{"meta":{"query_hash":"1c1a9aef6be4","filters":{"venue":"Aquatic Insects"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/1c1a9aef6be4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Aquatic+Insects"},"results":[{"id":"W1976359968","doi":"10.1080/01650420500397113","title":"Description of the larva ofPrismopes suturalisSharp (Coleoptera: Dytiscidae, Hydroporinae) with implications for the phylogeny of the Hyphydrini","year":2006,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Synapomorphy; Dytiscidae; Biology; Tribe; Taxon; Seta; Sister group; Cladistics; Clade; Larva; Zoology; Genus; Phylogenetics; Ecology","score_opus":0.020745790340293287,"score_gpt":0.19587460579603383,"score_spread":0.17512881545574055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976359968","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":[0.98256254,0.0012030979,0.0023054946,0.00008807498,0.000028463544,0.00009937027,0.0015514551,0.000058836045,0.012102661],"genre_scores_gemma":[0.9952656,0.00023290014,0.0021925648,0.00004269852,0.000009771584,0.00002336787,0.00089576707,0.00000831115,0.0013291159],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99996877,0.0000048562515,0.0000036912227,0.000007497447,0.000009682738,0.0000055508344],"domain_scores_gemma":[0.99991715,0.000017264654,0.000029916,0.000006388038,0.000011060341,0.00001812795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051752348,0.00018419755,0.00010375166,0.00044214306,0.0001778477,0.00019858843,0.00019779513,0.00015265623,0.0026189873],"category_scores_gemma":[0.00010767178,0.00009979452,0.00014494362,0.00019911742,0.00024996954,0.00016755478,0.0002462575,0.00037973683,0.0005663043],"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":[0.0005448044,0.0001261516,0.2246087,0.00083912624,0.00007515132,0.010065796,0.0011883355,0.0023289344,0.6139953,0.0025924882,0.0022932691,0.14134187],"study_design_scores_gemma":[0.000019872667,0.00046618766,0.9612441,0.00006356986,0.000018602885,0.0073228916,0.00055428006,0.00095408235,0.01222815,0.00017643935,0.016937071,0.000014665279],"about_ca_topic_score_codex":0.0017081626,"about_ca_topic_score_gemma":0.003071558,"teacher_disagreement_score":0.0026189873,"about_ca_system_score_codex":0.0002150189,"about_ca_system_score_gemma":0.00020650103,"threshold_uncertainty_score":0.008761406},"labels":[],"label_agreement":null},{"id":"W2022423289","doi":"10.1080/01650424.2012.718083","title":"Secondary production of Chaoborus ceratopogones (Diptera: Chaoboridae) in Lake Bosumtwi, Ghana","year":2012,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Biology; Instar; Zooplankton; Larva; Pupa; Biomass (ecology); Ecology; Predation; Population","score_opus":0.008213442278270795,"score_gpt":0.2075023158590011,"score_spread":0.19928887358073033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022423289","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":[0.9997651,0.000037778347,0.000011492599,0.000007996727,3.5143543e-7,0.0000015823852,0.000060600767,8.9868763e-7,0.000114233364],"genre_scores_gemma":[0.9996542,0.000054793916,0.00004247123,0.000005485323,9.1001993e-7,0.0000031062175,0.000094422474,7.42345e-7,0.00014381076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999443,0.000009657436,0.000004191034,0.000012433301,0.000010376856,0.000019089419],"domain_scores_gemma":[0.99984264,0.000017584529,0.00007459591,0.0000035365874,0.000022000475,0.0000395329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011592973,0.00020396242,0.00021105625,0.00059502246,0.0003212365,0.0003277255,0.00012339187,0.00014146624,0.0008646552],"category_scores_gemma":[0.00020751197,0.00022447629,0.00010075819,0.00063608453,0.00028234778,0.0002566181,0.0002539907,0.00014032482,0.00014789373],"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":[0.00039795213,0.000062318395