{"meta":{"query_hash":"f8d41622b5dc","filters":{"venue":"BIO Web of Conferences"},"cohort_total":64,"direct_labels_cover":2,"predictions_cover":64,"exported":64,"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/f8d41622b5dc","api":"https://metacan.xera.ac/api/v1/cohort?venue=BIO+Web+of+Conferences"},"results":[{"id":"W2101162750","doi":"10.1051/bioconf/20110100034","title":"What Observation of Motor Skills Does and Does Not Teach Us","year":2011,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Action Observation and Synchronization","field":"Psychology","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":"University of British Columbia","funders":"","keywords":"Virtual machine; Psychology; Motor skill; Cognitive psychology; Computer science; Motor learning; Human–computer interaction; Developmental psychology; Neuroscience","score_opus":0.05869286954005031,"score_gpt":0.29591576061789737,"score_spread":0.23722289107784705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101162750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99166274,0.000080971826,0.00033095904,0.00029840838,0.0011513788,0.00015509292,0.000015453264,0.000027621436,0.0062773875],"genre_scores_gemma":[0.9958798,0.0002935598,0.0003425042,0.00012630597,0.00004799394,0.000011278981,0.000017911261,0.0000057061316,0.0032749337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991833,0.000076297154,0.00033940308,0.00017187772,0.00013816892,0.00009093718],"domain_scores_gemma":[0.9992168,0.00007013333,0.00029437747,0.0001644937,0.00021980297,0.0000343841],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017924893,0.000091421956,0.0001777925,0.000090825444,0.00003418645,0.000023972856,0.00010900719,0.000114864786,0.002637303],"category_scores_gemma":[0.00005578119,0.00005767544,0.000031446263,0.00009354609,0.0001486176,0.00034119052,0.000017142554,0.000047691698,0.000011108845],"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":[0.00005155112,0.0001358646,0.9434959,0.000028647944,0.0000389445,2.590994e-7,0.0021977106,9.0762654e-8,0.004274677,0.035570655,0.0001223663,0.014083287],"study_design_scores_gemma":[0.00032227792,0.000108935,0.96976936,0.00003809618,0.000017536584,5.1759486e-7,0.0023766526,0.0000787796,0.020361058,0.0006984649,0.0061407457,0.000087589484],"about_ca_topic_score_codex":0.00033739116,"about_ca_topic_score_gemma":0.00017725574,"teacher_disagreement_score":0.03487219,"about_ca_system_score_codex":0.000006285028,"about_ca_system_score_gemma":0.000094283445,"threshold_uncertainty_score":0.99827445},"labels":[],"label_agreement":null},{"id":"W2124703202","doi":"10.1051/bioconf/20110100012","title":"Using virtual humans and computer animations to learn complex motor skills: a case study in karate","year":2011,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Human Motion and Animation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Computer science; Task (project management); Perception; Motor skill; Gesture; Human–computer interaction; Motor learning; Virtual reality; Virtual machine; Instructional simulation; Cognition; Virtual learning environment; Multimedia; Artificial intelligence; Psychology; Engineering","score_opus":0.1223412248568385,"score_gpt":0.30113746652361484,"score_spread":0.17879624166677632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124703202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941469,0.00000682981,0.0041133645,0.0000036412719,0.000049309405,0.00019371405,0.000005763089,0.000043561096,0.0014369317],"genre_scores_gemma":[0.99869436,0.0000027890217,0.0012449882,0.000009684785,0.000020233823,0.000004662146,0.0000016083933,0.000005605564,0.000016049093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954253,0.000030549247,0.00019054818,0.000092800234,0.00006134343,0.000082221304],"domain_scores_gemma":[0.9998227,0.000013894576,0.0000254542,0.00006244192,0.00003606395,0.000039455506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081703954,0.000076587334,0.00012502704,0.00015668072,0.00003932836,0.000028719309,0.00005005055,0.000023917082,0.00018706237],"category_scores_gemma":[0.0000043167506,0.00007431425,0.000012561643,0.00008610914,0.00002886472,0.000084709915,0.000019051437,0.00004229612,0.000009269715],"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":[0.000053852553,0.001832844,0.7578136,0.0002581134,0.0002243928,0.00036416773,0.12580754,0.0051245755,0.035021763,0.036209516,0.00038861355,0.03690106],"study_design_scores_gemma":[0.00058010145,0.0004923357,0.7729099,0.00006223147,0.000015097026,0.000025901589,0.006818139,0.21834311,0.00021360554,0.000057907626,0.00027383672,0.00020786129],"about_ca_topic_score_codex":0.00017533857,"about_ca_topic_score_gemma":0.0012654042,"teacher_disagreement_score":0.21321853,"about_ca_system_score_codex":0.0000097895845,"about_ca_system_score_gemma":0.000026929007,"threshold_uncertainty_score":0.30304474},"labels":[],"label_agreement":null},{"id":"W2129759519","doi":"10.1051/bioconf/20150400002","title":"Chemical evolution and life","year":2015,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Darwinism; Nothing; Living matter; Epistemology; Living systems; Chemical evolution; Abiogenesis; Natural selection; Transition (genetics); Biological evolution; Selection (genetic algorithm); Philosophy; Biology; Computer science; Ecology; Artificial intelligence; Astrobiology","score_opus":0.030865161271956695,"score_gpt":0.2574309139523105,"score_spread":0.22656575268035378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129759519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9367293,0.00014496016,0.0006711828,0.00030773965,0.00011312148,0.000034969227,0.000015349384,0.000011685129,0.061971672],"genre_scores_gemma":[0.99954915,0.000002104625,0.00011426004,0.000009612765,0.00019552629,0.0000022211855,0.000006491726,0.0000019180516,0.0001187098],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962586,0.000010149012,0.000108701344,0.000083257124,0.00009339945,0.00007862374],"domain_scores_gemma":[0.9996957,0.0000116138635,0.000052014355,0.00005927255,0.000071227594,0.00011013366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068262234,0.00005364206,0.00009938735,0.000024558562,0.000015558207,0.000013949949,0.000054015552,0.000021602593,0.0001713706],"category_scores_gemma":[0.000008876178,0.00004420814,0.000021476431,0.000043072047,0.00008616149,0.000057891823,0.00002182632,0.000032376858,0.000011156054],"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":[0.000009362816,0.000032188054,0.6490298,0.0000034967193,0.00001565922,3.8968082e-8,0.000034990342,6.345378e-7,0.00045588033,0.3447065,0.0043676626,0.0013437612],"study_design_scores_gemma":[0.0037382531,0.00034625476,0.2721012,0.000114469476,0.00010394485,0.0000015652919,0.0058482313,0.004629718,0.019823976,0.0691974,0.623248,0.0008469857],"about_ca_topic_score_codex":0.00015611676,"about_ca_topic_score_gemma":0.0000014355396,"teacher_disagreement_score":0.61888033,"about_ca_system_score_codex":0.000004738325,"about_ca_system_score_gemma":0.0005427287,"threshold_uncertainty_score":0.18763879},"labels":[],"label_agreement":null},{"id":"W2309937829","doi":"10.1051/bioconf/20160603003","title":"The active electric sense of weakly electric fish: from electric organ discharge to sensory processing and behaviour","year":2016,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Fish biology, ecology, and behavior","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":false,"ca_institutions":"McGill University","funders":"","keywords":"Electric fish; Sensory system; Electroreception; Hindbrain; Context (archaeology); Courtship; Electric organ; Computer science; Sensory processing; Representation (politics); Neuroscience; Filter (signal processing); Communication; Fish <Actinopterygii>; Biology; Computer vision; Ecology; Psychology; Paleontology; Fishery","score_opus":0.015732237298782085,"score_gpt":0.2398579551104102,"score_spread":0.2241257178116281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309937829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973362,0.00014429541,0.000021032274,0.0009884214,0.000076212746,0.0002953026,0.000037923037,0.00002407452,0.001076525],"genre_scores_gemma":[0.9991524,0.0003336027,0.00005353974,0.00007979641,0.000035819652,0.000021201682,0.0000025923855,0.000010375207,0.00031066302],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985009,0.00013504337,0.00033146684,0.0004015753,0.00021334026,0.00041770493],"domain_scores_gemma":[0.99907064,0.00030815272,0.0002659219,0.00019711292,0.000049886487,0.00010827296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023780741,0.00019368797,0.000295012,0.00010142347,0.00017415726,0.00002401776,0.0002599078,0.000153457,0.0003151643],"category_scores_gemma":[0.00015019946,0.0001085877,0.000048425863,0.0004884712,0.00028818357,0.00012380817,0.00009842143,0.00012154863,0.000030960073],"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":[0.000054722546,0.000057172598,0.37292734,0.0000020902153,0.000008769389,0.0000011148395,0.0000516722,3.0350062e-8,0.587484,0.000028640396,0.00021284756,0.039171584],"study_design_scores_gemma":[0.00019387143,0.00036253987,0.7306305,0.000013570645,0.00004120546,0.0000047593376,0.000105638646,0.000018812541,0.2676077,0.0001181455,0.00076727814,0.00013601534],"about_ca_topic_score_codex":0.00031640747,"about_ca_topic_score_gemma":0.0011026268,"teacher_disagreement_score":0.35770315,"about_ca_system_score_codex":0.00006432463,"about_ca_system_score_gemma":0.00023036325,"threshold_uncertainty_score":0.4428078},"labels":[],"label_agreement":null},{"id":"W2540359907","doi":"10.1051/bioconf/20160703027","title":"Grape