{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"2f0a9fde8db8","filters":{"venue":"Entomological Research"}},"results":[{"id":"W1964448912","doi":"10.1111/j.1748-5967.2007.00045.x","title":"Why pest management needs behavioral ecology and vice versa","year":2007,"lang":"en","type":"article","venue":"Entomological Research","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Integrated pest management; Ecology; Exploit; PEST analysis; Biology; Behavioral ecology; Animal behavior; Kairomone; Pest control; Computer science; Predation; Computer security; Zoology","authors":[{"name":"Bernard D. Roitberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06858888030860037,"gpt":0.3550171565126117,"spread":0.2864282762040113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855044,0.0003399516,0.0005356746,0.0004511001,0.0004340364,0.002296361,0.0005805165,0.002563429,0.006611452],"category_scores_gemma":[0.002699742,0.0002158597,0.0003216349,0.000297525,0.002290713,0.003208378,0.0005683744,0.001669341,0.001657411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009849811,"about_ca_system_score_gemma":0.00119441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255392,"about_ca_topic_score_gemma":0.002061784,"domain_scores_codex":[0.999112,0.0002600133,0.00003947991,0.0001909798,0.0002058394,0.0001918105],"domain_scores_gemma":[0.9975857,0.0007667618,0.000374829,0.0001680533,0.0008046841,0.0002999633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000487511,0.0007408021,0.09108739,0.005694221,0.0006076969,0.001749723,0.002350673,0.004610239,0.03367145,0.263937,0.09348172,0.5015816],"study_design_scores_gemma":[0.0001455868,0.0007565764,0.198584,0.00197288,0.0004015513,0.00405472,0.00793316,0.007572585,0.009671611,0.4339796,0.3347536,0.000174243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1299184,0.1112977,0.04149563,0.5595744,0.005097553,0.0001576445,0.0003841728,0.0009761053,0.1510985],"genre_scores_gemma":[0.8311239,0.05469451,0.01430444,0.07535553,0.003117909,0.0001150509,0.0001584556,0.0001314129,0.02099887],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006611452,"threshold_uncertainty_score":0.02211756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1940946994","doi":"10.1111/j.1748-5967.2010.00304.x","title":"Role of stressed mango host conditions in attraction of and colonization by the mango bark beetle<i> Hypocryphalus mangiferae</i> Stebbing (Coleoptera: Curculionidae: Scolytinae) and in the symptom development of quick decline of mango trees in Pakistan","year":2010,"lang":"en","type":"article","venue":"Entomological Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":29,"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":"Curculionidae; Biology; Colonization; Bark beetle; Host (biology); Bark (sound); Attraction; Horticulture; Botany; Outbreak; Weevil; Ecology","authors":[{"name":"Asad Masood","is_ca":false},{"name":"Shafqat Saeed","is_ca":false},{"name":"Nadir Erbilgin","is_ca":true},{"name":"Yong Jung Kwon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0216185706322983,"gpt":0.330079880841302,"spread":0.3084613102090037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000838551,0.0001345045,0.0001201942,0.0001712608,0.0002968419,0.0003468991,0.00005702351,0.0001635447,0.001323703],"category_scores_gemma":[0.0001841965,0.00009015977,0.00009343096,0.0000940481,0.0001625751,0.000163499,0.0001413915,0.0002723205,0.0001149611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101041,"about_ca_system_score_gemma":0.0001563546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004310621,"about_ca_topic_score_gemma":0.01063886,"domain_scores_codex":[0.9999353,0.000009938832,0.000003944405,0.00001647592,0.000007926459,0.00002656806],"domain_scores_gemma":[0.999715,0.00003405916,0.0001067503,0.000006414974,0.00002125724,0.0001164795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005128497,0.0002717879,0.9088264,0.00004346786,0.00002912328,0.000459674,0.0004682633,0.00007552779,0.08679722,0.00003535267,0.0001194538,0.002360987],"study_design_scores_gemma":[0.000001245351,0.00009824426,0.9991986,0.000001536297,0.000002577253,0.00004605577,0.0001842338,0.00004391572,0.0003696668,0.000004436461,0.00004795171,0.000001418742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998055,0.00003164901,0.000005994954,0.000007281765,8.789447e-7,0.000001481442,0.0000292547,4.759837e-7,0.0001175527],"genre_scores_gemma":[0.999863,0.00001683019,0.00001033911,0.000005557021,8.880514e-7,6.466986e-7,0.00002772314,1.469041e-7,0.00007498331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004310621,"threshold_uncertainty_score":0.008571029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766335780","doi":"10.1111/1748-5967.12259","title":"Novel antibacterial peptides induced by probiotics in <scp><i>Hermetia illucens</i></scp> (Diptera: Stratiomyidae) larvae","year":2017,"lang":"en","type":"article","venue":"Entomological Research","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":29,"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":"Ministry of Agriculture, Food and Rural Affairs","keywords":"Hermetia illucens; Microbiology; Biology; Antibacterial activity; Antimicrobial peptides; Bacteria; Antimicrobial; Food science; Larva; Botany","authors":[{"name":"Won Hyung Choi","is_ca":false},{"name":"Hyo‐Jick Choi","is_ca":true},{"name":"Tae Won Goo","is_ca":false},{"name":"Fu‐Shi