_system_score_codex":0.000011877566,"about_ca_system_score_gemma":0.000052873816,"threshold_uncertainty_score":0.7431144},"labels":[],"label_agreement":null},{"id":"W4396579434","doi":"10.3390/environments11050090","title":"Aquatic Bacterial Community Connectivity: The Effect of Hydrological Flow on Community Diversity and Composition","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beta diversity; Transect; Environmental science; Ecology; Microbial population biology; Community structure; STREAMS; Alpha diversity; Ecosystem; Aquatic ecosystem; Hydrology (agriculture); Biodiversity; Biology; Geology","score_opus":0.013741782713932981,"score_gpt":0.21793572195055033,"score_spread":0.20419393923661736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396579434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998515,0.0000125811475,0.00004756301,0.00011914018,0.00013609623,0.00022860008,0.000019761914,0.000018804849,0.00090244866],"genre_scores_gemma":[0.999689,0.000013793832,0.0000132774685,0.00017793833,0.0000126361,0.000006727932,0.00005287128,0.000005756137,0.000028033757],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9947954,0.004729769,0.00011509409,0.00011361196,0.00009918866,0.00014694827],"domain_scores_gemma":[0.9974816,0.0020330236,0.000041538085,0.00040441478,3.171636e-7,0.000039121234],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011739666,0.00013415268,0.00019284635,0.000016324753,0.0019806933,0.0000098687115,0.0003478984,0.00010921316,0.001197757],"category_scores_gemma":[0.000039244464,0.00009248674,0.00005178534,0.00005411113,0.0008885919,0.00008101741,0.0021451039,0.00096910156,0.00019001473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021583475,0.0018229724,0.31730413,0.0001676594,0.00038582788,0.000021463788,0.020496223,0.0036192564,0.63263226,0.00016504033,0.0030208002,0.018206026],"study_design_scores_gemma":[0.0010450665,0.004452174,0.9692116,0.000044055865,0.00013115333,0.000019009842,0.00011499378,0.003228526,0.017252458,0.0023777974,0.0018639193,0.00025927296],"about_ca_topic_score_codex":0.00094705675,"about_ca_topic_score_gemma":0.00022345505,"teacher_disagreement_score":0.65190744,"about_ca_system_score_codex":0.00008255129,"about_ca_system_score_gemma":0.0000011280583,"threshold_uncertainty_score":0.99971527},"labels":[],"label_agreement":null},{"id":"W4396625970","doi":"10.3390/environments11050094","title":"Assessing the Interpretability–Performance Trade-Off of Artificial Neural Networks Using Sentinel Fish Health Data","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Environment and Parks","keywords":"Interpretability; Artificial neural network; Machine learning; Computer science; Artificial intelligence; Proxy (statistics); Ecology; Data mining; Biology","score_opus":0.06129989081271294,"score_gpt":0.3264110105046933,"score_spread":0.26511111969198037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396625970","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45808548,0.0005662669,0.5371698,0.0034060734,0.00047952135,0.00020010368,0.000010006593,0.000048989124,0.00003374946],"genre_scores_gemma":[0.99784505,0.00007615829,0.0013183121,0.00055060594,0.00016243465,0.000005013425,0.00001941939,0.00000952788,0.0000134873035],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878275,0.00008283734,0.00031321592,0.00039661027,0.00019066215,0.00023390068],"domain_scores_gemma":[0.99883366,0.00008728799,0.00009160416,0.00093733484,0.0000013230762,0.000048820348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003868762,0.000104862556,0.000119427736,0.000020880048,0.00019325387,0.00023320847,0.0009640195,0.000027866592,0.000007925313],"category_scores_gemma":[0.0000037273028,0.00007758706,0.00003849176,0.00022653711,0.000092394395,0.0008025186,0.00058964844,0.00020880661,0.000003238958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025495906,0.00014608265,0.003987502,0.00004917073,0.00003661311,0.000003630333,0.00038861926,0.084638044,0.001405349,0.0006566458,0.0021776855,0.9065081],"study_design_scores_gemma":[0.000024620429,0.000010135044,0.011406795,0.000038018756,0.00000645404,0.0000067557444,0.000012003671,0.9848628,0.00008635919,0.000056672507,0.0034209096,0.0000684487],"about_ca_topic_score_codex":0.000007189379,"about_ca_topic_score_gemma":0.0000015400061,"teacher_disagreement_score":0.90643966,"about_ca_system_score_codex":0.000035057306,"about_ca_system_score_gemma":0.000021061951,"threshold_uncertainty_score":0.3163908},"labels":[],"label_agreement":null},{"id":"W4396666516","doi":"10.3390/environments11050096","title":"A Droplet-Based Microfluidic Impedance Flow Cytometer for Detection of Micropollutants in Water","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Microfluidics; Electrical impedance; Flow (mathematics); Chromatography; Materials science; Chemistry; Nanotechnology; Mechanics; Engineering; Electrical engineering; Physics","score_opus":0.005192234501988898,"score_gpt":0.1945249369834572,"score_spread":0.1893327024814683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396666516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93134,0.0007055553,0.06741345,0.000023414446,0.00028486585,0.00014139939,0.000028380116,0.000043998607,0.000018976763],"genre_scores_gemma":[0.99934477,0.00009804942,0.0003332827,0.000014260347,0.000035599576,0.000018985473,0.000004988164,0.000027268636,0.00012279129],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994414,0.000008717049,0.00016384533,0.00014082597,0.00007002125,0.00017521536],"domain_scores_gemma":[0.99986386,0.00001619722,0.0000057850525,0.000087761466,0.0000011679807,0.000025227308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006869814,0.00009363324,0.00010487323,0.00011029733,0.000014373518,0.000011273516,0.000037549577,0.00006946737,0.00004356776],"category_scores_gemma":[0.000003074682,0.00007669217,0.00006689998,0.00007445888,0.000025112446,0.00004628608,0.0000074953227,0.00007577524,0.0000631329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011848085,0.00001338,0.000030995798,0.000088814355,0.000014892849,0.000002729986,0.00003104271,0.0008054893,0.97669756,4.0346586e-7,0.000026981637,0.02227587],"study_design_scores_gemma":[0.00021060731,0.00003845809,0.0006669587,0.000033992776,0.00001152174,0.0000011307187,0.000003966683,0.16315632,0.82917994,0.000031791133,0.0065847235,0.00008061592],"about_ca_topic_score_codex":0.0000043614077,"about_ca_topic_score_gemma":0.0000024255512,"teacher_disagreement_score":0.16235083,"about_ca_system_score_codex":0.000091975795,"about_ca_system_score_gemma":0.0000016159165,"threshold_uncertainty_score":0.3127416},"labels":[],"label_agreement":null},{"id":"W4396864602","doi":"10.3390/environments11050100","title":"Integrating Wastewater-Based Epidemiology and Mobility Data to Predict SARS-CoV-2 Cases","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Univariate; Pandemic; Multivariate statistics; Epidemiology; Coronavirus disease 2019 (COVID-19); Public health; Multivariate analysis; Econometrics; Computer science; Data science; Environmental health; Data mining; Statistics; Medicine; Economics; Mathematics; Nursing","score_opus":0.15249546721062562,"score_gpt":0.3709868548136182,"score_spread":0.21849138760299258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396864602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99588245,0.0004154527,0.0021067401,0.00053676526,0.00024929747,0.00034665156,0.00006171367,0.00012837183,0.0002725832],"genre_scores_gemma":[0.9925206,0.0000060196976,0.004401917,0.0027399026,0.00012566963,0.000028910907,0.000060812177,0.000026710235,0.00008949728],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853194,0.000107677915,0.00033786,0.0006236556,0.00012986842,0.00026899355],"domain_scores_gemma":[0.9986643,0.0006033257,0.000040241423,0.00061631325,0.000003312573,0.00007248582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007573088,0.0001695216,0.00027596063,0.00009289213,0.00007207964,0.000018242672,0.00011329245,0.000083855266,0.000033015625],"category_scores_gemma":[0.0016984872,0.00013602496,0.000037558668,0.00010021919,0.00010460163,0.00009911634,0.00020836807,0.00024117649,0.00014178902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006129251,0.00011170411,0.043180007,0.00011017861,0.000054767905,0.000178297,0.00011676755,0.0000075782486,0.9397089,0.0000065440413,0.0011495313,0.015314452],"study_design_scores_gemma":[0.0008713842,0.00075514195,0.024645446,0.0005059797,0.00016399869,0.00045693995,0.00015132446,0.040128876,0.8496672,0.00009447182,0.08226779,0.00029145033],"about_ca_topic_score_codex":0.000158702,"about_ca_topic_score_gemma":0.00002177885,"teacher_disagreement_score":0.09004168,"about_ca_system_score_codex":0.000092929564,"about_ca_system_score_gemma":0.00002450187,"threshold_uncertainty_score":0.5546937},"labels":[],"label_agreement":null},{"id":"W4399428870","doi":"10.3390/environments11060121","title":"What Occurs within the Mangrove Ecosystems of the Douala Region in Cameroon? Exploring the Challenging Governance of Readily