{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":146,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":146,"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":"fa9d4d29cc01","filters":{"venue":"WIT transactions on ecology and the environment"}},"results":[{"id":"W2573732719","doi":"10.2495/sdp160311","title":"The urban green space provision using the standards approach: issues and challenges of its implementation in Malaysia","year":2016,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Urbanization; Environmental planning; Urban planning; Space (punctuation); Urban density; Consistency (knowledge bases); Space policy; Kuala lumpur; Population; Urban green space; Business; Compact city; Regional science; Economic growth; Civil engineering; Geography; Computer science; Engineering; Economics; Sociology","authors":[{"name":"M. R. Maryanti","is_ca":false},{"name":"H. Khadijah","is_ca":false},{"name":"A. Muhammad Uzair","is_ca":false},{"name":"M. A. R. Megat Mohd Ghazali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01987867726024939,"gpt":0.2608430255512761,"spread":0.2409643482910268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008528536,0.00009849529,0.0001194975,0.00001993938,0.0003806666,0.000006801532,0.00009937872,0.00005031475,0.0001705556],"category_scores_gemma":[0.000002672502,0.00004189896,0.00002417611,0.00003776062,0.0006376873,0.00008217614,0.00001916093,0.0001000723,0.000005800328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177995,"about_ca_system_score_gemma":0.000008634061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003613971,"about_ca_topic_score_gemma":0.002335285,"domain_scores_codex":[0.9990608,0.000223398,0.0001611206,0.000194393,0.0001785359,0.000181725],"domain_scores_gemma":[0.9995344,0.0001710339,0.000078657,0.0001825621,0.000002032191,0.00003136874],"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":[0.002020721,0.0009029765,0.4240952,0.000144673,0.0003019316,0.000005117886,0.0332404,0.005764519,0.005190731,0.02201825,0.0003018572,0.5060136],"study_design_scores_gemma":[0.006537729,0.001246272,0.9464774,0.00005724428,0.0001858033,0.00002672512,0.01152373,0.005422384,0.00169198,0.004104192,0.0223396,0.0003869671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477862,0.003008431,0.005279661,0.04246418,0.00004983566,0.001135517,0.00002654463,0.000008190279,0.0002414181],"genre_scores_gemma":[0.9861119,0.0133049,0.0001013061,0.00006230609,0.00000991668,0.00005478888,2.696101e-7,0.000006795473,0.000347824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5223821,"threshold_uncertainty_score":0.2927818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979820491","doi":"10.2495/fiva080251","title":"Evaluating spatially-explicit burn probabilities for strategic fire management planning","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Relevance (law); Scale (ratio); Strategic planning; Computer science; Operations research; Environmental resource management; Risk analysis (engineering); Environmental science; Engineering; Geography; Business","authors":[{"name":"Carol Miller","is_ca":false},{"name":"Marc‐André Parisien","is_ca":true},{"name":"Alan A. Ager","is_ca":false},{"name":"Mark A. Finney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0299099952471643,"gpt":0.2439947253483286,"spread":0.2140847301011642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006597728,0.0001878521,0.0002090531,0.0000246214,0.0008461671,0.00001273271,0.0001533701,0.00008343931,0.0007619561],"category_scores_gemma":[0.000005472913,0.0001384418,0.00007825,0.00004701043,0.0004200733,0.00008046724,0.00001627751,0.0001591108,0.0001544433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902009,"about_ca_system_score_gemma":0.000005575226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006816361,"about_ca_topic_score_gemma":0.00004608005,"domain_scores_codex":[0.9986498,0.0001800126,0.0002513177,0.000383111,0.0002045893,0.0003311551],"domain_scores_gemma":[0.9992025,0.0003776411,0.00008397192,0.0002711525,0.000001750309,0.00006298551],"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":[0.0009129491,0.0008028758,0.007325056,0.0001438466,0.0003821827,0.00003331782,0.004821265,0.9525035,0.0005027167,0.001878036,0.00009948951,0.03059475],"study_design_scores_gemma":[0.01960934,0.005828077,0.1378443,0.0001539894,0.0007502152,0.0003159664,0.003248355,0.8034943,0.001350637,0.01973784,0.006007863,0.00165918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814819,0.00006107707,0.01411757,0.0006145441,0.000166489,0.001827478,0.000009629265,0.00004056168,0.001680777],"genre_scores_gemma":[0.9951498,0.00008483486,0.00164743,0.0001778525,0.00002004446,0.001184975,0.000003897826,0.00001816761,0.001713017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1490093,"threshold_uncertainty_score":0.8342885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995240245","doi":"10.2495/rav060611","title":"Global climate change, air pollution, and women’s health","year":2006,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Environmental health; Natural resource economics; Extreme weather; Population; Global health; Effects of global warming; Geography; Global warming; Environmental resource management; Health care; Environmental planning; Business; Environmental science; Ecology; Medicine; Biology; Economics; Economic growth","authors":[{"name":"K. Duncan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01302065790882989,"gpt":0.2425628089185972,"spread":0.2295421510097673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689408,0.0001234059,0.000168462,0.00001604816,0.0007939459,0.000007408245,0.0000588692,0.0000771639,0.0006782393],"category_scores_gemma":[0.00000169273,0.00009121363,0.00002408656,0.00005708372,0.0006992856,0.00009173774,0.00001350464,0.0001192469,0.0001413573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489959,"about_ca_system_score_gemma":0.000007199254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006900757,"about_ca_topic_score_gemma":0.001094541,"domain_scores_codex":[0.9988341,0.0001859972,0.0001993296,0.0002397744,0.0001131233,0.0004276572],"domain_scores_gemma":[0.9995887,0.00004707714,0.00007051201,0.0001477272,5.797234e-7,0.0001453745],"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":[0.00374859,0.00526653,0.2727642,0.0003102926,0.0002648947,0.00002864841,0.02075079,0.09225629,0.00002402955,0.139265,0.007836443,0.4574843],"study_design_scores_gemma":[0.001369146,0.000343406,0.9752197,0.000004884995,0.00001297209,0.00002246775,0.0002483596,0.0004081569,0.000003776005,0.008196091,0.0140599,0.0001111359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330685,0.0004033629,0.01240999,0.1503014,0.0002248485,0.00112504,0.0001274611,0.00006770282,0.002271623],"genre_scores_gemma":[0.9811724,0.0009569246,0.0002331188,0.01727223,0.00002511902,0.0001551566,0.000002232546,0.00000557261,0.0001772593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7024555,"threshold_uncertainty_score":0.7426245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992547118","doi":"10.2495/arc080151","title":"Living skins: environmental benefits of green envelopes in the city context","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Stormwater; Environmental science; Surface runoff; Urban heat island; Context (archaeology); Environmental engineering; Urban runoff; Environmental quality; Environmental protection; Geography; Meteorology; Ecology","authors":[{"name":"Daniel Roehr","is_ca":true},{"name":"Jon Laurenz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01095980439573114,"gpt":0.1704085710123221,"spread":0.159448766616591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003849161,0.0001280946,0.0001568789,0.00003076155,0.0003253333,0.000003272784,0.0001727839,0.00007839392,0.001696177],"category_scores_gemma":[0.000004283432,0.0000805907,0.00005328916,0.00005480707,0.001043186,0.00009144132,0.00001700334,0.0002053889,0.0001128918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009468777,"about_ca_system_score_gemma":0.000003607183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003843631,"about_ca_topic_score_gemma":0.00085036,"domain_scores_codex":[0.9989598,0.000230115,0.0002233437,0.0002219637,0.0001844255,0.0001803659],"domain_scores_gemma":[0.9992935,0.0003905305,0.00006221325,0.0002227514,4.26195e-7,0.00003057268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002668978,0.00171838,0.8982347,0.000009528117,0.0001103239,0.00001538362,0.03450797,0.01538473,0.0007344179,0.0006924772,0.0000860704,0.04823917],"study_design_scores_gemma":[0.0008532078,0.0001435915,0.996497,0.000006766063,0.00002907327,0.00004451605,0.0006316525,0.000174084,0.0004508808,0.0002420713,0.0008298499,0.00009735115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972927,0.0001295227,0.0006509162,0.0007602851,0.00004025948,0.0004017039,0.00001543736,0.000006075796,0.0007030918],"genre_scores_gemma":[0.9979825,0.0007878086,0.00006830741,0.0005072494,0.000008764614,0.00009763335,0.000002194358,0.000007207489,0.0005383066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09826231,"threshold_uncertainty_score":0.9992164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2414324602","doi":"10.2495/st160011","title":"Green practices in hotels: the case of the GreenLeaders Program from TripAdvisor","year":2016,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Computer science; Astrobiology; Physics","authors":[{"name":"M. P. Leal Londoño","is_ca":false},{"name":"Gilda Hernández-Maskivker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03198582246971483,"gpt":0.3011434838422984,"spread":0.2691576613725836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009852399,0.00007365994,0.000110316,0.00003474354,0.0006090608,0.00001523331,0.0003171763,0.0000836196,0.0006600992],"category_scores_gemma":[0.00008875114,0.00003043891,0.0000637461,0.00009098872,0.002441931,0.0001178832,0.00001512099,0.0002258858,0.00003492163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006556614,"about_ca_system_score_gemma":0.00004115537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01483695,"about_ca_topic_score_gemma":0.03357724,"domain_scores_codex":[0.9983978,0.0009059574,0.0001346776,0.0001728915,0.0001787279,0.0002099008],"domain_scores_gemma":[0.9979566,0.0016006,0.0001338829,0.0002651156,0.000005857758,0.00003794664],"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":[0.00122382,0.002105229,0.01339295,0.00001265905,0.0005101249,0.0003833587,0.03911262,0.0003531883,0.0001681416,0.008942069,0.0002025809,0.9335933],"study_design_scores_gemma":[0.02564212,0.002031211,0.5024762,0.0001704108,0.001137238,0.0001274472,0.2800041,0.000911043,0.00217708,0.08964521,0.09463097,0.00104698],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8699669,0.0001205549,0.0002587329,0.1259376,0.0001651018,0.001295094,0.00002302463,0.00001524907,0.002217749],"genre_scores_gemma":[0.9970732,0.0005879975,0.00005658597,0.0001224984,0.00002798582,0.0001285943,1.19671e-7,0.000004775807,0.001998237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9325463,"threshold_uncertainty_score":0.9917234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975411995","doi":"10.2495/wm080241","title":"Organized and informal recycling: social movements contributing to sustainability","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Sustainability; Computer science; Environmental economics; Environmental planning; Natural resource economics; Environmental science; Economics; Ecology","authors":[{"name":"Jutta Gutberlet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007411640645169378,"gpt":0.1889463118507301,"spread":0.1815346712055607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005385284,0.00009969146,0.0001483159,0.00006636117,0.001404842,0.00002766752,0.00005557902,0.00006152208,0.0003367452],"category_scores_gemma":[0.00001768045,0.00008011037,0.00002472785,0.0000626743,0.0002169749,0.0001543439,0.0000239736,0.0001303871,0.00008116976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008469285,"about_ca_system_score_gemma":0.00001526808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002902955,"about_ca_topic_score_gemma":0.00001321379,"domain_scores_codex":[0.9993259,0.0000158144,0.0002191202,0.0001527782,0.00006494608,0.0002214039],"domain_scores_gemma":[0.9997754,0.00004972557,0.00007300585,0.00006939283,0.00002148312,0.00001104792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005385077,0.002301216,0.4650067,0.0003290021,0.001677884,0.00005082906,0.04153354,0.004954376,0.0002441502,0.2599509,0.001698312,0.216868],"study_design_scores_gemma":[0.006853365,0.00003736177,0.9314203,0.000003607245,0.00004846674,0.000005160034,0.003699338,0.0006701925,0.00007406332,0.003632067,0.05325425,0.0003018776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840246,0.000003709647,0.006137198,0.007660651,0.0001385842,0.0004274551,0.000001420435,0.00002467866,0.001581698],"genre_scores_gemma":[0.9922281,0.00001699768,0.00005840789,0.006427911,0.00005700946,0.0000586209,0.000004303126,0.000006536679,0.001142113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4664135,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966474639","doi":"10.2495/si060281","title":"Increased participation in Australian water markets","year":2006,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Water resources management and optimization","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"Australian Research Council","keywords":"Irrigation district; Entitlement (fair division); Production (economics); Irrigation; Business; Water scarcity; Agricultural economics; Agriculture; Scarcity; Value (mathematics); Water supply; Natural resource economics; Water resource management; Economics; Environmental science; Geography; Environmental engineering","authors":[{"name":"Henning