and wine culture in Georgia, the South Caucasus","year":2016,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":24,"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 Toronto","funders":"","keywords":"Georgian; Wine; Winemaking; Oenology; Viticulture; Domestication; Geography; Agency (philosophy); Liminality; Archaeology; Sociology; Social science; Art; Ecology; Biology; Visual arts","score_opus":0.04006654500253787,"score_gpt":0.258219563501429,"score_spread":0.21815301849889113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540359907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875666,0.00039228995,1.4997138e-7,0.009844755,0.000037021,0.00014899524,0.00002855818,0.00001526648,0.0019663484],"genre_scores_gemma":[0.9980215,0.00037592617,0.0000040460154,0.000055451263,0.00011439977,0.000011336993,0.000006287738,3.35767e-7,0.0014107404],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99904925,0.000076288066,0.00019248229,0.00020199259,0.0002287818,0.00025120578],"domain_scores_gemma":[0.99948794,0.00021827934,0.00006200114,0.00004208414,0.000111574205,0.00007810874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018847558,0.00011769966,0.00016506108,0.000010081495,0.00009619175,0.00004665522,0.00024840294,0.00007625258,0.0004162707],"category_scores_gemma":[0.00015010453,0.000021274052,0.0000493066,0.00023420271,0.0003186889,0.00009947184,0.000075534044,0.000079119636,0.000017936001],"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":[0.00005723604,0.000048032907,0.27890062,0.000011069276,0.000018559589,0.0000048837046,0.00067855767,4.6042828e-8,0.5980887,0.004102241,0.00069687027,0.11739321],"study_design_scores_gemma":[0.00021450206,0.0002536532,0.9394279,0.00009249467,0.0000071529657,0.0000050855797,0.0019787247,0.0000059485624,0.011799853,0.00067518844,0.045399603,0.00013990594],"about_ca_topic_score_codex":0.000267627,"about_ca_topic_score_gemma":0.0013151275,"teacher_disagreement_score":0.6605272,"about_ca_system_score_codex":0.000008755154,"about_ca_system_score_gemma":0.000045416942,"threshold_uncertainty_score":0.4557872},"labels":[],"label_agreement":null},{"id":"W2725153201","doi":"10.1051/bioconf/20170902004","title":"The effect of inactivated yeast-based products on the process of wine aging, phenolic compounds and sensory characteristics of red wine Prokupac","year":2017,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":2,"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":"Wine; Food science; Wine color; Organoleptic; White Wine; Aging of wine; Chemistry; Sugar; Polyphenol; Sensory analysis; Antioxidant; Biochemistry","score_opus":0.02680277332204226,"score_gpt":0.26027949116983157,"score_spread":0.2334767178477893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725153201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99488467,0.000016246078,9.513833e-8,0.0040339087,0.000028285789,0.00021515225,0.00004034624,0.000005367735,0.0007759482],"genre_scores_gemma":[0.99980426,0.000016393009,0.0000018509389,0.000013625902,0.000049097987,0.000004905988,0.000015659623,5.870785e-7,0.000093636205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999183,0.00014850611,0.00025580896,0.00012789173,0.00019927077,0.000085511856],"domain_scores_gemma":[0.9986867,0.00029765491,0.00064002286,0.000119154356,0.00023545424,0.000021046986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032538862,0.000096830874,0.0002833097,0.00001495808,0.00017100105,0.000027490636,0.00025947802,0.000042990654,0.000030427691],"category_scores_gemma":[0.0003289236,0.000027895241,0.00004495345,0.00011271951,0.0005681038,0.000038125654,0.00002200541,0.00006192086,2.8151018e-7],"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":[0.0003078725,0.00006998094,0.10331066,0.00010710314,0.000059464946,2.5653983e-7,0.000086022104,7.8982816e-7,0.89030933,0.0002096153,0.000051227093,0.0054876525],"study_design_scores_gemma":[0.00015381392,0.00051314704,0.48825982,0.00007231874,0.000030278332,2.3260333e-7,0.00021677846,0.0001765309,0.5102217,0.000022236965,0.00029052037,0.00004258148],"about_ca_topic_score_codex":0.00009321275,"about_ca_topic_score_gemma":0.000028083372,"teacher_disagreement_score":0.38494915,"about_ca_system_score_codex":0.0000025905945,"about_ca_system_score_gemma":0.000039868002,"threshold_uncertainty_score":0.2093202},"labels":[],"label_agreement":null},{"id":"W2915219313","doi":"10.1051/bioconf/20191203003","title":"Progress for research of grape and wine culture in Georgia, the South Caucasus","year":2019,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":14,"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 Toronto","funders":"","keywords":"Georgian; Wine; Oenology; Multidisciplinary approach; Agency (philosophy); Viticulture; Geography; Archaeology; Political science; Social science; Sociology; Biology","score_opus":0.11297643516830776,"score_gpt":0.35588462950078675,"score_spread":0.242908194332479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915219313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943248,0.0007764361,3.869776e-8,0.0030759396,0.000035778754,0.00068946707,0.00004396902,0.000006930592,0.0010466643],"genre_scores_gemma":[0.9988158,0.00013456472,0.00001445011,0.000011863792,0.00007355843,0.0000419186,0.00002281969,5.0486284e-7,0.0008845176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870795,0.000120839475,0.00024329984,0.00022478134,0.0003834949,0.00031960945],"domain_scores_gemma":[0.99894106,0.00041801896,0.00007957379,0.000055530018,0.0004442237,0.000061560335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006770641,0.000101819016,0.00022724536,0.000021713018,0.00009338211,0.000049467257,0.00033014425,0.000093361574,0.00014949193],"category_scores_gemma":[0.00016695424,0.000025506195,0.000062050945,0.0004245438,0.00047353064,0.00007614498,0.00009577371,0.00015149378,0.0000054248094],"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":[0.0002784519,0.00014968733,0.6129462,0.00017345972,0.000037648246,0.0000013541395,0.0022137815,4.704994e-7,0.32526135,0.01052721,0.000609888,0.04780046],"study_design_scores_gemma":[0.00040946406,0.0013515835,0.93147486,0.00018163199,0.000009251689,0.000002393861,0.011162291,0.00010949983,0.024763562,0.0010894523,0.029286789,0.00015924186],"about_ca_topic_score_codex":0.00026437503,"about_ca_topic_score_gemma":0.00059389207,"teacher_disagreement_score":0.3185286,"about_ca_system_score_codex":0.000008134356,"about_ca_system_score_gemma":0.000084854444,"threshold_uncertainty_score":0.17447434},"labels":[],"label_agreement":null},{"id":"W2916311958","doi":"10.1051/bioconf/20191202024","title":"Comparing metabolic regulation systems in wine yeasts with employment systems in economic wine industry","year":2019,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Lallemand","keywords":"Wine; Organism; Longevity; Business; Survival of the fittest; Biotechnology; Marketing; Economics; Biology; Food