,0.9432153,0.00010724856,0.000034253375,0.00086974754,0.0016438533,0.00019827425,0.045639504,0.00005723563,0.0001915188,0.007582815],"study_design_scores_gemma":[0.0000046425594,0.000047388712,0.9990508,0.0000027370081,0.0000041863905,0.000064518135,0.00030168743,0.00012443574,0.00028612567,0.000008036087,0.00010385025,0.0000015994315],"about_ca_topic_score_codex":0.037787504,"about_ca_topic_score_gemma":0.06694083,"teacher_disagreement_score":0.037787504,"about_ca_system_score_codex":0.00071046076,"about_ca_system_score_gemma":0.0002714891,"threshold_uncertainty_score":0.07513511},"labels":[],"label_agreement":null},{"id":"W2035354505","doi":"10.1080/01650424.2011.639306","title":"PropsilocerusKieffer (Diptera: Chironomidae) from the Nearctic","year":2011,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Subfossil; Chironomidae; Nearctic ecozone; Biology; Larva; Taxon; Ecology; Zoology; Genus; Taxonomy (biology); Holocene; Paleontology","score_opus":0.0229548394509217,"score_gpt":0.16733272670139518,"score_spread":0.14437788725047349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035354505","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":[0.91868144,0.023082016,0.0016130795,0.000398737,0.00011443338,0.000053504908,0.00075112376,0.000107077445,0.05519864],"genre_scores_gemma":[0.9788832,0.0104420865,0.0017369079,0.00023994727,0.00007844645,0.000016024296,0.0013172745,0.00001546291,0.007270672],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99991643,0.0000043107552,0.000008641987,0.00001544184,0.00003343364,0.000021678929],"domain_scores_gemma":[0.99981004,0.000015852604,0.00008513824,0.000013160696,0.0000491404,0.000026801285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008557786,0.0003762062,0.00011909579,0.0014633887,0.00086412154,0.00094338687,0.00026938386,0.0001518984,0.0023980767],"category_scores_gemma":[0.00018606178,0.00011497941,0.00018152538,0.0010491876,0.0003648131,0.00048019152,0.0004853605,0.00026774794,0.0007324981],"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":[0.00014768996,0.00004463827,0.36001045,0.0012984113,0.00010945951,0.0043869885,0.0018953343,0.0002911972,0.07296534,0.00083297543,0.0054062097,0.55261135],"study_design_scores_gemma":[0.0000035224868,0.000087571505,0.947115,0.00021770358,0.000061870676,0.0049610483,0.0009980776,0.00009616893,0.0074839443,0.00019019708,0.0387701,0.0000147801165],"about_ca_topic_score_codex":0.04767259,"about_ca_topic_score_gemma":0.23059875,"teacher_disagreement_score":0.04767259,"about_ca_system_score_codex":0.0006205755,"about_ca_system_score_gemma":0.0007936837,"threshold_uncertainty_score":0.09479022},"labels":[],"label_agreement":null},{"id":"W2043864769","doi":"10.1076/0165-0424(200001)22:1;1-z;ft019","title":"Egg Development in the Stonefly Pteronarcys californica Newport (Plecoptera: Pteronarcyidae)","year":2000,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"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":"Directorate for Biological Sciences; University of California, Santa Cruz","keywords":"Biology; Hatching; Diapause; Larva; Animal science; Population; Ecology; Zoology","score_opus":0.011074145661758109,"score_gpt":0.1923470313686286,"score_spread":0.1812728857068705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043864769","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":[0.99922013,0.00014565501,0.000036387406,0.000007040169,0.000001510947,0.0000033986712,0.00007925949,0.000004267628,0.00050236983],"genre_scores_gemma":[0.99872226,0.00011563897,0.00017681318,0.000017652785,0.0000013297644,0.000005591602,0.00027430346,0.000002259345,0.00068406656],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99995065,0.000006402267,0.000004221479,0.000015152135,0.000014069316,0.000009506366],"domain_scores_gemma":[0.9997954,0.000039703165,0.000