{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":299,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":299,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"81c058a60528","filters":{"venue":"Ecological Modelling"}},"results":[{"id":"W2145408484","doi":"10.1016/j.ecolmodel.2006.04.023","title":"A standard protocol for describing individual-based and agent-based models","year":2006,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":2964,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Eagle Ridge Hospital","funders":"University of Pittsburgh","keywords":"Computer science; Protocol (science); IBM; Initialization; Process (computing); Software engineering; Workflow; Simple (philosophy); Range (aeronautics); Ecology; Systems engineering; Theoretical computer science; Data science; Industrial engineering; Programming language; Biology; Database; Engineering","authors":[{"name":"Volker Grimm","is_ca":false},{"name":"Uta Berger","is_ca":false},{"name":"Finn Bastiansen","is_ca":false},{"name":"Sigrunn Eliassen","is_ca":false},{"name":"Vincent Ginot","is_ca":false},{"name":"Jarl Giske","is_ca":false},{"name":"J. D. Goss‐Custard","is_ca":false},{"name":"Tamara C. Grand","is_ca":true},{"name":"Simone K. Heinz","is_ca":false},{"name":"Geir Huse","is_ca":false},{"name":"Andreas Huth","is_ca":false},{"name":"Jane Uhd Jepsen","is_ca":false},{"name":"Christian Jørgensen","is_ca":false},{"name":"Wolf M. Mooij","is_ca":false},{"name":"Birgit Müller","is_ca":false},{"name":"Guy Pe’er","is_ca":false},{"name":"Cyril Piou","is_ca":false},{"name":"Steven F. Railsback","is_ca":false},{"name":"Andrew M. Robbins","is_ca":false},{"name":"Martha M. Robbins","is_ca":false},{"name":"Eva Rossmanith","is_ca":false},{"name":"Nadja Rüger","is_ca":false},{"name":"Espen Strand","is_ca":false},{"name":"Sami Souissi","is_ca":false},{"name":"Richard A. Stillman","is_ca":false},{"name":"Rune Vabø","is_ca":false},{"name":"Ute Visser","is_ca":false},{"name":"Donald L. DeAngelis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08946041020786667,"gpt":0.2613194033336,"spread":0.1718589931257334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006928634,0.002234927,0.001862335,0.002175652,0.00176613,0.00673712,0.004255496,0.00441398,0.03139123],"category_scores_gemma":[0.01805509,0.002189653,0.002016985,0.00288359,0.001611091,0.004613908,0.004365826,0.005626519,0.02134967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732045,"about_ca_system_score_gemma":0.004756184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007383072,"about_ca_topic_score_gemma":0.006190901,"domain_scores_codex":[0.9945446,0.001318377,0.001590403,0.0005359465,0.001566782,0.0004439383],"domain_scores_gemma":[0.9877481,0.00411379,0.0006766993,0.004387877,0.002736413,0.0003370981],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005996702,0.0005206893,0.001587089,0.001662375,0.0002900511,0.001353017,0.001151535,0.06068201,0.01297267,0.6387485,0.1584371,0.1219952],"study_design_scores_gemma":[0.0003438922,0.0001402533,0.0005697389,0.0005896575,0.0002227663,0.00089731,0.000220317,0.1416573,0.01994609,0.2351941,0.5999559,0.0002627413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001544557,0.0001662695,0.9560478,0.0004403774,0.0003132201,0.002273757,0.009532635,0.01649009,0.01319122],"genre_scores_gemma":[0.04441688,0.001364892,0.8568448,0.001132826,0.0002141518,0.01707521,0.03392872,0.007184025,0.03783835],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9930714,"threshold_uncertainty_score":0.1050141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990566709","doi":"10.1016/j.ecolmodel.2003.09.003","title":"Ecopath with Ecosim: methods, capabilities and limitations","year":2003,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1900,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental science; Computer science; Discards; Fishing; Ecology; Biology","authors":[{"name":"Villy Christensen","is_ca":true},{"name":"Carl J. Walters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07273779912453558,"gpt":0.2819122798579468,"spread":0.2091744807334112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00579082,0.001209254,0.0009028345,0.001231221,0.0007698694,0.003405418,0.003291061,0.0009236527,0.006872738],"category_scores_gemma":[0.03255296,0.0008912626,0.0009000276,0.002139865,0.0007970249,0.006674338,0.002784904,0.002108263,0.001952374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006498881,"about_ca_system_score_gemma":0.002398956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090625,"about_ca_topic_score_gemma":0.0225595,"domain_scores_codex":[0.997881,0.001164754,0.0001232096,0.0001559037,0.0006007005,0.00007433307],"domain_scores_gemma":[0.97812,0.01599977,0.0004765137,0.00300783,0.001963589,0.0004321812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004635526,0.0001932407,0.01954026,0.001342161,0.000752956,0.0001034585,0.0007621426,0.1569512,0.001548094,0.1263543,0.04147746,0.6505113],"study_design_scores_gemma":[0.00006935123,0.00008927212,0.00277326,0.0004168438,0.000167797,0.0002483618,0.0003218194,0.7783804,0.0031257,0.1317919,0.08252062,0.00009472774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0513543,0.005164075,0.9029606,0.00583582,0.0005479409,0.0001761398,0.003910473,0.01290531,0.01714533],"genre_scores_gemma":[0.2017413,0.00475348,0.7807363,0.0006951131,0.0002050464,0.0007227722,0.002119329,0.003881632,0.005145015],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02090625,"threshold_uncertainty_score":0.04156911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136364648","doi":"10.1016/j.ecolmodel.2008.10.018","title":"CBM-CFS3: A model of carbon-dynamics in forestry and land-use change implementing IPCC standards","year":2008,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":569,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Carbon accounting; Environmental science; Land use, land-use change and forestry; Climate change; Stock (firearms); Land use; Carbon sequestration; Greenhouse gas; Carbon offset; Environmental resource management; Computer science; Ecology; Geography","authors":[{"name":"Werner A. Kurz","is_ca":true},{"name":"Caren C. Dymond","is_ca":true},{"name":"T. M. White","is_ca":true},{"name":"G. Stinson","is_ca":true},{"name":"Cindy Shaw","is_ca":true},{"name":"G. J. Rampley","is_ca":true},{"name":"C. Smyth","is_ca":true},{"name":"Brian N. Simpson","is_ca":true},{"name":"Eric T. Neilson","is_ca":true},{"name":"J. A. Trofymow","is_ca":true},{"name":"Juha M. Metsaranta","is_ca":true},{"name":"Michael J. Apps","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04546431996696826,"gpt":0.2431383476679134,"spread":0.1976740277009451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009908755,0.001095648,0.001134368,0.0006875844,0.001157048,0.00168807,0.003282565,0.003097537,0.01832989],"category_scores_gemma":[0.003143329,0.000704054,0.001658506,0.001529048,0.0008366698,0.002281611,0.0009331786,0.001920345,0.002136154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521098,"about_ca_system_score_gemma":0.0035848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1123619,"about_ca_topic_score_gemma":0.07784666,"domain_scores_codex":[0.9996891,0.0000958622,0.0000163328,0.0000576944,0.00008516611,0.00005577064],"domain_scores_gemma":[0.9990946,0.0003938228,0.00005972503,0.0001073433,0.0002395853,0.0001049159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009108036,0.00003622453,0.0007491324,0.00004621956,0.00003120791,0.00003730363,0.00002839795,0.9761299,0.00031274,0.009782462,0.009079357,0.003675926],"study_design_scores_gemma":[0.0001099139,0.00001462247,0.0004002384,0.0000124153,0.00001982775,0.00001248216,0.000009319742,0.9777246,0.0004287838,0.01139647,0.009849023,0.00002234697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1896075,0.000783056,0.5424322,0.004908476,0.001523625,0.0007028693,0.1134321,0.026501,0.1201093],"genre_scores_gemma":[0.7879906,0.0005221386,0.1593932,0.0006789279,0.0002759564,0.0009827404,0.024877,0.003623608,0.02165574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1123619,"threshold_uncertainty_score":0.2234159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137555276","doi":"10.1016/j.ecolmodel.2004.12.015","title":"Predicting when animal populations are at risk from roads: an interactive model of road avoidance behavior","year":2005,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":474,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Natural Resources and Forestry; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Road surface; Population; Avoidance response; Affect (linguistics); Noise (video); Ecology; Environmental science; Psychology; Computer science; Biology; Environmental health; Engineering; Medicine; Communication","authors":[{"name":"Jochen A.G. Jaeger","is_ca":true},{"name":"Jeff Bowman","is_ca":true},{"name":"Julie M. Brennan","is_ca":true},{"name":"Lenore Fahrig","is_ca":true},{"name":"Dan Bert","is_ca":true},{"name":"Julie Bouchard","is_ca":true},{"name":"Neil Charbonneau","is_ca":true},{"name":"Karin Frank","is_ca":false},{"name":"Bernd Gruber","is_ca":false},{"name":"Katharina Tluk von Toschanowitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05557052049293756,"gpt":0.2676126630489665,"spread":0.212042142556029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001192978,0.0007940312,0.001418557,0.0008042077,0.0008691901,0.001849868,0.003004514,0.002635709,0.004346144],"category_scores_gemma":[0.00468982,0.001015577,0.001211988,0.0009582543,0.00162669,0.002165165,0.001443837,0.001635752,0.0004764214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163345,"about_ca_system_score_gemma":0.001023069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04700185,"about_ca_topic_score_gemma":0.04102333,"domain_scores_codex":[0.9996092,0.0001379297,0.00001404783,0.0001105603,0.00002770855,0.0001005356],"domain_scores_gemma":[0.9978293,0.001519623,0.0002415586,0.00007455676,0.0001034849,0.0002314246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000059056,0.00005110579,0.004198764,0.00001038388,0.00004972801,0.00004718604,0.00006538825,0.991448,0.0002007725,0.002376452,0.0002068671,0.001286245],"study_design_scores_gemma":[0.000008865751,0.00001183055,0.0009047539,0.000001502569,0.00002035199,0.00001319218,0.0000143328,0.9977521,0.00001991456,0.001200449,0.00004629957,0.000006323203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160117,0.0002288809,0.07664185,0.001185557,0.00004524564,0.00002976427,0.0003767927,0.0001612955,0.005318879],"genre_scores_gemma":[0.9920666,0.00009750674,0.004566693,0.00005824632,0.00002475499,0.00003308347,0.000128466,0.00003192527,0.002992646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04700185,"threshold_uncertainty_score":0.09345651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964182541","doi":"10.1016/j.ecolmodel.2014.08.018","title":"Understanding and quantifying landscape structure – A review on relevant process characteristics, data models and landscape metrics","year":2014,"lang":"en","type":"review","venue":"Ecological Modelling","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":410,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ELUTIS Modelling and Consulting (Canada)","funders":"","keywords":"Naturalness; Landscape ecology; Process (computing); Representation (politics); Ecology; Ecotope; Computer science; Scale (ratio); Environmental resource management; Geography; Environmental science; Cartography; Habitat; Biology; Physics","authors":[{"name":"Angela Lausch","is_ca":false},{"name":"Thomas Blaschke","is_ca":false},{"name":"Dagmar Haase","is_ca":false},{"name":"Félix Herzog","is_ca":false},{"name":"Ralf-Uwe Syrbe","is_ca":false},{"name":"Lutz Tischendorf","is_ca":true},{"name":"Ulrich Walz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3132269545082265,"gpt":0.3422608035525189,"spread":0.02903384904429235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001659179,0.001709896,0.002447236,0.004073162,0.0003200114,0.002120552,0.00190186,0.001407443,0.002447195],"category_scores_gemma":[0.004370492,0.0005799109,0.001128349,0.007850045,0.0009791207,0.003957504,0.001018592,0.001113367,0.0009851402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208146,"about_ca_system_score_gemma":0.002884251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007241606,"about_ca_topic_score_gemma":0.009329636,"domain_scores_codex":[0.9992996,0.0001166751,0.0001038862,0.0001666434,0.0002828818,0.00003027861],"domain_scores_gemma":[0.9972039,0.0017799,0.0003947745,0.0001148591,0.0004641952,0.00004232913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000311604,0.00006666038,0.001038465,0.04068244,0.0001939768,0.00006745728,0.00009940602,0.003909042,0.001591454,0.009916165,0.01232645,0.9300774],"study_design_scores_gemma":[0.00001845377,0.0001371095,0.007150766,0.02500986,0.001149726,0.0007540403,0.000346636,0.004072251,0.002470091,0.039424,0.9192815,0.0001856164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007907205,0.9909705,0.005906005,0.0004874272,0.0001640519,0.00002425683,0.000302351,0.00004531501,0.001309386],"genre_scores_gemma":[0.002977277,0.9909265,0.005165381,0.0001717382,0.0001211943,0.00002221814,0.0002541929,0.00001179986,0.000349712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007241606,"threshold_uncertainty_score":0.01439893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037090931","doi":"10.1016/j.ecolmodel.2009.12.002","title":"Spatial distribution and ecological risk assessment of heavy metals in surface sediments from a typical plateau lake wetland, China","year":2010,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":356,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; Beijing Normal University","keywords":"Sediment; Pollution; Environmental science; Plateau (mathematics); Spatial distribution; Wetland; Heavy metals; Environmental chemistry; Hydrology (agriculture); Range (aeronautics); Sewage; Metal; Ecology; Geology; Environmental engineering; Chemistry; Geomorphology; Biology; Materials science","authors":[{"name":"Junhong Bai","is_ca":false},{"name":"Baoshan Cui","is_ca":false},{"name":"Bin Chen","is_ca":false},{"name":"Kejiang Zhang","is_ca":true},{"name":"Wei Deng","is_ca":false},{"name":"Haifeng Gao","is_ca":false},{"name":"Rong Xiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01463036676628247,"gpt":0.2510867769786935,"spread":0.236456410212411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002694573,0.0003747047,0.0002388091,0.001078626,0.0004987999,0.0004918585,0.0004684578,0.0003660371,0.000409978],"category_scores_gemma":[0.000311981,0.0002814705,0.0005165922,0.0009553705,0.0003449487,0.0003330898,0.0004460304,0.0000835095,0.00004630496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162922,"about_ca_system_score_gemma":0.0009812143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0941559,"about_ca_topic_score_gemma":0.07527534,"domain_scores_codex":[0.9998891,0.00001752868,0.000009482538,0.00002720328,0.00002266317,0.0000339418],"domain_scores_gemma":[0.9998382,0.00004034125,0.00003723373,0.00001449682,0.00004431824,0.00002540809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003049508,0.000147731,0.8453067,0.00005693833,0.0001642456,0.0007467965,0.0005810175,0.1329035,0.00917825,0.0005157042,0.0002455329,0.009848609],"study_design_scores_gemma":[0.00002999281,0.00008771233,0.7030491,0.000004745868,0.00008935405,0.0001220372,0.0006028897,0.2938591,0.001289345,0.0005665658,0.0002732938,0.0000257979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999613,0.000007105436,0.000210584,0.000007647602,2.846856e-7,0.000002039198,0.00004769043,0.000006630199,0.000105104],"genre_scores_gemma":[0.9996112,0.000009886226,0.000138174,0.000001067023,5.400025e-7,0.000002349945,0.00009257719,7.742693e-7,0.0001434713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0941559,"threshold_uncertainty_score":0.1872157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134920145","doi":"10.1016/j.ecolmodel.2008.04.001","title":"Modelling directional spatial processes in ecological data","year":2008,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":355,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gradient analysis; Ecology; Eigenfunction; Eigenvalues and eigenvectors; Spatial analysis; Spatial distribution; Forcing (mathematics); Flexibility (engineering); Process (computing); Environmental science; Computer science; Geology; Mathematics; Remote sensing; Statistics; Biology; Physics; Atmospheric sciences; Ordination","authors":[{"name":"F. Guillaume Blanchet","is_ca":true},{"name":"Pierre Legendre","is_ca":true},{"name":"Daniel Borcard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09858268580793146,"gpt":0.2489609665006761,"spread":0.1503782806927447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004951826,0.0006564095,0.0009865327,0.001222337,0.0005483195,0.002318738,0.001835332,0.001829763,0.00190106],"category_scores_gemma":[0.02256047,0.001184917,0.001597975,0.002677992,0.001289657,0.003999972,0.001741837,0.002256548,0.0003527874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656575,"about_ca_system_score_gemma":0.001374716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01958406,"about_ca_topic_score_gemma":0.02327558,"domain_scores_codex":[0.9985515,0.0007287629,0.0001273129,0.0002910961,0.0001841005,0.0001170012],"domain_scores_gemma":[0.9863901,0.01135757,0.0007012565,0.0008679117,0.0004018148,0.0002813546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003898039,0.00001999168,0.003087708,0.00006474561,0.00004033653,0.000050635,0.0001259907,0.9520196,0.0003216834,0.03613133,0.0003715028,0.007727572],"study_design_scores_gemma":[0.000005728658,0.000004416559,0.0001565652,0.000005438577,0.00000872377,0.00001250776,0.00001146766,0.9833677,0.0001215131,0.01588159,0.0004202944,0.00000406046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07867586,0.0005007156,0.917717,0.0007345607,0.00007218481,0.00005203776,0.0007224428,0.0005351905,0.0009899203],"genre_scores_gemma":[0.8053973,0.001168519,0.1879372,0.0001112906,0.00007103187,0.0001918735,0.001393568,0.000212416,0.003516658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01958406,"threshold_uncertainty_score":0.03894013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017468987","doi":"10.1016/j.ecolmodel.2015.01.025","title":"Global overview of the applications of the Ecopath with Ecosim modeling approach using the EcoBase models repository","year":2015,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":277,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche","keywords":"Food web; Trophic level; Discards; Ecosystem model; Metadata; Computer science; Environmental science; Ecosystem; Ecology; Fishery; Biology; Fishing; World Wide Web","authors":[{"name":"Mathieu Colléter","is_ca":true},{"name":"Audrey Valls","is_ca":true},{"name":"Jérôme Guitton","is_ca":false},{"name":"Didier Gascuel","is_ca":false},{"name":"Daniel Pauly","is_ca":true},{"name":"Villy Christensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1328190367064116,"gpt":0.2791196449202253,"spread":0.1463006082138137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00260829,0.001125647,0.0006644634,0.003029923,0.0004203024,0.002098939,0.002057541,0.000723448,0.01329001],"category_scores_gemma":[0.003037997,0.0006495199,0.001237683,0.004870881,0.0002631505,0.002687163,0.001929057,0.001332957,0.005943238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007661497,"about_ca_system_score_gemma":0.002359911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01792881,"about_ca_topic_score_gemma":0.01395572,"domain_scores_codex":[0.9994938,0.0001168005,0.00005375865,0.00007025625,0.0002197526,0.00004569491],"domain_scores_gemma":[0.9982883,0.0003517562,0.0001057337,0.0004961009,0.0006207796,0.000137348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002632372,0.0001932229,0.0128461,0.002374587,0.0005459189,0.0002915563,0.0003102896,0.1410445,0.004735378,0.06156817,0.2263481,0.5494788],"study_design_scores_gemma":[0.0000599877,0.00007342133,0.007024026,0.001015324,0.0002708037,0.0002531967,0.0001113255,0.1011574,0.003953146,0.02460239,0.8613765,0.0001025015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03116501,0.02225252,0.6071602,0.005150039,0.0006535896,0.000845257,0.1330903,0.04279882,0.1568843],"genre_scores_gemma":[0.09538776,0.03864515,0.6370813,0.001036126,0.0002696141,0.0008834859,0.1831468,0.01455352,0.02899623],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01792881,"threshold_uncertainty_score":0.04445952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057212111","doi":"10.1016/s0304-3800(00)00204-0","title":"Fuzzy indices of environmental conditions","year":2000,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":274,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Fuzzy logic; Computer science; Formalism (music); Data mining; Mathematics; Artificial intelligence","authors":[{"name":"William Silvert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02808647537429187,"gpt":0.2497150960290626,"spread":0.2216286206547708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005706118,0.0004100894,0.0002868407,0.001914539,0.0002569009,0.001142453,0.0003995196,0.0003944374,0.002025458],"category_scores_gemma":[0.002096355,0.0001061847,0.0003795698,0.001355339,0.0004789289,0.0009678787,0.0004005242,0.0004263869,0.0002925854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568548,"about_ca_system_score_gemma":0.0002333794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086647,"about_ca_topic_score_gemma":0.003251919,"domain_scores_codex":[0.9996363,0.00007441136,0.00002985297,0.00006527394,0.0001623252,0.00003176617],"domain_scores_gemma":[0.9995643,0.0001473037,0.00006355422,0.00004374291,0.0001355136,0.00004558679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000640599,0.0002021238,0.0199264,0.0003819264,0.0003909757,0.0002667947,0.0005794801,0.2222482,0.02881872,0.2305015,0.005789924,0.4902534],"study_design_scores_gemma":[0.00003862938,0.0002050802,0.02684655,0.00009574907,0.0001696166,0.0003272064,0.0004335296,0.734549,0.0092936,0.2153286,0.01262418,0.00008817302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3003328,0.0009417252,0.6434239,0.0004084248,0.0001673546,0.00009912084,0.001935732,0.0003565187,0.05233448],"genre_scores_gemma":[0.9235021,0.0002638332,0.0727489,0.00003267453,0.00005127098,0.00006008653,0.0005332544,0.00001268903,0.002795138],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002086647,"threshold_uncertainty_score":0.006775796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112426461","doi":"10.1016/j.ecolmodel.2004.03.015","title":"A classification of landscape fire succession models: spatial simulations of fire and vegetation dynamics","year":2004,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":269,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Forest Service","funders":"Stennis Space Center; Northwestern University; National Center For Environmental Assessment; National Science Foundation","keywords":"Ecological succession; Ordination; Vegetation (pathology); Computer science; Cluster analysis; Scale (ratio); Data mining; Environmental science; Ecology; Artificial intelligence; Machine learning; Geography; Cartography","authors":[{"name":"Robert E. Keane","is_ca":false},{"name":"Geoffrey J. Cary","is_ca":false},{"name":"Ian D. Davies","is_ca":false},{"name":"Robert H. Gardner","is_ca":false},{"name":"Sandra Lavorel","is_ca":false},{"name":"James M. Lenihan","is_ca":false},{"name":"Chao Li","is_ca":true},{"name":"T. Scott Rupp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02080824666665188,"gpt":0.2308408723549477,"spread":0.2100326256882958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141729,0.001439707,0.001315637,0.001109537,0.0006840693,0.002069663,0.002258554,0.001764846,0.001691709],"category_scores_gemma":[0.004601987,0.0006449183,0.001661354,0.001393525,0.0004474472,0.001247203,0.0008947537,0.001772377,0.0004832339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008425628,"about_ca_system_score_gemma":0.001174464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008526471,"about_ca_topic_score_gemma":0.01568464,"domain_scores_codex":[0.9995375,0.0001294088,0.00005365246,0.00006569194,0.0001403034,0.0000736324],"domain_scores_gemma":[0.9982761,0.0007521593,0.0001884279,0.0002839869,0.0003026544,0.0001967161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001568135,0.0004892944,0.01060827,0.0003423221,0.0002487534,0.0001198497,0.0001810709,0.8518124,0.00295721,0.04887168,0.01116512,0.07304725],"study_design_scores_gemma":[0.00003091191,0.00002644669,0.0006500783,0.00002510713,0.00003820382,0.00003332819,0.00002402885,0.984489,0.000311435,0.01160166,0.002760242,0.000009607347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1562413,0.005273501,0.8104414,0.00241743,0.0005779137,0.0005040182,0.00203191,0.001645284,0.02086718],"genre_scores_gemma":[0.633583,0.009746643,0.3414376,0.0007653179,0.0005193638,0.001242931,0.003346557,0.0009637892,0.008394775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008526471,"threshold_uncertainty_score":0.01695371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049164421","doi":"10.1016/j.ecolmodel.2011.01.020","title":"The role of agent-based models in wildlife ecology and management","year":2011,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":252,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Wildlife; Habitat; Dynamism; Ecology; Environmental resource management; Adaptive management; Wildlife management; Geography; Computer science; Environmental planning; Environmental science; Biology","authors":[{"name":"Adam J. McLane","is_ca":true},{"name":"Christina A. D. Semeniuk","is_ca":true},{"name":"Gregory J. McDermid","is_ca":true},{"name":"Danielle J. Marceau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03336858140098473,"gpt":0.2021535264104009,"spread":0.1687849450094162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005073205,0.0009109335,0.001451225,0.0008308343,0.0008411102,0.00399917,0.002189006,0.002535108,0.00296255],"category_scores_gemma":[0.0195491,0.0008210365,0.0007837651,0.001053141,0.002386089,0.006519512,0.001710225,0.00306394,0.0004315455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593094,"about_ca_system_score_gemma":0.001438663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00938069,"about_ca_topic_score_gemma":0.005959306,"domain_scores_codex":[0.9972804,0.002028902,0.00008446228,0.0002038518,0.0003194646,0.00008299453],"domain_scores_gemma":[0.9827681,0.01503564,0.000753358,0.0005580438,0.0004737056,0.0004111756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006021462,0.00008728974,0.001694075,0.0001415874,0.0001535455,0.00005460724,0.0001557195,0.74981,0.0001805701,0.2303343,0.001489604,0.01583844],"study_design_scores_gemma":[0.00002130134,0.00001863783,0.0001505045,0.00002562594,0.00001952247,0.00001577237,0.00004312528,0.8435328,0.00005152484,0.1535625,0.002546561,0.00001204767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04079449,0.004034964,0.9284362,0.007737019,0.0004832953,0.00006569448,0.0002321401,0.0002432007,0.01797313],"genre_scores_gemma":[0.8521179,0.005255616,0.1349953,0.000680918,0.0004293927,0.0001874558,0.0001921986,0.0001189442,0.006022417],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00938069,"threshold_uncertainty_score":0.02683002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135255009","doi":"10.1016/s0304-3800(01)00334-9","title":"A domain-specific language for models of landscape dynamics","year":2001,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":220,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Bridging (networking); Flexibility (engineering); Adaptability; Domain (mathematical analysis); Domain model; Representation (politics); Modeling language; Conceptual model; Data science; Human–computer interaction; Artificial intelligence; Programming language; Ecology; Software; Domain knowledge","authors":[{"name":"Andrew Fall","is_ca":true},{"name":"Joseph Fall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02482985361218143,"gpt":0.2235105003167593,"spread":0.1986806467045779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002666598,0.00208491,0.001622212,0.001049965,0.001137712,0.004279151,0.003699849,0.003066605,0.008395842],"category_scores_gemma":[0.006280756,0.001737765,0.003934545,0.002253899,0.002017428,0.007468162,0.003221193,0.008759943,0.006586835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009970207,"about_ca_system_score_gemma":0.001479278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581226,"about_ca_topic_score_gemma":0.002571412,"domain_scores_codex":[0.9985019,0.0004723326,0.0003311906,0.0002661506,0.0003120224,0.0001165166],"domain_scores_gemma":[0.9973369,0.001177288,0.0002213343,0.000801951,0.0003514505,0.0001109797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003704869,0.00003566817,0.0002708611,0.0004311782,0.00005958996,0.0002579709,0.0004376722,0.02427266,0.002014864,0.9165191,0.02181249,0.03385088],"study_design_scores_gemma":[0.00003767169,0.00003238244,0.0001153209,0.0002032696,0.00009145413,0.0003994716,0.00008618278,0.1699962,0.002389245,0.6099531,0.2166464,0.00004928788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005000777,0.0002459622,0.9937118,0.0004654757,0.0001387298,0.0000403286,0.0006977207,0.00210797,0.002091887],"genre_scores_gemma":[0.0627193,0.001854601,0.9177683,0.001319622,0.0004861076,0.0008778305,0.003795987,0.003537119,0.007641157],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008395842,"threshold_uncertainty_score":0.0280869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120567641","doi":"10.1016/j.ecolmodel.2005.11.031","title":"A