science","score_opus":0.03905070659747683,"score_gpt":0.2700664361338529,"score_spread":0.23101572953637606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916311958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858099,0.0010615999,0.000005335076,0.00012387612,0.00033888427,0.00061267294,0.0000056648773,0.000019957486,0.012022074],"genre_scores_gemma":[0.999336,0.000024023244,0.00000695217,0.0000066857847,0.00014389039,0.000022378188,0.000026758426,0.000010159535,0.00042313358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880886,0.00005495674,0.00048157052,0.00024849694,0.00020699635,0.00019909878],"domain_scores_gemma":[0.9994044,0.00003243698,0.00021137226,0.0002447898,0.000048979142,0.0000580473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032949424,0.00015330114,0.0006408886,0.00031528572,0.000011103048,0.000025226926,0.00010737722,0.00014085052,0.0000740859],"category_scores_gemma":[0.000009538915,0.00011342008,0.000025909581,0.00019070925,0.000060698636,0.00011289334,0.000027034044,0.00017610595,0.00002995094],"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":[0.00011091111,0.000061916035,0.989072,0.00017520046,0.000025514259,0.0000040653576,0.000096998825,0.0012621399,0.0008308299,0.008235938,0.00002957041,0.00009491813],"study_design_scores_gemma":[0.0023890256,0.00024077707,0.97701013,0.0008179994,0.000036263486,0.000020821792,0.000832731,0.015441706,0.00047623625,0.0000068850736,0.0025891152,0.00013833545],"about_ca_topic_score_codex":0.0030277024,"about_ca_topic_score_gemma":0.00019402515,"teacher_disagreement_score":0.014179566,"about_ca_system_score_codex":0.000056353936,"about_ca_system_score_gemma":0.00051860046,"threshold_uncertainty_score":0.46251366},"labels":[],"label_agreement":null},{"id":"W2944455729","doi":"10.1051/bioconf/20191402002","title":"OBT and human tritium dosimetry","year":2019,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Radiation Therapy and Dosimetry","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":"","keywords":"Dosimetry; Tritium; Radiochemistry; Medical physics; Nuclear engineering; Nuclear medicine; Medicine; Nuclear physics; Chemistry; Engineering; Physics","score_opus":0.01859693391268574,"score_gpt":0.28519244638517166,"score_spread":0.2665955124724859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944455729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94495356,0.0008216076,0.0000060870766,0.00025465857,0.00009991616,0.00013300014,0.0000035278033,0.000020909692,0.05370676],"genre_scores_gemma":[0.9979391,0.00010876307,0.00003668808,0.0001942949,0.000060888804,0.0000016778419,0.00000783979,0.000004048216,0.0016467116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950427,0.000018128507,0.00015217658,0.00011714052,0.00012645968,0.00008180646],"domain_scores_gemma":[0.9996502,0.00006467184,0.00006441771,0.00012438034,0.000040216768,0.00005615347],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010555492,0.00006649246,0.00020064134,0.00010679764,0.000021694448,0.000011981151,0.00004700794,0.00006592301,0.0012274492],"category_scores_gemma":[0.000019770185,0.000051907788,0.000035669094,0.000097116514,0.00007610892,0.00004497977,0.000008999299,0.00005762849,0.000026555488],"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":[0.000057441335,0.000054447675,0.94600534,0.00006738986,0.000040496223,9.310966e-7,0.00004252268,6.4882485e-8,0.034147426,0.0154411765,0.00047509445,0.0036676512],"study_design_scores_gemma":[0.0019392731,0.0006845162,0.8819246,0.00008701027,0.000037939502,0.0000047280832,0.00022100954,0.000063302105,0.07872316,0.00032230536,0.03588315,0.00010900092],"about_ca_topic_score_codex":0.00002920532,"about_ca_topic_score_gemma":0.0000023311188,"teacher_disagreement_score":0.06408075,"about_ca_system_score_codex":0.0000041278427,"about_ca_system_score_gemma":0.00016659002,"threshold_uncertainty_score":0.9996856},"labels":[],"label_agreement":null},{"id":"W3008140830","doi":"10.1051/bioconf/20201700136","title":"Agrarian insurance in Russia: condition, difficulties, and ways of their overcoming","year":2020,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","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":"Agrarian society; Subsidy; Agrarian system; Insurance law; Business; Income protection insurance; Solvency; Economics; Insurance policy; Economic growth; Agriculture; General insurance; Market economy; Finance; Geography","score_opus":0.04116522154077005,"score_gpt":0.20581579062365302,"score_spread":0.16465056908288297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008140830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98856354,0.00021008022,3.3059732e-7,0.009278122,0.000022493112,0.00008773385,0.000072180956,0.00001498077,0.0017505668],"genre_scores_gemma":[0.9992135,0.000209875,0.00001421718,0.00044996987,0.000048422622,0.00000328773,0.000048213133,2.1008779e-7,0.000012313561],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941033,0.000027227617,0.00022576726,0.00012478915,0.000096307456,0.00011557786],"domain_scores_gemma":[0.9996714,0.00011286909,0.000117476426,0.000015579,0.000042053085,0.000040652394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048672213,0.000098506054,0.00021027574,0.000009097585,0.000041342,0.000018147246,0.00013509563,0.00006693461,0.00009992238],"category_scores_gemma":[0.000022634347,0.00003177753,0.000031417123,0.00020778879,0.00012815521,0.000089658104,0.000038187653,0.00006233507,0.0000013262614],"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":[0.000022144608,0.000025600233,0.8456468,0.00002967796,0.000013553111,0.0000010784537,0.0011300447,5.373845e-7,0.13592084,0.0071399133,0.0015977783,0.008472015],"study_design_scores_gemma":[0.000113416216,0.00009249247,0.97159255,0.00003831768,0.0000021752835,6.896863e-7,0.0011037634,0.000011273365,0.014718342,0.0002776325,0.011953679,0.00009569178],"about_ca_topic_score_codex":0.00022261159,"about_ca_topic_score_gemma":0.0003585406,"teacher_disagreement_score":0.12594572,"about_ca_system_score_codex":0.000002759629,"about_ca_system_score_gemma":0.000026003143,"threshold_uncertainty_score":0.12958501},"labels":[],"label_agreement":null},{"id":"W3009643775","doi":"10.1051/bioconf/20201800028","title":"The influence of the carbohydrate levels on viability of <i>Stagonospora</i> cirsii drying mycelium","year":2020,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","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":"Mycelium; Fermentation; Biological pest control; Food science; Biology; Botany; Arabitol; Horticulture","score_opus":0.019400835864370233,"score_gpt":0.22782563285552856,"score_spread":0.20842479699115835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009643775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974018,0.00029824334,0.000004363951,0.00021180081,0.000051958235,0.00012837781,0.00057163904,0.0000029117325,0.0013289278],"genre_scores_gemma":[0.99966747,0.00013412126,0.000007133825,0.00012844817,0.000027358079,0.0000034975246,0.00001026868,0.0000034913944,0.000018210636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992569,0.000068764224,0.00025237998,0.0001661239,0.00014759302,0.00010820029],"domain_scores_gemma":[0.9992796,0.000051325962,0.00021737705,0.00026207406,0.00014449394,0.00004509487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009544923,0.000095276955,0.0001514284,0.000008466924,0.00005075122,0.000007553571,0.0003667957,0.000058453883,0.0000053355634],"category_scores_gemma":[0.00020386095,0.00005424123,0.000101996884,0.00008933792,0.00030419408,0.0000025635204,0.00009034311,0.00004650996,5.804465e-7],"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":[0.00008734662,0.000025046953,0.09065927,0.000039030263,0.000024161698,1.7794163e-7,0.000023132017,0.000083215935,0.90822107,0.0005760385,0.00005894554,0.0002025505],"study_design_scores_gemma":[0.00011744992,0.00018652978,0.27552214,0.000031984757,0.000019843363,1.7407645e-7,0.00010445397,0.00003712784,0.72070986,0.000060854556,0.0031410041,0.00006857848],"about_ca_topic_score_codex":0.000027253613,"about_ca_topic_score_gemma":0.000025859488,"teacher_disagreement_score":0.18751122,"about_ca_system_score_codex":0.0000017082473,"about_ca_system_score_gemma":0.00042121165,"threshold_uncertainty_score":0.22118932},"labels":[],"label_agreement":null},{"id":"W3161250616","doi":"10.1051/bioconf/20213003001","title":"The research of international and national educational standards on leadership development for pharmacy students","year":2021,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Innovations in Medical Education","field":"Medicine","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":"Pharmacy; Mindset; Health care; Leadership development; Medical education; Public relations; Teamwork; Emotional intelligence; Political