074095464,0.000009617481,0.00004348741,0.000037686976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009671644,0.00014670745,0.00010789265,0.00027475445,0.00025215762,0.00022922919,0.0001562889,0.00017764143,0.00084787514],"category_scores_gemma":[0.00014085099,0.0001640149,0.00014285106,0.00009049674,0.00018816719,0.00019075605,0.00018448247,0.00017249818,0.00013534966],"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":[0.0005366898,0.00010101183,0.21445595,0.00016459115,0.000050460443,0.0011924888,0.00045685246,0.0004380247,0.77179277,0.000083556435,0.00038507392,0.0103426],"study_design_scores_gemma":[0.000012057378,0.00062354276,0.9715603,0.000010180546,0.00001795761,0.0004760123,0.00018837095,0.000249795,0.026009008,0.000014243149,0.00083257386,0.0000059667573],"about_ca_topic_score_codex":0.014223301,"about_ca_topic_score_gemma":0.04103563,"teacher_disagreement_score":0.014223301,"about_ca_system_score_codex":0.00047928328,"about_ca_system_score_gemma":0.00019631175,"threshold_uncertainty_score":0.028281033},"labels":[],"label_agreement":null},{"id":"W2057918840","doi":"10.1076/aqin.25.1.63.14017","title":"The Larva of Matus leechi Young (Coleoptera: Adephaga: Dytiscidae): Implications for the Larval Ground Plan of the Genus Matus Aubé","year":2003,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Insect Utilization and Effects","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":"Laurentian University","funders":"","keywords":"Dytiscidae; Biology; Appendage; Seta; Genus; Larva; Instar; Anatomy; Subgenus; Zoology; Botany","score_opus":0.022557935781208575,"score_gpt":0.22327203572995105,"score_spread":0.20071409994874248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057918840","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":[0.9954667,0.0011305363,0.00018755859,0.000035908328,0.0000088609195,0.000016936838,0.00021840935,0.000016081267,0.0029189328],"genre_scores_gemma":[0.9969009,0.0006105389,0.00058403105,0.000050208266,0.000008861609,0.000018143523,0.00033379465,0.0000039514953,0.001489537],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99997723,0.0000041870007,0.0000019173838,0.00000476528,0.000004084338,0.00000787508],"domain_scores_gemma":[0.99990034,0.000017651002,0.000037863505,0.0000045999655,0.000012989106,0.000026463782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037345988,0.00019614356,0.00009198126,0.00026447023,0.00024631433,0.00017106907,0.000090673646,0.00015604052,0.0014025925],"category_scores_gemma":[0.000117237076,0.000080698395,0.000080249,0.00009616392,0.00017273703,0.00016578472,0.00021195103,0.00016712923,0.0004485997],"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":[0.00048889563,0.00008169588,0.28438836,0.0004730856,0.000021943484,0.0014761455,0.0007977113,0.0002186,0.6493171,0.00053152815,0.00081973756,0.061385173],"study_design_scores_gemma":[0.0000057149814,0.000746664,0.9774106,0.000034193425,0.000011859527,0.0019055726,0.000510892,0.0002552288,0.014814617,0.00005468832,0.004242195,0.00000768905],"about_ca_topic_score_codex":0.0016842737,"about_ca_topic_score_gemma":0.00538155,"teacher_disagreement_score":0.0016842737,"about_ca_system_score_codex":0.00022030997,"about_ca_system_score_gemma":0.00012576563,"threshold_uncertainty_score":0.0046921372},"labels":[],"label_agreement":null},{"id":"W2087626766","doi":"10.1080/01650424.2011.639305","title":"A new species ofAcentrellaBengtsson (Ephemeroptera: Baetidae) from New York and New England (USA), redescription of the nymph ofA. parvula(McDunnough), and key to known adult males ofNearctic Acentrella","year":2011,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":3,"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":"Baetidae; Nymph; Mayfly; Biology; Nearctic ecozone; Zoology; Seta; Imago; Ecology; Taxonomy (biology); Key (lock); Range (aeronautics); Genus; Larva","score_opus":0.02669097841985234,"score_gpt":0.17512680820161375,"score_spread":0.1484358297817614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087626766","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":[0.89152485,0.013233045,0.0028682663,0.0006518209,0.000647652,0.00052726746,0.0018166031,0.000516333,0.08821417],"genre_scores_gemma":[0.94752145,0.008888736,0.009183411,0.0008708795,0.00040543382,0.0002566812,0.0047989567,0.00006705885,0.028007502],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99988556,0.000008004901,0.000014118317,0.00004622521,0.000031151532,0.00001502364],"domain_scores_gemma":[0.9998313,0.000019316656,0.000071706534,0.000013121936,0.000026446438,0.000038049144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078783465,0.00064146344,0.00022405654,0.0013153746,0.0011402799,0.0005387792,0.000566296,0.0003779889,0.0073607545],"category_scores_gemma":[0.00017313506,0.00026486843,0.00015399497,0.0006220888,0.00057831657,0.000896583,0.0005272165,0.00063631916,0.0018147841],"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":[0.0007402421,0.00033795217,0.19265231,0.0010523836,0.00011195047,0.009623107,0.013603695,0.0003111126,0.14534108,0.0022376303,0.01951822,0.6144703],"study_design_scores_gemma":[0.00004321272,0.00050488015,0.78978515,0.00022809378,0.00009395186,0.010090995,0.0037572195,0.00026783263,0.0024274888,0.00021836192,0.19254176,0.000041085492],"about_ca_topic_score_codex":0.027707955,"about_ca_topic_score_gemma":0.09787096,"teacher_disagreement_score":0.027707955,"about_ca_system_score_codex":0.00069704064,"about_ca_system_score_gemma":0.0003447352,"threshold_uncertainty_score":0.055093348},"labels":[],"label_agreement":null},{"id":"W2101073249","doi":"10.1080/01650420802336975","title":"Attachment site and infestation parameters of parasitic water mites on the whirligig beetle Dineutus nigrior Roberts (Coleoptera: Gyrinidae)","year":2008,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Study of Mite Species","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Parasitism; Mite; Infestation; Acari; Host (biology); Larva; Ecology; Zoology; Range (aeronautics); Botany","score_opus":0.02823439459205629,"score_gpt":0.21145569596316502,"score_spread":0.18322130137110873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101073249","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":[0.9998683,0.000015928923,0.000012314237,8.549136e-7,2.0287685e-7,0.000001166553,0.000029585315,5.3636546e-7,0.00007108494],"genre_scores_gemma":[0.99956435,0.000022766293,0.000087179214,0.000004348095,7.497785e-7,0.0000026704631,0.00012433194,8.371678e-7,0.00019283647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99989665,0.000020644264,0.000009560575,0.0000312798,0.000023204728,0.000018674584],"domain_scores_gemma":[0.99941075,0.00008372747,0.00032743078,0.00003069558,0.000051223178,0.000096177006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018950227,0.00021230054,0.00015729431,0.00051573175,0.00017382535,0.00025033136,0.00012414827,0.0001950382,0.0009504732],"category_scores_gemma":[0.000616385,0.0002171072,0.00017433708,0.00020780959,0.00016452333,0.00024073146,0.00021017388,0.00020417433,0.00023089166],"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":[0.00029318186,0.00015855921,0.9316666,0.000027410462,0.0000734501,0.00018812355,0.00047260732,0.000121999896,0.06325737,0.000018845672,0.000065002474,0.0036569491],"study_design_scores_gemma":[9.253448e-7,0.00008475027,0.99921775,0.0000010029246,0.0000048842785,0.000090923415,0.000047767913,0.000056965684,0.0004647057,0.0000019772378,0.00002691898,0.0000013635545],"about_ca_topic_score_codex":0.0021260798,"about_ca_topic_score_gemma":0.0059631513,"teacher_disagreement_score":0.0021260798,"about_ca_system_score_codex":0.00012691408,"about_ca_system_score_gemma":0.00004593386,"threshold_uncertainty_score":0.0042274594},"labels":[],"label_agreement":null},{"id":"W2153078068","doi":"10.1080/0165-0420400000320","title":"Effect