Available Woody Resources in the Wouri Estuary","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Mangrove; Overexploitation; Geography; Context (archaeology); Ecosystem; Environmental resource management; Ecosystem services; Urbanization; Natural resource; Sustainability; Sustainable management; Environmental planning; Ecology; Environmental science","score_opus":0.017498190583271057,"score_gpt":0.19735081096621143,"score_spread":0.17985262038294036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399428870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944964,0.0015223227,0.000011992385,0.0009925137,0.0006207682,0.0006544587,0.000009680586,0.000008980447,0.0016828617],"genre_scores_gemma":[0.997229,0.0012650073,0.000006736961,0.000067218876,0.000040570474,0.00011532257,0.0000017459344,0.000025231911,0.0012492142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977628,0.00035471428,0.0005081852,0.00037791015,0.0006808751,0.00031552746],"domain_scores_gemma":[0.9984828,0.0003517591,0.00026134122,0.000876502,9.998853e-7,0.000026568456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013291832,0.00020671799,0.00021377346,0.000030850515,0.00014075714,0.00007848601,0.0010240499,0.00005790185,0.00005807268],"category_scores_gemma":[0.000035274126,0.000099445,0.00009374634,0.0003888793,0.00022922967,0.00051778666,0.0005215838,0.00038828418,0.00010506287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022359095,0.00066917634,0.6529378,0.0006556406,0.00018992166,0.000229596,0.18454562,0.13599126,0.005412505,0.0012795517,0.0041392506,0.013726089],"study_design_scores_gemma":[0.000966491,0.00019868932,0.8318296,0.004114819,0.00009117003,0.00010759987,0.0755234,0.045923226,0.0015016153,0.0006074392,0.03844826,0.00068767153],"about_ca_topic_score_codex":0.0022565483,"about_ca_topic_score_gemma":0.0072764284,"teacher_disagreement_score":0.17889181,"about_ca_system_score_codex":0.00030743197,"about_ca_system_score_gemma":0.000008875526,"threshold_uncertainty_score":0.40604177},"labels":[],"label_agreement":null},{"id":"W4400806945","doi":"10.3390/environments11070155","title":"Heated Aeration for Nitrite-Oxidizing Bacteria (NOB) Control in Anammox-Integrated Membrane-Aerated Biofilm Reactors (MABR)","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Aeration; Biofilm; Anammox; Oxidizing agent; Nitrite; Microbiology; Chemistry; Bacteria; Biology; Denitrification; Organic chemistry; Nitrate; Nitrogen","score_opus":0.009810291566446973,"score_gpt":0.2181701131181475,"score_spread":0.20835982155170052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400806945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973371,0.00012668026,0.00052994926,0.00023759082,0.00032950644,0.00097103516,0.00011663209,0.00011623888,0.00023525622],"genre_scores_gemma":[0.9933974,0.00004768978,0.003278269,0.00013800996,0.000059417544,0.00013968223,0.00065268576,0.00006153208,0.0022253166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979411,0.00012822084,0.00043764387,0.00066353806,0.00029321056,0.0005363374],"domain_scores_gemma":[0.999453,0.00008326757,0.000062799,0.00025747638,0.000002470115,0.00014097562],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029103522,0.00036120706,0.000302356,0.00013703665,0.0001290027,0.00014103387,0.00017986706,0.00017506155,0.0015734405],"category_scores_gemma":[0.000017280903,0.00030913332,0.00012308641,0.00035822619,0.00009764769,0.0004819404,0.000053100248,0.00017731934,0.0008591165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018989139,0.0001717566,0.008931564,0.000012697826,0.00007730656,0.00006190273,0.00022867197,0.00034524637,0.98786783,0.0000065081845,0.0006046921,0.0015019382],"study_design_scores_gemma":[0.0046512117,0.0003638295,0.026792053,0.0001197604,0.00015483255,0.000019412162,0.0001722994,0.022351934,0.89223003,0.00012275107,0.052240483,0.0007814001],"about_ca_topic_score_codex":0.00046967663,"about_ca_topic_score_gemma":0.00013059679,"teacher_disagreement_score":0.09563779,"about_ca_system_score_codex":0.0006452691,"about_ca_system_score_gemma":0.000015123096,"threshold_uncertainty_score":0.9999361},"labels":[],"label_agreement":null},{"id":"W4402481521","doi":"10.3390/environments11090199","title":"Climate Change Adaptation through Renewable Energy: The Cases of Australia, Canada, and the United Kingdom","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Climate change; Diversification (marketing strategy); Environmental resource management; Natural resource economics; Greenhouse gas; Business; Adaptation (eye); Climate change mitigation; Psychological resilience; Energy policy; Resilience (materials science); Environmental planning; Environmental economics; Economics; Geography; Engineering; Ecology","score_opus":0.0678489948052852,"score_gpt":0.24647237159017857,"score_spread":0.17862337678489337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402481521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98200166,0.0016086736,0.0005062848,0.0039448435,0.0007019646,0.0005045012,0.00027687327,0.000051008115,0.010404159],"genre_scores_gemma":[0.9969082,0.00024782625,0.000060328435,0.00039468962,0.00004724126,0.000072141695,0.000017167986,0.000016382257,0.0022360184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988258,0.00010988081,0.0001870916,0.0002519447,0.0003576267,0.00026768626],"domain_scores_gemma":[0.99948657,0.00016669637,0.00006723093,0.00024455768,0.0000010812845,0.00003389695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015688245,0.00015431798,0.00013239073,0.00001613118,0.00023291836,0.000022452177,0.00017631934,0.000034558696,0.00023057898],"category_scores_gemma":[0.000011648377,0.00008733733,0.000032054442,0.00016712768,0.0004956222,0.00016488876,0.00030979258,0.000064270636,0.000015148698],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018366426,0.0012041753,0.09374909,0.0006096636,0.003042096,0.0017226606,0.08967366,0.19077788,0.03067534,0.34544995,0.19169727,0.04956157],"study_design_scores_gemma":[0.0022661597,0.0003296349,0.1434929,0.0002848764,0.00053299277,0.00011308685,0.0031791867,0.016680395,0.02456453,0.040123116,0.7673638,0.0010693044],"about_ca_topic_score_codex":0.93862337,"about_ca_topic_score_gemma":0.66963726,"teacher_disagreement_score":0.57566655,"about_ca_system_score_codex":0.00014441175,"about_ca_system_score_gemma":0.0000050176463,"threshold_uncertainty_score":0.35615128},"labels":[],"label_agreement":null},{"id":"W4403072207","doi":"10.3390/environments11100217","title":"Challenges and Issues of Life Cycle Assessment of Anaerobic Digestion of Organic Waste","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada); University of Windsor","funders":"","keywords":"Anaerobic digestion; Life-cycle assessment; Biodegradable waste; Waste management; Biogas; Sustainability; Scope (computer science); Environmental science; Circular economy; Municipal solid waste; Environmental impact assessment; Monetization; Environmental economics; Engineering; Computer science; Production (economics)","score_opus":0.01735957071523284,"score_gpt":0.26327297631150703,"score_spread":0.2459134055962742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403072207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914248,0.002835215,0.00018312986,0.00017659659,0.00006676982,0.0002023692,0.0000050561757,0.000008641872,0.0050974437],"genre_scores_gemma":[0.9942245,0.00459176,0.0007156063,0.000009773778,0.000012425099,0.000007196389,0.0000035048672,0.000016686146,0.00041857225],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988368,0.00006018926,0.0003118025,0.00026707412,0.00038201865,0.00014211576],"domain_scores_gemma":[0.9994765,0.00003199339,0.000117391915,0.00031089634,9.551944e-7,0.000062299565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025404454,0.00012037754,0.00021561007,0.000047405014,0.000017831571,0.000004851555,0.00016775989,0.00004364794,0.0007873154],"category_scores_gemma":[0.000011076718,0.00011210456,0.000037595964,0.00008405906,0.00020373642,0.00012783807,0.00042841895,0.000066143584,0.000029192981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000810548,0.0024894807,0.10387337,0.0025582653,0.00095980254,0.000028033934,0.011801774,0.20720711,0.48106307,0.007325333,0.00076647307,0.18184622],"study_design_scores_gemma":[0.00063359074,0.00058577553,0.9396234,0.00030278845,0.00013665273,0.0000015625991,0.0015973956,0.02974022,0.02057081,0.00083049113,0.0056305435,0.00034677703],"about_ca_topic_score_codex":0.000075254124,"about_ca_topic_score_gemma":0.000031713942,"teacher_disagreement_score":0.83575004,"about_ca_system_score_codex":0.000072291354,"about_ca_system_score_gemma":0.0000036290235,"threshold_uncertainty_score":0.8620552},"labels":[],"label_agreement":null},{"id":"W4403400572","doi":"10.3390/environments11100222","title":"Chemical Characteristics of Zirconium Chloride and Zirconium Oxide Nanoparticles Driving Toxicity on Lemna minor","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Zirconium; Bioaccumulation; Toxicity; Chemistry; Nanotoxicology; Environmental