science; Psychology; Medicine; Nursing","score_opus":0.2918005664145765,"score_gpt":0.5338820042941085,"score_spread":0.24208143787953196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161250616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331923,0.00041229217,0.00008699222,0.05097893,0.00073249644,0.00033451902,0.000031579228,0.000004598449,0.014226277],"genre_scores_gemma":[0.99659383,0.00011481963,0.0012113203,0.00021958629,0.00016869306,0.000058310194,0.000086226246,0.000003151577,0.0015440448],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979986,0.000040319446,0.00026876462,0.00012004873,0.0014770452,0.00009524709],"domain_scores_gemma":[0.9951065,0.00048995705,0.00008143357,0.00006682151,0.0042306315,0.000024621013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017875254,0.00004638953,0.000086930915,0.00013653893,0.000110975205,0.000025393618,0.00013790363,0.000026658932,0.00026500403],"category_scores_gemma":[0.0032191665,0.00003369222,0.000017551107,0.00018956802,0.00027142395,0.000029294353,0.00003142705,0.000104341045,0.0000013359822],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007531763,0.001222086,0.42882863,0.0003246357,0.00040705825,5.3513133e-7,0.0017663593,8.567276e-7,0.0024911559,0.36434054,0.062359508,0.13750544],"study_design_scores_gemma":[0.0016219292,0.00015763762,0.36551717,0.0003547562,0.000015403972,0.000005047455,0.0052134036,0.00015240302,0.03727274,0.002763391,0.586855,0.00007116142],"about_ca_topic_score_codex":0.000003516132,"about_ca_topic_score_gemma":0.000011831534,"teacher_disagreement_score":0.5244955,"about_ca_system_score_codex":0.00009757284,"about_ca_system_score_gemma":0.0110219335,"threshold_uncertainty_score":0.9945847},"labels":[],"label_agreement":null},{"id":"W3204195497","doi":"10.1051/bioconf/20213601023","title":"The source material of soft spring wheat for improving the quality of grain and resistance to lodging","year":2021,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","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":"","keywords":"Agronomy; Resistance (ecology); Norwegian; Cultivar; Grain yield; Germination; Grain quality; Yield (engineering); Agriculture; Biology; Geography; Ecology; Materials science","score_opus":0.03124166485016064,"score_gpt":0.24267055978067648,"score_spread":0.21142889493051584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204195497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954345,0.00031937446,0.000047102894,0.0037156092,0.0000972583,0.0002066667,0.0000326874,0.0000059111076,0.00014087767],"genre_scores_gemma":[0.9994667,0.000028139,0.00009488262,0.000027255885,0.000087881504,0.000010130836,0.0000028624404,3.443755e-7,0.0002818084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992135,0.00007736003,0.0002672261,0.00016447518,0.00014906283,0.00012833139],"domain_scores_gemma":[0.9992262,0.00031732165,0.00019569803,0.000060719667,0.00017594224,0.000024091469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060997455,0.00007266418,0.00016514702,0.0000029559424,0.00019219119,0.000047231595,0.00018036562,0.000029913723,0.000014052079],"category_scores_gemma":[0.00021336453,0.00002017222,0.00005309587,0.00009885249,0.00015957719,0.00004606678,0.000101508806,0.000031265212,1.0503614e-7],"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":[0.00007131926,0.000016963808,0.0042016166,0.000059392827,0.000009951736,3.133067e-8,0.00011106073,6.079378e-7,0.9506904,0.0058089504,0.00003577341,0.03899394],"study_design_scores_gemma":[0.000102224585,0.00016527131,0.18797538,0.000059491253,0.0000149771795,3.2549704e-7,0.0047347234,0.000014922953,0.7915434,0.001014916,0.014266155,0.00010821997],"about_ca_topic_score_codex":0.00044167505,"about_ca_topic_score_gemma":0.0035299934,"teacher_disagreement_score":0.18377376,"about_ca_system_score_codex":0.000003978054,"about_ca_system_score_gemma":0.000037641174,"threshold_uncertainty_score":0.19698192},"labels":[],"label_agreement":null},{"id":"W4312970634","doi":"10.1051/bioconf/20225400008","title":"Factors Affecting E-Smoking Behavior in Public Health Students of University Muhammadiyah Kalimantan Timur","year":2022,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Public Health and Nutrition","field":"Medicine","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":"Environmental health; Public health; Simple random sample; Cigarette smoking; Psychology; Cross-sectional study; Tobacco use; Health education; Demography; Medicine; Population; Nursing","score_opus":0.1112186355096864,"score_gpt":0.3488427653843369,"score_spread":0.23762412987465048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312970634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974214,0.00011146133,0.000005104139,0.00085130736,0.00013243698,0.00036973873,0.000049940645,0.000022209635,0.0010364375],"genre_scores_gemma":[0.9997235,0.00007185638,0.000017051105,0.000057433677,0.000014894746,0.0000033680928,0.00007548561,0.0000046151204,0.00003180571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857396,0.00026079887,0.00029965618,0.00016475056,0.00044318874,0.00025761873],"domain_scores_gemma":[0.99927944,0.00010479662,0.0002545213,0.00011835369,0.000078480785,0.0001643957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010544618,0.000085267435,0.00033436186,0.000454075,0.00010883064,0.000007841923,0.00018124089,0.000042087657,0.00025677492],"category_scores_gemma":[0.000082017,0.000082899474,0.000056657107,0.00045240045,0.000058199133,0.00008847371,0.00009357673,0.00019263953,2.5074854e-7],"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":[0.000060243234,0.00047517917,0.99598473,0.00014191409,0.0000134191005,0.0000069367475,0.0005675511,1.3676967e-7,0.00017316893,0.000370182,0.000056191257,0.0021503284],"study_design_scores_gemma":[0.0011914052,0.000763993,0.9834952,0.00006719369,0.000013876182,0.000003413102,0.010139001,0.00001643682,0.00025969537,0.00000585287,0.00398411,0.000059872124],"about_ca_topic_score_codex":0.0012924718,"about_ca_topic_score_gemma":0.00026522996,"teacher_disagreement_score":0.012489598,"about_ca_system_score_codex":0.00019979014,"about_ca_system_score_gemma":0.0021056163,"threshold_uncertainty_score":0.3735273},"labels":[],"label_agreement":null},{"id":"W4322580689","doi":"10.1051/bioconf/20235602002","title":"Architecture et conception durable d’une cave : concept, application et exemples","year":2023,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":2,"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":"Humanities; Political science; Geography; Art","score_opus":0.03848698786938162,"score_gpt":0.25609991949513355,"score_spread":0.21761293162575193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322580689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586086,0.0020774144,0.001151737,0.023476338,0.0013629522,0.00041667928,0.0006699556,0.0001305718,0.012105707],"genre_scores_gemma":[0.99407625,0.0022735407,0.00024220759,0.00039666114,0.00019402156,0.000011445398,0.0010735377,0.000006419123,0.0017259365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832124,0.00030003928,0.00041560683,0.00034305782,0.0003013634,0.00031870478],"domain_scores_gemma":[0.9989556,0.00030838096,0.00031367363,0.00020396736,0.00013003497,0.0000883505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006531064,0.00020823511,0.00031365623,0.00011899106,0.00013466582,0.00015178793,0.0002544185,0.00019373934,0.0019758213],"category_scores_gemma":[0.000056404795,0.00018501097,0.00007228108,0.00052351464,0.000423922,0.0002523002,0.000024514276,0.00013965995,0.0002417966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017801505,0.00008280968,0.5075186,0.00046964193,0.00012108255,0.00000950934,0.0040892847,0.006952309,0.027389076,0.17536543,0.018599825,0.2592244],"study_design_scores_gemma":[0.0005261392,0.0003258789,0.617474,0.00032380506,0.00006234285,0.000009578467,0.0023903816,0.01207687,0.0070981267,0.013815836,0.34547004,0.0004269648],"about_ca_topic_score_codex":0.01568037,"about_ca_topic_score_gemma":0.007692049,"teacher_disagreement_score":0.32687023,"about_ca_system_score_codex":0.000005161597,"about_ca_system_score_gemma":0.0006955507,"threshold_uncertainty_score":0.99893653},"labels":[],"label_agreement":null},{"id":"W4322580768","doi":"10.1051/bioconf/20235603017","title":"Facing post crisis challenges through leadership and inclusion: The case of Napa Valley","year":2023,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"NAPA; Winery; Inclusion (mineral); Vineyard; Political science; Business; Geography; Wine; Sociology; Archaeology; Social science","score_opus":0.12087061887884362,"score_gpt":0.2774077187682714,"score_spread":0.1565370998894278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322580768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9035935,0.0008137229,0.0000027300302,0.06760541,0.00017879468,0.00011064895,0.0000046567493,0.00005267934,0.027637886],"genre_scores_gemma":[0.9985939,0.00015309024,0.0000073126084,0.0003316736,0.00078861247,0.0000039625,0.000005009714,0.000006198639,0.000110201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993058,0.000017890981,0.00020575104,0.00015806661,0.00015734757,0.00015513563],"domain_scores_gemma":[0.9994031,0.00012251065,0.00017418595,0.00015704037,0.00013614236,0.0000070221995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837652,0.00011149611,0.00018078872,0.00010205255,0.00035658912,0.00004645319,0.00021169602,0.00008427761,0.00015022524],"category_scores_gemma":[0.000090175236,0.000073446325,0.000045200348,0.00024942443,0.00015206878,0.00032980344,0.0008243109,0.000099608034,0.000013716812],"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":[0.00030655105,0.00045677452,0.052497573,0.0061900173,0.00078759406,0.0015841279,0.033586413,0.00005666047,0.0046160063,0.6280452,0.13352896,0.1383441],"study_design_scores_gemma":[0.0020155846,0.0002096594,0.058985725,0.0010551816,0.0004252175,0.00014637902,0.40871334,0.0026594773,0.0066526337,0.06669908,0.4513252,0.001112516],"about_ca_topic_score_codex":0.0015609062,"about_ca_topic_score_gemma":0.00022186743,"teacher_disagreement_score":0.5613462,"about_ca_system_score_codex":0.0000018242172,"about_ca_system_score_gemma":0.000060054357,"threshold_uncertainty_score":0.2995054},"labels":[],"label_agreement":null},{"id":"W4361981464","doi":"10.1051/bioconf/20235603020","title":"Propuestas