{"meta":{"query_hash":"a556856c45b6","filters":{"venue":"Frontiers in Insect Science"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a556856c45b6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+in+Insect+Science"},"results":[{"id":"W4284891665","doi":"10.3389/finsc.2022.938644","title":"Host Manipulation, Gene Editing, and Non-Traditional Model Organisms: A New Frontier for Behavioral Research?","year":2022,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Host (biology); CRISPR; Biology; Evolutionary biology; Genome editing; Computational biology; Ecology; Gene; Genetics","score_opus":0.12211091594410715,"score_gpt":0.2968488710789794,"score_spread":0.17473795513487222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284891665","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15567271,0.4275882,0.34443006,0.038400702,0.002929972,0.0002501776,0.0012238974,0.0014175622,0.028086757],"genre_scores_gemma":[0.49713233,0.3073243,0.16782807,0.01128943,0.0014861464,0.00093813776,0.001379406,0.0003634509,0.012258756],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992125,0.00025164863,0.000043744036,0.00019381895,0.00021715742,0.00008118133],"domain_scores_gemma":[0.9983215,0.0009897784,0.00019663539,0.00024674472,0.000105811414,0.00013956444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026252076,0.00060323114,0.0014704445,0.00054515817,0.00051038776,0.0018575214,0.0013432187,0.0012852841,0.002051667],"category_scores_gemma":[0.0014878574,0.00025075272,0.00060656486,0.00046083317,0.0027719922,0.0032118752,0.0011565423,0.0029764955,0.00049301697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060004886,0.0005370794,0.005568862,0.0054727322,0.00029525804,0.00072949653,0.0009370218,0.0016957258,0.58266497,0.1665489,0.008113661,0.22683623],"study_design_scores_gemma":[0.00015514986,0.0042270417,0.022753965,0.0019144943,0.0006376601,0.0035887717,0.0024882755,0.011264573,0.23826954,0.17423339,0.5401911,0.00027604614],"about_ca_topic_score_codex":0.00064491184,"about_ca_topic_score_gemma":0.0010538152,"teacher_disagreement_score":0.0026252076,"about_ca_system_score_codex":0.0009174468,"about_ca_system_score_gemma":0.0009558967,"threshold_uncertainty_score":0.013883591},"labels":[],"label_agreement":null},{"id":"W4291465582","doi":"10.3389/finsc.2022.957385","title":"A numerical approach to investigating the mechanisms behind tonotopy in the bush-cricket inner-ear","year":2022,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada; Orthopterists' Society","keywords":"Tonotopy; Basilar membrane; Inner ear; Cochlea; Crista; Displacement (psychology); Stiffness; Vibration; Mechanism (biology); Acoustics; Physics; Anatomy; Biology; Structural engineering; Engineering","score_opus":0.03037922271149834,"score_gpt":0.21951151091001023,"score_spread":0.18913228819851188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291465582","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46239772,0.00060666166,0.5184539,0.00054600666,0.00011158038,0.00018250164,0.00031528945,0.00027705365,0.017109312],"genre_scores_gemma":[0.84789675,0.00045062441,0.14930041,0.00006460498,0.000017195862,0.00024305678,0.00010175962,0.00004020925,0.0018853534],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999269,0.000018875853,0.000006103799,0.000015464948,0.00002193759,0.00001071711],"domain_scores_gemma":[0.9996556,0.00018882046,0.00006300438,0.000032432894,0.0000449438,0.000015120545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002655261,0.00029924893,0.00034201276,0.0003450364,0.00033894856,0.00049734075,0.00056268735,0.0008442855,0.0017931695],"category_scores_gemma":[0.0012743991,0.00020328387,0.00036361488,0.00025303307,0.0008559386,0.00040686136,0.00047096895,0.00043890596,0.00018438978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039421382,0.000060864255,0.0023498505,0.00024059218,0.00002515698,0.000194737,0.00024998144,0.920926,0.04742149,0.02256616,0.00012817359,0.0057975785],"study_design_scores_gemma":[0.000009421315,0.000020162715,0.0004706497,0.0000114992645,0.000005797764,0.000034927336,0.000035924804,0.99588734,0.0014266514,0.001659778,0.000431207,0.0000066657444],"about_ca_topic_score_codex":0.0025079374,"about_ca_topic_score_gemma":0.0018305123,"teacher_disagreement_score":0.0025079374,"about_ca_system_score_codex":0.0003337306,"about_ca_system_score_gemma":0.00061277096,"threshold_uncertainty_score":0.0059987903},"labels":[],"label_agreement":null},{"id":"W4292313246","doi":"10.3389/finsc.2022.936826","title":"Chronic exposure to insecticides impairs honeybee optomotor behaviour","year":2022,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Grass Foundation","keywords":"Neonicotinoid; Imidacloprid; Biology; Locust; Neuroscience; Visual