chemistry; Lemna minor; Acute toxicity; Chloride; Nuclear chemistry; Nanoparticle; Inorganic chemistry; Materials science; Aquatic plant; Nanotechnology; Organic chemistry; Biology; Ecology","score_opus":0.006021949593942303,"score_gpt":0.18058158814071393,"score_spread":0.17455963854677162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403400572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99890226,0.00014278785,0.000013697724,0.00014038105,0.000081879254,0.000046589423,0.000074794254,0.000014129358,0.0005834902],"genre_scores_gemma":[0.99913496,0.000068949565,0.0000946262,0.000067855464,0.000058522004,0.0000010201812,0.00007991423,0.0000032516523,0.00049089873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910784,0.000019715497,0.00020933336,0.00026054744,0.00019565008,0.00020688932],"domain_scores_gemma":[0.9996466,0.00007690222,0.000043693493,0.00012647515,0.0000015656841,0.000104782244],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014424816,0.00012297176,0.00015391516,0.000027510889,0.000055273445,0.000034532106,0.00009480808,0.000047730515,0.0012112501],"category_scores_gemma":[0.000018802617,0.00010690234,0.00005133359,0.00006297407,0.00010749175,0.0000996746,0.000024800334,0.00009638074,0.00016268682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030497766,0.00003486055,0.23171557,0.000040802122,0.000048447982,0.000016031106,0.00007019015,0.00003169582,0.76127535,0.000008364988,0.000049958424,0.0066782455],"study_design_scores_gemma":[0.000071692666,0.000029270721,0.28038564,0.00003008775,0.000035705016,0.000004517524,0.0000427718,0.00079806434,0.71718276,0.000043793898,0.0012755803,0.00010012836],"about_ca_topic_score_codex":0.00008456701,"about_ca_topic_score_gemma":0.000015244834,"teacher_disagreement_score":0.04867007,"about_ca_system_score_codex":0.000007871104,"about_ca_system_score_gemma":0.000005900331,"threshold_uncertainty_score":0.9997018},"labels":[],"label_agreement":null},{"id":"W4404322550","doi":"10.3390/environments11110253","title":"Advancing Water Security and Agricultural Productivity: A Case Study of Transboundary Cooperation Opportunities in the Kabul River Basin","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"International Centre for Integrated Mountain Development","keywords":"Productivity; Agriculture; Water resource management; Water security; Structural basin; Agricultural productivity; Business; Environmental planning; Environmental resource management; Geography; Environmental science; Water resources; Geology; Economic growth; Economics; Ecology; Archaeology","score_opus":0.021446278387984297,"score_gpt":0.25525376043932346,"score_spread":0.23380748205133917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404322550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99648637,0.000107889435,0.000021858723,0.0019083543,0.00008122106,0.00080627855,0.00000532825,0.000016975146,0.0005657156],"genre_scores_gemma":[0.99941355,0.000043009994,0.000011857004,0.00004060151,0.00004649501,0.00004309837,0.000005371044,0.0000064938913,0.0003895284],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986845,0.00043317472,0.00015536186,0.00022534098,0.00031152755,0.0001900952],"domain_scores_gemma":[0.99981296,0.000027965098,0.000013984983,0.00011150062,0.0000029565306,0.000030611693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008081784,0.00009594341,0.00010291989,0.000054897668,0.00031414218,0.00013523987,0.0000929984,0.00002492939,0.000044536777],"category_scores_gemma":[0.000003885609,0.000057013964,0.000020484962,0.00007742274,0.00028272986,0.0003614322,0.000031866333,0.000114106486,0.0000040424557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000092945465,0.00039660235,0.0059293606,0.000046989524,0.00003964651,0.00084709696,0.9872421,0.000094174145,0.00044223672,0.0001289453,0.000054327975,0.004769216],"study_design_scores_gemma":[0.00090236985,0.00038173635,0.039077472,0.000063752675,0.00015031359,0.00012869634,0.7521865,0.00006614219,0.00057333644,0.0003452608,0.20577939,0.00034507934],"about_ca_topic_score_codex":0.0043159807,"about_ca_topic_score_gemma":0.0060532317,"teacher_disagreement_score":0.23505566,"about_ca_system_score_codex":0.000071261966,"about_ca_system_score_gemma":0.00001121108,"threshold_uncertainty_score":0.65245},"labels":[],"label_agreement":null},{"id":"W4404635588","doi":"10.3390/environments11120266","title":"Trends of Ocean Underwater Acoustic Levels Recorded Before, During, and After the 2020 COVID Crisis","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Soundscape; Underwater; Noise (video); Baseline (sea); Environmental science; Ambient noise level; Noise pollution; Oceanography; Environmental resource management; Meteorology; Geography; Sound (geography); Computer science; Geology; Noise reduction","score_opus":0.010814976934940268,"score_gpt":0.22884974367103783,"score_spread":0.21803476673609756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404635588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567086,0.00044852457,0.000053039952,0.00080999197,0.00008109849,0.00012108909,0.000033293774,0.000019900583,0.0027622082],"genre_scores_gemma":[0.9905937,0.0003541174,0.00008319323,0.0003726404,0.000037293237,0.000016695674,0.000002761219,0.00002233781,0.008517311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988488,0.000042669417,0.00021216813,0.00036789026,0.0002865626,0.00024189163],"domain_scores_gemma":[0.99960274,0.000026613843,0.0000410516,0.00025080916,5.0550494e-7,0.00007829805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013450951,0.0001725345,0.00015403458,0.00002312781,0.000100062854,0.000026238244,0.00017109283,0.00004287769,0.0133718625],"category_scores_gemma":[0.00000766538,0.00011444978,0.0000659313,0.0001360808,0.00023102673,0.00012432298,0.00070021546,0.000114593146,0.00035370025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019646203,0.0002827778,0.88374084,0.00038269794,0.00045036877,0.00023469182,0.0054547368,0.0005010183,0.0055646645,0.000020707557,0.045216367,0.057954643],"study_design_scores_gemma":[0.00016519212,0.00008275504,0.9408311,0.000016198212,0.00006895064,0.000012636159,0.00009906933,0.00011523345,0.00022746477,0.00020439354,0.058040604,0.00013637231],"about_ca_topic_score_codex":0.0002793178,"about_ca_topic_score_gemma":0.00032134945,"teacher_disagreement_score":0.05781827,"about_ca_system_score_codex":0.00013537046,"about_ca_system_score_gemma":0.000001961133,"threshold_uncertainty_score":0.98753005},"labels":[],"label_agreement":null},{"id":"W4404921398","doi":"10.3390/environments11120275","title":"Anesthetic Gases: Environmental Impacts and Mitigation Strategies for Fluranes and Nitrous Oxide","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Nitrous oxide; Anesthetic; Environmental science; Anesthesia; Medicine","score_opus":0.019029658290365833,"score_gpt":0.26800486935647233,"score_spread":0.24897521106610648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404921398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833584,0.00057955115,0.00015406184,0.0002566663,0.000022051205,0.00051994337,0.000022881208,0.00003701323,0.00007198947],"genre_scores_gemma":[0.99805325,0.0009230099,0.00006585712,0.00024645167,0.000024824554,0.00007495649,0.000006126328,0.000028456154,0.00057708967],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988716,0.000069799826,0.00012486703,0.00042806217,0.00023305732,0.00027260443],"domain_scores_gemma":[0.9995055,0.00022668557,0.000021594558,0.00012248299,4.445522e-7,0.00012328461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009266384,0.00015236222,0.00011140332,0.000065213346,0.00016613792,0.0001915644,0.000081200466,0.000051815572,0.00002610734],"category_scores_gemma":[0.000026143218,0.00013527353,0.00003253043,0.00004039495,0.000320435,0.00036598515,0.000045517656,0.00010258304,0.000054479773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035913537,0.000048222708,0.0029568556,0.00008110087,0.000004024074,0.00011175033,0.0003189884,0.000008854556,0.9939483,0.00042874512,0.000043493656,0.002013751],"study_design_scores_gemma":[0.0012560707,0.0010263512,0.06755298,0.00013628851,0.000063277155,0.0017332609,0.0009938305,0.005256308,0.8962352,0.005923513,0.019170083,0.00065280474],"about_ca_topic_score_codex":0.000005326769,"about_ca_topic_score_gemma":7.897286e-7,"teacher_disagreement_score":0.09771307,"about_ca_system_score_codex":0.000030019068,"about_ca_system_score_gemma":0.000012136877,"threshold_uncertainty_score":0.5516294},"labels":[],"label_agreement":null},{"id":"W4405326631","doi":"10.3390/environments11120286","title":"Photochemical Degradation of Some Halogenated Anesthetics in Air","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Degradation (telecommunications); Environmental chemistry; Photochemistry; Environmental