de manejo de Propiedad Intelectual para los retos del sector vitivinícola en sostenibilidad y para enfrentar el cambio climático","year":2023,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","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":"","keywords":"Context (archaeology); Certification; Geographical indication; Legislation; Intellectual property; Sustainability; Trademark; Business; Geography; Political science; Economic growth; Regional science; Economics; Law","score_opus":0.030680758578555584,"score_gpt":0.250843212532382,"score_spread":0.22016245395382641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361981464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509704,0.00015297288,0.000002517434,0.0025534558,0.000120568526,0.00049790414,0.00016627774,0.00021933804,0.001189944],"genre_scores_gemma":[0.99834186,0.00020469203,0.000055289554,0.00013666158,0.00045329917,0.000050959414,0.0001407853,0.0000029752027,0.0006135017],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979158,0.00021939813,0.00039239894,0.00047310334,0.00035051085,0.00064878963],"domain_scores_gemma":[0.99907494,0.0003214877,0.00017847713,0.00010186441,0.00012962281,0.00019360373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039153654,0.00029730966,0.00037701885,0.000035024674,0.00016731891,0.000108446846,0.00055264554,0.00028075257,0.0006826338],"category_scores_gemma":[0.00017798864,0.000113508,0.0001529143,0.0006261461,0.00018053484,0.00012243168,0.00013550508,0.00025907767,0.0000931101],"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":[0.00008176519,0.00020517525,0.08820004,0.00007117711,0.000058975522,0.00002712702,0.00054051616,8.885341e-7,0.88953346,0.0010538452,0.0044970317,0.015730027],"study_design_scores_gemma":[0.00035775354,0.0014414616,0.6635812,0.00020956952,0.00007189671,0.000047496836,0.0038335116,0.00025325944,0.29559353,0.00087516865,0.033127647,0.0006075042],"about_ca_topic_score_codex":0.00044189487,"about_ca_topic_score_gemma":0.0021022968,"teacher_disagreement_score":0.5939399,"about_ca_system_score_codex":0.000055729393,"about_ca_system_score_gemma":0.00034189032,"threshold_uncertainty_score":0.7474361},"labels":[],"label_agreement":null},{"id":"W4385154046","doi":"10.1051/bioconf/20236302003","title":"The Mechanism of Carbon Regulation of Emissions in Industrial Energy","year":2023,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Digitalization and Economic Development in Agriculture","field":"Business, Management and Accounting","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":"","keywords":"Quarter (Canadian coin); Mechanism (biology); Business; Economics; Greenhouse gas; Carbon tax; International trade; International economics; Natural resource economics","score_opus":0.036731302417177,"score_gpt":0.208778970718771,"score_spread":0.172047668301594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385154046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7833103,0.00001270198,0.000008441522,0.0005296447,0.00040156275,0.00007776262,0.0000022170739,0.00002219651,0.21563521],"genre_scores_gemma":[0.9989416,0.000033975273,0.0000022317886,0.000014777852,0.000059982445,0.0000035477995,0.000030703395,0.0000020754599,0.00091111765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994995,0.000004759522,0.00027144517,0.00006539796,0.000093139046,0.00006576133],"domain_scores_gemma":[0.99958277,0.000033533077,0.00024824924,0.000058721173,0.00007321047,0.0000035101837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017017455,0.00004813108,0.00010717478,0.00012953211,0.000020968602,0.000027689575,0.00012396301,0.00005001758,0.00006035779],"category_scores_gemma":[0.00006839082,0.000030829546,0.000021711494,0.0003817583,0.00003289989,0.00011375031,0.00004773136,0.000017592512,0.000001932026],"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":[0.0000134577,0.00001985509,0.054563805,0.000021679623,0.000013593427,1.0322449e-7,0.000030178238,0.000035428486,0.0012883474,0.93518454,0.0028893247,0.005939693],"study_design_scores_gemma":[0.0018605132,0.000033834192,0.34009814,0.00061298825,0.00004365653,2.714771e-7,0.0048385537,0.021216044,0.027741682,0.14228259,0.4608081,0.00046360606],"about_ca_topic_score_codex":0.00017389958,"about_ca_topic_score_gemma":0.00018097139,"teacher_disagreement_score":0.79290193,"about_ca_system_score_codex":0.0000036777878,"about_ca_system_score_gemma":0.000099207464,"threshold_uncertainty_score":0.12571923},"labels":[],"label_agreement":null},{"id":"W4386548680","doi":"10.1051/bioconf/20236600001","title":"Preface","year":2023,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Genetics; Universidad Nacional Agraria La Molina; National Academy of Sciences of Belarus","keywords":"Philosophy","score_opus":0.04249335593432266,"score_gpt":0.23264438248399935,"score_spread":0.1901510265496767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386548680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663947,0.00004742504,7.503435e-8,0.0017412418,0.000099349454,0.00006279579,0.000012878401,0.00010641026,0.03153509],"genre_scores_gemma":[0.99579614,0.00018575211,0.000006444375,0.000037797774,0.00008221459,0.000005309397,0.000053999476,1.6192665e-7,0.0038321665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947524,0.000017233304,0.00012274573,0.00010009684,0.00013533162,0.00014932305],"domain_scores_gemma":[0.99975675,0.000086179374,0.000052217787,0.000018790373,0.000049392005,0.000036675927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007911797,0.00007155098,0.000104438164,0.000010453396,0.000063636806,0.000022202474,0.00018295238,0.000044907385,0.00065166224],"category_scores_gemma":[0.000016920432,0.000019942529,0.000041016607,0.00039951288,0.000054365206,0.000053136326,0.00004651849,0.00002796118,0.00015084558],"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":[0.0000148266745,0.00003275286,0.58257234,0.000014562277,0.00002848266,0.0000016830728,0.00026314444,0.0000013972591,0.24636322,0.018891336,0.047784306,0.10403193],"study_design_scores_gemma":[0.000024004894,0.00004249027,0.76405835,0.000010318085,0.0000021849041,3.4234355e-7,0.00035025275,0.000011747954,0.010124084,0.00033702378,0.22496727,0.00007190698],"about_ca_topic_score_codex":0.00010516189,"about_ca_topic_score_gemma":0.00026145522,"teacher_disagreement_score":0.23623914,"about_ca_system_score_codex":0.0000022474933,"about_ca_system_score_gemma":0.00002950344,"threshold_uncertainty_score":0.71352446},"labels":[],"label_agreement":null},{"id":"W4390539876","doi":"10.1051/bioconf/20248206009","title":"Methane reduction in Kazakhstan: Present situation and potential","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Global Energy and Sustainability Research","field":"Energy","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":"","keywords":"Pledge; Methane; Battle; Political science; Government (linguistics); Greenhouse gas; Business; Environmental protection; Environmental science; Geography; Law; Chemistry","score_opus":0.02281860981279439,"score_gpt":0.2968458383658215,"score_spread":0.27402722855302714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390539876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97106546,0.0013411356,0.00005989953,0.0015626191,0.00020217046,0.00009336838,0.0000023680295,0.000032445852,0.025640538],"genre_scores_gemma":[0.9988547,0.0002635689,0.00003091329,0.0000024085366,0.00007023344,0.000009999631,0.000010133227,0.0000031715917,0.00075486733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992066,0.00010171912,0.00016759272,0.00018334962,0.00020195419,0.00013876871],"domain_scores_gemma":[0.9997235,0.000041017378,0.000018154431,0.00008858085,0.00009120428,0.00003752546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003034579,0.000065903376,0.00011243208,0.00015214016,0.000018613597,0.000045811732,0.000071397386,0.00007571021,0.00022381781],"category_scores_gemma":[0.000065467895,0.000055060453,0.00002802109,0.00022844272,0.00013000127,0.00011971108,0.000036147292,0.000080833095,0.0000044868098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016645751,0.00008305437,0.0028354705,0.00026076168,0.000053027496,0.000024812009,0.0005012293,0.0014589693,0.0121557,0.69967866,0.00015737247,0.28262445],"study_design_scores_gemma":[0.0016709989,0.0008677014,0.10067197,0.00042502244,0.000092423106,0.000058445778,0.010159756,0.08947273,0.09726576,0.4699243,0.22866048,0.00073041837],"about_ca_topic_score_codex":0.002906346,"about_ca_topic_score_gemma":0.00055780576,"teacher_disagreement_score":0.28189406,"about_ca_system_score_codex":0.000027941314,"about_ca_system_score_gemma":0.00046197145,"threshold_uncertainty_score":0.43935454},"labels":[],"label_agreement":null},{"id":"W4390543726","doi":"10.1051/bioconf/20248202035","title":"Issues