multiyear evaluation of a Dynamic Global Vegetation Model at three AmeriFlux forest sites: Vegetation structure, phenology, soil temperature, and CO2 and H2O vapor exchange","year":2005,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":216,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Phenology; Eddy covariance; Leaf area index; Vegetation (pathology); Atmospheric sciences; Growing season; Deciduous; Soil respiration; Carbon cycle; Primary production; Canopy; Biometeorology; Ecosystem respiration; Ecosystem; Hydrology (agriculture); Ecology; Soil water; Soil science; Biology","authors":[{"name":"Christopher J. Kucharik","is_ca":false},{"name":"Carol Barford","is_ca":false},{"name":"Mustapha El Maayar","is_ca":true},{"name":"Steven C. Wofsy","is_ca":false},{"name":"Russell K. Monson","is_ca":false},{"name":"Dennis Baldocchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02361015365281416,"gpt":0.2454505966822772,"spread":0.221840443029463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002323762,0.001215883,0.001074444,0.0004185404,0.0009640892,0.001005591,0.001666083,0.001514041,0.001498019],"category_scores_gemma":[0.002270933,0.0006359845,0.0007265661,0.0004446846,0.0007680269,0.001168477,0.0005776852,0.000817132,0.0001883916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002908881,"about_ca_system_score_gemma":0.001401007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1564015,"about_ca_topic_score_gemma":0.1017964,"domain_scores_codex":[0.9995897,0.0001636731,0.00003184206,0.0000904388,0.00004822906,0.0000760983],"domain_scores_gemma":[0.9978046,0.001274081,0.0001573619,0.0001317808,0.0003389794,0.0002931787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00126549,0.0009813004,0.02356436,0.00006224147,0.0001705306,0.0001373612,0.0001792027,0.9604918,0.004270847,0.0001986612,0.000510201,0.008167967],"study_design_scores_gemma":[0.0002339941,0.0004471801,0.009244375,0.000004777929,0.00006931103,0.00001797838,0.00008427862,0.9881081,0.001550991,0.00006556881,0.0001455972,0.00002790166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974328,0.00003369613,0.001354614,0.00007361286,0.00001312498,0.00002950087,0.0003542916,0.0001553147,0.0005531134],"genre_scores_gemma":[0.9978303,0.00002234151,0.001356769,0.00001794537,0.000005012753,0.00003153553,0.0004321528,0.0000309993,0.0002729994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1564015,"threshold_uncertainty_score":0.3109822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133634924","doi":"10.1016/j.ecolmodel.2009.10.025","title":"Predicting the distributions of marine organisms at the global scale","year":2009,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia; European Commission","keywords":"Adaptability; Range (aeronautics); Scale (ratio); Computer science; Sampling (signal processing); Transparency (behavior); Species distribution; Data mining; Ecology; Statistics; Environmental science; Habitat; Mathematics; Biology; Geography; Cartography","authors":[{"name":"Jonathan Stuart Ready","is_ca":false},{"name":"Kristin Kaschner","is_ca":false},{"name":"Andy South","is_ca":false},{"name":"Paul D. Eastwood","is_ca":false},{"name":"Tony Rees","is_ca":false},{"name":"Josephine Rius","is_ca":false},{"name":"Eli Agbayani","is_ca":false},{"name":"S. Kullander","is_ca":false},{"name":"Rainer Froese","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02572435663401416,"gpt":0.2359160774092612,"spread":0.2101917207752471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005574697,0.0003761782,0.0002962586,0.0004748792,0.0002474015,0.0007516992,0.0006870909,0.0009049355,0.001657598],"category_scores_gemma":[0.002517667,0.0003047987,0.0004449679,0.0009208101,0.0005804828,0.001466633,0.0004947442,0.0006807635,0.0001787143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006738446,"about_ca_system_score_gemma":0.0004213481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0195363,"about_ca_topic_score_gemma":0.02265848,"domain_scores_codex":[0.9999039,0.00004616553,0.000004532615,0.00002130949,0.00001085241,0.00001327844],"domain_scores_gemma":[0.9991503,0.0006219056,0.00007415224,0.00004765203,0.00004584951,0.00006003846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001062309,0.000008173485,0.007469087,0.000007211926,0.00001791906,0.00001971017,0.00001782851,0.9877427,0.0001493878,0.001516466,0.0001895456,0.00285132],"study_design_scores_gemma":[0.000005268294,0.000004183643,0.002541932,0.000001871359,0.000007646827,0.00001374283,0.0000246569,0.9918384,0.00007544341,0.005237943,0.0002458164,0.000003096804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8952201,0.0004174261,0.09759609,0.001367527,0.00005603906,0.00001288374,0.0006277709,0.0002274065,0.004474839],"genre_scores_gemma":[0.9904883,0.0002319876,0.008237872,0.00003645004,0.00002129193,0.00001167754,0.0002052004,0.00002591883,0.0007412666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0195363,"threshold_uncertainty_score":0.03884512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056322614","doi":"10.1016/j.ecolmodel.2007.07.030","title":"Monitoring and modeling pesticide fate in surface waters at the catchment scale","year":2007,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":172,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Environmental science; Watershed; Water Framework Directive; Water quality; Pesticide; Surface water; Drainage basin; Pollution; Scale (ratio); Environmental quality; Environmental monitoring; Water resources; Hydrology (agriculture); Environmental resource management; Water resource management; Computer science; Ecology; Environmental engineering; Geography; Geology","authors":[{"name":"Katrijn Holvoet","is_ca":false},{"name":"Piet Seuntjens","is_ca":false},{"name":"Peter A. Vanrolleghem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02740967213843212,"gpt":0.2389442275946598,"spread":0.2115345554562277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004079078,0.0003574755,0.0004102261,0.0004095485,0.000319565,0.0008427676,0.0003879803,0.0005906643,0.0003212613],"category_scores_gemma":[0.000846323,0.0002196901,0.0002694617,0.0008175292,0.0003075293,0.0008058421,0.0003409155,0.0003235444,0.00007033766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085236,"about_ca_system_score_gemma":0.0008720115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0388286,"about_ca_topic_score_gemma":0.03467597,"domain_scores_codex":[0.9998693,0.00003500247,0.000006964077,0.00003843566,0.0000290598,0.00002116201],"domain_scores_gemma":[0.999731,0.0001483494,0.00005080324,0.00001668341,0.00003917792,0.00001396368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001632525,0.0002085472,0.08806098,0.0001051214,0.0000819174,0.0001724867,0.0001645671,0.8395205,0.03764968,0.001216255,0.0003477341,0.03230903],"study_design_scores_gemma":[0.00002457181,0.00007752732,0.0163533,0.00000368449,0.00002822181,0.00003199726,0.0000753733,0.9737535,0.007812418,0.001439847,0.0003883139,0.00001125818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859419,0.0001333675,0.01276265,0.00008613186,0.000002976378,0.00002619941,0.0002085112,0.00007405957,0.0007641977],"genre_scores_gemma":[0.9954482,0.000227069,0.003726096,0.000008161212,0.000002021344,0.00002018491,0.0001363263,0.000006801257,0.0004250255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0388286,"threshold_uncertainty_score":0.07720518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037477230","doi":"10.1016/j.ecolmodel.2020.109180","title":"Dealing with overprediction in species distribution models: How adding distance constraints can improve model accuracy","year":2020,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":162,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Species distribution; Environmental niche modelling; A priori and a posteriori; Mathematics; Ecological niche; Computer science; Statistics; Ecology; Habitat; Biology","authors":[{"name":"Poliana Mendes","is_ca":true},{"name":"Santiago José Elías Velazco","is_ca":false},{"name":"André Felipe Alves de Andrade","is_ca":false},{"name":"Paulo de Marco Júnior","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06239671530137052,"gpt":0.2256744795608757,"spread":0.1632777642595052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005197123,0.00108837,0.001082424,0.0005828798,0.001251698,0.002080582,0.002286962,0.002394275,0.003185167],"category_scores_gemma":[0.03760871,0.000965186,0.0009071101,0.0007965618,0.0008169105,0.005029149,0.002419414,0.00287588,0.0004611568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091335,"about_ca_system_score_gemma":0.001801236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02368193,"about_ca_topic_score_gemma":0.02422889,"domain_scores_codex":[0.9980329,0.0009642405,0.0001731598,0.0003956597,0.0003074002,0.0001266374],"domain_scores_gemma":[0.9794531,0.01483429,0.001056464,0.002704494,0.00148808,0.0004636033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007556582,0.00007382646,0.007701259,0.00005795744,0.00008640057,0.0000753541,0.00008691561,0.96933,0.001058645,0.002298644,0.0008262855,0.01832913],"study_design_scores_gemma":[0.000009150974,0.00001201325,0.0004357606,0.0000110651,0.0000168186,0.00001572725,0.00001801701,0.9954956,0.0009467528,0.002626433,0.0004006963,0.0000119744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4557964,0.001439603,0.5294189,0.003515182,0.0005326232,0.00009931801,0.0007649291,0.002174236,0.006258749],"genre_scores_gemma":[0.8948843,0.000281969,0.101589,0.0005243792,0.0001221285,0.00006020087,0.0005329365,0.0005251454,0.001479884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02368193,"threshold_uncertainty_score":0.04708821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142245349","doi":"10.1016/j.ecolmodel.2007.05.020","title":"Eutrophication risk assessment using Bayesian calibration of process-based models: Application to a mesotrophic lake","year":2007,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":162,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Calibration; Bayesian probability; Computer science; Markov chain Monte Carlo; Sampling (signal processing); Data mining; Bayesian inference; Estimation theory; Statistical model; Statistics; Econometrics; Machine learning; Mathematics; Artificial intelligence; Algorithm","authors":[{"name":"George B. Arhonditsis","is_ca":true},{"name":"Song S. Qian","is_ca":false},{"name":"Craig A. Stow","is_ca":false},{"name":"E. Conrad Lamon","is_ca":false},{"name":"Kenneth H. Reckhow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0250303058779872,"gpt":0.2764237708547697,"spread":0.2513934649767824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040425,0.0006991242,0.0007061027,0.0006527487,0.0007107587,0.00103585,0.001068883,0.001463655,0.0006830706],"category_scores_gemma":[0.01091672,0.0005623223,0.0006690453,0.0007048032,0.000611498,0.000953697,0.001181921,0.001155936,0.00008501153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399185,"about_ca_system_score_gemma":0.001528642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02564373,"about_ca_topic_score_gemma":0.0187434,"domain_scores_codex":[0.9993951,0.0003169308,0.00002886311,0.0000748685,0.0001406667,0.00004357584],"domain_scores_gemma":[0.9952375,0.00348739,0.0003776045,0.000180799,0.0006191948,0.00009751224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005661451,0.00006652275,0.002957124,0.00001114168,0.00002630483,0.00002582608,0.000058826,0.9879202,0.0005196714,0.0007531182,0.00007161838,0.007533086],"study_design_scores_gemma":[0.00001244913,0.00001844932,0.0007260826,0.000002078786,0.000006175614,0.000005737408,0.000006598176,0.9983405,0.0001940604,0.0006588643,0.00002134202,0.000007727789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8043972,0.0001481267,0.192682,0.0002971795,0.00001608134,0.00005918974,0.00009444403,0.0003322741,0.0019735],"genre_scores_gemma":[0.9771408,0.00007454736,0.02227587,0.00001984788,0.000004897524,0.00003170514,0.00006918228,0.00002984479,0.0003533071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02564373,"threshold_uncertainty_score":0.05098897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031217053","doi":"10.1016/s0304-3800(00)00348-3","title":"From static biogeographical model to dynamic global vegetation model: a global perspective on modelling vegetation dynamics","year":2000,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Forest Research Institute","funders":"","keywords":"Vegetation (pathology); Climate change; Environmental science; Global change; Ecology; Vegetation type; Biology","authors":[{"name":"Changhui Peng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01487956821029487,"gpt":0.247199125274217,"spread":0.2323195570639221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008071508,0.0007745683,0.001284578,0.000560286,0.0005302178,0.002083444,0.001754605,0.00157965,0.003165034],"category_scores_gemma":[0.002729967,0.0005898188,0.001123059,0.00121354,0.001656323,0.00521365,0.001754725,0.00176466,0.0004012769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111878,"about_ca_system_score_gemma":0.0008882233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009759759,"about_ca_topic_score_gemma":0.008793482,"domain_scores_codex":[0.9997115,0.0001469218,0.00001449486,0.00005493368,0.00004456214,0.00002755574],"domain_scores_gemma":[0.9995021,0.0002540484,0.00004836272,0.000082094,0.00005977138,0.00005353954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002204587,0.00001797123,0.0009554292,0.00005770724,0.00007494298,0.0001046406,0.00009897409,0.7900897,0.0006032394,0.1954758,0.001433473,0.011066],"study_design_scores_gemma":[0.00001099974,0.00001673014,0.0002369264,0.0000136498,0.00003128507,0.00002946484,0.00004076721,0.7798563,0.00008545414,0.2172712,0.002393713,0.00001350467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05384742,0.002713684,0.9154223,0.005151337,0.0003647368,0.00002684658,0.0003412564,0.0002463227,0.02188607],"genre_scores_gemma":[0.873111,0.005703802,0.1091729,0.0008358599,0.000597875,0.0001366357,0.0004211375,0.0003704883,0.009650273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009759759,"threshold_uncertainty_score":0.0194059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152175212","doi":"10.1016/j.ecolmodel.2007.07.020","title":"Design and implementation of an integrated GIS-based cellular automata model to characterize forest fire behaviour","year":2007,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":149,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada","keywords":"Cellular