science; Chemistry; Engineering","score_opus":0.014284012133095306,"score_gpt":0.25595565676498916,"score_spread":0.24167164463189386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405326631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989521,0.00025103134,0.00008726119,0.00022897671,0.000023793677,0.00017887923,0.0000020521443,0.000012360472,0.0002635485],"genre_scores_gemma":[0.99765885,0.00006188747,0.0001911484,0.00017490772,0.000014596371,0.000010322444,0.000070623886,0.000012410962,0.0018052725],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994313,0.000018092669,0.00015205628,0.00014109992,0.00016098905,0.00009645632],"domain_scores_gemma":[0.99981445,0.00001610616,0.000018767245,0.00011015743,0.000001671795,0.00003882225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058545567,0.000070755304,0.00012229466,0.000065587694,0.000006879592,0.0000012357922,0.000035808403,0.000058375113,0.00011872341],"category_scores_gemma":[0.000009081269,0.000060421884,0.000036108093,0.00007583659,0.000053463118,0.000049296843,0.0000125149145,0.000086060216,0.0001133705],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012732035,0.0006347407,0.28928015,0.00013929841,0.000071356626,0.0006321644,0.00057656434,0.000028319426,0.7041577,0.00052001036,0.00045535824,0.0033770269],"study_design_scores_gemma":[0.0012383271,0.00024104415,0.5753444,0.00024550015,0.00007801981,0.00010015629,0.00009713113,0.0018350704,0.40276968,0.0003969905,0.017487172,0.00016651851],"about_ca_topic_score_codex":0.0000072456583,"about_ca_topic_score_gemma":1.9416372e-7,"teacher_disagreement_score":0.30138803,"about_ca_system_score_codex":0.000058499525,"about_ca_system_score_gemma":0.0000123683985,"threshold_uncertainty_score":0.2463933},"labels":[],"label_agreement":null},{"id":"W4406332059","doi":"10.3390/environments12010022","title":"Optimization of Capillary Electrophoresis by Central Composite Design for Separation of Pharmaceutical Contaminants in Water Quality Testing","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capillary electrophoresis; Central composite design; Chromatography; Response surface methodology; Chemistry; Electrolyte; Detection limit; Linear regression; Pharmaceutical formulation; Analytical Chemistry (journal); Mathematics; Electrode","score_opus":0.01612615268899437,"score_gpt":0.2696856840745873,"score_spread":0.25355953138559295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406332059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6366977,0.0034002417,0.35933954,0.000015454438,0.00002195657,0.00041623245,0.00001738174,0.000011949026,0.00007955061],"genre_scores_gemma":[0.9925305,0.0049856086,0.0022455538,0.000017872073,0.0000050282183,0.00006247942,0.00009027798,0.000012879494,0.00004980266],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916536,0.000050758925,0.0003540431,0.00012968686,0.0000852084,0.0002149513],"domain_scores_gemma":[0.9997324,0.000086636515,0.00003667861,0.000109426335,0.0000100294865,0.000024881212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014206955,0.00009772587,0.00017796407,0.00005233793,0.000029496547,0.0000035776973,0.00007754873,0.000061622864,0.00002036486],"category_scores_gemma":[0.000013140017,0.00009488349,0.000026212538,0.00011520749,0.00003406656,0.000038168757,0.000012994052,0.000053601125,0.0000010839884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004989082,0.000074670286,0.0022501932,0.000058253223,0.000031824853,1.14819656e-7,0.000061543884,0.03798227,0.95736325,0.000026741953,0.0017232074,0.00037806664],"study_design_scores_gemma":[0.00052755716,0.000033294942,0.0046716947,0.000016896876,0.00002696343,2.3511625e-7,0.000008937768,0.039279927,0.9545122,0.00004670693,0.0007943623,0.00008121815],"about_ca_topic_score_codex":0.000013200564,"about_ca_topic_score_gemma":3.32861e-7,"teacher_disagreement_score":0.357094,"about_ca_system_score_codex":0.00010193192,"about_ca_system_score_gemma":0.000009648632,"threshold_uncertainty_score":0.38692367},"labels":[],"label_agreement":null},{"id":"W4406362096","doi":"10.3390/environments12010025","title":"Assessing Water Temperature and Dissolved Oxygen and Their Potential Effects on Aquatic Ecosystem Using a SARIMA Model","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Environmental science; Water quality; Aquatic ecosystem; Hydrology (agriculture); Climate change; Ecology; Geology","score_opus":0.006046431546867508,"score_gpt":0.21046539070498052,"score_spread":0.204418959158113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406362096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957914,0.000034057433,0.0016058191,0.0003554023,0.00008196437,0.00031089108,0.0000020677626,0.00001530429,0.0018030999],"genre_scores_gemma":[0.99735326,0.000030028745,0.000336226,0.0006583835,0.000011602213,0.000014840359,0.0000048822935,0.00001040744,0.0015803835],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99909407,0.00006812631,0.00012386162,0.00036793685,0.00009722414,0.00024878295],"domain_scores_gemma":[0.99973917,0.000034170036,0.000031593794,0.0001548756,3.3272954e-7,0.00003985234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014429659,0.00018164943,0.00017563908,0.00003525758,0.00040625772,0.00006197003,0.00008091803,0.00008164175,0.00006584781],"category_scores_gemma":[0.0000069817897,0.0001255557,0.000023747292,0.00003271424,0.00009754347,0.00022373078,0.00044897737,0.00010765136,0.000054289427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020262973,0.00066510396,0.192241,0.00045924648,0.00081319123,0.000085044776,0.0031450966,0.051645406,0.7328759,0.00011696954,0.00426724,0.01348319],"study_design_scores_gemma":[0.002195584,0.00018349981,0.70677495,0.00020752965,0.0002546085,0.000006852919,0.0005265208,0.25502044,0.030163934,0.0022621925,0.0017387143,0.0006651661],"about_ca_topic_score_codex":0.000007991143,"about_ca_topic_score_gemma":0.000023041506,"teacher_disagreement_score":0.70271194,"about_ca_system_score_codex":0.000102768856,"about_ca_system_score_gemma":0.0000015844544,"threshold_uncertainty_score":0.5120013},"labels":[],"label_agreement":null},{"id":"W4407086160","doi":"10.3390/environments12020043","title":"Advances in Graphene-Based Materials for Metal Ion Sensing and Wastewater Treatment: A Review","year":2025,"lang":"en","type":"review","venue":"Environments","topic":"Graphene research and applications","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Graphene; Materials science; Wastewater; Nanotechnology; Sewage treatment; Metal ions in aqueous solution; Metal; Environmental science; Waste management; Engineering; Metallurgy","score_opus":0.032496358244797685,"score_gpt":0.3405574557702278,"score_spread":0.3080610975254301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407086160","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023443885,0.99650633,0.00012636486,0.000039705454,0.00007615753,0.002574181,0.0003800399,0.0000130376675,0.00004973392],"genre_scores_gemma":[0.00005633481,0.99751765,0.00078954065,0.000028487022,0.000029224171,0.0011178505,0.00028260448,0.00002381046,0.00015448977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998197,0.0002352053,0.0004799754,0.00053871475,0.0002054229,0.0003436598],"domain_scores_gemma":[0.9992058,0.00017368548,0.00018050203,0.00035871964,0.0000048641778,0.00007641902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042982987,0.00032477177,0.001102062,0.00016481806,0.00009647189,0.000042733285,0.00014984452,0.00008273318,0.000086423],"category_scores_gemma":[0.00004043098,0.00023215344,0.00018143529,0.00015363711,0.000088526445,0.00012096016,0.000060603455,0.000048661343,0.000045706165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001160253,0.00011558322,9.2629176e-7,0.04433228,0.000025089128,0.0000045423376,0.000006656815,0.0000010722749,0.008116691,0.00005042889,0.0000478473,0.94728726],"study_design_scores_gemma":[0.00032998616,0.00006623294,0.0000017810747,0.024027709,0.00032922998,0.000002771082,0.0000019576344,9.658579e-7,0.010407651,0.00016675143,0.9644441,0.00022084944],"about_ca_topic_score_codex":0.000016687143,"about_ca_topic_score_gemma":0.000008778221,"teacher_disagreement_score":0.96439624,"about_ca_system_score_codex":0.00013283743,"about_ca_system_score_gemma":0.00006962131,"threshold_uncertainty_score":0.94669425},"labels":[],"label_agreement":null},{"id":"W4407222076","doi":"10.3390/environments12020054","title":"Advancing Human Health Risk Assessment Through a Stochastic Methodology for Mobile Source Air Toxics","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Human health; Environmental science; Environmental health; Risk analysis (engineering); Environmental planning; Business; Computer