of improving financing of agricultural clusters","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","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":"Agriculture; Agricultural productivity; Quarter (Canadian coin); Agricultural economics; Agricultural development; Business; Economic growth; Natural resource economics; Geography; Economics","score_opus":0.020261134144529073,"score_gpt":0.2405855097735665,"score_spread":0.22032437562903742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390543726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98750395,0.00041855546,0.00013639628,0.000991364,0.00047333527,0.0001095014,0.0000022320003,0.00003838456,0.010326305],"genre_scores_gemma":[0.9994695,0.000012361509,0.00006769927,0.000034234043,0.00020988595,0.0000037435234,0.0000090012645,0.000003961101,0.00018956787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992074,0.000004985041,0.0003817364,0.00013192822,0.00017201735,0.00010197577],"domain_scores_gemma":[0.9989715,0.000047108177,0.00022818649,0.000097092074,0.00065335387,0.0000027495435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025385388,0.000088843786,0.00019996167,0.00022286776,0.000029565113,0.000073045005,0.00016764265,0.000048539845,0.00015127075],"category_scores_gemma":[0.00017216324,0.00006434952,0.000057212485,0.0007049813,0.00014721873,0.0006295725,0.00007849018,0.000046085992,0.0000035848996],"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":[0.00004831092,0.00010742902,0.18459478,0.01113379,0.00007919422,0.0000017427903,0.0004678911,0.00009167924,0.024761034,0.73851633,0.0035257132,0.03667212],"study_design_scores_gemma":[0.00053581456,0.00007061809,0.85487884,0.0017021635,0.00013980304,0.0000013961054,0.0158662,0.007694569,0.036881726,0.0075997883,0.07412345,0.00050562946],"about_ca_topic_score_codex":0.0008508591,"about_ca_topic_score_gemma":0.00003058495,"teacher_disagreement_score":0.7309165,"about_ca_system_score_codex":0.000007785941,"about_ca_system_score_gemma":0.00018192081,"threshold_uncertainty_score":0.26240975},"labels":[],"label_agreement":null},{"id":"W4390973753","doi":"10.1051/bioconf/20248601038","title":"OTX015 PROTACs: Emerging Novel Therapeutic Agents in Cancer Treatment","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Protein Degradation and Inhibitors","field":"Biochemistry, Genetics and Molecular Biology","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":"Lambton College","funders":"Chitkara University","keywords":"Cancer; Mechanism (biology); Computer science; Medicine; Epistemology; Philosophy","score_opus":0.06051286820310344,"score_gpt":0.33845907850374896,"score_spread":0.27794621030064554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390973753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862152,0.0072402996,0.00018519288,0.0006399099,0.0003453754,0.00033143445,0.000024920997,0.000015803078,0.005001891],"genre_scores_gemma":[0.99767464,0.0011100215,0.000039750543,0.00005066782,0.00009355957,0.00009375987,0.000025316129,0.0000065193844,0.0009057706],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945337,0.000018047655,0.00015117168,0.00018815672,0.00008132442,0.000107923806],"domain_scores_gemma":[0.99980676,0.0000043407163,0.000034091434,0.00010000741,0.00002956197,0.000025226587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000061004106,0.00009438895,0.000094315415,0.00006270471,0.000015119838,0.000022985418,0.00008544663,0.000061360966,0.00012910865],"category_scores_gemma":[0.000007074473,0.00007049742,0.00004643125,0.00009084739,0.000043926917,0.0000039590686,0.000019091683,0.000028230486,0.000004035979],"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":[0.000053315114,0.00021979898,0.07058996,0.000084018146,0.00017380419,0.0000037108034,0.00018947804,0.000015791631,0.808531,0.0030988567,0.00078078755,0.11625948],"study_design_scores_gemma":[0.0003979707,0.0002757701,0.009574845,0.00012348263,0.0000151012955,0.000001473379,0.00011308167,0.00081376627,0.63742125,0.00007254997,0.35104808,0.00014260324],"about_ca_topic_score_codex":0.00016899499,"about_ca_topic_score_gemma":0.00024402842,"teacher_disagreement_score":0.35026732,"about_ca_system_score_codex":0.000016393855,"about_ca_system_score_gemma":0.0005491795,"threshold_uncertainty_score":0.28748015},"labels":[],"label_agreement":null},{"id":"W4390988749","doi":"10.1051/bioconf/20248702012","title":"Pollution status of Aneuk Laot lake Sabang based on pollution index and saprobic index","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","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":"","keywords":"Pollution; Environmental science; Index (typography); Light pollution; Hydrology (agriculture); Water quality; Ecology; Geology; Biology","score_opus":0.02555773164722186,"score_gpt":0.271894561962412,"score_spread":0.24633683031519016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390988749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791104,0.00016751412,0.0014286388,0.0015244352,0.0002569072,0.00023534452,0.00016712109,0.000055169985,0.017054453],"genre_scores_gemma":[0.9994678,0.00006813522,0.00007564054,0.00014392374,0.00002075496,0.000006016862,0.00001865648,0.000004981384,0.00019409017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988198,0.000105615065,0.00027049606,0.00023615711,0.00035219215,0.00021573855],"domain_scores_gemma":[0.9996265,0.000040681978,0.000100452366,0.00013581867,0.000010672255,0.00008588],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027762452,0.00012388157,0.00016230135,0.00011904857,0.000050013477,0.000037680165,0.00009807255,0.00009008833,0.0012996808],"category_scores_gemma":[0.000017377844,0.00010094957,0.00004654631,0.00024209761,0.0003572157,0.00013661508,0.00004613818,0.00009493657,0.000024230627],"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":[0.0002527465,0.00034293332,0.88071734,0.00032087765,0.000058224618,0.0000070471056,0.00090583786,0.0022561844,0.024877025,0.03312633,0.0016307255,0.05550473],"study_design_scores_gemma":[0.00041315262,0.00029374068,0.9261899,0.00016011375,0.000019998173,0.000001602663,0.00018043123,0.017513689,0.008737725,0.0010016713,0.045314245,0.00017372443],"about_ca_topic_score_codex":0.0009231735,"about_ca_topic_score_gemma":0.0013133328,"teacher_disagreement_score":0.055331007,"about_ca_system_score_codex":0.00006006794,"about_ca_system_score_gemma":0.00024587163,"threshold_uncertainty_score":0.9996133},"labels":[],"label_agreement":null},{"id":"W4391777677","doi":"10.1051/bioconf/20236803028","title":"Tracing and tracking wine bottles: Protecting consumers and producers","year":2023,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":5,"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":"Tracing; Wine; Business; Tracking (education); Commerce; Computer security; Advertising; Computer science; Food science; Chemistry; Sociology","score_opus":0.045289773029063306,"score_gpt":0.24993060781134718,"score_spread":0.20464083478228387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391777677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872252,0.00007486847,0.0000074056848,0.0035735609,0.00013406368,0.0001979946,0.0000011873638,0.00010595521,0.008679817],"genre_scores_gemma":[0.99885553,0.000009485952,0.000023239476,0.00004797914,0.0008977112,0.000008649838,0.000004195864,0.000008141226,0.00014508833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993008,0.00000947195,0.00018642395,0.00021199271,0.00011863024,0.00017267703],"domain_scores_gemma":[0.99963164,0.000063503714,0.0001500839,0.00007437489,0.00006898041,0.000011391697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041978466,0.000111340974,0.00016610787,0.0001886512,0.00016052336,0.00016068478,0.00007412103,0.00006227503,0.000046727568],"category_scores_gemma":[0.000221823,0.00009593904,0.000019969551,0.00030799516,0.0001428387,0.0004410201,0.00006166945,0.00012861205,0.0000085902875],"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":[0.000053011914,0.000041901087,0.8647085,0.001212794,0.000101436955,0.000027927845,0.0005137193,0.000013047863,0.008777995,0.004308051,0.0041500307,0.11609159],"study_design_scores_gemma":[0.0018568025,0.00007333653,0.8341393,0.0013224558,0.00020053051,0.000017797542,0.0144083705,0.00788695,0.014155413,0.003929749,0.12107517,0.00093416387],"about_ca_topic_score_codex":0.00024980432,"about_ca_topic_score_gemma":0.000014141648,"teacher_disagreement_score":0.116925135,"about_ca_system_score_codex":0.0000023211442,"about_ca_system_score_gemma":0.00006681586,"threshold_uncertainty_score":0.39122805},"labels":[],"label_agreement":null},{"id":"W4394572162","doi":"10.1051/bioconf/202410003005","title":"Genome-wide