field; Toxicology; Pesticide; Ecology","score_opus":0.01951730206743208,"score_gpt":0.2534405174092915,"score_spread":0.23392321534185945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292313246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982381,0.0009156521,0.00027025727,0.00005020901,0.000007999421,0.0000063697557,0.00013592836,0.000032575615,0.00034300296],"genre_scores_gemma":[0.9972428,0.0013510236,0.00030013343,0.000048900576,0.00000681712,0.000018028126,0.00015438187,0.0000060811653,0.0008719275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993193,0.0000076643555,0.000008459302,0.000016226399,0.00001705537,0.000018642642],"domain_scores_gemma":[0.99991024,0.000010638136,0.000043384825,0.000008817938,0.000009414311,0.00001745116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039660143,0.00032421725,0.00024346067,0.00013946735,0.00008169372,0.00021475562,0.00012512543,0.0002849648,0.00091067015],"category_scores_gemma":[0.00009748887,0.000089807276,0.00019062495,0.00007467299,0.00016825649,0.00017297287,0.00013213795,0.00033749646,0.00013885085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013818829,0.000038823953,0.0009787204,0.000040595525,0.000008071016,0.0000713263,0.000018728793,0.000020628786,0.99658126,0.000018391102,0.00003468209,0.0020505579],"study_design_scores_gemma":[0.000030309404,0.0024002602,0.18849455,0.00003166496,0.00007044702,0.00069880835,0.00019939525,0.0008493879,0.805487,0.00013117005,0.0015942976,0.0000126384675],"about_ca_topic_score_codex":0.00085831154,"about_ca_topic_score_gemma":0.0015096097,"teacher_disagreement_score":0.00091067015,"about_ca_system_score_codex":0.00017815847,"about_ca_system_score_gemma":0.00013629082,"threshold_uncertainty_score":0.0030465126},"labels":[],"label_agreement":null},{"id":"W4312187899","doi":"10.3389/finsc.2022.1096089","title":"Investigating the role of glycoprotein hormone GPA2/GPB5 signaling in reproduction in adult female Rhodnius prolixus","year":2022,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Rhodnius prolixus; Internal medicine; Endocrinology; Corpus allatum; Hormone; Luteinizing hormone; Glycoprotein; Juvenile hormone; Genetics","score_opus":0.02119917182654088,"score_gpt":0.27320725550049724,"score_spread":0.25200808367395633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312187899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99475974,0.0013410121,0.00089515856,0.00012762152,0.000013372804,0.00001823912,0.00044272884,0.000030019817,0.0023720867],"genre_scores_gemma":[0.9927659,0.000592049,0.0013612426,0.00018870778,0.000010245544,0.000042930078,0.00052869297,0.000016632412,0.0044936473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999286,0.000005241304,0.0000036900221,0.000031028285,0.000012803916,0.0000186405],"domain_scores_gemma":[0.9999243,0.0000070382803,0.000019784313,0.0000034953505,0.000012947737,0.000032428372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055588713,0.0002512383,0.0001934694,0.000369772,0.00031184516,0.00019133513,0.00021875394,0.00043891894,0.0009912726],"category_scores_gemma":[0.00009148196,0.00017178418,0.000260779,0.00009301156,0.00025504897,0.00031315873,0.00029997074,0.00050625333,0.00035506388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073024006,0.00001956427,0.0067388588,0.00007076684,0.000008621173,0.00020728123,0.0001293311,0.00004465929,0.9898088,0.0000858882,0.00007580207,0.0027374253],"study_design_scores_gemma":[0.000035175115,0.0010207366,0.83795327,0.0000526549,0.00011365717,0.0015120963,0.0011123839,0.0021686205,0.14947847,0.00024339602,0.006265095,0.000044448425],"about_ca_topic_score_codex":0.003989388,"about_ca_topic_score_gemma":0.008541326,"teacher_disagreement_score":0.003989388,"about_ca_system_score_codex":0.00030033677,"about_ca_system_score_gemma":0.00016606777,"threshold_uncertainty_score":0.007932365},"labels":[],"label_agreement":null},{"id":"W4321784438","doi":"10.3389/finsc.2023.1104793","title":"Revisiting fall armyworm population movement in the United States and Canada","year":2023,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Biological dispersal; Geography; Gene flow; Range (aeronautics); Population; Ecology; Overwintering; Spatial ecology; Physical geography; Biology; Demography; Genetic