Bjørnlund","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003784088406835651,"gpt":0.1607155980221961,"spread":0.1569315096153605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110097,0.00006467736,0.00006312671,0.00004844727,0.00006178827,0.000008951366,0.000029284,0.00003930036,0.0003227982],"category_scores_gemma":[2.465978e-7,0.00004275434,0.00001589925,0.00002035273,0.00005719287,0.00003975482,0.000001443599,0.00006843218,0.00004671793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002987284,"about_ca_system_score_gemma":3.17857e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002543539,"about_ca_topic_score_gemma":0.00008821698,"domain_scores_codex":[0.9996201,0.00004435467,0.0001026671,0.00007478513,0.00003612626,0.0001219724],"domain_scores_gemma":[0.999891,0.00001937139,0.000006372504,0.00006987427,5.949213e-7,0.00001280554],"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":[0.0000607031,0.0000938971,0.00203579,0.000007428476,0.00002175436,0.000002232868,0.0001696356,0.9961221,0.00010875,0.0001240669,0.00003156728,0.001222137],"study_design_scores_gemma":[0.005377833,0.00008372791,0.7731022,0.00001106553,0.0001298366,0.000002557179,0.00007494332,0.196753,0.009534388,0.002046809,0.01257333,0.0003103495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829327,0.00001131136,0.01457033,0.0006087743,0.00005530204,0.0002157704,0.000001380721,0.0000349194,0.001569532],"genre_scores_gemma":[0.9987946,0.0000383067,0.00006116914,0.00003271973,0.000008620903,0.00008129569,0.00001062971,0.000006930884,0.0009657421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.799369,"threshold_uncertainty_score":0.3534413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2225472364","doi":"10.2495/wm080811","title":"Persistence and fate of highly soluble pharmaceutical products in various types of municipal wastewater treatment plants","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Clofibric acid; Environmental impact of pharmaceuticals and personal care products; Effluent; Naproxen; Chemistry; Sewage treatment; Wastewater; Environmental chemistry; Bioavailability; Ibuprofen; Contamination; Carbamazepine; Diclofenac; Activated sludge; Pharmacology; Environmental science; Environmental engineering; Biology; Medicine","authors":[{"name":"Christian Gagnon","is_ca":true},{"name":"André Lajeunesse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03517013731149379,"gpt":0.2423738151326956,"spread":0.2072036778212018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354506,0.000134758,0.0002281616,0.00002813048,0.0001211203,0.000001833259,0.00007888382,0.00005780833,0.0003919165],"category_scores_gemma":[0.000002618586,0.00008661552,0.0000347807,0.00004043098,0.001662083,0.00006244158,0.00002292145,0.0001192311,0.00003327872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006822567,"about_ca_system_score_gemma":0.000004043632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000121194,"about_ca_topic_score_gemma":0.00003565798,"domain_scores_codex":[0.9991286,0.0001009364,0.0002045609,0.0002344195,0.0001168894,0.0002146082],"domain_scores_gemma":[0.9996326,0.00009809453,0.0000477463,0.0001450484,5.444853e-7,0.00007594712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008139949,0.01747319,0.3413686,0.0002473431,0.001157514,0.0003119561,0.03417408,0.1113497,0.4457213,0.0006438242,0.00004776729,0.03936482],"study_design_scores_gemma":[0.01156004,0.002128019,0.504356,0.00004698206,0.0003208005,0.0002969243,0.0006011751,0.009390061,0.4680335,0.0004638352,0.00233489,0.0004677551],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981921,0.0001592104,0.00005193242,0.0007961413,0.00004313649,0.0002790785,0.0000107066,0.000004255685,0.0004634435],"genre_scores_gemma":[0.9962428,0.002975234,0.0002000738,0.0001024593,0.000003359476,0.00001145355,0.000001312384,0.000006425012,0.0004568999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1629874,"threshold_uncertainty_score":0.6124013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995262017","doi":"10.2495/dn060041","title":"The optimized shape of a leaf petiole","year":2006,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"McGill University","keywords":"Petiole (insect anatomy); Materials science; Torsion (gastropod); Stiffness; Dimensionless quantity; Leaf blade; Composite material; Botany; Biology; Physics; Mechanics; Anatomy","authors":[{"name":"Damiano Pasini","is_ca":true},{"name":"Vahid Mirjalili","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003561530782470525,"gpt":0.1552939457150224,"spread":0.1517324149325519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001213895,0.00006868511,0.0001096681,0.00001227279,0.0002435212,0.000003690872,0.00004939412,0.00003340817,0.00008761934],"category_scores_gemma":[0.000001442979,0.00003895153,0.00004775344,0.00001901343,0.0003464796,0.00001343127,0.000002186179,0.00009247062,0.00001102917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001872798,"about_ca_system_score_gemma":0.000001501489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008674484,"about_ca_topic_score_gemma":0.0004832218,"domain_scores_codex":[0.9996325,0.00003550927,0.000119961,0.00006848262,0.00004272559,0.0001008608],"domain_scores_gemma":[0.9996024,0.0002514342,0.00001317788,0.000121536,0.000001708015,0.000009690473],"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":[0.0005121036,0.0003393444,0.005083849,0.00003464773,0.0005270175,0.000001799011,0.0009043071,0.9601967,0.0003607669,0.005193091,0.0002880915,0.02655825],"study_design_scores_gemma":[0.00906436,0.0003967757,0.8639335,0.00001496474,0.000398848,0.000013769,0.001245426,0.08197058,0.002790839,0.009307229,0.0304235,0.0004401866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501317,0.001967174,0.03930724,0.004028412,0.000298191,0.0004814378,0.00001848213,0.00007520131,0.003692179],"genre_scores_gemma":[0.9989356,0.0004490671,0.00009048511,0.00000829766,0.000008997255,0.00006869419,5.500255e-7,0.000005337835,0.0004329876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8782262,"threshold_uncertainty_score":0.1872993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964070454","doi":"10.2495/dn100491","title":"The pedagogy of bio-design: methodology development","year":2010,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Design and Development","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Development (topology); Systems engineering; Engineering; Mathematics","authors":[{"name":"Tijen Roshko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666363459485559,"gpt":0.2226356827773275,"spread":0.2059720481824719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009154089,0.0001216246,0.0001603557,0.00004950488,0.0003353119,0.00000684641,0.0001280407,0.000108355,0.0002050608],"category_scores_gemma":[0.00001152881,0.00007234584,0.00003461041,0.00004194478,0.0004145658,0.00001995781,0.000005528741,0.0002823256,0.0000340706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003774997,"about_ca_system_score_gemma":0.00003510823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003183394,"about_ca_topic_score_gemma":0.00003496451,"domain_scores_codex":[0.999202,0.0001661906,0.0002191477,0.0001239132,0.00007558957,0.0002132225],"domain_scores_gemma":[0.9987519,0.000975021,0.00002978508,0.0001975292,0.000005896321,0.00003980903],"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":[0.001370105,0.0005277552,0.0006707006,0.0001068412,0.001885266,0.00002593253,0.01363863,0.1981008,0.01430671,0.03045539,0.000408242,0.7385036],"study_design_scores_gemma":[0.01285998,0.0009533296,0.1254686,0.0000248844,0.0005211805,0.0002801713,0.007899397,0.02045939,0.3045762,0.03842751,0.4868536,0.001675784],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1292533,0.000333492,0.8669739,0.001276944,0.0008047572,0.0005747876,0.000001546654,0.00006082171,0.0007204837],"genre_scores_gemma":[0.9873335,0.0005030612,0.01109625,0.00007779124,0.00001055368,0.0001970564,6.653807e-7,0.00001376195,0.0007674129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8580801,"threshold_uncertainty_score":0.2950178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087934267","doi":"10.2495/sw100701","title":"Cycling in the city, reduction of greenhouse gas emissions and economic impact on tourism: case study of Puebla, Mexico","year":2010,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Asociación Nacional de Universidades e Instituciones de Educación Superior; Benemérita Universidad Autónoma de Puebla; Consejo Nacional de Ciencia y Tecnología","keywords":"Context (archaeology); Tourism; Latin Americans; Greenhouse gas; Sustainability; Geography; Cycling; Environmental planning; Urban sustainability; Urban planning; Regional science; Business; Economy; Political science; Natural resource economics; Civil engineering; Engineering; Economics; Archaeology","authors":[{"name":"Yves Bussière","is_ca":false},{"name":"Ivette Torres","is_ca":false},{"name":"Jean­-Luc Collomb","is_ca":false},{"name":"Emmanuel Ravalet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01446044748815046,"gpt":0.2762358159289983,"spread":0.2617753684408479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008197271,0.00007911043,0.000156561,0.00005277495,0.0004235897,0.000007710214,0.00009792041,0.00008187797,0.0002321363],"category_scores_gemma":[0.000004211607,0.00004666575,0.00004720787,0.00004221659,0.0006411103,0.00006741172,0.000002809015,0.000283356,9.409572e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003723237,"about_ca_system_score_gemma":0.00002499372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007510383,"about_ca_topic_score_gemma":0.03187853,"domain_scores_codex":[0.9992408,0.0001961573,0.0002111452,0.0001610648,0.00007900994,0.0001118055],"domain_scores_gemma":[0.9994538,0.0002338521,0.00008489113,0.0001868583,0.000002472151,0.00003814269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008566624,0.004993367,0.871412,0.00001382919,0.0002206916,0.00006786297,0.1014148,0.008150582,0.0005584364,0.0005366619,0.00001219196,0.01176301],"study_design_scores_gemma":[0.002555242,0.0008851352,0.9551411,0.000007960612,0.0001883025,0.00003913993,0.03780669,0.0002133238,0.0004919135,0.002488401,0.00005024071,0.0001325638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984546,0.00001310225,0.00005099739,0.0007176325,0.0001048664,0.0004610298,0.000007823177,0.00000463123,0.0001853618],"genre_scores_gemma":[0.999778,0.00009920283,0.00001110176,0.00001360463,0.00001994192,0.00002822935,4.145684e-7,0.000003594973,0.00004584957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08372913,"threshold_uncertainty_score":0.9990987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320894952","doi":"10.2495/dn100131","title":"The hierarchical structure of seashells optimized to resist mechanical threats","year":2010,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Resist; Computer science; Materials science; Nanotechnology","authors":[{"name":"Mostafa Yourdkhani","is_ca":true},{"name":"Damiano Pasini","is_ca":true},{"name":"François Barthelat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005423300837537556,"gpt":0.206729196837245,"spread":0.2013058959997074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002419423,0.00008264669,0.0001295795,0.00002296314,0.0003633212,0.00001911491,0.0001121202,0.00009266107,0.001397189],"category_scores_gemma":[0.00001342817,0.00004568719,0.00004699846,0.00003665711,0.0005165514,0.00002638181,0.000009610895,0.0002058375,0.0000230284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001658096,"about_ca_system_score_gemma":0.00001163335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003390371,"about_ca_topic_score_gemma":0.00008109607,"domain_scores_codex":[0.9992664,0.0001378966,0.0001700255,0.0001712155,0.0001250372,0.000129353],"domain_scores_gemma":[0.9993935,0.0002689961,0.00004184218,0.0002255805,0.000007640766,0.00006241621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001031732,0.0001246794,0.000009192716,0.000004772177,0.00002427765,9.687838e-7,0.0002460482,0.006485748,0.9500276,0.04013014,0.00004381154,0.001871029],"study_design_scores_gemma":[0.009400277,0.000887319,0.009832566,0.0000205275,0.000288798,0.00006960328,0.0003703629,0.005736778,0.8940377,0.06699809,0.01185225,0.0005057339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507961,0.00002749464,0.03905089,0.008639315,0.0005389114,0.0005191727,0.00007208117,0.00002186369,0.0003342269],"genre_scores_gemma":[0.9983923,0.00008590506,0.0007259743,0.0003604588,0.000019627,0.00002767079,0.000002754289,0.000006459024,0.0003787971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05598991,"threshold_uncertainty_score":0.9995157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894033473","doi":"10.2495/eid180371","title":"AQUATIC ECOSYSTEM HEALTH ASSESSMENT OF THE ATHABASCA RIVER MAINSTEM OIL SANDS AREA USING WHITE SUCKER HEALTH","year":2018,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Oil sands; Sucker; Environmental science; Ecosystem; River ecosystem; Aquatic ecosystem; Petroleum; Ecosystem health; Health assessment; Hydrology (agriculture); Geology; Ecology; Geotechnical engineering; Geography; Biology; Archaeology; Oceanography; Ecosystem services","authors":[{"name":"Mark E. McMaster","is_ca":true},{"name":"GERALD R. TETREATULT","is_ca":true},{"name":"Thomas Clark","is_ca":true},{"name":"Jim Bennett","is_ca":true},{"name":"Jessie Cunningham","is_ca":true},{"name":"Marlene