Quan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1113753509333636,"gpt":0.3474868149598542,"spread":0.2361114640264906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006850565,0.0002968113,0.0001960267,0.0001418159,0.0001100859,0.0002007904,0.00009654137,0.0002002587,0.000569704],"category_scores_gemma":[0.00005932157,0.00007669236,0.0002207286,0.00007916914,0.0001386513,0.000127765,0.0001287077,0.0004156875,0.000110805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722116,"about_ca_system_score_gemma":0.0001113457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000477275,"about_ca_topic_score_gemma":0.0006607758,"domain_scores_codex":[0.9999597,0.000003891021,0.000003812281,0.00001058654,0.00001064853,0.00001137077],"domain_scores_gemma":[0.9999526,0.000005140595,0.0000201441,0.000002359323,0.000007484324,0.00001224267],"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":[0.00003215586,0.000007921967,0.0001332537,0.00001584624,0.000001183828,0.0000194264,0.000003355296,0.00000831314,0.9994333,0.000005474977,0.000006408115,0.0003333011],"study_design_scores_gemma":[0.00002495859,0.001615586,0.04733627,0.00001950017,0.00003503022,0.000394285,0.00007574564,0.0006608243,0.9478325,0.00002983266,0.001965659,0.000009801246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980012,0.0006284312,0.0005499818,0.00003641299,0.00001032737,0.00001976923,0.0002405867,0.00001975783,0.0004935311],"genre_scores_gemma":[0.9953478,0.0004531285,0.00187972,0.00009931278,0.000009263041,0.00002894561,0.0005536207,0.00000990649,0.001618379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000569704,"threshold_uncertainty_score":0.001905859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1507618289","doi":"10.1111/j.1748-5967.2007.00121.x","title":"Spider silk as a resource for future biotechnologies","year":2007,"lang":"en","type":"article","venue":"Entomological Research","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Akademie Věd České Republiky","keywords":"SILK; Spider; Bombyx mori; Biology; Spider silk; Cannibalism; Zoology; Livestock; Insect; Theridiidae; Domestication; Ecology; Predation; Engineering","authors":[{"name":"Alexander Sponner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09909151428860496,"gpt":0.4190638222569883,"spread":0.3199723079683833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355828,0.0005048111,0.0004779711,0.001261632,0.0006455412,0.003185398,0.0005693744,0.001374081,0.009617719],"category_scores_gemma":[0.001029206,0.0002226351,0.0005602511,0.001290838,0.0007675516,0.002788743,0.001646652,0.00168492,0.00544657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008662872,"about_ca_system_score_gemma":0.0009947461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002819529,"about_ca_topic_score_gemma":0.0003765966,"domain_scores_codex":[0.9994175,0.0001374853,0.00003971308,0.0001006978,0.0002198442,0.00008482316],"domain_scores_gemma":[0.999212,0.000175937,0.0001094197,0.0001126663,0.0002127476,0.0001771731],"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":[0.0003564614,0.0002594301,0.004078199,0.003658462,0.0001399918,0.001875556,0.0005887882,0.001437975,0.2685155,0.1523084,0.04573422,0.5210471],"study_design_scores_gemma":[0.0000146984,0.0002613747,0.001698538,0.0005886456,0.00004702482,0.001014604,0.0004093038,0.0004585782,0.03350306,0.03978916,0.9221812,0.00003365083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1107829,0.6037544,0.05175095,0.04076609,0.004576702,0.0001763701,0.002350161,0.001095042,0.1847475],"genre_scores_gemma":[0.4585443,0.3729108,0.08234228,0.007987324,0.002663029,0.0002342962,0.004343461,0.0004470139,0.07052754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009617719,"threshold_uncertainty_score":0.03217447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100069449","doi":"10.1111/j.1748-5967.2011.00400.x","title":"Laval mortality of <i>Protaetia brevitarsis</i> in accordance with the different incubation conditions","year":2011,"lang":"en","type":"article","venue":"Entomological Research","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Larva; Biology; Incubation; Cage; Pupa; Sawdust; Animal science; Relative humidity; Incubation period; Toxicology; Veterinary medicine; Zoology; Ecology; Mathematics; Medicine","authors":[{"name":"Yeonsoon Lee","is_ca":false},{"name":"Min‐Gu Kang","is_ca":false},{"name":"Hyoki Lee","is_ca":false},{"name":"HyunJun Kang","is_ca":false},{"name":"Heeseung Jang","is_ca":false},{"name":"Moonhui Son","is_ca":false},{"name":"Jungmoon Cha","is_ca":false},{"name":"Hyesu Bae","is_ca":false},{"name":"Ohseok Kwon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1168186335793024,"gpt":0.3794579572007946,"spread":0.2626393236214922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001357014,0.0003245565,0.0002692018,0.0004058171,0.000370387,0.0005447517,0.0002587141,0.0003099866,0.001103463],"category_scores_gemma":[0.0002927897,0.0001953997,0.000386897,0.0001866718,0.0002346223,0.0003492619,0.0003577467,0.0005988602,0.0004210648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003605596,"about_ca_system_score_gemma":0.0001416404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960664,"about_ca_topic_score_gemma":0.0033243,"domain_scores_codex":[0.9998153,0.00001996981,0.00002046183,0.00006210403,0.00004121178,0.0000408839],"domain_scores_gemma":[0.9997132,0.00003275019,0.0001201953,0.00002393073,0.00005514304,0.0000546859],"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":[0.0006327265,0.0001210552,0.03071987,0.0001131995,0.00004689649,0.0002424384,0.0001885665,0.0001126208,0.9623142,0.00006964803,0.0002191858,0.005219584],"study_design_scores_gemma":[0.00002952732,0.002567508,0.77144,0.00002680725,0.0001048933,0.0005162212,0.0005899202,0.0008008849,0.2212001,0.00009145336,0.002595041,0.00003763536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977195,0.0005064211,0.0001496902,0.00004413095,0.00001616208,0.000009532891,0.0002758445,0.00002130258,0.001257406],"genre_scores_gemma":[0.9969344,0.0002102139,0.0002360248,0.00006549917,0.000008546782,0.00001760455,0.0005676805,0.00001062847,0.001949325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001960664,"threshold_uncertainty_score":0.003898442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}