science; Medicine","score_opus":0.06203507969981867,"score_gpt":0.43013970260473927,"score_spread":0.36810462290492063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407222076","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091218635,0.00013199805,0.9036934,0.0023501238,0.00021337047,0.0013325328,0.000037625603,0.000049549362,0.00097280677],"genre_scores_gemma":[0.6287067,0.00019518846,0.335875,0.02696386,0.000112449285,0.00075774296,0.00006747377,0.00006265836,0.0072589237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735135,0.00052174117,0.00051085284,0.00054632116,0.00029297554,0.00077676727],"domain_scores_gemma":[0.9985611,0.00046878774,0.00031014773,0.00044693367,0.0000016342075,0.00021140205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018031037,0.00022824448,0.00038488698,0.000036995454,0.00084938906,0.000012862868,0.0002664335,0.00012237874,0.00052765606],"category_scores_gemma":[0.0001368865,0.00023072201,0.00009227895,0.00012817407,0.0002084637,0.00020939198,0.0002826469,0.00030367405,0.00011604329],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024156079,0.0025060198,0.057159726,0.0005008203,0.00026818115,0.0000041948297,0.015462891,0.5713842,0.0073863976,0.0030818684,0.07823871,0.26376545],"study_design_scores_gemma":[0.0032051066,0.002072979,0.20102713,0.00012375058,0.00011026715,0.000004439143,0.0020676244,0.006839247,0.0013361118,0.033189718,0.749275,0.00074859057],"about_ca_topic_score_codex":0.0006278379,"about_ca_topic_score_gemma":0.00019120329,"teacher_disagreement_score":0.67103636,"about_ca_system_score_codex":0.0011917988,"about_ca_system_score_gemma":0.000052287956,"threshold_uncertainty_score":0.94085705},"labels":[],"label_agreement":null},{"id":"W4407389429","doi":"10.3390/environments12020063","title":"Late 20th Century Hypereutrophication of Northern Alberta’s Utikuma Lake","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Assembly of First Nations; Carleton University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Archaeology; Physical geography; Geography; Oceanography","score_opus":0.003919660578054275,"score_gpt":0.19197321562753492,"score_spread":0.18805355504948065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407389429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587076,0.00005143406,0.00050946925,0.00014896311,0.00015867772,0.00020542066,0.000019905247,0.000008201995,0.040190376],"genre_scores_gemma":[0.98757726,0.00008168719,0.00022733111,0.000107792104,0.00001262285,0.000013877165,0.000038622977,0.0000106374,0.011930147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990701,0.000040389066,0.00026797692,0.00024077436,0.00020351062,0.00017722603],"domain_scores_gemma":[0.9994184,0.00003883608,0.00012785856,0.00036505042,0.000001157827,0.000048691036],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001029067,0.00012264944,0.00016093219,0.000023632243,0.00006554014,0.0000063725633,0.00020777078,0.000072939394,0.0015751629],"category_scores_gemma":[0.000012927089,0.000114135124,0.00005111716,0.00010409561,0.0000917233,0.00007761146,0.00013649855,0.00007947918,0.0008195177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016632743,0.00017518763,0.98189527,0.000021122272,0.00003939043,0.0000015761249,0.00027217125,0.0039884048,0.0053210156,0.0005564833,0.00040932617,0.0073034484],"study_design_scores_gemma":[0.0004779142,0.000041021012,0.8004063,0.00003845235,0.000034587138,0.0000012689516,0.000041053754,0.0040350095,0.0006045413,0.0006949717,0.19342998,0.00019491518],"about_ca_topic_score_codex":0.00046102892,"about_ca_topic_score_gemma":0.0040941425,"teacher_disagreement_score":0.19302066,"about_ca_system_score_codex":0.00010593591,"about_ca_system_score_gemma":0.0000061742526,"threshold_uncertainty_score":0.99995846},"labels":[],"label_agreement":null},{"id":"W4407710934","doi":"10.3390/environments12020069","title":"Spatial and Temporal Climate Change Vulnerability Assessment in the West Bank, Palestine","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centres de Recerca de Catalunya; Canadian Institute for Advanced Research","keywords":"Palestine; West bank; Vulnerability (computing); Climate change; Geography; Spatial change; Vulnerability assessment; Physical geography; Environmental resource management; Environmental science; History; Oceanography; Geology; Ancient history; Computer science; Psychology; Computer security","score_opus":0.03923060166482931,"score_gpt":0.27707178850971426,"score_spread":0.23784118684488495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407710934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872336,0.00011052513,0.0000011944313,0.011177458,0.00007387749,0.0004522944,0.00007140454,0.000014432948,0.0008652563],"genre_scores_gemma":[0.9981472,0.00024846356,0.000022122615,0.0012049824,0.000113394715,0.00008362618,0.00012563827,5.392061e-7,0.000054068998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898577,0.00014847553,0.0001656368,0.00026205296,0.0001781722,0.00025988746],"domain_scores_gemma":[0.999702,0.00012463587,0.000054666674,0.00007208928,0.000002614617,0.00004402959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040475672,0.00013588725,0.00013110561,0.000008524692,0.00016037255,0.00005464909,0.0001704151,0.00007288243,0.00027192634],"category_scores_gemma":[0.000022154458,0.00004155752,0.000029156794,0.00015077279,0.000065405875,0.00009596713,0.00012934457,0.0001811015,0.000015319005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010436352,0.00020225252,0.943812,0.000008619182,0.000003130876,0.0000059391996,0.00017329391,3.0796596e-7,0.010128096,0.00004499154,0.00015817619,0.045452718],"study_design_scores_gemma":[0.00017880894,0.00008034817,0.9909255,0.000023814979,0.000007530791,0.0000021723204,0.00039066517,0.000035773286,0.00006917312,0.000103843086,0.008091108,0.00009129874],"about_ca_topic_score_codex":0.0006200251,"about_ca_topic_score_gemma":0.0033223014,"teacher_disagreement_score":0.047113426,"about_ca_system_score_codex":0.00005351487,"about_ca_system_score_gemma":0.0000013984292,"threshold_uncertainty_score":0.29774025},"labels":[],"label_agreement":null},{"id":"W4408405220","doi":"10.3390/environments12030088","title":"Hidden Contaminants: The Presence of Per- and Polyfluoroalkyl Substances in Remote Regions","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contamination; Environmental chemistry; Environmental science; Chemistry; Biology; Ecology","score_opus":0.01247089661108422,"score_gpt":0.2641279946161769,"score_spread":0.2516570980050927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408405220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96918553,0.014311958,0.00023302672,0.00093640474,0.000076876706,0.00034170557,0.000010290236,0.0000075305115,0.014896681],"genre_scores_gemma":[0.9863469,0.0037440963,0.0002706014,0.00013760263,0.000009190891,0.000016282078,0.000002295472,0.000008084216,0.009464932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984741,0.00014589867,0.0002691694,0.00035683747,0.000394903,0.0003590507],"domain_scores_gemma":[0.99923915,0.00017520525,0.000071235125,0.0004463444,0.0000014702018,0.00006658989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034577993,0.00014719808,0.00018533999,0.000053585423,0.00014258223,0.000018291772,0.00047817067,0.000070526636,0.0005455609],"category_scores_gemma":[0.00004771051,0.00010847239,0.000037992984,0.00026643852,0.0008555464,0.00019648332,0.00031787774,0.00020144854,0.00007589537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076756594,0.00012066508,0.6256471,0.000016758675,0.000021555617,0.0000128508045,0.0016910384,0.000060154885,0.028928068,0.0004785111,0.0017781814,0.3411683],"study_design_scores_gemma":[0.00053516554,0.000044184035,0.9252154,0.000063317435,0.000010194316,0.0000030326323,0.00061058317,0.0005219532,0.006322554,0.0013068571,0.065224946,0.00014178138],"about_ca_topic_score_codex":0.0011484708,"about_ca_topic_score_gemma":0.0010619847,"teacher_disagreement_score":0.34102654,"about_ca_system_score_codex":0.000120211924,"about_ca_system_score_gemma":0.000011165959,"threshold_uncertainty_score":0.59735096},"labels":[],"label_agreement":null},{"id":"W4408893187","doi":"10.3390/environments12040101","title":"Determinants of the Use of Circular Economy Strategies by Stakeholders in the Wood–Forestry Sector in Benin","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Forestry; Business; Circular economy; Community forestry; Natural resource economics; Forest management; Geography; Economics; Ecology","score_opus":0.030801097409663223,"score_gpt":0.21006319475409418,"score_spread":0.17926209734443097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408893187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99703187,0.00006065997,0.00006583388,0.00023310428,0.00006957133,0.0005632086,0.0000036515185,0.000004143861,0.0019679405],"genre_scores_gemma":[0.998889,0.000008552391,0.000015828227,0.00057051895,0.00001614978,0.000048696893,0.000006974593,0.000011033801,0.00043321803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989857,0.000040882198,0.0003499735,0.00020562316,0.00018452678,0.0002332814],"domain_scores_gemma":[0.99930656,0.000058677062,0.00020014048,0.00042634053,0.000004908018,0.0000033927581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003070306,0.00013899736,0.00017690966,0.00018707982,0.00004292691,0.00008342095,0.0004864071,0.000049696784,0.00007076559],"category_scores_gemma":[0.000037820217,0.00010180027,0.00005657075,0.00035841812,0.000117992844,0.000624315,0.00025598492,0.00011744225,0.0000044519816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001551959,0.00020322783,0.98898107,0.0003593044,0.000024361205,0.000011565155,0.00018989867,0.0058034956,0.00025216118,0.0010375987,0.0019952883,0.0011264873],"study_design_scores_gemma":[0.0010298531,0.000007701289,0.9031115,0.00012310443,0.000041573487,1.4391749e-7,0.010040264,0.0025791305,0.00045224946,0.0029306724,0.07950691,0.00017685784],"about_ca_topic_score_codex":0.0010308711,"about_ca_topic_score_gemma":0.00015678533,"teacher_disagreement_score":0.08586955,"about_ca_system_score_codex":0.00007813265,"about_ca_system_score_gemma":0.00001825046,"threshold_uncertainty_score":0.41512945},"labels":[],"label_agreement":null},{"id":"W4409715091","doi":"10.3390/environments12040112","title":"The