S. Evans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01978979102757465,"gpt":0.2615215446796154,"spread":0.2417317536520407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001323368,0.0001814453,0.0003137813,0.00003401627,0.0009767977,0.00001242732,0.0002028182,0.00007398541,0.001410547],"category_scores_gemma":[0.000001460048,0.0001098887,0.0001097438,0.0001090546,0.001044303,0.00007832485,0.00003539777,0.0002264177,0.00006489344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006823319,"about_ca_system_score_gemma":0.00006426976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006480477,"about_ca_topic_score_gemma":0.001844791,"domain_scores_codex":[0.9976519,0.0009318772,0.0004607048,0.0003119722,0.0003057394,0.0003378045],"domain_scores_gemma":[0.9990457,0.00009619016,0.0003041042,0.0004393223,0.000002236578,0.0001124837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009357915,0.00609799,0.4412398,0.0005789471,0.001554715,0.000007802675,0.05788005,0.4215595,0.0004403936,0.01061723,0.001744069,0.05734366],"study_design_scores_gemma":[0.005839964,0.001543151,0.8469827,0.0001937941,0.0001862386,0.0000734126,0.001723714,0.1207615,0.0003785287,0.0008604443,0.02091518,0.000541385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.862162,0.00004815749,0.1190137,0.01617122,0.0005240901,0.0006738107,0.00008517456,0.00002214858,0.001299702],"genre_scores_gemma":[0.9959514,0.0001302884,0.001325974,0.0015574,0.00001925281,0.0000436767,0.000002806462,0.00001149283,0.0009577785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4057429,"threshold_uncertainty_score":0.9995023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066434659","doi":"10.2495/fenv130091","title":"The importance of food retail stores in identifying food deserts in urban settings","year":2013,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University; University of Victoria","funders":"","keywords":"Neighbourhood (mathematics); Ethnic group; Geography; Geocoding; Food systems; Population; Agriculture; Geographic information system; City region; Business; Marketing; Environmental health; Food security; Medicine; Political science; Economics; Cartography; Economy","authors":[{"name":"Amirmohsen Behjat","is_ca":true},{"name":"Mustafa Koç","is_ca":true},{"name":"A. Ostry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009911073506324553,"gpt":0.1690816125756787,"spread":0.1591705390693542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003714607,0.00008495213,0.0001305648,0.000008475734,0.0002207014,0.00001410704,0.0001269918,0.00007309946,0.0001585694],"category_scores_gemma":[0.00001324417,0.00002499974,0.00004843101,0.00009129994,0.0002608372,0.00006723362,0.000008198949,0.0001756017,0.000004303985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004845077,"about_ca_system_score_gemma":0.000002865762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009100445,"about_ca_topic_score_gemma":0.007809878,"domain_scores_codex":[0.9991968,0.0001586627,0.0002133961,0.0001711279,0.00007724309,0.0001828053],"domain_scores_gemma":[0.9994414,0.0003996098,0.00006168163,0.00006595557,0.000006135191,0.00002525555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002774104,0.0008692845,0.9483625,0.00002806423,0.0001218305,0.000003720873,0.003386959,0.0004190272,0.003897641,0.003625673,0.0002102088,0.03879771],"study_design_scores_gemma":[0.0003459611,0.000316884,0.9905719,0.000005262206,0.000009150005,0.000001618671,0.001861768,0.00003239564,0.0004023911,0.005444536,0.0009435471,0.00006461395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942129,0.0003999725,0.00001204006,0.004810701,0.00003051048,0.0004336733,0.000003762188,0.000005365015,0.00009109531],"genre_scores_gemma":[0.9993011,0.0001495852,0.000007680942,0.0001362294,0.000008737131,0.0001480793,0.000001546794,5.507356e-7,0.0002465241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0422094,"threshold_uncertainty_score":0.4358095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082226636","doi":"10.2495/arc080121","title":"Swarm-driven idea models – from insect nests to modern architecture","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Architecture and Computational Design","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Swarm behaviour; Computer science; Architecture; Blueprint; Artificial intelligence; Swarm intelligence; Theoretical computer science; Particle swarm optimization; Software engineering; Engineering; Machine learning; Geography","authors":[{"name":"Sebastian von Mammen","is_ca":true},{"name":"Christian Jacob","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00986811228483692,"gpt":0.1610561588722133,"spread":0.1511880465873763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000366722,0.0001360827,0.0001423887,0.00005499405,0.0002252362,0.000004376251,0.00009234252,0.00006872106,0.00006409398],"category_scores_gemma":[7.677394e-7,0.0001019562,0.00005141342,0.00003638423,0.0001127645,0.00002862175,0.000004330089,0.0002253007,0.00006629834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003280252,"about_ca_system_score_gemma":0.00000637269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001752192,"about_ca_topic_score_gemma":0.00004805263,"domain_scores_codex":[0.9994197,0.00005558969,0.0001146848,0.0001713361,0.00009081775,0.0001478102],"domain_scores_gemma":[0.999597,0.0001747005,0.00001076621,0.0001506077,0.000001997268,0.00006491565],"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":[0.00007355848,0.00002942391,0.00002487439,0.000001683005,0.00007903674,0.000006713125,0.001903064,0.9885644,0.0001330185,0.0001433691,0.00001894083,0.009021915],"study_design_scores_gemma":[0.002163365,0.0002638738,0.03184666,0.00001254822,0.0001074062,0.00009600572,0.00004123606,0.8538693,0.001114574,0.1085538,0.001500042,0.0004312267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3302509,0.00008162693,0.6685783,0.000498138,0.00006395616,0.0001729629,0.00001374557,0.00004825458,0.0002920334],"genre_scores_gemma":[0.9965046,0.0001620601,0.002546091,0.0005169275,0.00002911285,0.000102451,0.000005208043,0.00001830718,0.0001152202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6662537,"threshold_uncertainty_score":0.4157651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904721508","doi":"10.2495/sdp180171","title":"LIVEABLE AND HEALTHY CITY DESIGN","year":2018,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Happiness; Attractiveness; Architectural engineering; Quality (philosophy); Urban planning; Business; Ranking (information retrieval); Computer science; Public relations; Environmental planning; Marketing; Environmental economics; Psychology; Geography; Engineering; Civil engineering; Political science; Social psychology; Economics; Artificial intelligence","authors":[{"name":"Marichela Sepe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01087495549689893,"gpt":0.1707058623788167,"spread":0.1598309068819178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513125,0.00007469256,0.0001079378,0.00003096276,0.0002358079,0.000007033535,0.00003428145,0.00005257976,0.0005306709],"category_scores_gemma":[0.000001072554,0.00005330472,0.00002180118,0.00002939961,0.0002835092,0.00002531758,0.000001582516,0.00009935501,0.00005846965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002391287,"about_ca_system_score_gemma":0.00000249895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001854278,"about_ca_topic_score_gemma":0.00005930338,"domain_scores_codex":[0.9996009,0.00006094321,0.0000823845,0.0001032754,0.00003677023,0.0001157026],"domain_scores_gemma":[0.9997481,0.00009933017,0.00000955053,0.00009739813,0.000001731275,0.00004393962],"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":[0.005906533,0.002343968,0.01227045,0.0002184767,0.006436795,0.00004839871,0.02034496,0.6014381,0.00560486,0.009421759,0.00555149,0.3304142],"study_design_scores_gemma":[0.009865327,0.004078018,0.07427789,0.00002450565,0.001170887,0.00007064106,0.0005039618,0.8588473,0.008939901,0.01256021,0.02854816,0.001113176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0909958,0.0003071424,0.9066558,0.0008877499,0.0001039331,0.0002087335,0.000003045657,0.00004798113,0.0007897709],"genre_scores_gemma":[0.997647,0.0008558085,0.0006324146,0.0003269227,0.00001955269,0.00003403735,3.452331e-7,0.000006509531,0.0004773821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9066513,"threshold_uncertainty_score":0.5810474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043248709","doi":"10.2495/eid200171","title":"ASSESSMENT OF THE IMPACTS OF NEW MINING TECHNOLOGIES: RECOMMENDATIONS ON THE WAY FORWARD","year":2020,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of Northwest Territories","funders":"","keywords":"Computer science; Risk analysis (engineering); Business","authors":[{"name":"Horatio Sam-Aggrey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01026558981016543,"gpt":0.1936727624528112,"spread":0.1834071726426458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000989999,0.0001034151,0.0001418142,0.0000168174,0.0001505649,0.000002703081,0.0001310221,0.00005121052,0.00008759035],"category_scores_gemma":[0.000008971032,0.00005365982,0.00006309318,0.00005876113,0.0002204377,0.00001731057,0.00001274982,0.0002069018,0.000004474452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004463047,"about_ca_system_score_gemma":0.000003194656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004608036,"about_ca_topic_score_gemma":0.000007831132,"domain_scores_codex":[0.9995444,0.00002860688,0.0001540164,0.00008965003,0.00007548191,0.0001078261],"domain_scores_gemma":[0.9995368,0.0002260894,0.00003552082,0.0001796508,9.066077e-7,0.00002100888],"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":[0.00005980289,0.0002111768,0.003229653,0.00007635917,0.001012455,6.890173e-7,0.004230352,0.9303371,0.00326113,0.003268143,0.001199664,0.05311348],"study_design_scores_gemma":[0.007535948,0.002391253,0.7553079,0.000314656,0.001023721,0.00001592852,0.02135026,0.08074564,0.08907424,0.002531371,0.03867041,0.001038682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369002,0.000620313,0.08802693,0.06912723,0.00045216,0.0009802668,0.00006181467,0.0001843689,0.003646683],"genre_scores_gemma":[0.9980921,0.00128855,0.0003743227,0.0001336425,0.000006086349,0.00004280978,5.829425e-7,0.000009740101,0.00005219855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8495914,"threshold_uncertainty_score":0.2188184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970298547","doi":"10.2495/esus110111","title":"From biomass-rich residues into fuels and green chemicals via gasification and catalytic synthesis","year":2011,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Enerkem (Canada); Université de Sherbrooke","funders":"","keywords":"Biomass (ecology); Catalysis; Environmental science; Waste management; Chemistry; Organic chemistry; Engineering; Agronomy","authors":[{"name":"Stéphane Marie-Rose","is_ca":true},{"name":"E. Chornet","is_ca":true},{"name":"D. F. J. Lynch","is_ca":true},{"name":"Jean‐Michel Lavoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01118881186550174,"gpt":0.1855217532494137,"spread":0.1743329413839119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001756727,0.0001589277,0.0002412198,0.00004146532,0.0002480968,0.00001263754,0.00009851772,0.0001587727,0.0009837078],"category_scores_gemma":[0.00001381722,0.0001165553,0.00004444545,0.0000303884,0.0005817531,0.00007534507,0.00001185933,0.0001221721,0.00002874995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003672722,"about_ca_system_score_gemma":0.000004311506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000499101,"about_ca_topic_score_gemma":0.00007408975,"domain_scores_codex":[0.9991454,0.00005476859,0.0002126882,0.0003634336,0.00007772332,0.0001459585],"domain_scores_gemma":[0.9990468,0.0004589653,0.00007390458,0.0003387345,0.00000421782,0.00007739265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001478496,0.001456168,0.02354855,0.0002908931,0.002535721,0.00002329692,0.01855664,0.000008756194,0.6157382,0.0005879315,0.00002728997,0.3357481],"study_design_scores_gemma":[0.000999342,0.00004402201,0.05358196,0.00002500898,0.0009230272,0.0000222733,0.001008247,0.0002403227,0.9310986,0.01116245,0.0005675211,0.0003272686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961496,0.0005711243,0.001341805,0.00108554,0.00001709791,0.00009705981,0.00003762865,0.00002108526,0.0006790315],"genre_scores_gemma":[0.9982436,0.000890153,0.0002760074,0.00006334651,0.00002024943,0.0001276287,0.00001112928,0.00001368856,0.0003542374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3354208,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982991037","doi":"10.2495/wrm110601","title":"The method of material flow analysis, a tool for selecting sustainable sanitation technology options: the case of Pouytenga (Burkina Faso)","year":2011,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz; International Development Research Centre","keywords":"Sanitation; Environmental science; Material flow analysis; Groundwater; Environmental engineering; Pollution; Wastewater; Water resource management; Agriculture; Waste management; Engineering; Geography","authors":[{"name":"Lydie Yiougo","is_ca":false},{"name":"Halidou Koanda","is_ca":false},{"name":"Joseph Wethé","is_ca":false},{"name":"Christoph Lüthi","is_ca":false},{"name":"Ossey Bernard Yapo","is_ca":false},{"name":"Evariste Da Dapola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01100200059824694,"gpt":0.2397661462817169,"spread":0.22876414568347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00108192,0.0000686829,0.0001566018,0.00004895326,0.00210205,0.000005349082,0.0001035395,0.00007468427,0.0001134734],"category_scores_gemma":[0.00004308487,0.00003720297,0.00008591267,0.0001851478,0.001063181,0.0000348143,0.00000902569,0.00008966157,0.000001444216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009499509,"about_ca_system_score_gemma":0.00001017602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008082864,"about_ca_topic_score_gemma":0.00120712,"domain_scores_codex":[0.9991518,0.00030255,0.0001876271,0.000120444,0.00006464349,0.0001728804],"domain_scores_gemma":[0.9991356,0.0006151367,0.0001021472,0.0001210414,0.00001171772,0.00001432001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00330693,0.002353568,0.005147913,0.0001130455,0.007271139,0.00003634637,0.1498796,0.02666769,0.001433915,0.5219386,0.0001352557,0.281716],"study_design_scores_gemma":[0.007674715,0.003894019,0.04372147,0.00002444284,0.0117693,0.0001391935,0.5618502,0.006598528,0.01418343,0.2396203,0.1094035,0.001120869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.464757,0.0007581291,0.5230784,0.007104819,0.0003619291,0.002276018,0.00005157782,0.00003600699,0.001576132],"genre_scores_gemma":[0.9954227,0.0006026393,0.002953091,0.00002304925,0.0000121098,0.0002992299,7.794296e-7,0.0000037058,0.0006826765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5306657,"threshold_uncertainty_score":0.9991971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002034927","doi":"10.2495/esus110101","title":"Biomass