study of Almaty region people for a long time living in areas of pesticide contamination","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Genetics","keywords":"Contamination; Pesticide; Environmental health; Environmental science; Geography; Biology; Medicine; Ecology","score_opus":0.02980853273565728,"score_gpt":0.23508477445119585,"score_spread":0.20527624171553857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394572162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981716,0.0005757902,0.000011629897,0.00026537193,0.00003702935,0.0004115357,0.000005137324,0.00001788741,0.0005039807],"genre_scores_gemma":[0.99966586,0.00011436278,0.0000020221567,0.000006167898,0.000043206084,0.000026640835,0.000019593832,3.8706565e-7,0.00012174398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991609,0.000061333376,0.00033383642,0.00019156796,0.00012973414,0.00012265137],"domain_scores_gemma":[0.998734,0.000931012,0.00014557425,0.000026186497,0.00014203429,0.000021168435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022436312,0.00010267275,0.0003229738,0.000021929858,0.000035537167,0.000013353352,0.00015138119,0.000068263354,0.00006482147],"category_scores_gemma":[0.00017755553,0.000033239718,0.00007271523,0.00028905852,0.00006316966,0.000050983224,0.00005324989,0.00004043068,0.0000013611117],"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":[0.000022910244,0.00021545893,0.9918152,0.000044980654,0.000026579246,0.000001051059,0.0003732498,9.088425e-7,0.002419089,0.00021569768,0.000038856495,0.0048260354],"study_design_scores_gemma":[0.00007600197,0.0011561213,0.99445343,0.0001571752,0.000027638034,6.9280657e-7,0.0026369684,0.00006784447,0.0008913511,0.0001953906,0.00025605375,0.00008133399],"about_ca_topic_score_codex":0.00011059632,"about_ca_topic_score_gemma":0.0054126624,"teacher_disagreement_score":0.005302066,"about_ca_system_score_codex":0.000008975531,"about_ca_system_score_gemma":0.000023267205,"threshold_uncertainty_score":0.30203927},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4394572246","doi":"10.1051/bioconf/202410003016","title":"Assessment of the genotoxic potential of soil-associated DDTs and its metabolites using the Salmonella/microsome assay","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Genetics","keywords":"Salmonella; Environmental chemistry; Genotoxicity; Soil water; Contamination; Microsome; Mutagen; Soil contamination; Chemistry; Environmental science; Biology; Toxicity; Carcinogen; Soil science; Bacteria; Biochemistry; In vitro; Genetics; Ecology; Organic chemistry","score_opus":0.017251951529497482,"score_gpt":0.2818165017149445,"score_spread":0.264564550185447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394572246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99250287,0.00615825,0.00019707848,0.00012376731,0.00021169127,0.00021213222,0.00015241512,0.000003856672,0.00043791812],"genre_scores_gemma":[0.99908555,0.0006537994,0.00006885918,0.000020079759,0.000052763084,0.000004704612,0.000015166143,0.000008647156,0.00009042611],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989562,0.0001459977,0.000309146,0.00021165285,0.00022978481,0.00014722826],"domain_scores_gemma":[0.9993657,0.000036810412,0.00019490947,0.00020848532,0.00016664881,0.000027432565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041632404,0.00013176828,0.00023364188,0.000042938947,0.000064337655,0.000032739703,0.00023062632,0.00010869389,0.000024710522],"category_scores_gemma":[0.000033557782,0.00007801235,0.00015371368,0.00014372858,0.00020708164,0.000004244554,0.00018592228,0.00007605167,1.4051982e-7],"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":[0.0000072769244,0.000046197336,0.012968143,0.00006823625,0.00021751385,4.809153e-7,0.000032729535,0.00006934996,0.9847309,0.0014847369,0.000024100762,0.00035035296],"study_design_scores_gemma":[0.00016714071,0.00009929718,0.11463645,0.000064544234,0.00014686685,0.000004631299,0.00017463182,0.0045568985,0.8792769,0.000112026195,0.0006643341,0.00009627399],"about_ca_topic_score_codex":0.000087894914,"about_ca_topic_score_gemma":0.00007934168,"teacher_disagreement_score":0.10545398,"about_ca_system_score_codex":0.000008406186,"about_ca_system_score_gemma":0.0008118939,"threshold_uncertainty_score":0.31812513},"labels":[],"label_agreement":null},{"id":"W4399239627","doi":"10.1051/bioconf/202411101006","title":"Decoding Shared Genetics: Unveiling the Link Between Major Depressive Disorder and Glioblastoma Multiforme","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"14-3-3 protein interactions","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":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Major depressive disorder; Gene; Biology; Pathogenesis; Disease; Bioinformatics; Genetics; Medicine; Neuroscience; Pathology; Immunology","score_opus":0.017055923001126527,"score_gpt":0.28438102867439735,"score_spread":0.26732510567327084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399239627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98932916,0.0070649334,0.0012764386,0.00083057897,0.00018328441,0.00021794142,0.00007172738,0.000020575702,0.0010053393],"genre_scores_gemma":[0.9984494,0.000501102,0.0003570855,0.000018110233,0.0004182672,0.000034826502,0.00003160668,0.000012998242,0.00017660936],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923944,0.00003680228,0.00020653693,0.00026668157,0.00009676803,0.00015375469],"domain_scores_gemma":[0.99952096,0.000084912725,0.000068964764,0.00019377985,0.00008699572,0.000044364984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009614148,0.0001284636,0.00012105291,0.00005617797,0.000101184036,0.00010649512,0.00020333425,0.0001120648,0.0000690386],"category_scores_gemma":[0.000090536654,0.00009022309,0.0000635794,0.00007258589,0.00015691631,0.000008005079,0.0001379916,0.000103839666,0.000007962809],"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":[0.000092487084,0.000022672075,0.2781157,0.00021819708,0.00061656116,0.0000052613073,0.00038178387,0.000027711623,0.4819504,0.0009873449,0.0005170265,0.23706487],"study_design_scores_gemma":[0.0005340117,0.00042272362,0.03563065,0.0003141399,0.00014145502,0.00001659814,0.00061180745,0.0037937346,0.7879255,0.0005356989,0.16970243,0.0003712685],"about_ca_topic_score_codex":0.000044168173,"about_ca_topic_score_gemma":0.00021896564,"teacher_disagreement_score":0.30597508,"about_ca_system_score_codex":0.0000045003753,"about_ca_system_score_gemma":0.0002289316,"threshold_uncertainty_score":0.3679191},"labels":[],"label_agreement":null},{"id":"W4400660051","doi":"10.1051/bioconf/202412001049","title":"Guiding left-handed students to a healthy lifestyle during the period of adaptation to school education","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Human Health and Disease","field":"Medicine","cited_by":17,"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":"Adaptation (eye); Restructuring; Period (music); Quarter (Canadian coin); Psychology; Physical education; Medical education; Mathematics education; Pedagogy; Developmental