variation","score_opus":0.007958223161364365,"score_gpt":0.22785211909639014,"score_spread":0.21989389593502578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321784438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98441297,0.00024969844,0.00077777455,0.00028463663,0.000007878881,0.000027859101,0.011935843,0.00005661639,0.0022468627],"genre_scores_gemma":[0.987427,0.0002940188,0.001706306,0.00008582382,0.0000023375967,0.000015515918,0.009622745,0.000015455485,0.0008308472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998035,0.000023619978,0.000009244874,0.000053772485,0.00004483387,0.00006507755],"domain_scores_gemma":[0.99946076,0.00008528872,0.00004928136,0.000040092218,0.00029979085,0.00006474398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005197887,0.0003452782,0.0002825772,0.0009240787,0.0011625821,0.0010450055,0.0010580387,0.00028609615,0.0014105828],"category_scores_gemma":[0.0016731317,0.0001922374,0.000571286,0.0021866185,0.00035061853,0.0003830874,0.0005892554,0.0004865417,0.00017811109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012838055,0.000060607406,0.90633684,0.00009962024,0.00028907118,0.00021383446,0.00071248185,0.06712062,0.0008000434,0.0014759604,0.0046052975,0.018157236],"study_design_scores_gemma":[0.000038441707,0.000025694491,0.86846304,0.000089738285,0.000100032696,0.000063851054,0.00155269,0.11994342,0.0006108969,0.00054141233,0.008527901,0.00004290381],"about_ca_topic_score_codex":0.9966272,"about_ca_topic_score_gemma":0.996497,"teacher_disagreement_score":0.019966757,"about_ca_system_score_codex":0.019966757,"about_ca_system_score_gemma":0.020494508,"threshold_uncertainty_score":0.14486963},"labels":[],"label_agreement":null},{"id":"W4323315824","doi":"10.3389/finsc.2023.951447","title":"Breeding honey bees (Apis mellifera L.) for low and high Varroa destructor population growth: Gene expression of bees performing grooming behavior","year":2023,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of British Columbia","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs; Ministry of Agriculture, Food and Rural Affairs; Canadian Bee Research Fund","keywords":"Varroa destructor; Biology; Varroa; Deformed wing virus; Destructor; Population; Honey bee; Beekeeping; Zoology; Genetics; Mite; Botany","score_opus":0.028225813405518788,"score_gpt":0.25330887257493384,"score_spread":0.22508305916941507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323315824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745303,0.0009254865,0.00037468193,0.00002511175,0.0000036379613,0.0000108903505,0.00091126456,0.0000187169,0.0002770113],"genre_scores_gemma":[0.99493104,0.0005634007,0.0011439124,0.00006370229,0.000005248747,0.00004660613,0.0020947303,0.000011055957,0.0011404289],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999348,0.0000057903876,0.000004056863,0.000030998395,0.000010323811,0.000013988191],"domain_scores_gemma":[0.99995995,0.0000069155385,0.000018151564,0.0000024199246,0.0000045016104,0.000008076059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004032157,0.0002107739,0.00015503854,0.00036458904,0.00012891243,0.00021918507,0.00007802676,0.000135707,0.0006522242],"category_scores_gemma":[0.000046243495,0.000085057996,0.00022896926,0.00027281398,0.00010014496,0.00010921347,0.00013916101,0.00017388884,0.00013292249],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015176245,0.000034244567,0.010906549,0.00007796276,0.00002358034,0.000047990026,0.000036678142,0.000041419727,0.9846259,0.000021162008,0.00007159767,0.003961094],"study_design_scores_gemma":[0.000018604838,0.00022269889,0.9285421,0.000015986589,0.00009517181,0.00036462594,0.00016329928,0.0009214903,0.06847081,0.000055970024,0.0011189852,0.000010350599],"about_ca_topic_score_codex":0.0006090312,"about_ca_topic_score_gemma":0.0008643759,"teacher_disagreement_score":0.0006522242,"about_ca_system_score_codex":0.00011966155,"about_ca_system_score_gemma":0.000064410015,"threshold_uncertainty_score":0.0021818876},"labels":[],"label_agreement":null},{"id":"W4361272245","doi":"10.3389/finsc.2023.1167889","title":"Malpighian tubules of Rhodnius prolixus: More than post-prandial diuresis","year":2023,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rhodnius prolixus; Malpighian tubule system; Diuresis; Biology; Hemolymph; Rhodnius; Transcriptome; Detoxification (alternative medicine); Endocrinology; Internal medicine; Midgut; Insect; Biochemistry; Kidney; Medicine; Pathology; Ecology","score_opus":0.011261273812122543,"score_gpt":0.23531593529067904,"score_spread":0.2240546614785565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361272245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98841906,0.004647408,0.0017541652,0.00023275042,0.000021330685,0.00002390471,0.0006921,0.00007237395,0.0041369884],"genre_scores_gemma":[0.9911485,0.0017701334,0.0016832592,0.00017909025,0.000014684917,0.000012405805,0.0007798573,0.000020317915,0.0043918025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999589,0.000003140581,0.0000032023067,0.00001657996,0.000009551272,0.000008684348],"domain_scores_gemma":[0.99994457,0.000004477304,0.00001970683,0.0000035507846,0.000008410629,0.000019267549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005756864,0.00023199964,0.00020478497,0.00026242065,0.00022943712,0.00030995053,0.00015617331,0.00026405603,0.0005552928],"category_scores_gemma":[0.000058537426,0.00009878938,0.00021352487,0.00013454941,0.0001974215,0.00040271625,0.00028117196,0.00032412919,0.0002918655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007520237,0.000009953099,0.004883474,0.00009665822,0.000010956358,0.00031649426,0.0001196768,0.000050951192,0.9895779,0.00013239209,0.00007440497,0.004652025],"study_design_scores_gemma":[0.000018155532,0.00062768377,0.81121767,0.000051831335,0.000079695325,0.0061921757,0.00084443623,0.0009561683,0.15597364,0.00036393292,0.023619363,0.00005527045],"about_ca_topic_score_codex":0.0031917868,"about_ca_topic_score_gemma":0.004131423,"teacher_disagreement_score":0.0031917868,"about_ca_system_score_codex":0.00023810996,"about_ca_system_score_gemma":0.0001331879,"threshold_uncertainty_score":0.006346464},"labels":[],"label_agreement":null},{"id":"W4382314114","doi":"10.3389/finsc.2023.1145158","title":"Invasion