char production at low severity conditions under CO<sub>2</sub>and N<sub>2</sub>environments","year":2011,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Université de Sherbrooke","keywords":"Biomass (ecology); Char; Heat of combustion; Crop residue; Pulp and paper industry; Biorefinery; Environmental science; Pyrolysis; Panicum virgatum; Biochar; Raw material; Bioenergy; Chemistry; Waste management; Biofuel; Agronomy; Combustion; Organic chemistry; Agriculture","authors":[{"name":"Guillaume Pilon","is_ca":true},{"name":"Jean‐Michel Lavoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007308892331447692,"gpt":0.1685982652189029,"spread":0.1612893728874553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403049,0.0002572779,0.0002194141,0.00007818515,0.0004159765,0.000009423903,0.0001023737,0.0002073524,0.0003114092],"category_scores_gemma":[0.000003943796,0.000222489,0.00006544466,0.00006572937,0.0007856374,0.0001340513,0.00001546966,0.0002437894,0.0003151585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827198,"about_ca_system_score_gemma":0.00000592719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001938816,"about_ca_topic_score_gemma":0.00001185045,"domain_scores_codex":[0.9988933,0.00007585734,0.0002283419,0.0003844381,0.0001328414,0.000285226],"domain_scores_gemma":[0.9994586,0.00008207214,0.00005491855,0.0002816058,0.000003548623,0.000119325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001654924,0.0002597376,0.0002702898,0.00005064619,0.0002675133,0.000004273408,0.0004354093,0.0004697516,0.9961689,0.00006812503,0.00007148431,0.001768416],"study_design_scores_gemma":[0.001059606,0.00007206426,0.02375786,0.00001176324,0.0001356343,0.00004032277,0.0001092428,0.0001293647,0.9734558,0.0007810078,0.0001994883,0.000247873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953076,0.0001386811,0.003229848,0.0003894054,0.0002696951,0.000426882,0.00005160733,0.00009722421,0.00008908787],"genre_scores_gemma":[0.9977946,0.001706197,0.00003151025,0.0001336882,0.00001945249,0.000187756,0.00002218115,0.00003373305,0.00007084206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02348757,"threshold_uncertainty_score":0.9072838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977792027","doi":"10.2495/sc080281","title":"Post-industrial landscapes as renaissance<i>locus</i>: the case study research method","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; University of Toronto","keywords":"Redevelopment; Situated; Land reclamation; Environmental planning; Abandonment (legal); The Renaissance; Architectural engineering; Industrial Revolution; Cultural heritage; Environmental resource management; Civil engineering; Business; Geography; Engineering; Political science; Computer science; History; Archaeology; Environmental science","authors":[{"name":"Luís Loures","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1455722350899844,"gpt":0.2881532155386212,"spread":0.1425809804486368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001024483,0.0001065337,0.0001256646,0.00004718257,0.00292022,0.00005565133,0.0001303451,0.00004564493,0.002739062],"category_scores_gemma":[0.00001073968,0.00005417329,0.00005062081,0.00003352913,0.000554476,0.000108156,0.00001537186,0.0003984293,0.0001111435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002145528,"about_ca_system_score_gemma":0.000007517771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493459,"about_ca_topic_score_gemma":0.006616927,"domain_scores_codex":[0.9985954,0.0007141759,0.000154678,0.0001960789,0.0001594597,0.0001802338],"domain_scores_gemma":[0.9991052,0.0005876339,0.00003500561,0.000225776,0.00001735463,0.00002907602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005666298,0.005111653,0.003187558,0.0000411701,0.002609517,0.003287487,0.6663601,0.005111736,0.00009472814,0.1835439,0.01426688,0.110719],"study_design_scores_gemma":[0.01093204,0.003697962,0.003042154,0.00001400773,0.0005244807,0.0008205316,0.2693652,0.0008778165,0.0001369839,0.005732927,0.7043444,0.0005115627],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756703,0.0001191533,0.0001852475,0.009611143,0.0002918988,0.001263877,0.00001247587,0.00002962558,0.01281626],"genre_scores_gemma":[0.9813675,0.0001341372,0.00001180995,0.0002953062,0.0001613378,0.0002370142,0.000003190842,0.000007852343,0.01778182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6900775,"threshold_uncertainty_score":0.9983779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044840765","doi":"10.2495/sdp130481","title":"The Canadian oil sands: environmental, economic, social, health, and other impacts","year":2013,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Pace; Natural resource economics; Sustainable development; Business; Work (physics); Environmental planning; Population; Environmental impact assessment; Environmental economics; Environmental resource management; Scale (ratio); Economics; Engineering; Environmental science; Geography; Political science","authors":[{"name":"César A. Poveda","is_ca":true},{"name":"Michael Lipsett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007025089166943185,"gpt":0.2125053145314705,"spread":0.2054802253645273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003753986,0.0001361915,0.000155554,0.00003692885,0.002386241,0.00006314537,0.0001196345,0.0001228577,0.00139849],"category_scores_gemma":[0.000004052588,0.00008468361,0.00005063423,0.00001776225,0.001186496,0.00005943723,0.000009047971,0.0002480499,0.0002465558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005318096,"about_ca_system_score_gemma":0.0000966998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09888767,"about_ca_topic_score_gemma":0.2625747,"domain_scores_codex":[0.9987831,0.0002934547,0.0001737647,0.0002191776,0.00007886621,0.0004516583],"domain_scores_gemma":[0.9992951,0.0002043432,0.0000379511,0.0002079155,0.000001758006,0.0002529121],"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":[0.0007975049,0.0005261514,0.006674309,0.00005417508,0.0010497,0.000008807858,0.008382625,0.01537781,0.00004329594,0.1540525,0.001769248,0.8112639],"study_design_scores_gemma":[0.004750513,0.0006327319,0.05282503,0.000007131449,0.00005930856,0.00004693118,0.007602327,0.00231492,0.00007534224,0.03818242,0.8930143,0.0004891038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745115,0.001907821,0.00007674732,0.1068344,0.0002240922,0.000655477,0.00005269662,0.00003229568,0.01570505],"genre_scores_gemma":[0.9918231,0.001948834,0.000008373457,0.002368413,0.00002230337,0.0001927976,0.000002822858,0.0000128561,0.003620536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.891245,"threshold_uncertainty_score":0.9995143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904746169","doi":"10.2495/sdp180301","title":"ADOPTION OF PRECISION AGRICULTURE TO REDUCE INPUTS, ENHANCE SUSTAINABILTIY AND INCREASE FOOD PRODUCTION: A STUDY OF SOUTHERN ALBERTA, CANADA","year":2018,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Production (economics); Agriculture; Precision agriculture; Food processing; Environmental science; Agricultural economics; Agricultural engineering; Geography; Economics; Engineering; Food science; Biology","authors":[{"name":"Lorraine A. Nicol","is_ca":true},{"name":"Christopher J. Nicol","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004143438824335112,"gpt":0.1718487653762118,"spread":0.1677053265518767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001457346,0.0001013999,0.0001562598,0.000008607879,0.000245745,0.000004694039,0.00007592075,0.00005661571,0.00007705957],"category_scores_gemma":[0.00001511374,0.00003363433,0.00002278311,0.0001134103,0.0001454202,0.00003027037,0.00001105173,0.00008240647,0.000003036133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002815307,"about_ca_system_score_gemma":0.00000806909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03817388,"about_ca_topic_score_gemma":0.5257313,"domain_scores_codex":[0.9992529,0.0001200137,0.0001690745,0.0002310933,0.000116296,0.0001106555],"domain_scores_gemma":[0.999652,0.0001264968,0.00007536483,0.00006624017,0.00002857618,0.00005128288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01481383,0.01800143,0.06761816,0.000180956,0.001906755,0.00001295973,0.06594101,0.00501135,0.4629176,0.0006413823,0.003780404,0.3591742],"study_design_scores_gemma":[0.001400613,0.008668907,0.9022695,0.00004100294,0.0002409974,0.00002634828,0.02755082,0.000009462781,0.05119304,0.0002524462,0.008012248,0.0003346265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995853,0.00003886393,0.00001792518,0.003318326,0.00007341793,0.0006405516,0.00001637789,0.000003835567,0.00003770045],"genre_scores_gemma":[0.9989918,0.0000303078,0.00001423589,0.00008364871,0.00006341688,0.00006589382,0.000003724162,6.74774e-7,0.000746327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8346514,"threshold_uncertainty_score":0.968231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050732669","doi":"10.2495/ws130161","title":"Optimal operation of water pumping stations","year":2013,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Water Systems and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Electricity; Reliability (semiconductor); Energy consumption; Scheduling (production processes); Differential evolution; Total cost; Water supply; Mathematical optimization; Reliability engineering; Environmental science; Engineering; Environmental engineering; Power (physics); Business","authors":[{"name":"Dhafar Al-Ani","is_ca":true},{"name":"Saeid Habibi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003386997626334863,"gpt":0.1444101308207079,"spread":0.141023133194373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006510632,0.0000542128,0.00007380742,0.00002858873,0.00009819125,0.000009205225,0.00002665547,0.00003800846,0.0005376848],"category_scores_gemma":[3.140553e-7,0.00003286645,0.00001817709,0.00001078438,0.00006328479,0.00007530342,0.000001237894,0.00005552974,0.00009434255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001662994,"about_ca_system_score_gemma":0.00000106571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001527481,"about_ca_topic_score_gemma":0.00001591795,"domain_scores_codex":[0.9996798,0.00002794575,0.0001216576,0.00005969784,0.0000337584,0.00007716258],"domain_scores_gemma":[0.9998762,0.00002135348,0.000008916913,0.00007470615,0.000003261,0.0000155759],"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":[0.000004276741,0.00001700147,0.00002886421,0.000006283167,0.00003273833,7.914767e-8,0.0006150426,0.9980584,0.0006240195,0.0001038885,0.00001497532,0.00049443],"study_design_scores_gemma":[0.002062231,0.0001493045,0.008192581,0.00001221296,0.00008452232,0.000009205337,0.0004800418,0.940881,0.04621469,0.0003387121,0.001373656,0.0002018367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4323382,0.00002058858,0.5662774,0.000465524,0.0001225879,0.0003013887,0.00000458299,0.00002331398,0.0004464388],"genre_scores_gemma":[0.9987425,0.00007824576,0.0005833644,0.00002308508,0.000007157322,0.0001212052,0.000005684383,0.000006817723,0.0004319831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5664043,"threshold_uncertainty_score":0.5887272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093068899","doi":"10.2495/air080541","title":"Electromagnetic and informational pollution as a co-challenge to air pollution","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Pollution; Air pollution; Context (archaeology); Pollutant; Atmosphere (unit); Environmental science; Satellite; Wireless; Communications satellite; Meteorology; Computer science; Telecommunications; Engineering; Physics; Aerospace engineering; Geography; Chemistry","authors":[{"name":"Alexander A. Berezin","is_ca":true},{"name":"Vladimir V. Gridin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005297112454391301,"gpt":0.1954060079393413,"spread":0.1901088954849501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008670822,0.00009571423,0.0001121797,0.00004208397,0.0005514272,0.000005211312,0.00004227194,0.00003578567,0.0005287096],"category_scores_gemma":[5.297837e-7,0.00007247095,0.00004681137,0.00003583211,0.0001310116,0.00004795513,0.000003775025,0.0001156352,0.0001261222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002085499,"about_ca_system_score_gemma":0.00001429224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002761234,"about_ca_topic_score_gemma":0.000005024874,"domain_scores_codex":[0.9995064,0.000034564,0.0001237856,0.0001340532,0.00007021658,0.0001309652],"domain_scores_gemma":[0.9997574,0.00003482315,0.00003437521,0.0001100693,0.000003734487,0.00005961319],"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":[0.0002129877,0.0006005875,0.00008634171,0.000005280161,0.0005405184,8.601211e-7,0.00161481,0.00624701,0.0004799421,0.9798075,0.0001845362,0.01021964],"study_design_scores_gemma":[0.01374324,0.004782845,0.1350296,0.00002051804,0.001845843,0.0002123462,0.001941152,0.01692277,0.004930533,0.707113,0.111967,0.0014911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8471574,0.0001000253,0.1287688,0.0203998,0.00004938347,0.0007637271,0.00006886767,0.00002462814,0.002667412],"genre_scores_gemma":[0.9983931,0.0001436649,0.00008770499,0.0007331923,0.00001960962,0.0003163434,0.000008975984,0.000005288565,0.0002921874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726944,"threshold_uncertainty_score":0.5789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2236302881","doi":"10.2495/esus110131","title":"Biodiesel reforming with a NiAl<sub>2</sub>O<sub>4</sub>/Al<sub>2</sub>O<sub>3</sub>-YSZ catalyst for the production of renewable SOFC fuel","year":2011,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Steam