automaton; Geographic information system; Computer science; Interface (matter); Environmental science; Remote sensing; Simulation; Data mining; Geography; Artificial intelligence","authors":[{"name":"S. Yassemi","is_ca":true},{"name":"Suzana Dragićević","is_ca":true},{"name":"Margaret Schmidt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03384431362463954,"gpt":0.2640313845920959,"spread":0.2301870709674563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004842212,0.0005566404,0.0006136453,0.0003765496,0.000504473,0.000967039,0.001626778,0.0009627058,0.002042668],"category_scores_gemma":[0.001288199,0.0004746827,0.0005639177,0.0002525539,0.0004696113,0.0005696447,0.0005693145,0.0006355937,0.0004181369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009291114,"about_ca_system_score_gemma":0.001400932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048305,"about_ca_topic_score_gemma":0.009554362,"domain_scores_codex":[0.9997941,0.00003742368,0.00001448696,0.00005384027,0.00006622353,0.00003393313],"domain_scores_gemma":[0.9994341,0.0001745565,0.00004386202,0.0000877107,0.0001998274,0.0000600444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006985061,0.00008941045,0.001242188,0.00003520116,0.00003807551,0.00005723174,0.00004781572,0.9743716,0.008268854,0.002761402,0.0003065717,0.01271174],"study_design_scores_gemma":[0.00001028556,0.00001434331,0.00006811297,0.000001332757,0.000007666035,0.00000518514,0.000004295006,0.9975981,0.001703706,0.000289134,0.000294975,0.000002988608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08429108,0.00007028149,0.9090178,0.0001489918,0.00008040419,0.00026959,0.0002201051,0.002116567,0.003785291],"genre_scores_gemma":[0.7912953,0.00005941422,0.206288,0.00005007111,0.00001108085,0.0004109187,0.0002530812,0.0001065318,0.001525689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048305,"threshold_uncertainty_score":0.0208441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144749488","doi":"10.1016/j.ecolmodel.2009.11.008","title":"New approaches to modelling fish–habitat relationships","year":2009,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":148,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Range (aeronautics); Species richness; Generalized linear model; Variable (mathematics); Random forest; Generalized additive model; Ecology; Linear model; Regression; Habitat; Computer science; Linear regression; Support vector machine; Statistics; Mathematics; Machine learning; Biology","authors":[{"name":"Anders Knudby","is_ca":true},{"name":"Alexander Brenning","is_ca":true},{"name":"E. LeDrew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.226309178386746,"gpt":0.2260926920837335,"spread":0.0002164863030124642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002166597,0.0009356813,0.001303789,0.001180937,0.0007362303,0.00214635,0.003960248,0.002221304,0.004148508],"category_scores_gemma":[0.008999622,0.001164097,0.002240601,0.001794437,0.001654909,0.004177867,0.002393822,0.002937979,0.0004303946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513149,"about_ca_system_score_gemma":0.0009248957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372826,"about_ca_topic_score_gemma":0.01573743,"domain_scores_codex":[0.9993399,0.0003297222,0.0000588364,0.00009469628,0.0001384072,0.00003838549],"domain_scores_gemma":[0.9966731,0.002471718,0.0002540883,0.0002371437,0.0002039995,0.0001598466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001326862,0.00002324889,0.000764342,0.0000676007,0.0001019857,0.00004225292,0.00009560632,0.9317446,0.0003502851,0.05778548,0.0004759502,0.008535321],"study_design_scores_gemma":[0.000009114872,0.000004741766,0.0001074106,0.000007635615,0.00002293438,0.00001827365,0.00001627547,0.9594326,0.0000437151,0.03904283,0.001287225,0.000007305589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01640531,0.0008709037,0.9777834,0.0007918492,0.0001527881,0.00002321752,0.000123561,0.00009156875,0.003757431],"genre_scores_gemma":[0.4936817,0.003827629,0.4856401,0.0005727896,0.0007601582,0.0005447498,0.0004535753,0.0003029969,0.01421617],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01372826,"threshold_uncertainty_score":0.02729672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017012156","doi":"10.1016/s0304-3800(03)00267-9","title":"A remote sensing-based primary production model for grassland biomes","year":2003,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":139,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Swedish National Space Agency; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Environmental science; Biome; Primary production; Grassland; Normalized Difference Vegetation Index; Leaf area index; Transpiration; Vegetation (pathology); Rangeland; Cloud cover; Land cover; Interception; Remote sensing; Atmospheric sciences; Computer science; Land use; Agroforestry; Geography; Ecology; Photosynthesis; Ecosystem","authors":[{"name":"Jonathan Seaquist","is_ca":true},{"name":"Lennart Olsson","is_ca":false},{"name":"Jonas Ardö","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02940771137283908,"gpt":0.2215584045810104,"spread":0.1921506932081714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000333996,0.0004968719,0.0005570833,0.0002747877,0.0003721845,0.0005362841,0.001192972,0.001052782,0.002097618],"category_scores_gemma":[0.0006999593,0.0004986285,0.0006529964,0.0003875766,0.0003996329,0.0007514857,0.0003804156,0.000464417,0.000254786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009234779,"about_ca_system_score_gemma":0.0008475581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03832956,"about_ca_topic_score_gemma":0.02585273,"domain_scores_codex":[0.9999189,0.00002207403,0.000004914737,0.00002935447,0.00001229443,0.00001248872],"domain_scores_gemma":[0.9997707,0.0001230098,0.000026594,0.00001382294,0.00004160571,0.00002429892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001402924,0.0000137302,0.0003242433,0.000006218383,0.00000934762,0.00001683984,0.000007248565,0.9973907,0.000364792,0.0005522149,0.0001045078,0.001196099],"study_design_scores_gemma":[0.000007553203,0.00000496996,0.0001666892,7.192695e-7,0.000003753931,0.000003540625,0.000001825926,0.9994063,0.00004034786,0.0002996848,0.00006238886,0.000002181911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7283914,0.0005613955,0.257313,0.0009381172,0.000118674,0.00008781217,0.001718293,0.0008586938,0.01001259],"genre_scores_gemma":[0.9766732,0.0001675179,0.01908368,0.00006362549,0.00003213657,0.00008046498,0.0004614522,0.00006968966,0.003368247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03832956,"threshold_uncertainty_score":0.07621288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036981993","doi":"10.1016/j.ecolmodel.2015.01.018","title":"Improved calibration scheme of SWAT by separating wet and dry seasons","year":2015,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of the Environment, Conservation and Parks; Ministry of Environment","funders":"National Natural Science Foundation of China; U.S. Department of Agriculture","keywords":"SWAT model; Soil and Water Assessment Tool; Environmental science; Surface runoff; Dry season; Hydrology (agriculture); Watershed; Calibration; Streamflow; Ecology; Mathematics; Computer science; Drainage basin; Geography; Statistics","authors":[{"name":"Dejian Zhang","is_ca":false},{"name":"Xingwei Chen","is_ca":false},{"name":"Huaxia Yao","is_ca":true},{"name":"Bingqing Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02904246266052094,"gpt":0.2344970145615274,"spread":0.2054545519010064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006550602,0.0005978765,0.0003641718,0.0004925404,0.0004425126,0.0005008312,0.0007865892,0.0004840288,0.001182867],"category_scores_gemma":[0.001008145,0.0002895512,0.0005003886,0.000659111,0.0002286743,0.0009650973,0.0004806112,0.0006445969,0.0002034173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004382158,"about_ca_system_score_gemma":0.001339138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306981,"about_ca_topic_score_gemma":0.01227164,"domain_scores_codex":[0.9998125,0.00003978936,0.00002128622,0.0000590348,0.00004437643,0.00002301172],"domain_scores_gemma":[0.9996933,0.000057307,0.00004256787,0.00005543442,0.0001269826,0.00002448097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001265475,0.0002205988,0.02903908,0.00005977539,0.00005797763,0.00007606581,0.0001251788,0.8903112,0.02277595,0.002322702,0.001381655,0.0535033],"study_design_scores_gemma":[0.00001711046,0.00002459042,0.003551469,0.000002893832,0.00001034165,0.00001582447,0.00001436807,0.9922793,0.002882803,0.000464836,0.0007217349,0.00001472276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5151528,0.0001126311,0.4769934,0.0002208497,0.00009165426,0.0001738647,0.0008095441,0.002399497,0.004045775],"genre_scores_gemma":[0.9302966,0.00006319301,0.06779047,0.00004291696,0.00001370388,0.00009554299,0.000773023,0.0001000288,0.0008245755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306981,"threshold_uncertainty_score":0.02598745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031488572","doi":"10.1016/j.ecolmodel.2011.11.003","title":"Modelling commercial fish distributions: Prediction and assessment using different approaches","year":2011,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":133,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Natural Environment Research Council; Sight Research UK; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Robustness (evolution); Computer science; Species distribution; Environmental niche modelling; Habitat; Ecology; Statistics; Mathematics; Biology; Ecological niche","authors":[{"name":"Miranda C. Jones","is_ca":false},{"name":"Stephen Dye","is_ca":false},{"name":"John K. Pinnegar","is_ca":false},{"name":"Rachel Warren","is_ca":false},{"name":"William W. L. Cheung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2883310622982557,"gpt":0.2765197707423159,"spread":0.0118112915559398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001469565,0.0006708551,0.0006068049,0.0007118647,0.000415578,0.001153888,0.001610873,0.0016156,0.001285978],"category_scores_gemma":[0.004005685,0.0005516142,0.001121106,0.001040584,0.0006769148,0.001387173,0.0007184976,0.0005889665,0.000132761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262133,"about_ca_system_score_gemma":0.00070384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03718266,"about_ca_topic_score_gemma":0.03230244,"domain_scores_codex":[0.999621,0.000144624,0.00003555004,0.00008668572,0.00006033129,0.00005187844],"domain_scores_gemma":[0.998137,0.001410297,0.0001288732,0.00007681299,0.0001775957,0.00006938304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003090408,0.00002344234,0.003335264,0.00001530248,0.00003877035,0.00001479183,0.00002649638,0.9907215,0.0002126042,0.0009260987,0.00004384224,0.004611093],"study_design_scores_gemma":[0.000005376546,0.000009024488,0.0009307832,0.000001888474,0.00000929801,0.000004815994,0.000008767905,0.9980683,0.00009839898,0.0008223774,0.00003716421,0.000003782591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6699497,0.0003669043,0.3251794,0.0003377358,0.00003318762,0.00006960157,0.0003356338,0.0001821294,0.003545629],"genre_scores_gemma":[0.9690371,0.0001590487,0.02939696,0.00002579517,0.00001408187,0.00007898857,0.0001637387,0.00002609227,0.001098242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03718266,"threshold_uncertainty_score":0.07393247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134143117","doi":"10.1016/j.ecolmodel.2009.07.030","title":"Simulating dynamic and mixed-severity fire regimes: A process-based fire extension for LANDIS-II","year":2009,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"U.S. Forest Service; Department of Natural Resources, Government of Newfoundland and Labrador","keywords":"Environmental science; Boreal; Landform; Taiga; Terrain; Fire regime; Vegetation (pathology); Physical geography; Elevation (ballistics); Climatology; Meteorology; Atmospheric sciences; Ecosystem; Ecology; Geography; Geology; Forestry; Cartography; Engineering","authors":[{"name":"Brian R. Sturtevant","is_ca":false},{"name":"Robert M. Scheller","is_ca":false},{"name":"Brian R. Miranda","is_ca":false},{"name":"Douglas J. Shinneman","is_ca":false},{"name":"Alexandra D. Syphard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01534525301070718,"gpt":0.2522665295429361,"spread":0.2369212765322289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006730228,0.0009463725,0.0009295949,0.0003103642,0.0005702924,0.0006879669,0.001761815,0.001230925,0.002639362],"category_scores_gemma":[0.001217176,0.0005769561,0.001060403,0.000371413,0.0004954306,0.0006322465,0.0005862265,0.00128514,0.0002732482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008988951,"about_ca_system_score_gemma":0.00108043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0442762,"about_ca_topic_score_gemma":0.0343571,"domain_scores_codex":[0.9998552,0.0000436078,0.000008926724,0.00003172832,0.00003516619,0.00002536244],"domain_scores_gemma":[0.9994167,0.0003244329,0.000045968,0.00005983911,0.00008056266,0.0000725547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006093536,0.0000893195,0.001139982,0.0000184282,0.00002566014,0.00003077708,0.00002537788,0.99506,0.0008583411,0.0006372833,0.0002726283,0.001781199],"study_design_scores_gemma":[0.00002373809,0.00001122621,0.0001952678,9.184719e-7,0.000005160208,0.000003865407,0.000002536127,0.9991899,0.0002971726,0.0001399444,0.0001275847,0.000002659152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901915,0.0002190877,0.08069438,0.0005082707,0.0001498583,0.0002316482,0.002304277,0.002839755,0.01113777],"genre_scores_gemma":[0.9392616,0.0001334621,0.05644586,0.00009173179,0.00004612291,0.0001871112,0.001255896,0.0003024392,0.002275846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0442762,"threshold_uncertainty_score":0.08803695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168870036","doi":"10.1016/j.ecolmodel.2008.06.021","title":"Optimization of ecosystem model parameters through assimilating eddy covariance flux data with an ensemble Kalman filter","year":2008,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Eddy covariance; Ecosystem respiration; Environmental science; Atmospheric sciences; Biosphere model; Ecosystem; Leaf area index; Data assimilation; Photosynthetic capacity; Soil respiration; Carbon cycle; Stomatal conductance; Photosynthesis; Soil science; Ecology; Biosphere; Botany; Soil water; Biology; Meteorology; Physics","authors":[{"name":"Xingguo Mo","is_ca":true},{"name":"Jing M. Chen","is_ca":true},{"name":"Weimin Ju","is_ca":false},{"name":"T. Andrew