potential of hornets (Hymenoptera: Vespidae: Vespa spp.)","year":2023,"lang":"en","type":"review","venue":"Frontiers in Insect Science","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Food Safety and Inspection Service; Wellesley College; Human Frontier Science Program","keywords":"Biological dispersal; Biology; Propagule pressure; Ecology; Propagule; Habitat; Vespidae; Invasive species; Introduced species; Nest (protein structural motif); Hymenoptera; Population","score_opus":0.09392378224208366,"score_gpt":0.26580995772356264,"score_spread":0.171886175481479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382314114","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467766,0.0024117047,0.00015111189,0.00004235797,0.0000058221967,0.000005495365,0.000121910765,0.000007234641,0.00257668],"genre_scores_gemma":[0.99884534,0.00055738766,0.000110189554,0.000014615971,0.000004164864,0.0000014125186,0.000105881685,0.0000010649688,0.00035980603],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998957,0.000032736243,0.000005687881,0.000019379422,0.000022265176,0.000024217534],"domain_scores_gemma":[0.99955004,0.00017422835,0.000148507,0.000014645209,0.00004865771,0.00006395544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024722863,0.0002254445,0.00012387345,0.00039720116,0.00017234182,0.0003455919,0.00012261892,0.00012409501,0.001116522],"category_scores_gemma":[0.00053515605,0.000058413574,0.000100476675,0.00012628104,0.00016141061,0.00023739682,0.00022699639,0.00017587768,0.00016118836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017688097,0.000048835118,0.91818583,0.00024676754,0.00010569865,0.0006632669,0.0009785745,0.00018768304,0.022416757,0.0002760528,0.00062946725,0.056084186],"study_design_scores_gemma":[0.0000026576674,0.00019737455,0.9932354,0.00004914794,0.00004193051,0.0015668245,0.00077411794,0.0002829094,0.001313687,0.000108537126,0.0024216936,0.000005704015],"about_ca_topic_score_codex":0.0010484193,"about_ca_topic_score_gemma":0.0025107423,"teacher_disagreement_score":0.001116522,"about_ca_system_score_codex":0.00010187327,"about_ca_system_score_gemma":0.00006576567,"threshold_uncertainty_score":0.003735125},"labels":[],"label_agreement":null},{"id":"W4383313022","doi":"10.3389/finsc.2023.1136297","title":"Biology of the southern giant hornet, Vespa soror: nest architecture, morphological differences among castes, and the genetic structure of colonies","year":2023,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Vietnam Academy of Science and Technology; National Geographic Society; Wellesley College","keywords":"Biology; Ecology; Nest (protein structural motif); Polygyny; Temperate climate; Subtropics; Zoology; Population; Demography","score_opus":0.008957182983580272,"score_gpt":0.21732994858404803,"score_spread":0.20837276560046775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383313022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996704,0.00005271098,0.00004116826,0.0000032886603,2.9611326e-7,0.0000019703125,0.000039490522,0.00000272182,0.00018805535],"genre_scores_gemma":[0.9994456,0.000031533575,0.00018878115,0.000009483151,0.0000010918023,0.0000034210232,0.000121998026,0.0000026609434,0.00019551291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999521,0.0000075702683,0.0000026441246,0.000019203413,0.000008528952,0.00000988277],"domain_scores_gemma":[0.9997975,0.00002334134,0.00008903608,0.00001233431,0.000021236487,0.00005657573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008059972,0.0001957025,0.00013146784,0.0006264016,0.00025557866,0.00021201368,0.00021985504,0.00014801844,0.0005311073],"category_scores_gemma":[0.000154292,0.00014109872,0.00010508641,0.00018609423,0.00026243718,0.00015398997,0.000309343,0.00013766093,0.00013118544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017736212,0.00011925417,0.7871569,0.000055641638,0.000039935923,0.00029715567,0.00126433,0.0001384802,0.19718328,0.0000640065,0.00009397235,0.013409776],"study_design_scores_gemma":[0.0000018284628,0.000058024838,0.9986137,0.0000029429445,0.0000037025968,0.00026375506,0.00016066707,0.00011755629,0.0006140416,0.000010363028,0.00015125451,0.000002017191],"about_ca_topic_score_codex":0.0038441613,"about_ca_topic_score_gemma":0.01426069,"teacher_disagreement_score":0.0038441613,"about_ca_system_score_codex":0.00016110478,"about_ca_system_score_gemma":0.0001099036,"threshold_uncertainty_score":0.0076435804},"labels":[],"label_agreement":null},{"id":"W4387181368","doi":"10.3389/finsc.2023.1253176","title":"Corrigendum: Invasion potential of hornets (Hymenoptera: Vespidae: Vespa spp.)","year":2023,"lang":"en","type":"erratum","venue":"Frontiers in Insect Science","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Vespidae; Dozen; Hymenoptera; Geography; China; Ecology; Biology; Zoology; Archaeology","score_opus":0.01645702392394113,"score_gpt":0.24592254532309032,"score_spread":0.2294655213991492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387181368","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015024231,0.00077751104,0.00034071246,0.051326744,0.93286705,0.00004533303,0.005711037,0.0008001412,0.007981319],"genre_scores_gemma":[0.012532933,0.0050312006,0.0034456113,0.17261744,0.3369316,0.00070665823,0.01538911,0.0031275772,0.45021787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973909,0.00040974602,0.00053623726,0.0004101626,0.0010085208,0.00024448882],"domain_scores_gemma":[0.97186464,0.0052587423,0.0013587856,0.0012034774,0.019211521,0.0011028489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025151118,0.0029282463,0.002415813,0.0034351724,0.0034315113,0.0041577956,0.0032978894,0.0060485112,0.13997671],"category_scores_gemma":[0.02691323,0.0012497802,0.0020917312,0.002199257,0.0017821538,0.0027865772,0.0020231053,0.007900449,0.09478986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008219,0.00000346335,0.00002984833,0.00004541597,0.0000020868185,0.000030149064,0.000007929759,0.000013267012,0.00000979317,0.00010251341,0.99851006,0.0012371512],"study_design_scores_gemma":[0.000065378656,0.00002954611,0.0030043768,0.0004580372,0.000034210145,0.00028812626,0.00012751285,0.00026474017,0.00023297555,0.001100517,0.99434114,0.000053294898],"about_ca_topic_score_codex":0.061424606,"about_ca_topic_score_gemma":0.053985994,"teacher_disagreement_score":0.13997671,"about_ca_system_score_codex":0.0041708048,"about_ca_system_score_gemma":0.0043021627,"threshold_uncertainty_score":0.46826875},"labels":[],"label_agreement":null},{"id":"W4391320927","doi":"10.3389/finsc.2024.1365665","title":"Editorial: Current status of honey bee genetic and breeding programs: progress and perspectives","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Insect Science","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Beekeeping; Current (fluid); Honey bee; Insect; Biology; Engineering; Ecology; Electrical engineering","score_opus":0.026132407146319717,"score_gpt":0.2886509300734404,"score_spread":0.2625185229271207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391320927","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002800062,0.006358933,0.00007039946,0.018581692,0.9737593,0.000015763602,0.00004628526,0.000029564002,0.0011100286],"genre_scores_gemma":[0.00021123109,0.0031211579,0.00004820728,0.0071130604,0.9855533,0.000015595737,0.00002410742,0.000016915279,0.0038963885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950446,0.0008473936,0.0005837505,0.0007578307,0.0023599837,0.0004064815],"domain_scores_gemma":[0.97005737,0.009923552,0.0023121245,0.00054671144,0.012056196,0.0051040943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009067656,0.0039280835,0.005270878,0.0050586085,0.0030643868,0.008537955,0.0036456299,0.015332775,0.024397938],"category_scores_gemma":[0.025628753,0.0011763502,0.0029311213,0.0019864135,0.002179096,0.0043202266,0.0017442078,0.012987314,0.013110834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061268416,0.000016037928,0.000027951175,0.0003351217,0.000019901097,0.00007954542,0.000008269604,0.000021526588,0.00006549177,0.00011943447,0.9945275,0.0047179135],"study_design_scores_gemma":[0.00015815195,0.000062719446,0.00053750636,0.0009879624,0.0001231886,0.00031072146,0.000054128155,0.00020047494,0.00013924859,0.0010919652,0.99630165,0.000032168533],"about_ca_topic_score_codex":0.001520628,"about_ca_topic_score_gemma":0.0041749696,"teacher_disagreement_score":0.024397938,"about_ca_system_score_codex":0.0031304297,"about_ca_system_score_gemma":0.0035921156,"threshold_uncertainty_score":0.08161926},"labels":[],"label_agreement":null},{"id":"W4392922287","doi":"10.3389/finsc.2024.1378061","title":"Editorial: Forest insect invasions – risk mapping approaches and applications","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Insect Science","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of British Columbia; Natural Resources Canada; University of British Columbia; Canadian Forest Service","funders":"","keywords":"Insect; Invasive