reforming; Solid oxide fuel cell; Biodiesel; Chemical engineering; Catalytic reforming; Waste management; Catalysis; Hydrogen production; Chemistry; Organic chemistry","authors":[{"name":"Nicolas Abatzoglou","is_ca":true},{"name":"Clémence Fauteux‐Lefebvre","is_ca":true},{"name":"Nadi Braidy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00963841187839118,"gpt":0.1712202176584486,"spread":0.1615818057800575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007886569,0.000605755,0.0007968674,0.0003000391,0.001236595,0.00003785053,0.0002816035,0.0002756952,0.00001649829],"category_scores_gemma":[0.00003231318,0.0004297119,0.0003095271,0.0003870209,0.0009291489,0.0003255049,0.00003993062,0.0004694061,0.00006173837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615206,"about_ca_system_score_gemma":0.00004468126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003925172,"about_ca_topic_score_gemma":0.00172587,"domain_scores_codex":[0.9972541,0.0001205619,0.0008033813,0.0007785683,0.0003624548,0.0006809357],"domain_scores_gemma":[0.9983115,0.0002974992,0.000311299,0.0008806835,0.0000661672,0.0001328917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009062542,0.000647135,0.0002305935,0.0002692677,0.002250748,0.000006195304,0.0042374,0.08033513,0.8897198,0.0001115973,0.0003761341,0.02090977],"study_design_scores_gemma":[0.00212073,0.0003924356,0.004933252,0.00008648379,0.001230654,0.00005686042,0.001239598,0.002122318,0.9855935,0.0003692193,0.001253945,0.0006010003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625311,0.0009814607,0.03277351,0.0008912727,0.0006939258,0.001631887,0.0001503902,0.0001717918,0.0001746666],"genre_scores_gemma":[0.9878306,0.01037174,0.0001328676,0.0001276522,0.0001221809,0.001203355,0.0000658029,0.0001023887,0.00004336428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09587373,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905045334","doi":"10.2495/sdp180561","title":"THE INTERSECTION OF BIOPHILIA AND ENGINEERING IN CREATING SUSTAINABLE, HEALTHY AND STRUCTURALLY SOUND BUILT ENVIRONMENTS","year":2018,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Intersection (aeronautics); Sound (geography); Computer science; Acoustics; Architectural engineering; Human–computer interaction; Engineering; Transport engineering; Physics","authors":[{"name":"Elaine Aye","is_ca":true},{"name":"Daniel Hackett","is_ca":true},{"name":"Chiara Pozzuoli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003975745157649898,"gpt":0.1936739334352644,"spread":0.1896981882776145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802685,0.0001148326,0.0001262707,0.00005602039,0.0002763626,0.00001819066,0.00004876286,0.00005916413,0.00001412829],"category_scores_gemma":[0.000006446582,0.00008020492,0.0000155473,0.00004488815,0.0003491253,0.00005991273,0.000009770275,0.0001640624,6.840814e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319509,"about_ca_system_score_gemma":0.000005504392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003394742,"about_ca_topic_score_gemma":0.00003867127,"domain_scores_codex":[0.9993742,0.00004649866,0.0001719767,0.000137368,0.00005748614,0.0002125067],"domain_scores_gemma":[0.9996207,0.0002019906,0.00002886098,0.0001110276,0.000002530147,0.00003492722],"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":[0.004187305,0.0007015268,0.07712758,0.001412656,0.002116627,0.00006469771,0.02914846,0.6045744,0.01627885,0.09424677,0.00005337588,0.1700878],"study_design_scores_gemma":[0.01098915,0.002754088,0.7420237,0.00009974717,0.0002427681,0.0001390177,0.01594411,0.1999834,0.00402804,0.02005384,0.002943787,0.0007983018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798857,0.0002737403,0.01919747,0.0001892005,0.0000766552,0.0002894022,0.000001059425,0.0000137024,0.00007305407],"genre_scores_gemma":[0.9988998,0.0007106199,0.000159181,0.00002369536,0.00001249463,0.00005022072,3.917143e-7,0.00001152345,0.0001321148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6648961,"threshold_uncertainty_score":0.3270662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062049742","doi":"10.2495/fiva080081","title":"FIREcast system – previsional fire danger index computation system for alpine regions","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Firefighting; Meteorology; Orography; Index (typography); Interval (graph theory); Computer science; Environmental science; Environmental resource management; Climatology; Geography; Cartography; Geology; Mathematics","authors":[{"name":"Lorenzo Corgnati","is_ca":false},{"name":"Marco Gabella","is_ca":false},{"name":"G. Perona","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00780336044559751,"gpt":0.187196948040995,"spread":0.1793935875953975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041185,0.000205607,0.0002892957,0.00003394856,0.0009749988,0.00001118733,0.0001447645,0.0001412226,0.0001634656],"category_scores_gemma":[0.000005785345,0.0001496374,0.0001135146,0.00007807179,0.000506438,0.0001020725,0.00001461028,0.0001731658,0.0003271066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134916,"about_ca_system_score_gemma":0.00000728927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009907623,"about_ca_topic_score_gemma":0.00004471921,"domain_scores_codex":[0.9985564,0.0002476837,0.00030695,0.0004059698,0.0002181371,0.0002648102],"domain_scores_gemma":[0.9990199,0.0004846187,0.0001297504,0.000269546,0.000003630899,0.0000925895],"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":[0.003449455,0.002630249,0.01964835,0.001165127,0.001295513,0.0001661633,0.005846076,0.8410097,0.0007970267,0.004089765,0.005781363,0.1141212],"study_design_scores_gemma":[0.007922878,0.0009161667,0.1153645,0.0001733771,0.0002731097,0.001024954,0.0005738942,0.8580238,0.0002650245,0.0001003151,0.01474942,0.0006126211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6721585,0.0001712709,0.3208566,0.001541352,0.0007789136,0.003023391,0.0000766574,0.0001614481,0.001231824],"genre_scores_gemma":[0.9979368,0.00005472252,0.000308074,0.000100529,0.0000390672,0.000685486,0.00001233501,0.00002324595,0.000839779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257782,"threshold_uncertainty_score":0.7499001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764074973","doi":"10.2495/sdp170091","title":"TRANSIENCY, FLY-IN-FLY-OUT WORKERS, AND SUSTAINABILITY: PERCEPTIONS FROM WITHIN A RESOURCE-BASED COMMUNITY","year":2017,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"On the fly; Sustainability; Resource (disambiguation); Perception; Computer science; Ecology; Psychology; Biology","authors":[{"name":"Leith Deacon","is_ca":true},{"name":"Jacob Papineau","is_ca":true},{"name":"Trina Lamanes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03006328773730859,"gpt":0.3195335084949719,"spread":0.2894702207576633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001789408,0.00009682369,0.0001504978,0.00006051987,0.004595505,0.0001145579,0.0002819298,0.0001402799,0.0004640327],"category_scores_gemma":[0.0001214589,0.00007758772,0.00004557983,0.0000353006,0.003616154,0.0001313331,0.000009853919,0.0005813545,0.000009781892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370267,"about_ca_system_score_gemma":0.0001812758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006061762,"about_ca_topic_score_gemma":0.04641195,"domain_scores_codex":[0.9979752,0.00126292,0.0001650372,0.0001875707,0.0001597911,0.0002494652],"domain_scores_gemma":[0.9986417,0.0007634626,0.00005728616,0.0004041289,0.000008383804,0.0001249986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.004472297,0.007065805,0.3033305,0.0001065389,0.0005382594,0.00006065647,0.5080042,0.008942213,0.0001362424,0.08849128,0.0003959413,0.07845612],"study_design_scores_gemma":[0.004489142,0.0003176228,0.8676636,0.00002473254,0.00007722314,0.000001598349,0.07732458,0.001202341,0.00003884687,0.03484631,0.01373968,0.0002742966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326831,0.00002626181,0.003698551,0.05807424,0.0000563713,0.0005297867,0.00003914904,0.00001898065,0.004873582],"genre_scores_gemma":[0.9978701,0.00007360391,0.00005689634,0.0003621963,0.00002066533,0.000116096,0.000003965187,0.000004938354,0.001491538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5643331,"threshold_uncertainty_score":0.9990954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967516179","doi":"10.2495/rm070351","title":"Three-dimensional flow in a barb field","year":2007,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Meander (mathematics); Bank erosion; Flow (mathematics); Turbulence; Channel (broadcasting); Erosion; Sediment; Geology; Sediment transport; Flow conditions; Geometry; Geotechnical engineering; Mechanics; Geomorphology; Engineering; Physics; Mathematics; Telecommunications","authors":[{"name":"Barbara Minor","is_ca":true},{"name":"E. C. Jamieson","is_ca":true},{"name":"Colin D. Rennie","is_ca":true},{"name":"R. D. Townsend","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00468412556897614,"gpt":0.1862689939599708,"spread":0.1815848683909946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005771462,0.0001171895,0.0001332633,0.00003635469,0.0002310078,0.000002987176,0.0001000839,0.0001314234,0.007069501],"category_scores_gemma":[0.000003779863,0.00008315592,0.00004014344,0.00006467772,0.0004888881,0.00006132339,0.000006824942,0.0002907731,0.0002906497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004438955,"about_ca_system_score_gemma":0.000003743896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008039045,"about_ca_topic_score_gemma":0.003430683,"domain_scores_codex":[0.9991574,0.00003511277,0.0001861426,0.0002527613,0.0001174936,0.0002511014],"domain_scores_gemma":[0.9994522,0.0003219198,0.00002598703,0.000143916,6.390151e-7,0.0000553748],"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":[0.005935115,0.003060555,0.3772573,0.00002374567,0.0002778254,0.0003006639,0.002596499,0.447055,0.001019258,0.001958763,0.0005707336,0.1599446],"study_design_scores_gemma":[0.007544838,0.0009134419,0.9432729,0.00001509951,0.0001306995,0.00006901097,0.00009196063,0.01510517,0.003987721,0.01318408,0.01517867,0.0005063373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130185,0.00007359467,0.07761558,0.006449893,0.0001609366,0.0003214861,0.000002710848,0.0000208271,0.002336475],"genre_scores_gemma":[0.9968699,0.00003799213,0.0005114333,0.002116738,0.000008426425,0.00003938708,0.000001650275,0.000005962581,0.0004084715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5660157,"threshold_uncertainty_score":0.9938382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772569218","doi":"10.2495/sc170501","title":"CLIMATE CHANGES AND DRINKING WATER IN SUSTAINABLE CITIES: IMPACTS AND ADAPTATION","year":2017,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Exploit; Climate change; Water resources; Environmental science; Water quality; Environmental planning; Business; Water supply; Precipitation; Water resource management; Environmental resource management; Sustainable development; Quality (philosophy); Adaptation (eye); Natural resource economics; Environmental engineering; Geography; Computer science; Meteorology","authors":[{"name":"Manuel J. Rodríguez","is_ca":true},{"name":"Ianis Delpla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008285020585933257,"gpt":0.1936191653509131,"spread":0.1853341447649798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002324501,0.00008993893,0.0000905078,0.00002868388,0.0008025988,0.00005005979,0.00003624299,0.00005036093,0.0002263324],"category_scores_gemma":[0.000002060452,0.0000550452,0.00001122974,0.000007833474,0.0004419253,0.0001838717,0.00002215831,0.00007029757,0.00002108413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006358425,"about_ca_system_score_gemma":8.29565e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003040578,"about_ca_topic_score_gemma":0.001476627,"domain_scores_codex":[0.9994528,0.00004548332,0.00007418661,0.0001714796,0.00004839567,0.0002076045],"domain_scores_gemma":[0.9997774,0.00003445273,0.00003173992,0.00012123,5.579524e-7,0.00003462686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001057876,0.0005871648,0.863362,0.00007975268,0.0001278618,0.00006386602,0.02798913,0.00826074,0.001830059,0.002683878,0.00001134629,0.09394634],"study_design_scores_gemma":[0.002986177,0.0003038764,0.9863279,0.00001294606,0.00006604244,0.00001895065,0.001733027,0.001958576,0.001930466,0.003760818,0.0007489731,0.0001521981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963877,0.00003678149,0.0003465499,0.001885619,0.00003371881,0.000247084,0.000001138353,0.000007257511,0.001054217],"genre_scores_gemma":[0.9977615,0.001205672,0.00004368741,0.00007994912,0.000005164701,0.00006279768,0.000001702463,0.000005045667,0.0008344795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122966,"threshold_uncertainty_score":0.6173022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047524072","doi":"10.2495/ws110101","title":"Exploring links between policy preferences for water reallocation and beliefs, values, attitudes, and social norms in Alberta, Canada","year":2011,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Lethbridge","funders":"Canadian Water Network; Alberta Water Research Institute","keywords":"Opposition (politics); Revenue; Business; Tax revenue; Order (exchange); Public economics; Natural resource economics; Environmental planning; Economics; Political science; Geography; Finance; Politics","authors":[{"name":"Martin Russenberger","is_ca":true},{"name":"Henning