of Sex and Age on the Supercooling Point of the Winter-Active Diamesa mendotae Muttkowski (Diptera: Chironomidae)","year":2004,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":19,"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":"University of Minnesota","keywords":"Biology; Chironomidae; Larva; Supercooling; Ecology; Zoology","score_opus":0.008503084019327053,"score_gpt":0.20293899300097473,"score_spread":0.19443590898164767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153078068","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":[0.99884844,0.00027276267,0.000035056182,0.0000145704225,0.000015590187,0.000007549217,0.00024306585,0.0000049134514,0.0005580058],"genre_scores_gemma":[0.99772567,0.00012789843,0.00008387168,0.000037109876,0.000008015324,0.00001798788,0.00028449262,0.0000065778386,0.0017083825],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982184,0.000025251042,0.000015441969,0.00007181179,0.00002864149,0.00003705721],"domain_scores_gemma":[0.9988772,0.00040955632,0.00023957061,0.000055085526,0.00011043894,0.00030820907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001612002,0.0003854568,0.00036962752,0.00032356416,0.00020296566,0.00052133854,0.00022664778,0.00018081538,0.0029958312],"category_scores_gemma":[0.00080805976,0.00020438252,0.0003017339,0.00018180322,0.00021645818,0.00034116753,0.0002684301,0.0003719032,0.00044242106],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019349348,0.0011122471,0.52135104,0.00023963852,0.00032966203,0.00066388806,0.00078847905,0.0002525638,0.42325965,0.000093412345,0.00060063635,0.031959392],"study_design_scores_gemma":[0.000020310013,0.0018063532,0.98938155,0.0000070337014,0.00007216205,0.000091903705,0.00019723353,0.00015534204,0.0073941527,0.000019894384,0.00084239006,0.000011833368],"about_ca_topic_score_codex":0.0027561907,"about_ca_topic_score_gemma":0.005695234,"teacher_disagreement_score":0.0029958312,"about_ca_system_score_codex":0.00022586147,"about_ca_system_score_gemma":0.0001459064,"threshold_uncertainty_score":0.010021985},"labels":[],"label_agreement":null},{"id":"W2947502957","doi":"10.1080/01650424.2019.1601229","title":"Hydrotrupes chinensisNilsson, 2003 (Coleoptera: Dytiscidae): new records, (re)description of adult and larva, and notes on its biology","year":2019,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Agencia Nacional de Promoción Científica y Tecnológica; Universidad de Buenos Aires","keywords":"Dytiscidae; Biology; Seta; Holotype; Larva; Instar; Type locality; Zoology; Ecology; Taxonomy (biology); Genus","score_opus":0.02563790961065389,"score_gpt":0.2172410272509347,"score_spread":0.19160311764028082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947502957","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":[0.42806578,0.3575642,0.0018879176,0.005959188,0.0034555753,0.0003955366,0.015381305,0.00076235423,0.18652819],"genre_scores_gemma":[0.8085867,0.12086784,0.002888212,0.0033960193,0.0016132499,0.00018293707,0.016923796,0.00009704565,0.045444075],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99986887,0.000007162451,0.000015438072,0.000029696483,0.00005747082,0.00002129552],"domain_scores_gemma":[0.9998785,0.000009513488,0.00004825583,0.000010344566,0.000032893844,0.000020442103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015080305,0.0007707348,0.00026316682,0.0016353491,0.00069324067,0.00045676873,0.0005650123,0.0002877034,0.009116259],"category_scores_gemma":[0.00021474967,0.00013495931,0.0002560411,0.001641361,0.0005852269,0.00057082257,0.0009324698,0.00033904117,0.0016434143],"