Role of the Home Environment in Perinatal Depression: A Systematic Review and Meta-Analysis of Observational Epidemiological Studies","year":2025,"lang":"en","type":"review","venue":"Environments","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Alberta","funders":"University of Alberta; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Observational study; Meta-analysis; Epidemiology; Depression (economics); Medicine; Systematic review; Psychiatry; Environmental health; Psychology; MEDLINE; Pathology; Biology","score_opus":0.14656165611215757,"score_gpt":0.39429003024229536,"score_spread":0.2477283741301378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409715091","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010661893,0.9972639,4.959636e-7,0.00019401469,0.000024666415,0.0022855082,0.00009959482,0.0000015282882,0.000023655579],"genre_scores_gemma":[0.0005835725,0.99690765,0.000026545338,0.00018126686,0.0000036639378,0.0008726417,0.000019050962,0.0000069609273,0.0013986588],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99700886,0.0008526309,0.0013760652,0.00027552148,0.0003367049,0.00015024036],"domain_scores_gemma":[0.99732685,0.0011863178,0.0008516512,0.00059070636,0.000003964838,0.000040484432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010069511,0.00025907072,0.004993493,0.00006263562,0.00006764757,0.0000018457474,0.00022652744,0.00009862718,0.00006253503],"category_scores_gemma":[0.0002605992,0.00010265987,0.0010052124,0.00016277563,0.00017974446,0.000017486916,0.00034595336,0.00021926651,0.0000029490145],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066612524,0.000062918414,0.0015701087,0.9648658,0.032784503,0.0000023125822,0.000025932743,0.000002605224,6.785132e-8,0.00006392175,0.00000282646,0.00061231304],"study_design_scores_gemma":[0.00011027497,0.000046263314,0.008779342,0.3088299,0.6664182,0.000012549176,0.000021336658,0.0000027351198,0.0000038124272,0.00008365466,0.015568963,0.00012294146],"about_ca_topic_score_codex":0.0000041570465,"about_ca_topic_score_gemma":8.7651034e-7,"teacher_disagreement_score":0.6560359,"about_ca_system_score_codex":0.00009642836,"about_ca_system_score_gemma":0.00002229664,"threshold_uncertainty_score":0.41863477},"labels":[],"label_agreement":null},{"id":"W4409812991","doi":"10.3390/environments12050138","title":"The Development and Reliability Testing of a Tool to Assess Women’s Perceptions and Avoidance of Endocrine Disruptors in Personal and Household Products","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Reliability (semiconductor); Endocrine system; Perception; Psychology; Social psychology; Reliability engineering; Applied psychology; Medicine; Engineering; Hormone; Internal medicine","score_opus":0.014935632036552978,"score_gpt":0.29117505548698314,"score_spread":0.2762394234504302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409812991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999307,0.00006291973,0.000010770536,0.00016879727,0.000017021515,0.00026469005,0.0000055409373,0.0000044724156,0.00015881319],"genre_scores_gemma":[0.99625003,0.000049288974,0.0033224642,0.000024005996,0.000003963482,0.00005501481,7.164053e-7,0.000005021389,0.00028947112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990556,0.000037881724,0.00024742432,0.00030170035,0.00015320929,0.00020418916],"domain_scores_gemma":[0.99946344,0.00027892878,0.000059656504,0.00014607307,0.0000020784746,0.000049795315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035389562,0.00010759587,0.00014813604,0.00002315859,0.000110996465,0.000011422314,0.000082532024,0.000018006063,0.000009336353],"category_scores_gemma":[0.00048083687,0.00007845985,0.000008295654,0.00011627957,0.00029815556,0.000066301414,0.0003444346,0.00008696749,8.286621e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017718085,0.00008291077,0.8979189,0.00006206415,0.000005602185,8.501459e-7,0.0018023204,0.00011937837,0.091604464,0.000008482277,0.000024080495,0.008353257],"study_design_scores_gemma":[0.00024968584,0.00003996997,0.9810851,0.000055872697,0.0000048039014,0.0000017606736,0.0005528097,0.00008135608,0.016051477,0.00004527551,0.0017459088,0.000085986874],"about_ca_topic_score_codex":0.00008421906,"about_ca_topic_score_gemma":0.000013995262,"teacher_disagreement_score":0.08316622,"about_ca_system_score_codex":0.00012434945,"about_ca_system_score_gemma":0.00000847395,"threshold_uncertainty_score":0.31994998},"labels":[],"label_agreement":null},{"id":"W4410309320","doi":"10.3390/environments12050158","title":"Recent Advances in Remote Sensing and Artificial Intelligence for River Water Quality Forecasting: A Review","year":2025,"lang":"en","type":"review","venue":"Environments","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quality (philosophy); Computer science; Water quality; Remote sensing; Environmental science; Data science; Geography; Ecology","score_opus":0.12810494428934885,"score_gpt":0.36944145321372723,"score_spread":0.24133650892437838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410309320","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004967885,0.991398,0.005829069,0.00012942983,0.00018453387,0.0017191316,0.00002330874,0.000023523466,0.0006433591],"genre_scores_gemma":[0.000010832391,0.9925742,0.0065751076,0.0003138197,0.00003901536,0.000021763493,0.00007401017,0.00003283338,0.0003584307],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965282,0.00039471476,0.0011363325,0.0010119217,0.00032695316,0.0006018779],"domain_scores_gemma":[0.9987455,0.00040359286,0.00031057512,0.0004246269,0.0000025129966,0.00011316771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014548318,0.00049152866,0.0013410117,0.00006800717,0.00014932068,0.000025245132,0.00029276198,0.00025570532,0.00032849057],"category_scores_gemma":[0.0006234588,0.00035289882,0.00020747357,0.00022601828,0.00037772575,0.00013024165,0.00059027114,0.00038020668,0.00018854959],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071499476,0.000028178503,0.0000034532409,0.006448974,0.000008929115,0.000009007672,0.00003842214,0.00012348317,0.0000014588196,0.0000028784896,0.00004027611,0.9932878],"study_design_scores_gemma":[0.000044162247,0.000044964574,0.0000028314657,0.019152686,0.00016107105,0.000013098459,0.0000016362116,0.001077201,0.000009569059,0.002670493,0.9764239,0.000398372],"about_ca_topic_score_codex":0.000032011234,"about_ca_topic_score_gemma":0.00003661024,"teacher_disagreement_score":0.9928894,"about_ca_system_score_codex":0.00045165184,"about_ca_system_score_gemma":0.000012500853,"threshold_uncertainty_score":0.9998923},"labels":[],"label_agreement":null},{"id":"W4410789425","doi":"10.3390/environments12060176","title":"The Influence of Thermal Stress on Cadmium Uptake in Arctic Charr (Salvelinus alpinus) and Its Effects on Indicators of Fish Health and Condition, with Implications for Climate Change","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Environment and Climate Change Canada; Institut national de la recherche scientifique","keywords":"Salvelinus; Arctic; Fish <Actinopterygii>; Climate change; Fishery; Environmental science; Cadmium; Stress (linguistics); Ecology; Biology; Trout; Chemistry","score_opus":0.011762622965211335,"score_gpt":0.2789938302270709,"score_spread":0.26723120726185956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410789425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765164,0.00013603357,0.0000028117108,0.0012701758,0.000015487032,0.00073279353,0.000110952125,0.0000029118428,0.00007719716],"genre_scores_gemma":[0.9982431,0.0005629566,0.00001200314,0.00093421945,0.000004857185,0.00020158902,0.000010060321,0.0000054346574,0.000025758987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993423,0.000039761504,0.00018087827,0.00016542486,0.00011242277,0.00015917397],"domain_scores_gemma":[0.9994889,0.00017251198,0.00015349926,0.00012686817,0.0000020337536,0.000056170415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015280997,0.000092944996,0.00013384545,0.00004357787,0.00015187735,0.0000049797613,0.000068826026,0.000025928917,0.000004507645],"category_scores_gemma":[0.00003982623,0.00006544277,0.000011926301,0.00009432025,0.00017537414,0.000068299276,0.00005473225,0.000054042823,0.0000018358223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011679372,0.00014470491,0.97872967,0.00021718402,0.000038350267,3.0466668e-7,0.0017820161,0.000198775,0.0043048505,0.00080173975,0.00007370862,0.013591933],"study_design_scores_gemma":[0.0005053659,0.0002897909,0.99445695,0.00015762346,0.000008830232,2.5795703e-7,0.00009671871,0.000006078854,0.004015091,0.000069689915,0.00034223375,0.000051398267],"about_ca_topic_score_codex":0.000026631178,"about_ca_topic_score_gemma":0.000032221928,"teacher_disagreement_score":0.015727282,"about_ca_system_score_codex":0.00005238113,"about_ca_system_score_gemma":0.000006298194,"threshold_uncertainty_score":0.26686788},"labels":[],"label_agreement":null},{"id":"W4411090081","doi":"10.3390/environments12060191","title":"Integration