species; Ecology; Geography; Biology","score_opus":0.018136027255799273,"score_gpt":0.21689249459800064,"score_spread":0.19875646734220137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392922287","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007312963,0.010980953,0.00093426846,0.03068901,0.95300484,0.00005320928,0.00033555136,0.00022731777,0.0037017006],"genre_scores_gemma":[0.00058188156,0.008552628,0.0003574551,0.007619087,0.9753228,0.000039969327,0.00010311151,0.00007135476,0.00735171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653375,0.0007618579,0.0004047513,0.00059819705,0.0015638355,0.00013756282],"domain_scores_gemma":[0.96459454,0.017612625,0.001610688,0.0007426911,0.012183305,0.0032562248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067482074,0.0029468238,0.0028559095,0.0039386163,0.0016164614,0.0063453433,0.003463891,0.008335073,0.03476018],"category_scores_gemma":[0.026442023,0.0008799793,0.002081325,0.0021121025,0.0023826247,0.004210251,0.0013250256,0.009545319,0.019920934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027676,0.000011748891,0.000043297354,0.0001903284,0.000010764755,0.000025977386,0.00000847656,0.000054919077,0.000033411467,0.00017847093,0.9901598,0.009255004],"study_design_scores_gemma":[0.000051170508,0.00004646176,0.0005579776,0.0008512017,0.000039111852,0.00016782997,0.000048118538,0.00036028904,0.000067281995,0.0014952224,0.99628866,0.000026705538],"about_ca_topic_score_codex":0.0021800285,"about_ca_topic_score_gemma":0.0034452018,"teacher_disagreement_score":0.03476018,"about_ca_system_score_codex":0.001786307,"about_ca_system_score_gemma":0.0018103016,"threshold_uncertainty_score":0.11628437},"labels":[],"label_agreement":null},{"id":"W4394615663","doi":"10.3389/finsc.2024.1374325","title":"Molecular characterization, localization, and physiological roles of ITP and ITP-L in the mosquito, Aedes aegypti","year":2024,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Biology; Gene knockdown; Aedes aegypti; Central nervous system; Hormone; Internal medicine; Suboesophageal ganglion; Nervous system; Juvenile hormone; Cell biology; Endocrinology; Gene; Neuroscience; Ecology; Biochemistry; Larva; Medicine","score_opus":0.028818747209919053,"score_gpt":0.284170080522439,"score_spread":0.2553513333125199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394615663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937395,0.0017698854,0.0025607632,0.00008277592,0.000011118452,0.000020238002,0.00097309554,0.000016561122,0.00082600815],"genre_scores_gemma":[0.98457295,0.0026483221,0.006368087,0.00014188574,0.000018205299,0.000058307083,0.0041030166,0.0000184281,0.002070893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999565,0.0000032276425,0.0000048258507,0.000014457512,0.000012017013,0.000008999083],"domain_scores_gemma":[0.99994934,0.0000063472467,0.00001693747,0.0000043659534,0.000009092374,0.000014007231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059669703,0.00023051683,0.00013109103,0.00016270584,0.0001459157,0.000196848,0.000096032876,0.00014486114,0.00042508333],"category_scores_gemma":[0.000095015144,0.00008585725,0.00020016856,0.00013173801,0.00015122452,0.00024928385,0.00015480099,0.00037733113,0.00018079884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005209857,0.000006552725,0.001204331,0.000043339856,0.000006009507,0.000104508086,0.00002592585,0.00004997534,0.9968953,0.00006808823,0.000026559834,0.0015173042],"study_design_scores_gemma":[0.000048254908,0.00061646465,0.2712261,0.000040320712,0.0001376034,0.0029248602,0.0005187978,0.0067760074,0.7072054,0.00037709254,0.0101013975,0.000027783124],"about_ca_topic_score_codex":0.00075983925,"about_ca_topic_score_gemma":0.00087561656,"teacher_disagreement_score":0.00075983925,"about_ca_system_score_codex":0.00016778691,"about_ca_system_score_gemma":0.00014089303,"threshold_uncertainty_score":0.0015108585},"labels":[],"label_agreement":null},{"id":"W4394915636","doi":"10.3389/finsc.2024.1365651","title":"Protein localization of aquaporins in the adult female disease vector mosquito, Aedes aegypti","year":2024,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Ion Transport and Channel Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aedes aegypti; Vector (molecular biology); Aedes; Biology; Virology; Zoology; Dengue