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":[0.00017871123,0.000031467785,0.106247835,0.0035497325,0.00012693425,0.0017411374,0.0042570108,0.00014360917,0.018727817,0.0016967708,0.116047025,0.74725205],"study_design_scores_gemma":[0.000017853288,0.00010689869,0.42536506,0.00083603297,0.00006638003,0.0043170694,0.0022927162,0.00016565369,0.0021493854,0.0003816981,0.56425,0.000051189054],"about_ca_topic_score_codex":0.04864114,"about_ca_topic_score_gemma":0.12379417,"teacher_disagreement_score":0.04864114,"about_ca_system_score_codex":0.00083179004,"about_ca_system_score_gemma":0.0010862905,"threshold_uncertainty_score":0.09671605},"labels":[],"label_agreement":null},{"id":"W4224593763","doi":"10.1080/01650424.2022.2050261","title":"New knowledge on the family Chironomidae (Diptera) from Far Northern Ontario, Canada, with a description of new species and new faunistic records","year":2022,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Chironomidae; Nearctic ecozone; Holarctic; Christian ministry; Zoology; Biology; Taxonomy (biology); Archaeology; Ecology; Geography; Larva; Genus; Philosophy; Theology","score_opus":0.024982107527284372,"score_gpt":0.16374494189070649,"score_spread":0.13876283436342213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224593763","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":[0.28442666,0.47359595,0.003565856,0.0054804175,0.0007066717,0.00031572502,0.05997651,0.00031447402,0.17161785],"genre_scores_gemma":[0.5655613,0.32370892,0.010558651,0.0032037785,0.00035437493,0.00025751602,0.039517727,0.0001241618,0.056713603],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99929774,0.000018539557,0.00006170759,0.00014127608,0.00035702635,0.00012367127],"domain_scores_gemma":[0.99888426,0.00011322196,0.00020996625,0.00005896913,0.00057971716,0.00015398863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044884454,0.00067928364,0.0005126152,0.009890833,0.003693383,0.001955344,0.0009787341,0.00041819247,0.009198121],"category_scores_gemma":[0.0012278915,0.0003900487,0.0003725878,0.018239303,0.0016607321,0.00161946,0.0010631836,0.00065326935,0.0014416394],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015919197,0.00005446957,0.19124955,0.007196188,0.00015237664,0.0027674793,0.022077594,0.00042750943,0.005949651,0.0025659264,0.060946014,0.7064541],"study_design_scores_gemma":[0.0000069358834,0.000021405876,0.53404754,0.0023463839,0.00013311171,0.0015405536,0.006201848,0.0000940958,0.00032320875,0.00039092638,0.45484215,0.000051854193],"about_ca_topic_score_codex":0.9846261,"about_ca_topic_score_gemma":0.996552,"teacher_disagreement_score":0.017165652,"about_ca_system_score_codex":0.017165652,"about_ca_system_score_gemma":0.031522736,"threshold_uncertainty_score":0.12454611},"labels":[],"label_agreement":null},{"id":"W4386167423","doi":"10.1080/01650424.2023.2245802","title":"Description of the first- and third-instar larvae of Hydrocanthus levigatus (Brullé, 1837) (Coleoptera: Noteridae)","year":2023,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Coleoptera Taxonomy and Distribution","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":"Laurentian University","funders":"Secretaría de Ciencia y Técnica, Universidad de Buenos Aires; Agencia Nacional de Promoción Científica y Tecnológica; Universidad de Buenos