of Mosses (Funaria hygrometrica) and Lichens (Xanthoria parietina) as Native Bioindicators of Atmospheric Pollution by Trace Metal Elements in Mediterranean Forest Plantations","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"University of Carthage","keywords":"Lichen; Bioindicator; Mediterranean climate; Botany; Environmental science; Pollution; Ecology; Biology","score_opus":0.008946216035410185,"score_gpt":0.23159952314076504,"score_spread":0.22265330710535486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411090081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984958,0.00026541643,0.00006981348,0.00035545853,0.00007879376,0.00020745961,0.00008895942,0.0000048662328,0.0004334098],"genre_scores_gemma":[0.99917954,0.00019420806,0.00020663365,0.000039550225,0.0000106891475,0.00001883582,0.00011884313,7.2783774e-7,0.00023094392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991737,0.000086742206,0.00028033133,0.00018740006,0.00014367256,0.00012815483],"domain_scores_gemma":[0.99959147,0.00015810889,0.00017390438,0.000034628367,0.0000061101264,0.0000357881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016851752,0.00009538328,0.00017839891,0.000022051332,0.000058414964,0.000006454721,0.000099360615,0.00009124427,0.00015162406],"category_scores_gemma":[0.00011502024,0.000047623897,0.000031395793,0.00047811892,0.00012710903,0.000093185125,0.000045424134,0.000077131386,0.0000033310696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083994404,0.0004933235,0.5747348,0.000011027672,0.00008355891,0.000001063605,0.00058546074,0.000011041353,0.401752,0.00077117636,0.00036534414,0.021107208],"study_design_scores_gemma":[0.0002881606,0.00032955856,0.9778262,0.000014172286,0.0000316022,5.545095e-7,0.00076469954,0.00020357971,0.018886276,0.00037611672,0.0012053227,0.000073756106],"about_ca_topic_score_codex":0.00025904132,"about_ca_topic_score_gemma":0.00020069203,"teacher_disagreement_score":0.4030914,"about_ca_system_score_codex":0.000037942445,"about_ca_system_score_gemma":0.0000059117806,"threshold_uncertainty_score":0.19420461},"labels":[],"label_agreement":null},{"id":"W4412943037","doi":"10.3390/environments12080268","title":"Sustainable Water Resource Management: Challenges and Opportunities","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Water resources management and optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Environmental resource management; Environmental planning; Resource (disambiguation); Resource management (computing); Process management; Environmental science; Computer science","score_opus":0.011301128898305582,"score_gpt":0.16709319164734412,"score_spread":0.15579206274903853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412943037","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060280852,0.0063079996,0.0036283992,0.0008753316,0.0000860501,0.00039818202,8.755229e-7,0.00024711725,0.9281752],"genre_scores_gemma":[0.7037958,0.014507208,0.0002212263,0.00016806083,0.0000218331,0.000047251233,0.000033306624,0.000028993352,0.28117636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994872,0.000011490661,0.00008294275,0.00011712557,0.000070182774,0.00023106554],"domain_scores_gemma":[0.99983025,0.0000032468845,0.0000053463014,0.00013573417,7.9494913e-7,0.000024653242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007806309,0.000094968615,0.00006713646,0.00011068588,0.00006456565,0.000030710402,0.000074964264,0.00002864032,0.000043565033],"category_scores_gemma":[3.2899462e-7,0.00008289254,0.000012040273,0.000015407015,0.000026304628,0.00010796478,0.00016114852,0.000036467824,0.000021523361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008003881,0.00023430567,0.0008294513,0.004869564,0.0015477936,0.0005020133,0.014128461,0.17431661,0.00052066724,0.17594036,0.030306619,0.5967241],"study_design_scores_gemma":[0.0002662181,0.000007053729,0.00136981,0.000018326898,0.000028591176,2.6042565e-7,0.0021011229,0.0017467043,0.0006310657,0.0007883392,0.9929288,0.00011368697],"about_ca_topic_score_codex":6.460628e-7,"about_ca_topic_score_gemma":1.6379859e-7,"teacher_disagreement_score":0.9626222,"about_ca_system_score_codex":0.00002925542,"about_ca_system_score_gemma":2.0305556e-7,"threshold_uncertainty_score":0.33802596},"labels":[],"label_agreement":null},{"id":"W4412974731","doi":"10.3390/environments12080270","title":"Computer Vision for Low-Level Nuclear Waste Sorting: A Review","year":2025,"lang":"en","type":"review","venue":"Environments","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sorting; Low vision; Artificial intelligence; Radioactive waste; Computer science; Computer vision; Environmental science; Waste management; Engineering; Medicine; Optometry; Algorithm","score_opus":0.030890286997957463,"score_gpt":0.2911627968527189,"score_spread":0.2602725098547614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412974731","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000021736128,0.99541426,0.0027082355,0.000008239302,0.00040852383,0.00067627686,0.000043027867,0.000084325075,0.0006549266],"genre_scores_gemma":[0.0000021974643,0.99495864,0.0021612085,0.000106874504,0.0002305377,0.0000832624,0.00013903706,0.000090784786,0.0022274293],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869347,0.000027207954,0.0005341602,0.00032339938,0.00014455762,0.00027721908],"domain_scores_gemma":[0.9994426,0.00006378829,0.00012947027,0.00029744103,0.00000220811,0.0000645429],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016143915,0.00036960866,0.0010230304,0.00007907558,0.000079540405,0.000033634697,0.00025317378,0.00017806339,0.00004994696],"category_scores_gemma":[0.000016740503,0.0003221211,0.0003394644,0.000092363116,0.000015398224,0.00006193449,0.00010548351,0.0002446366,0.00020859939],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.3035352e-7,0.000011715307,4.2344652e-8,0.14839739,0.00005256633,0.0000018562284,0.0000056915824,0.00013710963,0.0000014646414,0.0000039059896,0.015828406,0.83555955],"study_design_scores_gemma":[0.00007947541,0.000015110076,2.2580069e-7,0.13955471,0.00026898758,0.0000031505774,5.06851e-7,0.0012023427,4.4723495e-7,0.0000068930276,0.8586096,0.00025851597],"about_ca_topic_score_codex":2.4273788e-7,"about_ca_topic_score_gemma":5.2985595e-8,"teacher_disagreement_score":0.84278125,"about_ca_system_score_codex":0.00011562821,"about_ca_system_score_gemma":0.00001118733,"threshold_uncertainty_score":0.9999231},"labels":[],"label_agreement":null},{"id":"W4413122263","doi":"10.3390/environments12080272","title":"Pesticide Degradation: Impacts on Soil Fertility and Nutrient Cycling","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Cycling; Nutrient cycle; Environmental science; Degradation (telecommunications); Pesticide degradation; Pesticide; Nutrient; Soil fertility; Soil retrogression and degradation; Fertility; Environmental chemistry; Agronomy; Soil water; Chemistry; Soil science; Ecology; Biology; Forestry; Geography; Computer science; Environmental health","score_opus":0.011794943805435984,"score_gpt":0.21859180540568482,"score_spread":0.20679686160024885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413122263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976559,0.00010111394,0.000012734971,0.0006974245,0.00005611556,0.00007659343,0.000005873738,0.000016929698,0.0013773005],"genre_scores_gemma":[0.9986607,0.000039073664,0.000018050394,0.0005416511,0.000016435622,0.0000055250725,0.000020337886,3.735617e-7,0.0006978761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994668,0.000028701952,0.000084824074,0.0001799216,0.00010966616,0.00013009028],"domain_scores_gemma":[0.9997936,0.00007922354,0.000025555602,0.00004070812,0.000001961972,0.000058982278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008024945,0.00007895933,0.000073965166,0.0000065473246,0.00010705702,0.000022275332,0.00006140103,0.000044007873,0.000051792198],"category_scores_gemma":[0.00002765342,0.00003291363,0.000027694217,0.0000669784,0.00003812198,0.00003181047,0.000045313947,0.000062001636,0.000020058735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021438052,0.0004759449,0.66262037,0.000012902596,0.000048881244,0.00000921807,0.000082984705,0.000082543665,0.22363399,0.0007620771,0.00042430358,0.11163241],"study_design_scores_gemma":[0.000118356525,0.0000575444,0.98886734,0.000010372267,0.000008521634,2.7370868e-7,0.00004571342,0.0005853306,0.00833867,0.00047703984,0.0014254315,0.00006541935],"about_ca_topic_score_codex":0.00005510731,"about_ca_topic_score_gemma":0.00008274355,"teacher_disagreement_score":0.32624695,"about_ca_system_score_codex":0.000039231774,"about_ca_system_score_gemma":0.0000017763921,"threshold_uncertainty_score":0.13421789},"labels":[],"label_agreement":null},{"id":"W4414888865","doi":"10.3390/environments12100362","title":"Assessment