Bjørnlund","is_ca":true},{"name":"Wei Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02999482769132444,"gpt":0.2266604011582912,"spread":0.1966655734669667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002577018,0.0001171013,0.0001360801,0.00002719106,0.0003766461,0.000007473435,0.00006674401,0.0000836018,0.0002239819],"category_scores_gemma":[0.000005202791,0.00007999294,0.00001713132,0.00002430482,0.0005497095,0.0001242711,0.00001891189,0.0001717974,0.000005388236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003228821,"about_ca_system_score_gemma":0.00001946768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.218911,"about_ca_topic_score_gemma":0.2943824,"domain_scores_codex":[0.9991921,0.00008250397,0.0001677866,0.0002686182,0.00008121564,0.0002077587],"domain_scores_gemma":[0.9996896,0.0001191726,0.00002942928,0.0001034125,0.000001016645,0.0000573748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003425096,0.0006650354,0.8943316,0.00009704454,0.0001157288,0.000001291424,0.04514408,0.0009237913,0.0001165959,0.001342857,0.00002838166,0.05689112],"study_design_scores_gemma":[0.0007167946,0.00009076922,0.9940475,0.000002331335,0.00002262178,0.000001396472,0.000927692,0.0000336701,0.0004302779,0.002719867,0.0008994843,0.0001075572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993803,0.00001176924,0.0003198897,0.005112798,0.00003724905,0.0004496479,0.000007272341,0.000004112867,0.0002542502],"genre_scores_gemma":[0.9985154,0.0002446699,0.0001244031,0.0003322991,0.00001546112,0.0003086915,0.00000821203,0.000007167127,0.0004436438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09971598,"threshold_uncertainty_score":0.7862903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964600021","doi":"10.2495/eco110021","title":"The effect of human disturbance on site habitat diversity and avifauna community composition in suburban conservation areas","year":2011,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Species richness; Habitat; Ecology; Geography; Spatial heterogeneity; Disturbance (geology); Biodiversity; Beta diversity; Species diversity; Ecological succession; Biology","authors":[{"name":"Patrick Mooney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01367762813435638,"gpt":0.2025608984798813,"spread":0.1888832703455249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006266442,0.00009735874,0.000139374,0.00001913472,0.00181794,0.000003566233,0.00009704135,0.00005645657,0.00008641351],"category_scores_gemma":[0.000002390183,0.00006115419,0.00002854518,0.00003873047,0.001070013,0.00005678843,0.00003776014,0.0002914098,0.00001729332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007789379,"about_ca_system_score_gemma":0.000001102382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717739,"about_ca_topic_score_gemma":0.01107511,"domain_scores_codex":[0.998975,0.0005505981,0.000126677,0.0001279977,0.00009055831,0.0001291235],"domain_scores_gemma":[0.9992709,0.0004192593,0.00006791503,0.0002047596,9.278574e-7,0.00003621255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005042691,0.0001501012,0.995981,0.000006542784,0.00001408598,8.264147e-7,0.002449486,0.0001048116,0.00009117263,0.0001933846,0.00001510822,0.0004891453],"study_design_scores_gemma":[0.00130868,0.000958309,0.9964408,0.000009132781,0.00003606562,0.000001767994,0.0001078514,0.0001274261,0.0003811537,0.0005437248,0.00002709862,0.00005801854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984018,0.00003013756,0.0002336602,0.0005839974,0.00002767959,0.0003736849,0.0000060101,0.000005783751,0.0003372489],"genre_scores_gemma":[0.9995461,0.000111385,0.000009705417,0.0001912812,0.000001946363,0.00003038079,0.000003013045,0.000003830903,0.0001023935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008357372,"threshold_uncertainty_score":0.9994816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006250905","doi":"10.2495/sdp150101","title":"A framework for assessing the procedural justice in integrated resource planning processes","year":2015,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Mining and Resource Management","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"Social Sciences and Humanities Research Council of Canada; Alberta Innovates","keywords":"Procedural justice; Distributive justice; Equity (law); Economic Justice; Transparency (behavior); Management science; Resource (disambiguation); Sociology; Public relations; Political science; Computer science; Knowledge management; Business; Economics; Psychology; Law","authors":[{"name":"Parastoo Emami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01940840215992188,"gpt":0.2429611607086354,"spread":0.2235527585487135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003539442,0.0001022433,0.0001093794,0.00004356342,0.000202506,0.0000271257,0.00009103549,0.00007268394,0.00001098363],"category_scores_gemma":[0.00003914364,0.00005832748,0.00001932077,0.0000791033,0.0001374203,0.00002933583,0.000003674148,0.0002756997,0.000004756862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005444277,"about_ca_system_score_gemma":0.00001080131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002175183,"about_ca_topic_score_gemma":0.000004780867,"domain_scores_codex":[0.9994714,0.00005445323,0.0001265453,0.0001193861,0.00006360061,0.0001645955],"domain_scores_gemma":[0.9993898,0.0004446714,0.00002239412,0.0001086732,0.000003767872,0.00003074932],"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":[0.00009800036,0.00005921685,0.000221176,0.00009607487,0.0000675153,0.000002464952,0.006555658,0.9882336,0.000003636446,0.0006242924,0.0001695693,0.003868829],"study_design_scores_gemma":[0.009994353,0.0006981787,0.01458124,0.000735873,0.0011593,0.00007327338,0.1226159,0.6364076,0.000598781,0.009360329,0.2027398,0.001035388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2598809,0.0007147939,0.7325503,0.003470123,0.0002398624,0.0007866984,0.000004454817,0.0001040905,0.002248784],"genre_scores_gemma":[0.9979028,0.00004001573,0.001201426,0.0002727101,0.00002673805,0.0002953303,0.000001880057,0.00001425553,0.0002448042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7380219,"threshold_uncertainty_score":0.2378525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089591866","doi":"10.2495/wm060261","title":"Waste incineration in Swedish municipal energy systems","year":2006,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Energy Efficiency and Management","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Engineering Link (Canada)","funders":"","keywords":"Incineration; Waste management; Mobile incinerator; Waste-to-energy; Electricity generation; Environmental science; Electricity; Cleaner production; Coal; Fossil fuel; Refuse-derived fuel; Municipal solid waste; Engineering; Environmental engineering; Waste collection; Power (physics)","authors":[{"name":"Kristina Holmgren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0040665668569678,"gpt":0.1647991824511513,"spread":0.1607326155941835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538392,0.0001211751,0.0001497755,0.00008742682,0.0002203526,0.00001409431,0.00008738171,0.00007443994,0.0001168785],"category_scores_gemma":[0.000001491329,0.00008929164,0.00003806296,0.0000664566,0.0001798664,0.00005192667,0.000006396596,0.0001184201,0.00001898117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008051343,"about_ca_system_score_gemma":0.000004267509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003085662,"about_ca_topic_score_gemma":0.00765275,"domain_scores_codex":[0.9990754,0.0001908251,0.0002331911,0.0002085362,0.0000985286,0.0001935732],"domain_scores_gemma":[0.9996225,0.0001023307,0.00004519332,0.0002053896,0.000002296504,0.0000222449],"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":[0.0000674793,0.0002109105,0.00005634742,0.000003610093,0.00002184839,0.00000558241,0.00009621637,0.8657948,0.00005281076,0.1323424,0.00002700249,0.001320939],"study_design_scores_gemma":[0.02021802,0.00111412,0.02798886,0.00008171458,0.0004237185,0.00006211236,0.003477823,0.6963187,0.002948506,0.01993245,0.2261466,0.001287402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472052,0.0009998259,0.09549123,0.003714604,0.001318488,0.000605406,0.000008776427,0.0001043662,0.05055217],"genre_scores_gemma":[0.9938978,0.0002820433,0.00002705894,0.0002586773,0.00004625788,0.0002307315,0.000009391169,0.00001009301,0.005237942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2261196,"threshold_uncertainty_score":0.4664619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987758391","doi":"10.2495/etox100171","title":"High-throughput analysis of multiple stress pathways using GFP reporters in<i>C. elegans</i>","year":2010,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Transcription factor; Computational biology; Biology; Caenorhabditis elegans; Gene; Heat shock; Cell biology; Heat shock protein; Genetics","authors":[{"name":"D. de Pomerai","is_ca":false},{"name":"Charumathi Anbalagan","is_ca":false},{"name":"Ivan Lafayette","is_ca":false},{"name":"Deepthi Rajagopalan","is_ca":false},{"name":"Matthew Loose","is_ca":false},{"name":"Mainul Haque","is_ca":false},{"name":"John R. King","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006585639395648347,"gpt":0.1905437587244364,"spread":0.1839581193287881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002289866,0.0001250229,0.0002295042,0.00007897511,0.0001137795,0.000005823382,0.0001029717,0.0001601623,0.00006715956],"category_scores_gemma":[0.000008197835,0.0001024084,0.0001031295,0.00006991281,0.0003801331,0.000003418424,0.00001092683,0.0001832933,0.000001346816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001182095,"about_ca_system_score_gemma":0.00001632039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488635,"about_ca_topic_score_gemma":0.001831775,"domain_scores_codex":[0.9991482,0.00007604963,0.0002525077,0.0002842959,0.00007716832,0.0001617081],"domain_scores_gemma":[0.9994363,0.00003869399,0.0001026399,0.0003762695,0.000007549881,0.00003854803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002668265,0.0007068653,0.07125425,0.00001587164,0.001265078,0.000008580268,0.00120646,0.3115841,0.6120901,0.0001881808,0.0000036561,0.001410149],"study_design_scores_gemma":[0.004921601,0.0005367051,0.3941441,0.000009090333,0.002088504,0.00002931246,0.0006737933,0.01879242,0.577096,0.00048042,0.0006837735,0.0005442122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503345,0.00004848897,0.04911039,0.0001209924,0.0001637707,0.0001608604,0.00004014206,0.000003444541,0.00001739203],"genre_scores_gemma":[0.9982806,0.0002467092,0.001211251,0.0001290789,0.00001974606,0.00001916966,0.00002711799,0.00001113773,0.0000551258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3228899,"threshold_uncertainty_score":0.4176094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967759167","doi":"10.2495/eid140441","title":"A methodology for pre-selecting sustainable development indicators (SDIs) with application to surface mining operations","year":2014,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainable development; Process (computing); Sustainability; Business; Mandate; Government (linguistics); Commission; Bureaucracy; Process management; Environmental resource management; Environmental planning; Computer science; Political science","authors":[{"name":"César A. Poveda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009661992982919409,"gpt":0.2611420512004994,"spread":0.25148005821758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008383484,0.000162313,0.00019095,0.00003887836,0.001091355,0.00002057778,0.0001329087,0.00008616109,0.0002048095],"category_scores_gemma":[0.00001551931,0.0001164832,0.00003256638,0.0001195697,0.0003155064,0.00009631606,0.0000244936,0.0001288789,0.00004895053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283331,"about_ca_system_score_gemma":0.00001199331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008638531,"about_ca_topic_score_gemma":0.0003376066,"domain_scores_codex":[0.9987556,0.0002218761,0.0001962821,0.0003474627,0.0001362794,0.0003425503],"domain_scores_gemma":[0.9992947,0.0003600693,0.00005596874,0.0001748959,0.000001845177,0.000112529],"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":[0.00100616,0.0008872919,0.04546918,0.00003010861,0.0003094104,0.000001560524,0.02224654,0.8508751,0.003288137,0.003678459,0.00004415688,0.07216385],"study_design_scores_gemma":[0.01231729,0.004185942,0.8550202,0.00003207256,0.0006291852,0.00003917192,0.01742336,0.02345311,0.02620162,0.003136083,0.05578142,0.001780529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5430747,0.000003238598,0.45513,0.0006500707,0.00001894162,0.0007714176,0.000001551376,0.00001309781,0.0003369763],"genre_scores_gemma":[0.9584503,0.00001016522,0.03808049,0.0006680953,0.00001055839,0.0007825891,0.000005816497,0.00001771746,0.001974266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.827422,"threshold_uncertainty_score":0.839393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965038842","doi":"10.2495/wp080271","title":"The recalcitrance of clofibric acid to microbial degradation","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Clofibric acid; Clofibrate; Mecoprop; Chemistry; Microorganism; Biodegradation; Environmental chemistry; Biology; Biochemistry; Bacteria; Organic chemistry; MCPA; Ecology","authors":[{"name":"S. Evangelista","is_ca":true},{"name":"Viviane Yargeau","is_ca":true},{"name":"David G. Cooper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0137015323881277,"gpt":0.2211776789079201,"spread":0.2074761465197925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002198058,0.0001162025,0.0001275032,0.00001357299,0.0006047211,0.000005135583,0.0001532343,0.00005158608,0.0005541816],"category_scores_gemma":[0.00000631041,0.00006685696,0.00005953592,0.00007193061,0.001408588,0.00005975067,0.00001914893,0.000149167,0.0003620035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006519691,"about_ca_system_score_gemma":0.000003057458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002217428,"about_ca_topic_score_gemma":0.00002448615,"domain_scores_codex":[0.9991361,0.0001113485,0.0001883201,0.0002007663,0.0001432207,0.000220263],"domain_scores_gemma":[0.9995066,0.0001604046,0.00004758698,0.0001903709,6.646354e-7,0.0000943978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004670336,0.003210543,0.0487794,0.00003277902,0.0005069646,0.0000405979,0.003769988,0.07072149,0.6482913,0.002060535,0.001783996,0.2161321],"study_design_scores_gemma":[0.003920596,0.0007827058,0.6655089,0.00001685315,0.0001432636,0.000160906,0.0001523482,0.001013557,0.2977586,0.0009353739,0.02918803,0.0004188851],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835718,0.00007379564,0.01019248,0.004636256,0.000114291,0.0003804846,0.000008775834,0.000009750423,0.001012337],"genre_scores_gemma":[0.9963133,0.001039045,0.0003470591,0.0008286556,0.000008660235,0.00001813506,9.237102e-7,0.000007349769,0.001436856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6167295,"threshold_uncertainty_score":0.6067899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043628759","doi":"10.2495/eid200061","title":"FOOD