fever; Ecology; Larva; Genetics","score_opus":0.009513438216486921,"score_gpt":0.23541707657662417,"score_spread":0.22590363836013724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394915636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405944,0.0023208628,0.0010838395,0.000115524665,0.000024484236,0.000012637587,0.0013194672,0.00003077555,0.0010329505],"genre_scores_gemma":[0.9884793,0.0029278803,0.0028360107,0.00012356802,0.000024369585,0.000039844428,0.0020068705,0.000011646603,0.00355044],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99996185,0.0000022121546,0.0000030871506,0.000014403588,0.000009067732,0.000009317819],"domain_scores_gemma":[0.99996066,0.0000037893944,0.000015528294,0.0000015525948,0.000009285713,0.0000092049495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051565254,0.00013088819,0.00011515761,0.00025996054,0.0001534895,0.00012706085,0.000069585774,0.00016236426,0.0010508046],"category_scores_gemma":[0.0000669996,0.000102675425,0.0001595064,0.00016156012,0.00012342117,0.00022932472,0.000096904114,0.0002826513,0.00024151818],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060169274,0.000007458357,0.0017940424,0.000056181147,0.000003874747,0.000071909424,0.000037421283,0.000019434767,0.99699557,0.000033295848,0.00007082125,0.00084978895],"study_design_scores_gemma":[0.000017344024,0.00055896956,0.5815439,0.000028233218,0.00005854379,0.0020720935,0.0006333182,0.0012230319,0.40654495,0.00015275899,0.007148958,0.000017805416],"about_ca_topic_score_codex":0.0011141999,"about_ca_topic_score_gemma":0.0012480208,"teacher_disagreement_score":0.0011141999,"about_ca_system_score_codex":0.00020216664,"about_ca_system_score_gemma":0.00008129823,"threshold_uncertainty_score":0.0035153031},"labels":[],"label_agreement":null},{"id":"W4399512810","doi":"10.3389/finsc.2024.1358619","title":"Consuming royal jelly alters several phenotypes associated with overwintering dormancy in mosquitoes","year":2024,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Overwintering; Dormancy; Biology; Phenotype; Royal jelly; Zoology; Botany; Genetics; Gene","score_opus":0.010980127112445613,"score_gpt":0.19866251644613533,"score_spread":0.18768238933368972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399512810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987388,0.00039894375,0.00015105591,0.000035848927,0.000008832429,0.0000058827454,0.00036266854,0.000019606554,0.00027833798],"genre_scores_gemma":[0.996965,0.00039489428,0.0003500602,0.000074078525,0.0000054512766,0.000027840924,0.0005409306,0.000011567878,0.001630103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999522,0.0000051482416,0.000004044618,0.000017280381,0.000008016742,0.000013280295],"domain_scores_gemma":[0.99990165,0.000005968825,0.00004592728,0.000004849738,0.0000075973044,0.00003398465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000567619,0.00028458875,0.00016242094,0.00020180034,0.00013209827,0.0002365696,0.00011682673,0.000159003,0.0012997059],"category_scores_gemma":[0.000078562676,0.00012459158,0.0001702069,0.000096428565,0.00017427758,0.00017859474,0.00016145171,0.00040294402,0.00012662192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032079316,0.0000424899,0.0027939084,0.000066588116,0.000012148057,0.000044257995,0.00003270842,0.000019178071,0.99526775,0.00002618321,0.0000716841,0.0013023808],"study_design_scores_gemma":[0.000033449094,0.0011295439,0.66629857,0.000028098917,0.00010103661,0.0004284743,0.00031574062,0.00092997076,0.32754156,0.00008513249,0.0030761678,0.000032239943],"about_ca_topic_score_codex":0.0008840704,"about_ca_topic_score_gemma":0.0013618778,"teacher_disagreement_score":0.0012997059,"about_ca_system_score_codex":0.0002199475,"about_ca_system_score_gemma":0.000086288004,"threshold_uncertainty_score":0.00434798},"labels":[],"label_agreement":null},{"id":"W4406799253","doi":"10.3389/finsc.2024.1532825","title":"Editorial: Focus on Popillia japonica: New research for IPM of the Japanese beetle","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Insect Science","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popillia; Japanese beetle; Japonica; PEST analysis; Biology; Agroforestry; Botany","score_opus":0.017519471499524406,"score_gpt":0.2973802034175875,"score_spread":0.27986073191806304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406799253","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000094926276,0.007721641,0.00014888849,0.0246088,0.9651851,0.00002238555,0.00009983849,0.0000703486,0.002047996],"genre_scores_gemma":[0.0005955207,0.006917362,0.000114100396,0.017187981,0.9620762,0.000025532818,0.00006531204,0.00005108904,0.012966919],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998278,0.00019200715,0.00021395201,0.00036446945,0.000820589,0.0001309546],"domain_scores_gemma":[0.9900474,0.003019436,0.0005259051,0.00020140469,0.0047747064,0.001431138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024797975,0.003050531,0.0023887393,0.0026750967,0.001533141,0.0043777283,0.0020665722,0.0063317954,0.024450501],"category_scores_gemma":[0.010583147,0.00062098727,0.0019455049,0.0010790906,0.0013942264,0.004001378,0.0010623221,0.008358007,0.017238503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035017976,0.000010339829,0.000036666446,0.00025673374,0.0000084329595,0.000056240944,0.000015617308,0.000015203246,0.000088660774,0.00011705544,0.9941666,0.005193422],"study_design_scores_gemma":[0.000024407167,0.000037478734,0.0004726145,0.00047185182,0.000033672608,0.0002680024,0.00007074561,0.00007985732,0.0001444228,0.00042089776,0.99795973,0.000016214764],"about_ca_topic_score_codex":0.0014692204,"about_ca_topic_score_gemma":0.002850571,"teacher_disagreement_score":0.024450501,"about_ca_system_score_codex":0.0020806221,"about_ca_system_score_gemma":0.001492604,"threshold_uncertainty_score":0.0817951},"labels":[],"label_agreement":null},{"id":"W4407756959","doi":"10.3389/finsc.2025.1468262","title":"Sustainable