Black","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07384850583724742,"gpt":0.239073172807476,"spread":0.1652246669702286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007914391,0.0006740547,0.0008095842,0.00035149,0.0004286548,0.0007140426,0.0004495033,0.0007596145,0.0007300896],"category_scores_gemma":[0.002343273,0.0006364505,0.0006533387,0.0005019701,0.000308611,0.001382603,0.0006145583,0.000851422,0.0002581831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579572,"about_ca_system_score_gemma":0.00131866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02402703,"about_ca_topic_score_gemma":0.02861829,"domain_scores_codex":[0.9997892,0.00004449256,0.00001957032,0.00006388917,0.00005503574,0.00002789275],"domain_scores_gemma":[0.9994868,0.0002214301,0.0000669275,0.00005848676,0.0001522272,0.00001403309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004617614,0.00002836756,0.001198812,0.00003344256,0.00006973426,0.00001572035,0.00004564026,0.9340532,0.00569844,0.001630906,0.0004228966,0.05675657],"study_design_scores_gemma":[0.000004957783,0.000006821927,0.0004560961,0.000002742665,0.00001095205,0.000003539669,0.000003200738,0.9976321,0.001116794,0.0005423654,0.0002143324,0.000005935308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04305106,0.0001208266,0.955541,0.00006006552,0.00003282492,0.00001351989,0.00006174297,0.0003884624,0.0007306011],"genre_scores_gemma":[0.718366,0.0002576183,0.278744,0.00005782226,0.00004570132,0.00009752563,0.0004321728,0.0001649674,0.001834132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02402703,"threshold_uncertainty_score":0.04777431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965348669","doi":"10.1016/j.ecolmodel.2010.01.013","title":"Will climate change overwhelm fire management capacity?","year":2010,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Forest Service; University of Toronto; Natural Resources Canada; York University","funders":"","keywords":"Environmental science; Climate change; GCM transcription factors; Climatology; Christian ministry; Business as usual; Disturbance (geology); Meteorology; General Circulation Model; Geography; Ecology; Geology","authors":[{"name":"Justin Podur","is_ca":true},{"name":"M. Wotton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02422262105858224,"gpt":0.2110530066616141,"spread":0.1868303856030319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004396647,0.00040972,0.000486957,0.0004316638,0.001100601,0.004108989,0.001112738,0.004252739,0.022632],"category_scores_gemma":[0.01852466,0.0003206136,0.0004020408,0.0006205045,0.001598842,0.009382112,0.001499399,0.002784142,0.001548291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676612,"about_ca_system_score_gemma":0.002068988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007134657,"about_ca_topic_score_gemma":0.008727062,"domain_scores_codex":[0.9992216,0.0003473523,0.00001971158,0.00009001526,0.0001029588,0.000218447],"domain_scores_gemma":[0.9931955,0.00372007,0.0006691845,0.0003969877,0.0007858759,0.001232271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009776247,0.0005592291,0.06979388,0.0004764691,0.0005087914,0.00102234,0.001742968,0.08279309,0.002807487,0.5214583,0.1346771,0.1831827],"study_design_scores_gemma":[0.0001608341,0.0001925393,0.02921339,0.0004386785,0.0002301903,0.0004238086,0.006944958,0.1196229,0.001950681,0.6894308,0.1512485,0.0001425796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3479745,0.005313964,0.01680455,0.4419824,0.00484099,0.00004632125,0.0008883834,0.0004107228,0.181738],"genre_scores_gemma":[0.9831029,0.001412644,0.001595717,0.007766321,0.0005865883,0.00002627187,0.00007632106,0.00005539089,0.00537785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.022632,"threshold_uncertainty_score":0.07571161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026963084","doi":"10.1016/j.ecolmodel.2003.06.004","title":"Analysis of movements and behavior of caribou (Rangifer tarandus) using hidden Markov models","year":2003,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University; University of Alberta","funders":"University of Alberta","keywords":"Woodland caribou; Hidden Markov model; Resource (disambiguation); Selection (genetic algorithm); Computer science; State space; Ecology; Identification (biology); Hidden semi-Markov model; Markov chain; Markov model; Mathematics; Statistics; Artificial intelligence; Machine learning; Habitat; Markov property; Biology","authors":[{"name":"Alastair Franke","is_ca":true},{"name":"Terry Caelli","is_ca":true},{"name":"Robert J. Hudson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0415809246635864,"gpt":0.2432444402516945,"spread":0.2016635155881081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007303273,0.0003433054,0.0003286228,0.0005222574,0.0003459082,0.0003776253,0.0004975869,0.0004654692,0.0006266649],"category_scores_gemma":[0.002420042,0.0003477063,0.0005860757,0.0002934553,0.0002857796,0.0005289375,0.0002751728,0.0004261227,0.00009875716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000707255,"about_ca_system_score_gemma":0.000637119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0434566,"about_ca_topic_score_gemma":0.031952,"domain_scores_codex":[0.9998235,0.00007268301,0.000008347302,0.00003246335,0.00002263391,0.00004036539],"domain_scores_gemma":[0.9979885,0.001674685,0.0001654376,0.0000527388,0.00006519401,0.00005345454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003105999,0.000157653,0.07399921,0.00002926967,0.0001716838,0.0001473969,0.0002440164,0.9081929,0.002764092,0.002411847,0.0002401838,0.01133115],"study_design_scores_gemma":[0.000005127347,0.00002280779,0.008600685,0.000001974795,0.00002042423,0.00002170853,0.0000293721,0.9903437,0.0002821134,0.0006139189,0.00005289332,0.000005321265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810239,0.00005883788,0.01845941,0.00007122718,0.000004217976,0.000005953214,0.00008310094,0.0000532902,0.0002400241],"genre_scores_gemma":[0.9964808,0.00003276959,0.003000046,0.000004350091,0.000002557899,0.000007711165,0.0001698022,0.000006351991,0.0002955272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0434566,"threshold_uncertainty_score":0.08640736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053702256","doi":"10.1016/j.ecolmodel.2007.12.010","title":"Response of tree growth to a changing climate in boreal central Canada: A comparison of empirical, process-based, and hybrid modelling approaches","year":2008,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Winnipeg; Université Laval; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Environmental science; Climate change; Taiga; Empirical modelling; Precipitation; Canopy; Productivity; Growing season; Climatology; Dendrochronology; Vegetation (pathology); Boreal; Atmospheric sciences; Physical geography; Ecology; Meteorology; Geography; Computer science; Biology","authors":[{"name":"Martin P. Girardin","is_ca":true},{"name":"Frédéric Raulier","is_ca":true},{"name":"Pierre Y. Bernier","is_ca":true},{"name":"Jacques Tardif","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0592392940890639,"gpt":0.2470976163809425,"spread":0.1878583222918787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008487959,0.0003611159,0.0002721878,0.0003405191,0.0007658365,0.001236176,0.001333731,0.0007151735,0.0008939012],"category_scores_gemma":[0.002733416,0.0002556123,0.0005401604,0.0007568846,0.00075992,0.0004443442,0.0003950608,0.0004922729,0.0000695901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0125299,"about_ca_system_score_gemma":0.006770053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9729589,"about_ca_topic_score_gemma":0.96791,"domain_scores_codex":[0.9997531,0.00005385373,0.00001096803,0.00005580746,0.0000611729,0.00006521685],"domain_scores_gemma":[0.9989154,0.0004810056,0.0001056032,0.00005156864,0.0003269384,0.0001194214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006161178,0.0001996288,0.2885875,0.0001618297,0.0002615329,0.0001926974,0.001064503,0.6861429,0.005488001,0.002243931,0.001455311,0.01358605],"study_design_scores_gemma":[0.00005138028,0.00005166123,0.3240958,0.00002248023,0.00008682334,0.00006360199,0.0008712967,0.6719492,0.001043237,0.0006559651,0.001036666,0.00007189991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978793,0.0001095819,0.0007881424,0.0001478118,0.00000427921,0.000007745101,0.0003771308,0.00003930276,0.000646733],"genre_scores_gemma":[0.998825,0.00008304448,0.0004801962,0.00002164635,0.000001584441,0.000005167639,0.0001984293,0.000009624342,0.0003754827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02704114,"threshold_uncertainty_score":0.09091115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2503477651","doi":"10.1016/j.ecolmodel.2016.07.004","title":"Climate change, cyanobacteria blooms and ecological status of lakes: A Bayesian network approach","year":2016,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Ministry of Education, India; Ministry of Earth Sciences; Mars","keywords":"Water Framework Directive; Eutrophication; Environmental science; Biomass (ecology); Phytoplankton; Climate change; Ecology; Aquatic ecosystem; Ecosystem; Ecological indicator; Water quality; Environmental resource management; Nutrient; Biology","authors":[{"name":"S. Jannicke Moe","is_ca":false},{"name":"Sigrid Haande","is_ca":false},{"name":"Raoul‐Marie Couture","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02581243137022633,"gpt":0.2154424230752208,"spread":0.1896299917049945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003096728,0.000794616,0.0006940269,0.002107609,0.0005842906,0.001436595,0.001189292,0.001459948,0.001534952],"category_scores_gemma":[0.008272587,0.0007963375,0.001103779,0.001514407,0.0007204538,0.001601056,0.001050115,0.0009566165,0.0001702702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965518,"about_ca_system_score_gemma":0.001021369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.038832,"about_ca_topic_score_gemma":0.02513844,"domain_scores_codex":[0.9990662,0.0005628701,0.00003992502,0.0001704133,0.00008986642,0.00007072221],"domain_scores_gemma":[0.9967551,0.002480433,0.0003355338,0.00006257361,0.000254664,0.0001117454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005210902,0.00003749851,0.005928984,0.00003433734,0.0001079025,0.00006027724,0.00006448593,0.9775234,0.0002823706,0.008036996,0.0002802119,0.007591473],"study_design_scores_gemma":[0.000006427571,0.000009798119,0.001352086,0.000007798343,0.00002434435,0.00001062588,0.00001164647,0.991145,0.00002852309,0.007198275,0.0001965345,0.000008959879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2715344,0.001500669,0.7178144,0.001727855,0.00007447101,0.0001561185,0.001408711,0.0002261174,0.005557267],"genre_scores_gemma":[0.9279493,0.001378593,0.06575596,0.0001327489,0.0001186761,0.00026891,0.0012152,0.00003880882,0.003141883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.038832,"threshold_uncertainty_score":0.07721198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034251456","doi":"10.1016/j.ecolmodel.2008.07.009","title":"Modeling soil hydraulic properties for a wide range of soil conditions","year":2008,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pedotransfer function; Hydraulic conductivity; Permanent wilting point; Soil texture; Soil science; Bulk density; Silt; Loam; Environmental science; Soil water; Field capacity; Soil test; Mathematics; Geology","authors":[{"name":"Vincent Balland","is_ca":true},{"name":"Joseph Alexander Paul Pollacco","is_ca":true},{"name":"Paul A. Arp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05841205873151795,"gpt":0.2138491611219484,"spread":0.1554371023904304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003528573,0.0005158185,0.0004979719,0.0004717267,0.0003431001,0.0005135097,0.0006845474,0.001314076,0.001031373],"category_scores_gemma":[0.001253335,0.0003155214,0.0006442278,0.0006811786,0.0003482412,0.001261496,0.0003393634,0.0004705238,0.0001264611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725376,"about_ca_system_score_gemma":0.0005926586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052783,"about_ca_topic_score_gemma":0.01125022,"domain_scores_codex":[0.9998991,0.00002859343,0.000005716429,0.00002629191,0.00001972248,0.00002060478],"domain_scores_gemma":[0.999418,0.000416515,0.00004906447,0.00003402379,0.00005612752,0.00002623228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006291436,0.00001473629,0.0006829241,0.000006650647,0.00000459685,0.00001227791,0.000008513149,0.9972677,0.0006492151,0.0002423814,0.00002798799,0.001076715],"study_design_scores_gemma":[0.000003225655,0.000007880875,0.0003704464,9.94301e-7,0.000003475665,0.000006710863,0.000007754314,0.9987195,0.0004226221,0.0003865481,0.00006754444,0.000003393533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251604,0.0001464141,0.0691225,0.0001249981,0.00001293231,0.0000280178,0.0003934037,0.0001647286,0.004846587],"genre_scores_gemma":[0.9926353,0.00009209786,0.005801265,0.00001394573,0.000005559468,0.00002903266,0.0001472517,0.00002121305,0.001254298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052783,"threshold_uncertainty_score":0.02093315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001403798","doi":"10.1016/s0304-3800(01)00498-7","title":"Modeling complex ecological systems: an introduction","year":2002,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Environmental Protection Agency","keywords":"Multivariate statistics; Multivariate adaptive regression splines; Support vector machine; Population; Multivariate analysis; Statistics; Econometrics; Linear regression; Computer science; Mathematics; Data mining; Bayesian multivariate linear regression; Machine learning","authors":[{"name":"Jianguo Wu","is_ca":false},{"name":"Danielle J. Marceau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07384784922875713,"gpt":0.2291960158460953,"spread":0.1553481666173381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002418591,0.003765112,0.003575144,0.002612937,0.00076238,0.003804764,0.004426428,0.005634709,0.005425067],"category_scores_gemma":[0.003669,0.002524084,0.003724622,0.00500087,0.004181222,0.008877974,0.003015116,0.007635443,0.002865707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783075,"about_ca_system_score_gemma":0.00150558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616761,"about_ca_topic_score_gemma":0.004239385,"domain_scores_codex":[0.9988505,0.0003397495,0.0001438686,0.0002861365,0.0003165361,0.0000633466],"domain_scores_gemma":[0.9974933,0.001698137,0.0001157352,0.0001747642,0.0003611773,0.0001569834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004459411,0.0003735764,0.001040348,0.007586814,0.0003925175,0.0004408269,0.0007872951,0.09666606,0.002546058,0.493482,0.06729589,0.3293441],"study_design_scores_gemma":[0.00003028475,0.00008835806,0.0007954061,0.00175991,0.000136494,0.0007280862,0.0001212561,0.07270528,0.0005209147,0.6158196,0.3071572,0.0001371134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.001017795,0.3306635,0.6500669,0.005001725,0.003459474,0.00009805077,0.0003195535,0.0005249709,0.008848043],"genre_scores_gemma":[0.02796699,0.4512379,0.4826349,0.00594851,0.01627642,0.0008676551,0.0006552166,0.0006979851,0.01371458],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005634709,"threshold_uncertainty_score":0.01814866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990999579","doi":"10.1016/s0304-3800(00)00390-2","title":"Evaluating modelling uncertainty for model selection","year":2001,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":109,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Institute of Materials Research and Engineering","keywords":"Sensitivity (control systems); Closeness; Simple (philosophy); Computer science; Model selection; Selection (genetic algorithm); Errors-in-variables models; Propagation of uncertainty; Index (typography); Biological system; Econometrics; Mathematics; Algorithm; Machine learning; Engineering","authors":[{"name":"Spencer Snowling","is_ca":true},{"name":"James R. Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1248231236989422,"gpt":0.3183523890631133,"spread":0.1935292653641711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05400911,0.001685815,0.002007341,0.003522292,0.001557096,0.002792127,0.002329581,0.002888006,0.001840805],"category_scores_gemma":[0.2599301,0.001416968,0.002102006,0.001721995,0.001691698,0.004678668,0.003369138,0.002946822,0.0001857082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015161,"about_ca_system_score_gemma":0.002511515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00690898,"about_ca_topic_score_gemma":0.004538444,"domain_scores_codex":[0.971046,0.02431569,0.0009603659,0.0009674506,0.002211473,0.0004991406],"domain_scores_gemma":[0.57034,0.4145232,0.00464766,0.005130588,0.00434683,0.00101181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005253658,0.00007091269,0.007726662,0.0001205818,0.0005180392,0.0001160731,0.0001016748,0.9622492,0.0002663903,0.007570454,0.0004956799,0.02023902],"study_design_scores_gemma":[0.0000454196,0.00006492787,0.0005935828,0.00002856381,0.00009750435,0.00002652611,0.00002754575,0.9880465,0.0004099297,0.01048969,0.0001545399,0.00001521851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2279794,0.001314436,0.7640276,0.001907833,0.0001175178,0.0002475482,0.0005412397,0.0008474949,0.003016833],"genre_scores_gemma":[0.8909587,0.0002697298,0.1071763,0.0001983746,0.00007796199,0.0001742086,0.0005769151,0.0001962109,0.0003715651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05400911,"threshold_uncertainty_score":0.2856309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016402711","doi":"10.1016/j.ecolmodel.2003.09.004","title":"Automated parameter optimization for Ecopath ecosystem models","year":2003,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":106,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Pew Charitable Trusts","keywords":"Computer science; Software; Gradient descent; Stochastic gradient descent; Monte Carlo method; Mathematical optimization; Statistics; Machine learning; Mathematics; Artificial neural network","authors":[{"name":"P Kavanagh","is_ca":true},{"name":"Nathaniel K. Newlands","is_ca":true},{"name":"Villy Christensen","is_ca":true},{"name":"Daniel Pauly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05252826518909683,"gpt":0.2551264327467819,"spread":0.2025981675576851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008197735,0.001193635,0.001087754,0.0007671089,0.0006031601,0.001138145,0.001311847,0.001109606,0.003956539],"category_scores_gemma":[0.004559465,0.0009068184,0.0008555765,0.0007366103,0.0006392505,0.001918591,0.00148785,0.001305632,0.0006989471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009980757,"about_ca_system_score_gemma":0.00141583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117284,"about_ca_topic_score_gemma":0.01386069,"domain_scores_codex":[0.9994861,0.00021969,0.00003599234,0.00009145324,0.0001083005,0.00005847807],"domain_scores_gemma":[0.9984943,0.0009663174,0.00009727481,0.0002772336,0.0001305221,0.00003435932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000764417,0.00003872713,0.0005562459,0.00003309274,0.00002563865,0.00003488317,0.00004032603,0.9284454,0.001308871,0.00291587,0.001106114,0.06541849],"study_design_scores_gemma":[0.00001012213,0.000005227564,0.00004479053,0.000002172094,0.000003406306,0.000005100958,0.000004880089,0.9946384,0.0004057363,0.004563097,0.0003148285,0.00000238708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06974684,0.0002439871,0.9209916,0.0002101318,0.00002800782,0.00007309506,0.000417089,0.005043716,0.003245501],"genre_scores_gemma":[0.6524758,0.0001551037,0.3429419,0.00008083868,0.00002021399,0.0002145255,0.0009377957,0.0007545525,0.002419228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01117284,"threshold_uncertainty_score":0.0222156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2580691580","doi":"10.1016/j.ecolmodel.2016.12.022","title":"Forest fire spread simulating model using cellular automaton with extreme learning machine","year":2017,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Fundamental Research Funds for the Central Universities; U.S. Forest Service; U.S. Geological Survey; Central South University; National Natural Science Foundation of China; U.S. Department of the Interior; Chengdu University of Information Technology; U.S. Department of Agriculture; National Science Foundation","keywords":"Cellular automaton; Computer science; Extreme learning machine; Automaton; Wind speed; Artificial intelligence; Simulation; Machine learning; Artificial neural network; Meteorology","authors":[{"name":"Zhong Zheng","is_ca":false},{"name":"Wei Huang","is_ca":true},{"name":"Songnian Li","is_ca":true},{"name":"Yongnian Zeng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0456275989984516,"gpt":0.2403611165515799,"spread":0.1947335175531283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191533,0.0004239367,0.0007535657,0.0004612023,0.0007751826,0.0006790034,0.001261064,0.00111285,0.00204849],"category_scores_gemma":[0.0008747743,0.0003330691,0.0007932648,0.000472987,0.0005339256,0.0006284919,0.0004922129,0.0007161027,0.0001809903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006692181,"about_ca_system_score_gemma":0.0005719526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02426541,"about_ca_topic_score_gemma":0.01338505,"domain_scores_codex":[0.9998471,0.00003542424,0.000008765172,0.00004907815,0.00002842962,0.00003115307],"domain_scores_gemma":[0.9996266,0.0001797904,0.00004333266,0.00003592212,0.00007857682,0.00003575629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001558569,0.0000176901,0.001042585,0.000008950759,0.00001298127,0.00007096788,0.0000238111,0.9949768,0.0005427274,0.001569943,0.00009488015,0.001622966],"study_design_scores_gemma":[0.000002340455,0.000003493596,0.0001088943,6.820916e-7,0.000003383734,0.000006158128,0.000003357251,0.9993433,0.00006969942,0.0004144515,0.00004239515,0.000001820127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6051312,0.0003592928,0.379702,0.0003724777,0.0001523311,0.00005437546,0.0003281941,0.0005536182,0.01334657],"genre_scores_gemma":[0.9896103,0.00006647819,0.008087974,0.00002132298,0.00001214951,0.0000370895,0.00008392282,0.00001421262,0.002066541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02426541,"threshold_uncertainty_score":0.04824835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034090346","doi":"10.1016/j.ecolmodel.2012.12.002","title":"An empirically parameterized individual based model of animal movement, perception, and memory","year":2013,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Robustness (evolution); Perception; Artificial intelligence; Movement (music); Machine learning; Context (archaeology); Cognition; Psychology; Geography","authors":[{"name":"Tal Avgar","is_ca":true},{"name":"Rob Deardon","is_ca":true},{"name":"John M. Fryxell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04712824193845653,"gpt":0.2467264802119286,"spread":0.1995982382734721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022031,0.0004693312,0.001029604,0.00055739,0.0004230118,0.001471674,0.002246022,0.002504453,0.003784023],"category_scores_gemma":[0.00670134,0.0005717856,0.0006056218,0.0008232594,0.001286405,0.002116001,0.001103709,0.001343019,0.0004481872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355609,"about_ca_system_score_gemma":0.001070644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01504491,"about_ca_topic_score_gemma":0.01023622,"domain_scores_codex":[0.9997166,0.00009426587,0.0000119218,0.00009192759,0.0000288004,0.00005643471],"domain_scores_gemma":[0.9979897,0.001386144,0.000214196,0.0001402667,0.0001511575,0.00011863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005929763,0.00005355092,0.002159361,0.00002554624,0.00003306481,0.00007952232,0.0001392395,0.967135,0.0005022741,0.02375254,0.0005602947,0.005500202],"study_design_scores_gemma":[0.000009032929,0.000009651932,0.0005333428,0.000003577866,0.00000811939,0.00002443701,0.00001234892,0.9888124,0.00003235069,0.0104505,0.00009747595,0.000006763126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4748895,0.0005451354,0.5089238,0.002280785,0.00010492,0.00006265405,0.0006347744,0.0003473311,0.01221107],"genre_scores_gemma":[0.979084,0.0001547839,0.01593974,0.00009137159,0.00002970999,0.00008121612,0.0001314061,0.00003503852,0.004452676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01504491,"threshold_uncertainty_score":0.02991468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990607266","doi":"10.1016/j.ecolmodel.2005.01.036","title":"Nitrogen controls on ecosystem carbon sequestration: a model implementation and application to Saskatchewan, Canada","year":2005,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Forest Service; Natural Resources Canada; University of Toronto","funders":"Australian Government","keywords":"Primary production; Environmental science; Ecosystem; Mineralization (soil science); Nitrogen cycle; Biosphere; Boreal ecosystem; Biogeochemical cycle; Plant litter; Carbon cycle; Taiga; Canopy; Carbon sequestration; Biomass (ecology); Biogeochemistry; Soil carbon; Atmospheric sciences; Nitrogen; Soil water; Forestry; Ecology; Soil science; Chemistry; Geography; Geology","authors":[{"name":"Jinxun Liu","is_ca":true},{"name":"David T. Price","is_ca":true},{"name":"Jing M. Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009139668039311058,"gpt":0.2126040168832015,"spread":0.2034643488438905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009257195,0.0007347584,0.0007447532,0.0006170868,0.002329089,0.0019784,0.002512144,0.001325015,0.002357271],"category_scores_gemma":[0.001771931,0.000596935,0.0009613567,0.001529571,0.001088488,0.0006800431,0.0007199864,0.0009356291,0.0001801202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03283663,"about_ca_system_score_gemma":0.0274741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898023,"about_ca_topic_score_gemma":0.9889138,"domain_scores_codex":[0.9997151,0.00006729548,0.0000105017,0.00005447426,0.00004783218,0.0001047977],"domain_scores_gemma":[0.9990402,0.0003763849,0.00003930899,0.00003197207,0.0004132089,0.00009886596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002624879,0.0001722027,0.01888238,0.00004577711,0.00007973298,0.0001864868,0.0001045983,0.9708332,0.0006922323,0.002311965,0.002393279,0.004035659],"study_design_scores_gemma":[0.0002548716,0.00006351787,0.01091828,0.00001405787,0.0000876922,0.0000156652,0.0003158616,0.9850272,0.001043886,0.0008654196,0.001344493,0.00004910275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851612,0.0001093389,0.00229615,0.0004479564,0.00002457063,0.0001166792,0.001534515,0.0001258709,0.01018369],"genre_scores_gemma":[0.990642,0.0002058654,0.003212976,0.00008434226,0.000004458184,0.0001032112,0.0006939625,0.00004035509,0.005012786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03283663,"threshold_uncertainty_score":0.2382476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995107638","doi":"10.1016/j.ecolmodel.2003.11.010","title":"The gypsy moth life stage model: landscape-wide estimates of gypsy moth establishment using a multi-generational phenology model","year":2004,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Gypsy moth; Phenology; Range (aeronautics); PEST analysis; Lymantria dispar; Ecology; Diapause; Climate change; Geography; Larva; Biology","authors":[{"name":"David R. Gray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04086445215434036,"gpt":0.2529758255821065,"spread":0.2121113734277661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422864,0.0006090004,0.0007667255,0.0005585249,0.0003776827,0.0005508437,0.001816244,0.0009136082,0.001996164],"category_scores_gemma":[0.002348833,0.0005456374,0.0008936968,0.0004933597,0.0003769272,0.0009122069,0.0006275316,0.0007436157,0.000358804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000932556,"about_ca_system_score_gemma":0.0006653145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02429371,"about_ca_topic_score_gemma":0.02402523,"domain_scores_codex":[0.9997833,0.00009881551,0.000008315274,0.00005824797,0.00001480645,0.00003654034],"domain_scores_gemma":[0.999213,0.0004612888,0.0001249099,0.00007257514,0.00005807577,0.00007006826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001501941,0.00004866151,0.009037736,0.00002847057,0.0001623999,0.00007739051,0.00006720675,0.9788213,0.001616069,0.0035258,0.0004158393,0.006048921],"study_design_scores_gemma":[0.00003198875,0.00001613955,0.002661338,0.000002939146,0.00004158824,0.00003160414,0.00000624181,0.9956125,0.0001286005,0.001268378,0.0001909443,0.000007773141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8210398,0.0004351671,0.1746329,0.0003643378,0.00002886687,0.00004622036,0.001285351,0.0003078835,0.001859554],"genre_scores_gemma":[0.9738228,0.0002222961,0.02223612,0.00005235638,0.00002159956,0.0000883645,0.0006990015,0.00007886437,0.002778717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02429371,"threshold_uncertainty_score":0.04830462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147581231","doi":"10.1016/j.ecolmodel.2004.08.018","title":"A bio-physical coastal ecosystem model for assessing environmental effects of marine bivalve aquaculture","year":2004,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Pelagic zone; Benthic zone; Environmental science; Phytoplankton; Oceanography; Ecosystem; Ecology; Benthos; Marine