PRODUCTION SYSTEMS, POLICIES AND RURAL PLANNING: CONTRIBUTIONS TO SUSTAINABILITY AND ENVIRONMENTAL IMPACT","year":2020,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Business; Agriculture; Government (linguistics); Sustainability; Environmental planning; Position (finance); Production (economics); Public policy; Agricultural productivity; Rural area; Natural resource economics; Environmental resource management; Economic growth; Economics; Political science; Finance; Geography","authors":[{"name":"Wayne Caldwell","is_ca":true},{"name":"Regan Zink","is_ca":true},{"name":"Sara Epp","is_ca":true},{"name":"Elise Geschiere","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00853625672641477,"gpt":0.2206841823688181,"spread":0.2121479256424034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000158295,0.0001181989,0.0001461077,0.00000889594,0.0005931481,0.00003215128,0.00005263388,0.00006876286,0.0000657461],"category_scores_gemma":[0.00001528471,0.00003905223,0.00002984994,0.00005853651,0.0002860781,0.00006018736,0.00001848757,0.0001521438,0.00000827143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007639097,"about_ca_system_score_gemma":0.000004541661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006960175,"about_ca_topic_score_gemma":0.00001974341,"domain_scores_codex":[0.9992497,0.0001203481,0.0001196241,0.0002121839,0.00009487665,0.0002032775],"domain_scores_gemma":[0.9996624,0.0001207505,0.00002619885,0.00003226335,0.000005959083,0.0001524425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0118487,0.003405477,0.4921574,0.0003043186,0.003009747,0.00004557228,0.03756119,0.04046761,0.1650963,0.0145566,0.005245748,0.2263014],"study_design_scores_gemma":[0.0004413895,0.001470547,0.9890966,0.000005381047,0.00003639234,0.00003036516,0.004907654,0.0001010057,0.0003675919,0.0003428091,0.003059326,0.000140985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448148,0.0003251505,0.0001304971,0.0539227,0.00002771346,0.0006628337,0.00008804529,0.00001554348,0.00001271614],"genre_scores_gemma":[0.9991127,0.0003367423,0.000003780537,0.0002262974,0.00004934142,0.00008890013,0.00002033565,7.216058e-7,0.000161233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969391,"threshold_uncertainty_score":0.4562075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996181232","doi":"10.2495/st120211","title":"Carbon offsetting programs in North America: assessing the involvement of the hospitality and tourism industry","year":2012,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Greenhouse gas; Carbon offset; Tourism; Credibility; Business; Climate change; Natural resource economics; Government (linguistics); Hospitality; Hospitality industry; Carbon footprint; Global warming; Economics; Political science","authors":[{"name":"Rachel Dodds","is_ca":true},{"name":"Tim Bessada","is_ca":true},{"name":"José Luis Sánchez García","is_ca":true},{"name":"Alison McDougall","is_ca":true},{"name":"Natalie Thiesen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01615606795683399,"gpt":0.2407696247327061,"spread":0.2246135567758721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006367865,0.00007435593,0.0001171236,0.0000152945,0.000627011,0.00001573737,0.0001234816,0.0001135802,0.00002412461],"category_scores_gemma":[0.00001513536,0.00004144417,0.00003453118,0.0001283534,0.001362575,0.00008225775,0.00001318788,0.0003024013,3.085332e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000977662,"about_ca_system_score_gemma":0.0000243326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907634,"about_ca_topic_score_gemma":0.008717648,"domain_scores_codex":[0.9989449,0.0004378476,0.0001408974,0.0001078539,0.0001534244,0.0002151231],"domain_scores_gemma":[0.9995422,0.0001862225,0.0001044471,0.0001273509,0.000003758196,0.00003595879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001145386,0.0002856648,0.8838682,0.000004451712,0.00005261207,3.024991e-7,0.02316857,0.001176354,0.000009923846,0.0009427161,0.000002407795,0.09047733],"study_design_scores_gemma":[0.0004269172,0.00003292625,0.9261271,0.000009174554,0.00004922184,3.372926e-7,0.07151319,0.00006163673,0.00006096008,0.000678952,0.0009647813,0.0000748371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947034,0.0001914786,0.0000980075,0.003738972,0.0001865973,0.0003260018,7.841906e-7,0.000006263622,0.0007485102],"genre_scores_gemma":[0.9992339,0.0002514269,0.00004265597,0.0001989959,0.00005003826,0.00009609255,3.751739e-7,0.000004285379,0.000122208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09040248,"threshold_uncertainty_score":0.5020463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052874518","doi":"10.2495/sc080621","title":"Green living envelopes for food and energy production in cities","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Photovoltaic system; Downtown; Energy consumption; Environmental science; Production (economics); Energy conservation; Solar energy; Architectural engineering; Environmental engineering; Engineering; Geography","authors":[{"name":"Daniel Roehr","is_ca":true},{"name":"Jon Laurenz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009193961216910145,"gpt":0.165521957853366,"spread":0.1563279966364558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000157567,0.00008129745,0.00009366857,0.00003096804,0.0003096619,0.000003311844,0.00003702064,0.00005299653,0.0001780736],"category_scores_gemma":[0.000005831098,0.00006189304,0.00001952286,0.00003186326,0.000494681,0.00008571792,0.000006486038,0.00006865184,0.000008240143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006441175,"about_ca_system_score_gemma":0.000003007074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065049,"about_ca_topic_score_gemma":0.001352913,"domain_scores_codex":[0.9994348,0.00006567933,0.0001108323,0.0002024801,0.00005847018,0.0001276998],"domain_scores_gemma":[0.9997095,0.0001529289,0.00002422238,0.0000877717,6.965874e-7,0.00002483775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00160165,0.002227569,0.527735,0.0001028005,0.0004717984,0.00001577916,0.04934382,0.06103276,0.005607206,0.006573188,0.000908353,0.3443801],"study_design_scores_gemma":[0.001873228,0.0006761148,0.9793029,0.00001653949,0.0000576352,0.00009179499,0.0004867208,0.001326217,0.003224673,0.005205161,0.007468894,0.0002700778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904139,0.0000859701,0.007293609,0.001533846,0.0000781803,0.0002376137,0.000005896251,0.00001130913,0.0003396443],"genre_scores_gemma":[0.9960678,0.0006369504,0.0002625932,0.0001642976,0.00001444259,0.0002456924,0.000001311666,0.000006562009,0.002600306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4515679,"threshold_uncertainty_score":0.2523925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2238245954","doi":"10.2495/wrm070171","title":"Synthetic hydrology and climate change scenarios to improve multi-purpose complex water resource systems management. The Lake Ontario—St Lawrence River Study of the International Canada and US Joint Commission","year":2007,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Lawrence Seaway Management; Hydro-Québec","funders":"","keywords":"Tributary; Streamflow; Climate change; Water resources; Environmental science; Hydrology (agriculture); Drainage basin; Flood myth; Geography; Geology; Ecology","authors":[{"name":"Laura Fagherazzi","is_ca":true},{"name":"David Fay","is_ca":true},{"name":"J. Salas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01214010001206265,"gpt":0.1871230379603706,"spread":0.1749829379483079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006348189,0.0001457595,0.0001709538,0.0000287254,0.0007502814,0.0000100213,0.000202199,0.00004654445,0.0001756902],"category_scores_gemma":[0.00000176191,0.000071194,0.00002108425,0.00002735346,0.0007822596,0.00003609911,0.0002191394,0.0001840146,0.000007698678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048999,"about_ca_system_score_gemma":0.000001471966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06809887,"about_ca_topic_score_gemma":0.8088005,"domain_scores_codex":[0.9989122,0.0001628914,0.0002126399,0.0002998522,0.0001584298,0.0002540335],"domain_scores_gemma":[0.9995464,0.00008510567,0.0000620996,0.0002567453,0.000001738108,0.00004791797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0019134,0.002237971,0.8565807,0.00007868661,0.001312253,0.00009293042,0.04664778,0.07965494,0.0007569238,0.0004682023,0.0003610952,0.009895112],"study_design_scores_gemma":[0.001755406,0.0002348029,0.9778642,0.000008988584,0.0001699263,0.00001442081,0.001330637,0.001705547,0.00006213335,0.0000355745,0.01670195,0.0001164371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933257,0.0000120118,0.0004423375,0.004196399,0.0002036569,0.001300307,0.00001424848,0.000005871225,0.0004994405],"genre_scores_gemma":[0.9979846,0.0000560094,0.00002551065,0.001030925,0.000006147056,0.0001437331,0.000001468905,0.000006143303,0.0007454469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7407016,"threshold_uncertainty_score":0.9381067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062760312","doi":"10.2495/rav090211","title":"Biofiltration of methane: effect of temperature and nutrient solution","year":2009,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke","keywords":"Biofilter; Methane; Greenhouse gas; Environmental science; Carbon dioxide; Nutrient; Environmental engineering; Environmental chemistry; Pulp and paper industry; Chemistry; Pollutant; Waste management; Ecology; Engineering; Organic chemistry","authors":[{"name":"Camille Ménard","is_ca":true},{"name":"Antonio Avalos Ramírez","is_ca":true},{"name":"Josiane Nikiema","is_ca":true},{"name":"Michèle Heitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003099968897805437,"gpt":0.1913200324746225,"spread":0.188220063576817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003127249,0.000126924,0.0002207691,0.00002537387,0.0001333774,0.000002680033,0.00005413794,0.00008132277,0.0002471787],"category_scores_gemma":[0.000006417296,0.00007685357,0.00004730763,0.0000479761,0.0008148511,0.00006995278,0.000009692324,0.0001148903,0.00001221409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005424261,"about_ca_system_score_gemma":0.000001249046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002552963,"about_ca_topic_score_gemma":0.000006110307,"domain_scores_codex":[0.9992336,0.0001559693,0.0001764489,0.0001784115,0.0001300593,0.0001255183],"domain_scores_gemma":[0.9995714,0.0001604113,0.00008404094,0.0001459352,6.602008e-7,0.00003753671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004275265,0.001934557,0.05545879,0.00008423865,0.000517594,0.000006343982,0.004512829,0.01793983,0.8413178,0.0007749908,0.0001324901,0.07304532],"study_design_scores_gemma":[0.004793153,0.003614368,0.5113819,0.00001738533,0.0003116443,0.00002730374,0.0000899836,0.0004153103,0.4777875,0.0012057,0.0001528502,0.0002029146],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965774,0.000161232,0.001201672,0.001078335,0.00004147721,0.0004243056,0.00001018302,0.000006542166,0.0004988799],"genre_scores_gemma":[0.99885,0.0007816708,0.000120214,0.0001058479,0.00000403398,0.00002458298,0.000002020444,0.000004157316,0.0001074947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4559231,"threshold_uncertainty_score":0.3133998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216319425","doi":"10.2495/sc210351","title":"INFLUENCING FACTORS ON COOLING DEMAND OF HIGH-RISE BUILDINGS IN HOT/HUMID CLIMATES: A REVIEW","year":2021,"lang":"en","type":"review","venue":"WIT transactions on ecology and the environment","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Building envelope; Cooling load; Air conditioning; Environmental science; HVAC; Architectural engineering; Energy demand; Microclimate; Urban heat island; Work (physics); Civil engineering; Meteorology; Environmental economics; Engineering; Geography; Mechanical engineering; Economics","authors":[{"name":"Anaya Bara","is_ca":false},{"name":"Danlin Hou","is_ca":true},{"name":"Ibrahim Hassan","is_ca":false},{"name":"Liangzhu Wang","is_ca":true},{"name":"Mohammad Azizur Rahman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01081499348944964,"gpt":0.2165654834398532,"spread":0.2057504899504036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000283625,0.000290051,0.001059156,0.0001372322,0.0001007287,0.000007427328,0.0001199337,0.0002500296,0.0001065184],"category_scores_gemma":[0.000007883458,0.0002103134,0.0001804187,0.0001444384,0.0001080148,0.0000417896,0.000006862394,0.000477977,0.000003163105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339457,"about_ca_system_score_gemma":0.00001643393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001146361,"about_ca_topic_score_gemma":0.00001069588,"domain_scores_codex":[0.9988235,0.000154077,0.0005029372,0.0002426754,0.00009178281,0.000185088],"domain_scores_gemma":[0.9992521,0.0003283909,0.0001216346,0.0002587147,0.000003702624,0.00003543469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001962993,0.00009076437,0.000008703526,0.006467366,0.0003258315,0.000004946556,0.000103298,0.9076405,5.004447e-7,0.0008475978,0.000006542784,0.08448438],"study_design_scores_gemma":[0.007274062,0.0009809706,0.0006930074,0.2188906,0.01267128,0.0001748842,0.0003084119,0.02110672,0.0004573465,0.0004835116,0.7330158,0.003943376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001426307,0.9879974,0.009872057,0.00001736072,0.0001657402,0.0004420602,0.00001677225,0.00003145259,0.00003088774],"genre_scores_gemma":[0.02304026,0.9764878,0.0001496913,0.00005149185,0.000008655204,0.0001780794,0.00002259596,0.00003498216,0.00002641517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8865337,"threshold_uncertainty_score":0.8576333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893887237","doi":"10.2495/eid180151","title":"MEASURING