Aires; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Instar; Biology; Seta; Appendage; Larva; Zoology; Anatomy; Botany; Genus","score_opus":0.022350132484724724,"score_gpt":0.19430273503896317,"score_spread":0.17195260255423844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386167423","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":[0.9011015,0.015618421,0.0035844976,0.0005453697,0.00051648327,0.00083436904,0.009931343,0.00050555717,0.06736245],"genre_scores_gemma":[0.9712341,0.0034222517,0.0071929153,0.00028131527,0.000091323505,0.00015578908,0.008098057,0.000046916648,0.009477334],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9999095,0.00000689402,0.00001558429,0.000015985235,0.000028598692,0.000023313964],"domain_scores_gemma":[0.99980634,0.000012306642,0.000074099655,0.0000147351775,0.0000505783,0.000041940242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007632829,0.00045879348,0.00022784226,0.0020114933,0.0006026533,0.00043902983,0.0005367282,0.00033853296,0.0031733946],"category_scores_gemma":[0.00017037494,0.00023006891,0.00037916182,0.00049592764,0.00034403766,0.00041803246,0.00033277684,0.0004778158,0.001620957],"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":[0.0010472061,0.0004473285,0.32269377,0.001593531,0.00015242666,0.0058508427,0.0019222788,0.001029841,0.31604272,0.0018383282,0.016877681,0.33050394],"study_design_scores_gemma":[0.0000211223,0.00073074026,0.91189325,0.00016852496,0.00004300537,0.005566293,0.0005493841,0.0002697033,0.010672626,0.0001294232,0.06991239,0.000043536045],"about_ca_topic_score_codex":0.016122853,"about_ca_topic_score_gemma":0.03416997,"teacher_disagreement_score":0.016122853,"about_ca_system_score_codex":0.00063713663,"about_ca_system_score_gemma":0.00045936368,"threshold_uncertainty_score":0.032058},"labels":[],"label_agreement":null},{"id":"W4407325553","doi":"10.1080/01650424.2024.2443443","title":"The hypopagea: an unexplored habitat for winter-active insects","year":2025,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University; St. Francis Xavier University","funders":"","keywords":"Biology; Habitat; Ecology","score_opus":0.02954203947142482,"score_gpt":0.2737765287169174,"score_spread":0.24423448924549257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407325553","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":[0.9984926,0.00018772203,0.00007922164,0.00001752194,0.0000019814734,0.000005040739,0.00021158574,0.0000033845663,0.0010009527],"genre_scores_gemma":[0.9993948,0.0001373405,0.00012252477,0.000012871106,0.000002098369,0.000002466569,0.00012295143,9.674545e-7,0.00020390331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999318,0.0000057912425,0.0000030923704,0.000014895491,0.000017531622,0.00002690499],"domain_scores_gemma":[0.9997757,0.000020541713,0.00009301325,0.000009557559,0.00004171478,0.000059549606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010208303,0.00012943185,0.00013977422,0.0006461799,0.0006498961,0.0004911967,0.00017595667,0.00009586481,0.0006550018],"category_scores_gemma":[0.00016009256,0.0001059183,0.00007861094,0.00048480567,0.0005447725,0.00024324514,0.0004251131,0.00015187872,0.00007859287],"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":[0.00012353639,0.000021670632,0.9595588,0.00008099906,0.000023872823,0.00052139437,0.0018634705,0.00014469572,0.025130333,0.00007715175,0.00037596156,0.012078048],"study_design_scores_gemma":[5.36693e-7,0.000012920235,0.9988086,0.000008022057,0.0000020713994,0.000100041,0.0005846023,0.000035542624,0.00009871653,0.000006922203,0.00034074974,0.0000012154413],"about_ca_topic_score_codex":0.17138952,"about_ca_topic_score_gemma":0.5652908,"teacher_disagreement_score":0.17138952,"about_ca_system_score_codex":0.000906349,"about_ca_system_score_gemma":0.00076232664,"threshold_uncertainty_score":0.34078383},"labels":[],"label_agreement":null},{"id":"W4412006984","doi":"10.1080/01650424.2025.2520776","title":"Contribution to the knowledge of the caddisfly fauna of Iran with the description of a new species of Hydropsyche Pictet, 1834 (Trichoptera: Hydropsychidae) from Alvand Mountain","year":2025,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","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":"Trent