ecosystem; Food web; Zooplankton; Population; Fishery; Biology; Nutrient; Geology","authors":[{"name":"Michael K. Dowd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01605748254493423,"gpt":0.2421559028693317,"spread":0.2260984203243974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056447,0.000654006,0.0008542218,0.0004851535,0.0006819837,0.001045222,0.001529644,0.001725759,0.001900312],"category_scores_gemma":[0.001770471,0.0004953163,0.0008942138,0.0004790049,0.0006204888,0.0009194512,0.001111563,0.0006979114,0.0002027098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040845,"about_ca_system_score_gemma":0.001370106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02849435,"about_ca_topic_score_gemma":0.01823847,"domain_scores_codex":[0.9998505,0.00005965575,0.00001291596,0.00002981816,0.00002530779,0.00002181271],"domain_scores_gemma":[0.9994395,0.0003065757,0.00005812746,0.00003440445,0.00008840821,0.000072896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001071727,0.00001432681,0.0005316762,0.000007888577,0.0000134509,0.00002513736,0.000007934646,0.997409,0.0002876856,0.0007245046,0.00005243369,0.0009152358],"study_design_scores_gemma":[0.00000867401,0.0000114663,0.0001877082,0.000001556954,0.000007600253,0.000007125308,0.000006271516,0.9991513,0.00004162143,0.0004650858,0.0001084385,0.000003087064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6268785,0.0004363242,0.357484,0.000709877,0.000134518,0.0001412081,0.001189719,0.0005941183,0.01243175],"genre_scores_gemma":[0.9646976,0.0002084881,0.03101946,0.00008658185,0.00003068205,0.0001808583,0.000316193,0.00005678253,0.003403292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02849435,"threshold_uncertainty_score":0.05665702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340855917","doi":"10.1016/j.ecolmodel.2016.03.020","title":"Modelling the cumulative spatial–temporal effects of environmental drivers and fishing in a NW Mediterranean marine ecosystem","year":2016,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"European Commission","keywords":"Anchovy; Fishing; Environmental science; Marine ecosystem; Engraulis; Food web; Fishery; Merluccius merluccius; Ecosystem; Biomass (ecology); Ecology; Hake; Biology","authors":[{"name":"Marta Coll","is_ca":false},{"name":"Jeroen Steenbeek","is_ca":false},{"name":"Jordi Solé","is_ca":false},{"name":"Isabel Palomera","is_ca":false},{"name":"Villy Christensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02368161308659369,"gpt":0.2199577122742805,"spread":0.1962760991876868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008278527,0.0005233612,0.0004857097,0.0004199426,0.0003714609,0.0009205293,0.001209562,0.001259154,0.00124624],"category_scores_gemma":[0.002785638,0.0005454944,0.0009681613,0.0005636732,0.0006725556,0.0009253959,0.0008592742,0.000659461,0.0000914967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758544,"about_ca_system_score_gemma":0.00108244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1022139,"about_ca_topic_score_gemma":0.07969519,"domain_scores_codex":[0.9998425,0.00005271307,0.00001239028,0.00004322113,0.00001058315,0.0000384669],"domain_scores_gemma":[0.9990714,0.000532123,0.0001659549,0.0000471263,0.00006275037,0.0001206646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001063024,0.00007832592,0.03131986,0.00002988614,0.0001390938,0.000134711,0.0001064433,0.9632142,0.0009331584,0.001046792,0.0001546173,0.00273669],"study_design_scores_gemma":[0.00001389852,0.00003664863,0.009092328,0.000003576061,0.00004314033,0.00001658599,0.00008303764,0.9899541,0.00009651577,0.000533283,0.0001163302,0.00001045852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967265,0.00007089964,0.002457682,0.00013585,0.000009344139,0.000006236524,0.00008778588,0.00001413586,0.0004916051],"genre_scores_gemma":[0.9981791,0.00006900106,0.0009834446,0.0000164437,0.000006252573,0.000010098,0.00006273464,0.000007497058,0.0006654583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022139,"threshold_uncertainty_score":0.2032379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080484291","doi":"10.1016/j.ecolmodel.2008.11.016","title":"Incorporating consumer–resource spatial interactions in reserve design","year":2009,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Habitat; Peromyscus; Ecology; Nature reserve; Resource (disambiguation); Predation; Environmental resource management; Geography; Environmental science; Computer science; Biology","authors":[{"name":"Bronwyn Rayfield","is_ca":true},{"name":"Atte Moilanen","is_ca":false},{"name":"Marie‐Josée Fortin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05515082841052053,"gpt":0.2720509495056523,"spread":0.2169001210951318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002406607,0.0004712027,0.0007809306,0.0005515818,0.0004476857,0.001247219,0.001252732,0.001245239,0.004233079],"category_scores_gemma":[0.00855899,0.0007934326,0.0005797609,0.000683607,0.0005576906,0.002848665,0.001039302,0.0006069379,0.0002191439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007686368,"about_ca_system_score_gemma":0.0007920846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434836,"about_ca_topic_score_gemma":0.01202247,"domain_scores_codex":[0.9991924,0.000521791,0.00003445392,0.00008403152,0.00009023687,0.00007702823],"domain_scores_gemma":[0.995868,0.003262148,0.000215993,0.0002434722,0.0002732353,0.0001371774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000510665,0.00003749501,0.002084018,0.00003465714,0.00003685816,0.0000469496,0.00005108053,0.9779392,0.0005193044,0.008571912,0.0002062133,0.01042128],"study_design_scores_gemma":[0.000006513385,0.0000176691,0.000271072,0.000003047895,0.0000153875,0.00001422426,0.00001333834,0.9956732,0.00009760286,0.003704098,0.0001802338,0.000003649499],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2252542,0.0003294192,0.7672763,0.0004821367,0.00005260277,0.0000671099,0.00006297481,0.0001336415,0.006341416],"genre_scores_gemma":[0.94951,0.00008516808,0.04869014,0.00003862947,0.00001700712,0.000041071,0.00002167541,0.00003585968,0.001560451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00434836,"threshold_uncertainty_score":0.01416111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998671593","doi":"10.1016/j.ecolmodel.2005.09.001","title":"Adaptive management for reintroductions: Updating a wolf recovery model for Yellowstone National Park","year":2005,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Park Service","keywords":"Ungulate; National park; Predation; Canis; Geography; Adaptive management; Context (archaeology); Ecology; Range (aeronautics); Wildlife management; Population; Forage; Gray wolf; Wildlife; Habitat; Biology; Demography","authors":[{"name":"Nathan Varley","is_ca":true},{"name":"Mark S. Boyce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04566212972408212,"gpt":0.2527547139934393,"spread":0.2070925842693572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003039212,0.0005166733,0.001139734,0.0008101464,0.0008828288,0.00133788,0.002639189,0.001691186,0.002720535],"category_scores_gemma":[0.006518579,0.0007307286,0.0009867925,0.0006682395,0.0006534116,0.001752498,0.000849841,0.001137423,0.0001990713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002470218,"about_ca_system_score_gemma":0.002161043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1213049,"about_ca_topic_score_gemma":0.1395282,"domain_scores_codex":[0.9995431,0.0001968908,0.00003184844,0.0001191748,0.00003223542,0.00007674944],"domain_scores_gemma":[0.9977394,0.001268386,0.0002735291,0.0001652957,0.0003552591,0.0001980974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004777384,0.00003593103,0.007597338,0.00001121455,0.00003732696,0.00005273431,0.00006124379,0.9873844,0.0000633328,0.0008354347,0.0004913062,0.00338183],"study_design_scores_gemma":[0.00001721937,0.00001043134,0.0009280647,0.000004524817,0.00002097362,0.0000129799,0.00003070359,0.9981701,0.00002635581,0.0006239797,0.0001488268,0.000005712098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961901,0.0002043437,0.0338558,0.001111756,0.0000504472,0.0000629002,0.0007765641,0.0001852642,0.00185188],"genre_scores_gemma":[0.9884672,0.0000862927,0.009231015,0.00006103735,0.00001489802,0.00006464325,0.0003878932,0.00004663812,0.001640428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213049,"threshold_uncertainty_score":0.2411976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056899790","doi":"10.1016/s0304-3800(02)00134-5","title":"Effects of harvesting regimes on carbon and nitrogen dynamics of boreal forests in central Canada: a process model simulation","year":2002,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":79,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada; University of Alberta; Canadian Forest Service; Ontario Forest Research Institute","funders":"","keywords":"Taiga; Environmental science; Boreal; Biomass (ecology); Ecosystem; Productivity; Boreal ecosystem; Primary production; Carbon sequestration; Carbon stock; Logging; Atmospheric sciences; Agroforestry; Ecology; Forestry; Climate change; Geography; Biology; Carbon dioxide; Physics","authors":[{"name":"Changhui Peng","is_ca":true},{"name":"Hong Jiang","is_ca":true},{"name":"Michael J. Apps","is_ca":true},{"name":"Yanli Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01892990195741049,"gpt":0.2066634796070778,"spread":0.1877335776496673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008917171,0.0006908387,0.0007432104,0.0005685358,0.002166169,0.001772325,0.001892429,0.001362868,0.001815822],"category_scores_gemma":[0.002197673,0.0005529976,0.001034069,0.001042934,0.001632962,0.0007558737,0.0006219907,0.0009529601,0.0001287934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02574796,"about_ca_system_score_gemma":0.01700209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843462,"about_ca_topic_score_gemma":0.9804524,"domain_scores_codex":[0.9996333,0.0000627242,0.00001555618,0.00006891738,0.00004750193,0.000171887],"domain_scores_gemma":[0.9984882,0.0006793812,0.0001163077,0.00006258857,0.000388745,0.0002648306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003730691,0.0002491379,0.03625053,0.00003621136,0.00009879532,0.0001403751,0.0001939346,0.9563262,0.001147388,0.001767616,0.0008805192,0.002536098],"study_design_scores_gemma":[0.0001425095,0.00007649008,0.02769985,0.000009933223,0.00008357752,0.00001961318,0.0004221336,0.9699852,0.000460838,0.000538702,0.0005071324,0.00005406059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977623,0.00004801755,0.0003142247,0.0001008182,0.000004660814,0.0000179331,0.0003573584,0.00002430973,0.00137043],"genre_scores_gemma":[0.9979036,0.00006260002,0.0004048383,0.00003273258,0.000001928167,0.00001422893,0.0002773935,0.000008557947,0.001294146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02574796,"threshold_uncertainty_score":0.1868154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042160525","doi":"10.1016/j.ecolmodel.2005.03.006","title":"Litter decomposition affected by climate and litter quality—Testing the Yasso model with litterbag data from the Canadian intersite decomposition experiment","year":2005,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Litter; Environmental science; Decomposition; Climate change; Ecology; Atmospheric sciences; Chemistry; Biology","authors":[{"name":"Taru Palosuo","is_ca":false},{"name":"Jari Liski","is_ca":false},{"name":"J. A. Trofymow","is_ca":true},{"name":"B. D. Titus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07071722255637498,"gpt":0.2813331361129386,"spread":0.2106159135565636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002642664,0.00113321,0.0009429096,0.0005655219,0.001109332,0.001005868,0.001697646,0.0008380145,0.001111455],"category_scores_gemma":[0.003485368,0.0004460415,0.001172737,0.0006541939,0.0009449837,0.0006990397,0.0005099528,0.000816703,0.0001704417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008700113,"about_ca_system_score_gemma":0.007156254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9076162,"about_ca_topic_score_gemma":0.8706694,"domain_scores_codex":[0.9994051,0.0001519773,0.00002471305,0.00013819,0.00009407182,0.0001859559],"domain_scores_gemma":[0.9960731,0.002373973,0.0002771359,0.0001993279,0.0006005026,0.0004759211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003607325,0.0006211147,0.1763268,0.0001448202,0.000664799,0.0001851843,0.000357946,0.7878638,0.01486235,0.002371006,0.002510646,0.01048423],"study_design_scores_gemma":[0.0003017532,0.000240166,0.1307982,0.000009093891,0.0001788632,0.00003020574,0.0001798172,0.864926,0.002208443,0.0004818955,0.0005674354,0.00007812434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981495,0.00005584552,0.0007455932,0.00009323261,0.000006563548,0.0000130422,0.000342161,0.00005497059,0.000539133],"genre_scores_gemma":[0.997999,0.00005422885,0.0008135717,0.00003321547,0.000003947215,0.00001438549,0.000425472,0.00002802192,0.0006281542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0923838,"threshold_uncertainty_score":0.1858557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157832927","doi":"10.1016/j.ecolmodel.2008.05.012","title":"Trophic flow kinetics in marine ecosystems: Toward a theoretical approach to ecosystem functioning","year":2008,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Pew Charitable Trusts","keywords":"Trophic level; Biomass (ecology); Ecosystem; Ecology; Environmental science; Predation; Apex predator; Ecological efficiency; Food web; Biology","authors":[{"name":"Didier Gascuel","is_ca":true},{"name":"Lyne Morissette","is_ca":true},{"name":"Maria Lourdes D. Palomares","is_ca":true},{"name":"Villy Christensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04154572703549655,"gpt":0.220583792065647,"spread":0.1790380650301504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001930458,0.0008330445,0.0009743046,0.0009550397,0.0008137131,0.002979445,0.001890555,0.002337134,0.002348541],"category_scores_gemma":[0.005956773,0.0006048316,0.00119318,0.001052102,0.003106364,0.005758889,0.0015395,0.002526632,0.0005170928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476056,"about_ca_system_score_gemma":0.001944377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00500495,"about_ca_topic_score_gemma":0.002381921,"domain_scores_codex":[0.9996355,0.0001886986,0.00002067753,0.00004751331,0.0000746418,0.00003302381],"domain_scores_gemma":[0.9986067,0.0009163711,0.0001332192,0.00009809761,0.0001531072,0.00009250444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000865279,0.0000327338,0.0006743956,0.00005742364,0.00001648035,0.00004725392,0.0001827023,0.3119831,0.0005082136,0.6809142,0.0007698884,0.004804913],"study_design_scores_gemma":[0.000006114466,0.000007458815,0.0001108382,0.00001837908,0.000007415154,0.00002106298,0.00005528543,0.5572404,0.00009374674,0.4407044,0.001723806,0.0000111259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03467394,0.001937429,0.9412284,0.004671636,0.0002604199,0.00002984215,0.00009488737,0.000131001,0.01697241],"genre_scores_gemma":[0.8287271,0.01001,0.1430532,0.000816735,0.0008337664,0.0002807949,0.0001702268,0.0002783468,0.01582988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00500495,"threshold_uncertainty_score":0.01070952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057373676","doi":"10.1016/j.ecolmodel.2012.12.008","title":"Modeling