FARMLAND LOSS: LESSONS FROM ONTARIO, CANADA","year":2018,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Agroforestry and silvopastoral systems","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Urbanization; Sustainability; Land use; Government (linguistics); Population; Agriculture; Environmental planning; Population growth; Business; Urban planning; Land-use planning; Geography; Natural resource economics; Agricultural economics; Economic growth; Economics; Civil engineering; Engineering","authors":[{"name":"Sara Epp","is_ca":true},{"name":"Wayne Caldwell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01681875521511825,"gpt":0.1646525582602292,"spread":0.147833803045111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001075509,0.00009223806,0.0001198758,0.000002790424,0.0005924387,0.00001155003,0.00009930082,0.0000638363,0.002231424],"category_scores_gemma":[0.000001311309,0.00003134614,0.000031886,0.00002165917,0.0002521572,0.00002770921,0.000005096512,0.0001352911,0.00003931433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011632,"about_ca_system_score_gemma":0.00001495803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7366307,"about_ca_topic_score_gemma":0.9894571,"domain_scores_codex":[0.9993717,0.00008587936,0.000109024,0.0001820075,0.00009379697,0.0001575887],"domain_scores_gemma":[0.9996999,0.0001518778,0.0000346413,0.00005271994,0.000003281231,0.00005759518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003839004,0.001490079,0.7240993,0.00001710022,0.001512708,0.000137303,0.005791379,0.003095307,0.02488013,0.004431438,0.001696388,0.2290098],"study_design_scores_gemma":[0.0005162513,0.0001627428,0.957351,0.000006657619,0.00003817151,0.000009898875,0.0002659852,0.00004746349,0.0008231438,0.0006725427,0.0399761,0.0001300698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950799,0.0000355861,0.0001273007,0.003917763,0.0002203846,0.0001319129,0.0000311147,0.000009088831,0.0004468967],"genre_scores_gemma":[0.9983742,0.00002059021,0.000007631526,0.0002581426,0.00009664373,0.00002703446,0.000006653789,5.733979e-7,0.001208528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2528264,"threshold_uncertainty_score":0.9986807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969053202","doi":"10.2495/rm090261","title":"Design of stream barbs for field scale application at Sawmill Creek, Ottawa","year":2009,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Thalweg; Erosion; Channel (broadcasting); Shear stress; Bank erosion; STREAMS; Stream flow; Flow (mathematics); Computer simulation; Hydrology (agriculture); Environmental science; Geotechnical engineering; Marine engineering; Geology; Engineering; Geography; Computer science; Mathematics; Geomorphology; Simulation; Telecommunications","authors":[{"name":"E. C. Jamieson","is_ca":true},{"name":"Colin D. Rennie","is_ca":true},{"name":"R. D. Townsend","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005113273822155281,"gpt":0.1903259877305624,"spread":0.1852127139084071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000258862,0.0001001338,0.0001492272,0.00001592882,0.0003070125,0.000002518766,0.0001108877,0.000116626,0.001492908],"category_scores_gemma":[0.000002380338,0.00007874329,0.00004807367,0.00003513951,0.0003457766,0.00004919226,0.000003056679,0.00009371487,0.00004867668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003728836,"about_ca_system_score_gemma":0.000003009184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002571964,"about_ca_topic_score_gemma":0.0001741034,"domain_scores_codex":[0.999293,0.00005353311,0.0001832525,0.0002333191,0.00007904583,0.0001578443],"domain_scores_gemma":[0.9994576,0.0002656737,0.00005921657,0.0001761591,0.000001419822,0.00003996226],"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":[0.006157133,0.004033791,0.0544895,0.00006110861,0.0003717373,0.000005034651,0.003020138,0.6872705,0.03195986,0.001362709,0.001212212,0.2100563],"study_design_scores_gemma":[0.02452108,0.01468942,0.5497613,0.0000392574,0.001705258,0.00007158106,0.0003739695,0.05564488,0.2407191,0.05622453,0.05454126,0.001708414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2987139,0.00006011308,0.6960922,0.003195956,0.00004145928,0.000874085,0.00001096152,0.00001915128,0.0009921831],"genre_scores_gemma":[0.9968352,0.0001787651,0.001217811,0.0008750339,0.000006129616,0.0001730067,0.000005043374,0.000004938529,0.0007041132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6981212,"threshold_uncertainty_score":0.9994199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020147002","doi":"10.2495/eid120111","title":"Wa-Pa-Su project sustainability rating system: assessing sustainability in oil sands and heavy oil projects","year":2012,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Oil sands; Certification; Sustainable development; Government (linguistics); Work (physics); Environmental impact assessment; Petroleum industry; Petroleum; Business; Process (computing); Environmental economics; Environmental resource management; Environmental planning; Engineering; Environmental science; Asphalt; Economics; Environmental engineering; Computer science; Management","authors":[{"name":"César A. Poveda","is_ca":true},{"name":"Michael Lipsett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008635804650064912,"gpt":0.228877115039983,"spread":0.2202413103899181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559822,0.0002606131,0.0003386334,0.0001454508,0.0004329733,0.00006557367,0.00008575198,0.000160193,0.00001654067],"category_scores_gemma":[0.00003892745,0.0002032544,0.00005541871,0.0001538987,0.0003306378,0.0002886143,0.00001496746,0.0004358986,0.000001412393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443937,"about_ca_system_score_gemma":0.0001079859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001029221,"about_ca_topic_score_gemma":0.00002267219,"domain_scores_codex":[0.9981967,0.0004103991,0.0003367836,0.0003120108,0.0001371756,0.0006069258],"domain_scores_gemma":[0.9991558,0.000403443,0.00004998899,0.0002849528,0.0000193809,0.00008639384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001753727,0.003562621,0.1049868,0.01358246,0.0008393011,0.0001449742,0.03092349,0.2718202,0.0004629818,0.02025707,0.00008732307,0.5515791],"study_design_scores_gemma":[0.02858704,0.001564266,0.2675557,0.0007053858,0.00134242,0.0005542593,0.3522871,0.3215142,0.004159702,0.005726109,0.01184199,0.004161911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979026,0.0007172628,0.0175098,0.0008881523,0.0002224814,0.0006076867,0.000003412386,0.0001467426,0.0008785202],"genre_scores_gemma":[0.9984288,0.0002186967,0.0003048004,0.0000307779,0.00003377707,0.000608622,0.000001918706,0.00002642165,0.0003462422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5474172,"threshold_uncertainty_score":0.8288472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036397895","doi":"10.2495/eco130091","title":"Agriculture and climate change: implications for environmental sustainability indicators","year":2013,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan; Saskatchewan Research Council (Canada)","funders":"","keywords":"Agriculture; Sustainability; Climate change; Environmental science; Environmental resource management; Natural resource economics; Environmental planning; Geography; Economics; Ecology","authors":[{"name":"Elaine Wheaton","is_ca":true},{"name":"Suren Kulshreshtha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004241139418549533,"gpt":0.1962010479418448,"spread":0.1919599085232953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002877629,0.0002597591,0.0002225057,0.00003210948,0.0009811406,0.00003169305,0.0001494635,0.0001762793,0.001122036],"category_scores_gemma":[0.00001235826,0.0001586326,0.00009744539,0.00007542168,0.001646518,0.0002851248,0.00005355648,0.0002392206,0.0001077526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004077124,"about_ca_system_score_gemma":0.000002794933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006279438,"about_ca_topic_score_gemma":0.00003083121,"domain_scores_codex":[0.9985723,0.0001294323,0.0002360352,0.0005008149,0.0001098079,0.0004515342],"domain_scores_gemma":[0.9991791,0.0002529832,0.00008779905,0.0002963191,0.000001564116,0.0001822619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005173279,0.002763005,0.5545661,0.0001170275,0.0002788173,0.000002437845,0.005088801,0.005522666,0.001610003,0.004852157,0.0006950577,0.4239866],"study_design_scores_gemma":[0.001207729,0.0002594794,0.9864795,0.000002013363,0.00009642229,0.00001542075,0.001214367,0.0001278361,0.0000984097,0.005627892,0.00464598,0.0002249485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673901,0.0001309778,0.003326824,0.02386481,0.00006305247,0.004522379,0.000104362,0.00004503112,0.0005525288],"genre_scores_gemma":[0.9949388,0.000654651,0.00021384,0.0009076626,0.00002208528,0.002705888,0.00001733638,0.00001432147,0.0005253996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4319134,"threshold_uncertainty_score":0.9997911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042413035","doi":"10.2495/eid200141","title":"EXPLORING AGRICULTURAL OPPORTUNITIES IN THE CLAY BELT OF ONTARIO, CANADA","year":2020,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Agriculture; Geography; Agricultural land; Agricultural productivity; Government (linguistics); Sustainability; Terrain; Agricultural development; Agricultural economics; Natural resource economics; Environmental protection; Ecology; Economics; Archaeology","authors":[{"name":"Danielle Robinson","is_ca":true},{"name":"Wayne Caldwell","is_ca":true},{"name":"Sara Epp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03634932379677668,"gpt":0.1730999026445111,"spread":0.1367505788477344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001898667,0.0001328366,0.0001566536,0.000007137276,0.0002225704,0.000006238953,0.0001748425,0.00004032116,0.001369998],"category_scores_gemma":[0.0000051948,0.0000664101,0.00004856213,0.00005813956,0.0005204943,0.0001362013,0.00001751087,0.0002785466,0.00001073151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005238268,"about_ca_system_score_gemma":0.00002537867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3055136,"about_ca_topic_score_gemma":0.5930389,"domain_scores_codex":[0.9990866,0.0001487549,0.0001921754,0.0001857874,0.0001922415,0.0001944764],"domain_scores_gemma":[0.9996058,0.0001458602,0.00005023058,0.0001304313,6.554893e-7,0.00006703984],"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":[0.001453802,0.001984724,0.1288936,0.00009560323,0.0004056453,0.0001642015,0.1821898,0.6498287,0.00203241,0.001969514,0.001598427,0.02938367],"study_design_scores_gemma":[0.0008300945,0.0002295226,0.9760396,0.000003445479,0.00005136415,0.00001161387,0.01396401,0.00005938123,0.0004830136,0.0001391245,0.008045583,0.0001431945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842654,0.00001560573,0.0001312941,0.01332277,0.00003989476,0.0003339671,0.000007158077,0.00000425793,0.001879671],"genre_scores_gemma":[0.9980051,0.0001169803,0.00002353701,0.001382086,0.00000790781,0.00009803481,0.000003841762,0.000003644465,0.0003588562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8471461,"threshold_uncertainty_score":0.9995429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000703932","doi":"10.2495/geo060281","title":"Efficient watershed modeling using a multi-site weather generator for meteorological data","year":2006,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Precipitation; Watershed; Environmental science; Inflow; Meteorology; Autocorrelation; Automatic weather station; Hydrograph; Weather station; Surface runoff; Geography; Computer science; Mathematics","authors":[{"name":"Malika Khalili","is_ca":true},{"name":"Robert Leconte","is_ca":true},{"name":"François Brissette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02970853224416307,"gpt":0.2266755617485349,"spread":0.1969670295043719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005047746,0.0001602915,0.0001844629,0.00002621903,0.0007285107,0.00001045006,0.0001899374,0.00009364427,0.0003976083],"category_scores_gemma":[0.000003057989,0.0001007299,0.00005281725,0.00003118595,0.0005508983,0.00004098703,0.00006719919,0.000118932,0.00009331612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006129147,"about_ca_system_score_gemma":0.000001499271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244113,"about_ca_topic_score_gemma":0.0001378311,"domain_scores_codex":[0.9988633,0.0001195937,0.000188401,0.0004524185,0.00008567848,0.0002905474],"domain_scores_gemma":[0.9995085,0.00008093409,0.00003884084,0.0003392312,0.000001142551,0.00003133701],"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":[0.0001875835,0.0002627772,0.001770646,0.000002495841,0.00007419119,0.000002156769,0.0001504519,0.996519,0.0006303882,0.0001081309,0.00002105979,0.0002710726],"study_design_scores_gemma":[0.002192191,0.00008589796,0.00273585,0.000001262858,0.000205425,0.000004177117,0.00004839683,0.992923,0.0001332879,0.0005228156,0.001008691,0.0001390063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5628144,0.00004008465,0.4354894,0.001063413,0.00006557485,0.0004218238,0.00002041014,0.00001683223,0.00006812182],"genre_scores_gemma":[0.9925531,0.00003550662,0.006315515,0.0004719701,0.00001981393,0.0001236638,0.00001487358,0.00001123805,0.0004543681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4297387,"threshold_uncertainty_score":0.5603189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}