control of the bird cherry-oat aphid (Rhopalosiphum padi L.) in northwestern Ontario using Beauveria bassiana delivered by bumblebees","year":2025,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Collège Boréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beauveria bassiana; Aphid; Rhopalosiphum padi; Biology; Biological pest control; Agronomy; Horticulture; Botany; PEST analysis; Homoptera; Aphididae","score_opus":0.014729442935782405,"score_gpt":0.19149950512750752,"score_spread":0.1767700621917251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407756959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983419,0.00018331538,0.0001824703,0.000038640366,0.0000027170108,0.000030005973,0.00008134958,0.000014938915,0.0011244876],"genre_scores_gemma":[0.9960509,0.00029434205,0.0009449076,0.00002483034,0.0000013694378,0.000018917544,0.00018042393,0.0000025313686,0.002481803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998915,0.0000060957127,0.0000035367739,0.000019148925,0.000048859896,0.000030740583],"domain_scores_gemma":[0.9998714,0.0000064952224,0.00003330786,0.0000041934386,0.000051158015,0.000033555683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091197406,0.00018781892,0.00014393684,0.00015887766,0.0005879102,0.00031884044,0.00025642195,0.000112747686,0.00048256977],"category_scores_gemma":[0.00010639528,0.00008462556,0.00013913076,0.00013395592,0.00022282283,0.00011109276,0.00022592241,0.0001570761,0.000061409446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003511798,0.00022374734,0.107165284,0.00023456932,0.000042696007,0.00053782825,0.0009998202,0.0009484134,0.8634955,0.00018224772,0.0006605383,0.02515811],"study_design_scores_gemma":[0.00006343996,0.0011010702,0.93773776,0.000023836066,0.000077663884,0.00022655053,0.0012500886,0.002336834,0.050202243,0.000049928127,0.006908199,0.00002245566],"about_ca_topic_score_codex":0.70531386,"about_ca_topic_score_gemma":0.92038226,"teacher_disagreement_score":0.29468614,"about_ca_system_score_codex":0.003893972,"about_ca_system_score_gemma":0.0031426568,"threshold_uncertainty_score":0.5928432},"labels":[],"label_agreement":null},{"id":"W4414137636","doi":"10.3389/finsc.2025.1638582","title":"Molecular insights into Aedes aegypti (L.) populations and vector surveillance in the urban areas of Jeddah and Jizan, Saudi Arabia","year":2025,"lang":"en","type":"article","venue":"Frontiers in Insect Science","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Education, India","keywords":"Vector (molecular biology); Aedes aegypti; Public health; Vector control; Aedes; Public health surveillance","score_opus":0.009149367869187517,"score_gpt":0.25862076573289633,"score_spread":0.2494713978637088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414137636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99789196,0.0007946962,0.00017279538,0.00012735871,0.000004518498,0.000011328464,0.00036837676,0.0000048644097,0.00062412565],"genre_scores_gemma":[0.99780697,0.00079269195,0.00055972266,0.000060520382,0.000005096869,0.000006421215,0.0004502422,9.946742e-7,0.00031737008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998765,0.000033080327,0.000013814046,0.000021468744,0.000022545359,0.000032547374],"domain_scores_gemma":[0.9998192,0.00001904243,0.000080903126,0.000006745281,0.000056863973,0.00001718802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022510061,0.00024939486,0.00011267762,0.00096665754,0.0002291584,0.00041445752,0.0001576962,0.00019846729,0.0007502646],"category_scores_gemma":[0.00032016027,0.00008754014,0.00011882106,0.0006392289,0.00020446966,0.00021891938,0.00022078436,0.00013792359,0.00016265233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061069695,0.00003865416,0.9568587,0.00010228566,0.00003450158,0.0003606727,0.001208815,0.0003733461,0.012602325,0.00017134247,0.0004854532,0.02770292],"study_design_scores_gemma":[0.000004528159,0.00006149414,0.9911084,0.00003875765,0.000024378422,0.0005782707,0.003797296,0.0006624079,0.001310315,0.00007150554,0.0023366879,0.000005943412],"about_ca_topic_score_codex":0.026735902,"about_ca_topic_score_gemma":0.03163352,"teacher_disagreement_score":0.026735902,"about_ca_system_score_codex":0.00041741825,"about_ca_system_score_gemma":0.00037552236,"threshold_uncertainty_score":0.05316055},"labels":[],"label_agreement":null}]}