of Environmental and Human Health Risks from Heavy Metal Contamination in Community Garden Soils Affected by an Industrial Fire Hazard in New Brunswick, Canada","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Central University of Technology","keywords":"Risk assessment; Health risk assessment; Human health; Hazard; Soil contamination; Environmental hazard; Soil quality; Soil water; Environmental remediation","score_opus":0.02549467743703786,"score_gpt":0.29707444820163736,"score_spread":0.2715797707645995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414888865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99768984,0.00018854444,0.00009421055,0.0002325034,0.00012758942,0.0009117598,0.00015696754,0.000010782414,0.00058780995],"genre_scores_gemma":[0.99820065,0.0001444514,0.00036014194,0.0003211549,0.000018089759,0.00002234013,0.00036845435,0.00002995614,0.0005347747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99561614,0.0015348975,0.00088751235,0.000640758,0.0007786155,0.0005420689],"domain_scores_gemma":[0.99853516,0.00016284276,0.00031494943,0.0006904487,4.9078244e-7,0.0002961248],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010910984,0.0003911877,0.00065163855,0.00008802895,0.00022432792,0.000021861317,0.00046419248,0.00022160221,0.0011655323],"category_scores_gemma":[0.000033432338,0.00044443356,0.000049811166,0.00015606607,0.00037165388,0.0002989728,0.00056092435,0.00085802586,0.000010716194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028173732,0.0013693783,0.9589434,0.000008839698,0.000042276362,0.000007141343,0.0004575164,0.0009606271,0.02284423,0.0000106556145,0.00060622336,0.014721501],"study_design_scores_gemma":[0.0029984484,0.00029020052,0.98969513,0.000058045804,0.000026222822,7.413132e-7,0.00063993386,0.00048920745,0.0036693458,0.00006190958,0.0017681576,0.00030266194],"about_ca_topic_score_codex":0.8524663,"about_ca_topic_score_gemma":0.8392061,"teacher_disagreement_score":0.030751688,"about_ca_system_score_codex":0.0036581184,"about_ca_system_score_gemma":0.00032393791,"threshold_uncertainty_score":0.99980074},"labels":[],"label_agreement":null},{"id":"W4415167592","doi":"10.3390/environments12100376","title":"Ice Jam Flooding of the Drying Peace-Athabasca Delta: Hindsight on the Accuracy of the Traditional Knowledge and Historical Flood Record","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Tributary; Flood myth; Flooding (psychology); Hindsight bias; Historical record; Wetland; Documentation; Flood control","score_opus":0.03789447247050631,"score_gpt":0.22829641668475711,"score_spread":0.1904019442142508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415167592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986899,0.0011942616,0.000007184507,0.0020438773,0.00042547882,0.0001748168,0.000020575286,0.0000024663739,0.00923234],"genre_scores_gemma":[0.99824023,0.00012698334,0.000025079793,0.00012353463,0.000024115174,0.000003177327,0.0000059854947,0.0000014292938,0.0014494661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989893,0.00033631615,0.00017262524,0.0001645484,0.00017843951,0.00015878254],"domain_scores_gemma":[0.9984441,0.0011976718,0.00008585763,0.00024114164,0.000004540249,0.0000267031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035287908,0.00008613543,0.00012485287,0.00003333559,0.00037776073,0.00000529679,0.0003861896,0.000078611076,0.00046599424],"category_scores_gemma":[0.00019154183,0.000042910622,0.00006546915,0.00012762466,0.00030367132,0.000049814073,0.000059837206,0.000299893,0.000027457148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023830651,0.00004523418,0.9970735,0.000012042821,0.000029141698,5.9912594e-7,0.00026786578,0.000043146312,0.00006667383,0.00029703288,0.00092944776,0.0012115212],"study_design_scores_gemma":[0.00020668717,0.00003793172,0.9906142,0.000037053374,0.000022923194,0.000004677045,0.00005025842,0.00036283914,0.0007886383,0.0009041072,0.006927289,0.00004339931],"about_ca_topic_score_codex":0.000073501054,"about_ca_topic_score_gemma":0.0002908138,"teacher_disagreement_score":0.011341229,"about_ca_system_score_codex":0.000007392742,"about_ca_system_score_gemma":0.000034933088,"threshold_uncertainty_score":0.510231},"labels":[],"label_agreement":null},{"id":"W4415817531","doi":"10.3390/environments12110412","title":"Baccilus amyloliquefacins Strains Isolated in a Wastewater Treatment Plant: Molecular Identification and Amylase/Protease Production Capacity","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie; Conservation Action Research Network","keywords":"Bacillus amyloliquefaciens; Wastewater; Sewage treatment; Sewage sludge; Microorganism; Organic matter; Bacillus (shape); Bacteria; Nutrient agar","score_opus":0.007487888787260453,"score_gpt":0.21473289781093072,"score_spread":0.20724500902367027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415817531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981611,0.0000858949,0.00069571444,0.0004469705,0.0001235048,0.000385937,0.000028041162,0.000008880536,0.00006395099],"genre_scores_gemma":[0.9964877,0.00025242494,0.000064292755,0.00007089334,0.000034146207,0.00007071585,0.00044105516,0.000009676919,0.0025691034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918413,0.00006219609,0.0001770242,0.00038912043,0.000062963474,0.0001245469],"domain_scores_gemma":[0.99966896,8.384957e-7,0.000053405034,0.00023737541,0.0000045518063,0.000034871722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007207534,0.00012378143,0.000083497674,0.00006770111,0.000053088814,0.000018502411,0.000042489213,0.0000894103,0.0000130085145],"category_scores_gemma":[0.000017235827,0.00012261372,0.000023052944,0.00006278372,0.000041491152,0.000010496265,0.000029196217,0.00004802618,0.000008551719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056251334,0.00015521301,0.004093998,0.000010000669,0.000026879708,0.0000016742061,0.000112597685,0.000120079625,0.99428225,0.000021636792,0.000031073785,0.0010883401],"study_design_scores_gemma":[0.000483299,0.00008437229,0.06393333,0.000012427603,0.000015371212,0.000005538582,0.00003717729,0.00010488372,0.92923486,0.00003568938,0.005942245,0.00011082266],"about_ca_topic_score_codex":0.000022019756,"about_ca_topic_score_gemma":0.00002261473,"teacher_disagreement_score":0.065047406,"about_ca_system_score_codex":0.00006180904,"about_ca_system_score_gemma":0.000012506165,"threshold_uncertainty_score":0.5000043},"labels":[],"label_agreement":null},{"id":"W4417424576","doi":"10.3390/environments12120495","title":"Identification and Application of Phocaeicola-Specific Conserved Signature DNA Markers for Human Fecal Source Tracking","year":2025,"lang":"en","type":"article","venue":"Environments","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Identification (biology); Gene; Genome; Genetic marker; Marker gene; Fecal coliform; Feces; Human genome; Phylogenetics","score_opus":0.01214766866512682,"score_gpt":0.2529854805241267,"score_spread":0.2408378118589999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417424576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.892491,0.000042307183,0.10608792,0.00022121276,0.000043534626,0.0005579314,0.000010955437,0.000015678335,0.0005294508],"genre_scores_gemma":[0.9966035,0.000008615764,0.00021717114,0.00013508952,0.0000077012355,0.00007284058,0.00004040829,0.0000080155505,0.0029066668],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990792,0.00006705617,0.0002664931,0.00030315737,0.00016219016,0.000121876095],"domain_scores_gemma":[0.9995704,0.000060931667,0.00012253177,0.00020488081,0.0000027112574,0.00003851769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003794419,0.00009753314,0.00011262141,0.000031275675,0.00015389566,0.00002217744,0.00012838695,0.000082946615,0.00010848704],"category_scores_gemma":[0.000015299112,0.00010079781,0.000040259994,0.00007915912,0.00019385901,0.00011296386,0.00007051114,0.000067929395,0.000020929558],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000505202,0.00013569501,0.046932273,0.000033488006,0.000015716065,1.2587745e-7,0.00024983002,0.00010195102,0.90638125,0.00065287837,0.0008105704,0.04463568],"study_design_scores_gemma":[0.0008419647,0.000035981157,0.80878335,0.000013637918,0.000022023358,2.7533196e-7,0.00011646468,0.0014783466,0.14601599,0.0013162185,0.04123551,0.00014022429],"about_ca_topic_score_codex":0.000028260092,"about_ca_topic_score_gemma":0.000012738952,"teacher_disagreement_score":0.7618511,"about_ca_system_score_codex":0.0001125312,"about_ca_system_score_gemma":0.0000017273135,"threshold_uncertainty_score":0.41104156},"labels":[],"label_agreement":null}]}