University","funders":"","keywords":"Hydropsychidae; Caddisfly; Biology; Fauna; Ecology; Larva","score_opus":0.011830359394542864,"score_gpt":0.2260479256411054,"score_spread":0.21421756624656255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412006984","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":[0.79644847,0.1344081,0.008647072,0.0031298434,0.0009733459,0.00013639465,0.004867173,0.00033225518,0.051057264],"genre_scores_gemma":[0.9418344,0.032016087,0.015762538,0.0010641052,0.0016485719,0.000055294335,0.0046471693,0.000026862655,0.0029450094],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997663,0.000029581226,0.000024096797,0.00007642406,0.00007628499,0.000027323274],"domain_scores_gemma":[0.9994072,0.00008410988,0.00015489144,0.000058322807,0.00023429903,0.00006118207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042785896,0.00038688924,0.0003896241,0.0029614093,0.000589354,0.0008485528,0.00056635804,0.00031768257,0.0054715495],"category_scores_gemma":[0.0007990242,0.00015392933,0.00024989113,0.002002772,0.0005772912,0.001553156,0.0010685475,0.00058170594,0.0006583159],"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":[0.00012654866,0.0001028643,0.26120472,0.0023340872,0.00012983503,0.0010822011,0.0026610456,0.00042743876,0.010943878,0.0016060682,0.0059252586,0.71345603],"study_design_scores_gemma":[0.0000219042,0.00012272989,0.77322453,0.0007718448,0.00023052756,0.003611258,0.0045361137,0.0007956326,0.0014806021,0.0028344858,0.21230225,0.00006812686],"about_ca_topic_score_codex":0.009323071,"about_ca_topic_score_gemma":0.01341764,"teacher_disagreement_score":0.009323071,"about_ca_system_score_codex":0.00044705012,"about_ca_system_score_gemma":0.0010343913,"threshold_uncertainty_score":0.018537581},"labels":[],"label_agreement":null},{"id":"W4416723132","doi":"10.1080/01650424.2025.2586102","title":"If you build it, will they come? Macroinvertebrate community recovery patterns in ‘successful’ agricultural restoration efforts","year":2025,"lang":"en","type":"article","venue":"Aquatic Insects","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Restoration ecology; Agriculture; Invertebrate; Dam removal","score_opus":0.009805939344331533,"score_gpt":0.21185646131247482,"score_spread":0.2020505219681433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416723132","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":[0.9987417,0.000058051926,0.00009886877,0.0001585562,0.0000028299278,0.0000048792517,0.00011397265,0.0000034893594,0.00081758783],"genre_scores_gemma":[0.99865484,0.00007406042,0.00018180064,0.00006843006,0.0000040904397,0.000009623638,0.00020158953,0.0000032111623,0.0008024465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99956673,0.000100951336,0.000026626536,0.0001188503,0.00008386714,0.00010294753],"domain_scores_gemma":[0.9987488,0.00013542455,0.00062989653,0.00008891843,0.00016461241,0.00023222309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083042163,0.000060158844,0.00010648216,0.00045046714,0.00048657996,0.00052781164,0.0002787941,0.00033506093,0.0021748699],"category_scores_gemma":[0.00245122,0.00009180557,0.000099193574,0.00042514515,0.0006669143,0.0009279833,0.00071389397,0.0003583577,0.0004817914],"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":[0.00014762182,0.0001140819,0.9573124,0.00001790494,0.000028426792,0.00007625374,0.0029752862,0.00013733988,0.0006333379,0.00019414148,0.0014101381,0.036953066],"study_design_scores_gemma":[0.000002122675,0.00005674701,0.99571425,0.000010566555,0.000003924343,0.00004541263,0.0027731822,0.00012793393,0.00011169029,0.00006749287,0.001083468,0.0000032127207],"about_ca_topic_score_codex":0.014398662,"about_ca_topic_score_gemma":0.06395397,"teacher_disagreement_score":0.014398662,"about_ca_system_score_codex":0.0004175175,"about_ca_system_score_gemma":0.000334696,"threshold_uncertainty_score":0.02862972},"labels":[],"label_agreement":null}]}