of decadal scale phosphorus retention in lake sediment under varying redox conditions","year":2013,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Connaught Fund; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Minnesota Duluth","keywords":"Anoxic waters; Sediment; Hypolimnion; Sedimentation; Water column; Organic matter; Phosphorus; Environmental science; Environmental chemistry; Diagenesis; Aeration; Hydrology (agriculture); Nutrient; Geology; Chemistry; Oceanography; Eutrophication; Mineralogy; Geomorphology","authors":[{"name":"Sergei Katsev","is_ca":false},{"name":"Maria Dittrich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02135429768766797,"gpt":0.223763994466328,"spread":0.2024096967786601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000362938,0.0004471547,0.0003917498,0.0002530835,0.000538278,0.0009805509,0.0006934766,0.001179996,0.001026778],"category_scores_gemma":[0.001092161,0.0003899887,0.0005267722,0.0004497765,0.0004628965,0.0009003179,0.0005233996,0.0006322923,0.00008915376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399581,"about_ca_system_score_gemma":0.0009824183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03767847,"about_ca_topic_score_gemma":0.02766993,"domain_scores_codex":[0.9999336,0.00001629447,0.000005104713,0.00002183917,0.000006503393,0.00001659712],"domain_scores_gemma":[0.999673,0.0001744491,0.00004785617,0.00001944734,0.00004304618,0.00004214774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004574265,0.00003160358,0.00472015,0.00001160809,0.00002478139,0.00003899769,0.000026362,0.9926134,0.001182742,0.0004378141,0.00008563653,0.0007810229],"study_design_scores_gemma":[0.00001071011,0.0000209324,0.001778749,0.000001463464,0.00001053125,0.000007480546,0.0000307621,0.9974968,0.0003029493,0.0002609149,0.00007183862,0.000006863075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946454,0.00006467349,0.003893857,0.0002068374,0.00001376908,0.000005025877,0.0002112648,0.00004448693,0.0009148121],"genre_scores_gemma":[0.9985807,0.00005111503,0.0007413903,0.00001777603,0.000003263038,0.000009223138,0.00008864018,0.000009305126,0.0004986969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03767847,"threshold_uncertainty_score":0.07491833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2414763461","doi":"10.1016/j.ecolmodel.2016.05.010","title":"Developing a high taxonomic resolution food web model to assess the functional role of forage fish in the California Current ecosystem","year":2016,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fisheries and Oceans Canada; Marisla Foundation; National Fish and Wildlife Foundation; U.S. Fish and Wildlife Service; Pew Charitable Trusts","keywords":"Forage fish; Forage; Food web; Trophic level; Biology; Predation; Ecology; Ecosystem; Ecosystem-based management; Predatory fish; Fishery; Environmental science","authors":[{"name":"Laura E. Koehn","is_ca":false},{"name":"Timothy E. Essington","is_ca":false},{"name":"Kristin N. Marshall","is_ca":false},{"name":"Isaac C. Kaplan","is_ca":false},{"name":"William J. Sydeman","is_ca":false},{"name":"Amber I. Szoboszlai","is_ca":false},{"name":"Julie A. Thayer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1119703984749127,"gpt":0.2596474610773305,"spread":0.1476770626024178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004435885,0.0003512917,0.0003779406,0.0003503411,0.0005488846,0.0008305206,0.0009874381,0.001118981,0.001323396],"category_scores_gemma":[0.001292327,0.0005709096,0.0006088612,0.0003161679,0.0003098501,0.0008776665,0.0004988791,0.00058792,0.0001525039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154024,"about_ca_system_score_gemma":0.001500647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1207912,"about_ca_topic_score_gemma":0.09553709,"domain_scores_codex":[0.9999315,0.00002014531,0.000004387245,0.00002231927,0.000009849485,0.00001177418],"domain_scores_gemma":[0.999667,0.000171052,0.0000392147,0.00002552815,0.00005748712,0.00003976491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001314993,0.00002917759,0.003330083,0.000007067155,0.00002673924,0.00001821436,0.00001353985,0.9937555,0.0003440433,0.0006099716,0.0001253431,0.001727187],"study_design_scores_gemma":[0.000006936362,0.00000461719,0.0005604379,0.000001002769,0.000005436557,0.000003146096,0.00000639241,0.999095,0.00003646089,0.0002256996,0.00005226639,0.00000263944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313923,0.0001592732,0.06247796,0.0004428735,0.00003191165,0.00004289332,0.0004001998,0.0002116024,0.004841004],"genre_scores_gemma":[0.9686614,0.00009363674,0.02894205,0.00007061578,0.0000135466,0.00006032719,0.0002689979,0.00003451978,0.001854847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207912,"threshold_uncertainty_score":0.2401761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998324985","doi":"10.1016/s0304-3800(01)00326-x","title":"Simultaneous equations, error-in-variable models, and model integration in systems ecology","year":2001,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Variable (mathematics); Scale (ratio); Regression analysis; Systems ecology; Mathematics; Regression; Least-squares function approximation; Errors-in-variables models; Statistics; Ecology; Stage (stratigraphy); Econometrics; Computer science; Applied mathematics; Applied ecology; Biology; Geography","authors":[{"name":"Shouzheng Tang","is_ca":false},{"name":"Yong Li","is_ca":false},{"name":"Yonghe Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03017517743481768,"gpt":0.2250705941239261,"spread":0.1948954166891084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005037148,0.001664351,0.002509943,0.0007461139,0.0008149426,0.002107523,0.002020864,0.002584159,0.001903854],"category_scores_gemma":[0.01788279,0.00149206,0.001529052,0.001983625,0.002579656,0.004558056,0.003186746,0.00381968,0.0002453554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075729,"about_ca_system_score_gemma":0.001850196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173017,"about_ca_topic_score_gemma":0.008237792,"domain_scores_codex":[0.996865,0.001970917,0.0001695875,0.0003498669,0.0004697837,0.0001748676],"domain_scores_gemma":[0.9886967,0.009925913,0.000490844,0.0003293101,0.0004417252,0.0001154163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008036297,0.0000679166,0.0007612169,0.0001519403,0.0001782861,0.00006181058,0.0002842484,0.7854369,0.0003903332,0.1832279,0.001010039,0.02834905],"study_design_scores_gemma":[0.00001332126,0.00001528401,0.00008150202,0.000008356352,0.00002703129,0.000008149857,0.00001168163,0.8528253,0.00009267169,0.146391,0.0005111775,0.0000144809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009961724,0.001837929,0.986249,0.0006779013,0.0001172668,0.00001239647,0.00003833338,0.0001282357,0.0009772127],"genre_scores_gemma":[0.7489763,0.00455687,0.2375625,0.0002895363,0.0008514223,0.0003029693,0.0002495454,0.0002642664,0.006946655],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01173017,"threshold_uncertainty_score":0.02663928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060287127","doi":"10.1016/j.ecolmodel.2013.07.007","title":"Application of the CBM-CFS3 model to estimate Italy's forest carbon budget, 1995–2020","year":2013,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Università degli Studi di Padova","keywords":"Carbon sink; Forest inventory; Forest management; Environmental science; Sink (geography); Carbon sequestration; Carbon accounting; Greenhouse gas; Forestry; Geography; Climate change; Ecology; Agroforestry; Carbon dioxide","authors":[{"name":"Roberto Pilli","is_ca":false},{"name":"Giacomo Grassi","is_ca":false},{"name":"Werner A. Kurz","is_ca":true},{"name":"C. Smyth","is_ca":true},{"name":"Viorel Blujdea","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01030973696413952,"gpt":0.2216753691450766,"spread":0.2113656321809371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009585416,0.0009216399,0.0005536352,0.0007216625,0.0007521517,0.0009298424,0.001453552,0.001048012,0.001905037],"category_scores_gemma":[0.001411153,0.0004219574,0.001065927,0.001078448,0.000494831,0.0004706667,0.0003797088,0.0006713517,0.0002301395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006816168,"about_ca_system_score_gemma":0.005210599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6524625,"about_ca_topic_score_gemma":0.4083486,"domain_scores_codex":[0.9997883,0.00004596979,0.000009937135,0.00006207311,0.0000277044,0.00006609936],"domain_scores_gemma":[0.9995005,0.0001960079,0.00004482443,0.00004120062,0.0001583669,0.00005908485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000580796,0.00002382057,0.008155617,0.00001712741,0.00002744813,0.00003912137,0.00001543527,0.9886423,0.0001703395,0.0005206914,0.0008589406,0.001471184],"study_design_scores_gemma":[0.00004114621,0.0000139501,0.005094873,0.000008177413,0.00002245365,0.00001051513,0.00002216334,0.9935555,0.0001788659,0.000190719,0.0008461621,0.00001538808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587045,0.0002988396,0.009150874,0.0005625944,0.00006201689,0.00008711663,0.009658818,0.0007083241,0.0207668],"genre_scores_gemma":[0.9895079,0.00008921214,0.006016476,0.00007032873,0.00001309212,0.00006909569,0.002979695,0.00005730601,0.001196948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6524625,"threshold_uncertainty_score":0.6991683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983919497","doi":"10.1016/j.ecolmodel.2013.09.011","title":"Comparing the suitability of classified land cover data and remote sensing variables for modeling distribution patterns of plants","year":2013,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Comisión Nacional Forestal; Commission for Environmental Cooperation","keywords":"Land cover; Categorical variable; Remote sensing; Thematic map; Environmental science; Land use; Biodiversity; Computer science; Ecology; Geography; Cartography; Machine learning","authors":[{"name":"Anna F. Cord","is_ca":false},{"name":"Doris Klein","is_ca":false},{"name":"Franz Mora","is_ca":false},{"name":"Stefan Dech","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1455846776775852,"gpt":0.2733169923210645,"spread":0.1277323146434793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003239156,0.0008012391,0.0004905977,0.001215573,0.0004598154,0.001385663,0.001021761,0.001337759,0.001179085],"category_scores_gemma":[0.01305656,0.0005225886,0.001196967,0.0009671099,0.0005172816,0.00171921,0.0005853605,0.0007249314,0.0002062519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638569,"about_ca_system_score_gemma":0.0008900971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04667464,"about_ca_topic_score_gemma":0.02549455,"domain_scores_codex":[0.9992513,0.0004459546,0.00005183581,0.0001293356,0.00006370663,0.00005782725],"domain_scores_gemma":[0.9846269,0.01384899,0.0003484874,0.000295942,0.00061139,0.0002681833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000183105,0.0001847584,0.02310453,0.00004006618,0.0001220737,0.00002993486,0.0000733914,0.9694136,0.0006188252,0.0005642814,0.0001468177,0.005518686],"study_design_scores_gemma":[0.00002676936,0.00004541492,0.004174799,0.000005303749,0.00002589402,0.000009585486,0.0000512251,0.9948418,0.0003329733,0.0004024191,0.00007191864,0.0000120239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872229,0.0001354554,0.01055644,0.0002067908,0.00002431186,0.00004417951,0.0003589438,0.00007547148,0.001375404],"genre_scores_gemma":[0.993233,0.00007483028,0.00598229,0.00002311394,0.00001293377,0.00003884514,0.0002884454,0.0000320738,0.0003145579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04667464,"threshold_uncertainty_score":0.09280592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075261077","doi":"10.1016/j.ecolmodel.2003.07.006","title":"A large-scale model for the at-sea distribution and abundance of Marbled Murrelets (Brachyramphus marmoratus) during the breeding season in coastal British Columbia, Canada","year":2004,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary; University of Victoria; Killam Trusts; Division of Ocean Sciences; National Oceanic and Atmospheric Administration","keywords":"Seabird; Spawn (biology); Abundance (ecology); Environmental science; Geography; Oceanography; Estuary; Fishery; Physical geography; Ecology; Geology; Predation; Biology","authors":[{"name":"Peggy P.W. Yen","is_ca":true},{"name":"Falk Huettmann","is_ca":false},{"name":"Fred Cooke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01064495437351347,"gpt":0.195226551805888,"spread":0.1845815974323745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005491043,0.0008266171,0.0009652643,0.00068734,0.002130257,0.002083636,0.003535626,0.002144301,0.00352041],"category_scores_gemma":[0.002653025,0.001138176,0.0007561406,0.001288662,0.001541712,0.00100192,0.0007842806,0.001307684,0.0003714793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01613263,"about_ca_system_score_gemma":0.009777157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763234,"about_ca_topic_score_gemma":0.9562044,"domain_scores_codex":[0.9997922,0.00004178578,0.00001015642,0.00005575815,0.0000233371,0.00007683156],"domain_scores_gemma":[0.9991367,0.0003150563,0.00008653512,0.00003779239,0.0002244764,0.0001993694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007349852,0.00003800543,0.01204083,0.00001150859,0.00003801119,0.00007905434,0.00005536363,0.9852916,0.0001646638,0.0006240297,0.0008458471,0.0007375643],"study_design_scores_gemma":[0.00004219101,0.00001176632,0.005900809,0.00000482479,0.00001779405,0.000009643614,0.00009787976,0.9932839,0.00002584031,0.0002734735,0.0003148958,0.0000170524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887086,0.000196412,0.004062747,0.000752023,0.0000397411,0.00003627434,0.002072223,0.0001463026,0.003985701],"genre_scores_gemma":[0.994298,0.0001138408,0.0011173,0.00005997473,0.00001137522,0.00003599418,0.0008831408,0.00003006309,0.003450226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02367657,"threshold_uncertainty_score":0.1170509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}