psychology; Medicine","score_opus":0.051952000668562315,"score_gpt":0.37720855372553996,"score_spread":0.32525655305697765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400660051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908144,0.0009640421,0.0000326703,0.0055729654,0.00029755145,0.000608049,0.000007122707,0.000027372718,0.0016758118],"genre_scores_gemma":[0.9982765,0.000061770734,0.00010424589,0.00073314056,0.00021837973,0.000040064766,0.0000068104046,0.0000061355,0.000552956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905473,0.000040389412,0.00029826743,0.0001554753,0.00031502446,0.0001360959],"domain_scores_gemma":[0.99927324,0.000039189086,0.00005260138,0.00015239013,0.000168856,0.0003137479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023618719,0.00007428783,0.00015891243,0.00018425948,0.00006598667,0.00003735491,0.000110758236,0.000029413353,0.00030841786],"category_scores_gemma":[0.00028927272,0.000051870673,0.000039336977,0.00017033983,0.00002407409,0.000045815035,0.000028528484,0.000049654856,0.000050248367],"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":[0.0014007433,0.0005520726,0.9417125,0.0038452102,0.00009991671,0.000006721944,0.014435146,0.000015986468,0.0077218083,0.0037745845,0.0057027773,0.020732515],"study_design_scores_gemma":[0.00053791975,0.00077570946,0.96966,0.0014053044,0.00006981037,0.0000057931816,0.009254518,0.00016513838,0.0022824944,0.00008217866,0.015656091,0.00010508475],"about_ca_topic_score_codex":0.00020196522,"about_ca_topic_score_gemma":0.00012929921,"teacher_disagreement_score":0.027947439,"about_ca_system_score_codex":0.00004532823,"about_ca_system_score_gemma":0.0047566774,"threshold_uncertainty_score":0.84381413},"labels":[],"label_agreement":null},{"id":"W4400876863","doi":"10.1051/bioconf/202412101010","title":"Propagation of Canadian rose ‘John Franklin’ <i>in vitro</i> culture","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Flowering Plant Growth and Cultivation","field":"Agricultural and Biological Sciences","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":"","keywords":"Rose (mathematics); In vitro; Art; Biology; Horticulture; Genetics","score_opus":0.0166555040714336,"score_gpt":0.20082337237470818,"score_spread":0.18416786830327458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400876863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903209,0.00046088497,0.0000015127426,0.0005891106,0.0001448127,0.00011169856,0.000103716084,0.000020340449,0.008246992],"genre_scores_gemma":[0.99951386,0.00010357386,0.000019287803,0.0000254345,0.000057312962,0.0000050987455,0.00013121958,3.3668155e-7,0.00014387064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944663,0.000019415567,0.00017011944,0.00012827179,0.00011713492,0.00011844721],"domain_scores_gemma":[0.99980193,0.000036834084,0.000038289738,0.000021031019,0.00005256118,0.000049324408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008973832,0.00006827329,0.00010977545,0.000059508922,0.000024694284,0.000027729711,0.000109898705,0.00008020145,0.00012752184],"category_scores_gemma":[0.000023737492,0.000025979027,0.00003729842,0.0005332316,0.000041107603,0.00007930441,0.000007111314,0.000057584308,0.0000068791437],"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":[0.000022949102,0.000021673319,0.01324918,0.000044095534,0.000006912527,0.0000028498148,0.00013249517,0.0000014053855,0.93381584,0.003792121,0.0007719434,0.048138537],"study_design_scores_gemma":[0.00012553843,0.00021780338,0.17868719,0.00029748655,0.00001258082,0.0000035528144,0.00065995177,0.0011637823,0.66354924,0.00046647416,0.15459739,0.00021903712],"about_ca_topic_score_codex":0.031267453,"about_ca_topic_score_gemma":0.091635294,"teacher_disagreement_score":0.27026662,"about_ca_system_score_codex":0.00000772403,"about_ca_system_score_gemma":0.00014554636,"threshold_uncertainty_score":0.9751834},"labels":[],"label_agreement":null},{"id":"W4401819391","doi":"10.1051/bioconf/202412402010","title":"Study on the Correlation Between the Genetics of Circadian Rhythms and Neurodegenerative Diseases","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Circadian rhythm and melatonin","field":"Neuroscience","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":"Hamilton Health Sciences","funders":"","keywords":"Circadian rhythm; Rhythm; Correlation; Biology; Neuroscience; Genetics; Evolutionary biology; Medicine; Internal medicine; Mathematics","score_opus":0.0621224417643541,"score_gpt":0.28733585300064274,"score_spread":0.22521341123628863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401819391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99471545,0.0011186206,0.000021774053,0.00089190505,0.00025087912,0.0003652247,0.00006945095,0.000017477243,0.002549191],"genre_scores_gemma":[0.9995445,0.00017063557,0.000001000112,0.00006215037,0.0000935268,0.000012805823,0.0000012212968,0.0000062741697,0.00010787513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908566,0.00019260946,0.00018498287,0.00022136685,0.00021378328,0.00010161683],"domain_scores_gemma":[0.9987376,0.00093018444,0.000073441755,0.00018846068,0.000027742472,0.00004259253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012592973,0.00009759233,0.0001314534,0.00006275303,0.00010165078,0.000065747794,0.00012502732,0.000029564251,0.000024138673],"category_scores_gemma":[0.00014709884,0.000051493163,0.000037833674,0.00020540397,0.00035147462,0.00004421675,0.000035176632,0.00010401092,0.000007713014],"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":[0.000019610285,0.00010504591,0.69035596,0.00003502701,0.000043273107,0.00002086396,0.0045209224,0.000048412476,0.006759638,0.2828006,0.000356482,0.01493415],"study_design_scores_gemma":[0.00012766969,0.0003569012,0.9221389,0.00005311419,0.000069453235,0.0000043674877,0.00093585864,0.0014031881,0.07155702,0.0005730938,0.0026876666,0.000092746435],"about_ca_topic_score_codex":0.000009064617,"about_ca_topic_score_gemma":0.000007395552,"teacher_disagreement_score":0.28222752,"about_ca_system_score_codex":0.0000038677886,"about_ca_system_score_gemma":0.0002918231,"threshold_uncertainty_score":0.20998302},"labels":[],"label_agreement":null},{"id":"W4403495762","doi":"10.1051/bioconf/202412925026","title":"Quantification of Lithium in State-of-the-Art low Voltage STEM","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Lithium (medication); State (computer science); Computer science; Medicine; Internal medicine","score_opus":0.01309989748017688,"score_gpt":0.302971795978675,"score_spread":0.28987189849849815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403495762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714974,0.001429581,0.025071021,0.0001240536,0.000054927197,0.00021157919,0.00005340615,0.000009779272,0.0015482077],"genre_scores_gemma":[0.9984749,0.00043208065,0.000253976,0.0000064518035,0.00000808626,0.000016353722,0.000020682777,0.0000045178626,0.0007829637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951667,0.00001394302,0.00021072915,0.00013232048,0.000055813525,0.0000705096],"domain_scores_gemma":[0.9996456,0.000009391208,0.00008716357,0.0001869701,0.00006094224,0.000009954497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087721855,0.000055535424,0.00009215879,0.0000333211,0.000009358385,0.0000050960443,0.00015160255,0.00004504883,0.000007021688],"category_scores_gemma":[0.0000063812527,0.00004248567,0.00004241734,0.00013119067,0.00011137626,0.0000026195858,0.000029188559,0.00004083266,9.410427e-7],"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":[0.000009264889,0.000026226544,0.003248187,0.00006395013,0.0000065005324,3.791823e-8,0.0000127693875,0.0000074490404,0.98511654,0.005633676,0.00035992198,0.0055154716],"study_design_scores_gemma":[0.00003742455,0.00006965895,0.0017046795,0.00007329433,0.0000037118966,3.173579e-7,0.000019341316,0.00012075131,0.9474874,0.00056544476,0.04987533,0.000042618743],"about_ca_topic_score_codex":0.0000132565365,"about_ca_topic_score_gemma":0.000049101272,"teacher_disagreement_score":0.04951541,"about_ca_system_score_codex":0.0000036477256,"about_ca_system_score_gemma":0.00026016944,"threshold_uncertainty_score":0.17325154},"labels":[],"label_agreement":null},{"id":"W4403495818","doi":"10.1051/bioconf/202412925033","title":"Electron Channeling Contrast Imaging (ECCI) of Ion Battery Cathode Materials","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Advancements in Battery Materials","field":"Engineering","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":"Hydro-Québec; McGill University","funders":"","keywords":"Cathode; Contrast (vision); Ion; Electron; Materials science; Physics; Electrical engineering; Engineering; Optics; Nuclear physics","score_opus":0.014737013939035686,"score_gpt":0.2541332662329561,"score_spread":0.23939625229392045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403495818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917553,0.0013659359,0.0019204767,0.00007927933,0.0027823776,0.00014599187,0.000113786,0.00018521535,0.0016516497],"genre_scores_gemma":[0.9992195,0.00028733184,0.00017145507,0.000019655747,0.00020012811,0.000017979744,0.000032852076,0.000026811684,0.000024280167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989088,0.000036175075,0.0004855321,0.00017689346,0.00015093097,0.00024166271],"domain_scores_gemma":[0.99961376,0.00009075401,0.000072769566,0.00015004257,0.00004718029,0.000025464822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027063675,0.0001710985,0.00036501084,0.00019108025,0.00001731696,0.00006337638,0.00017203015,0.00004864339,0.00053279795],"category_scores_gemma":[0.00002026942,0.0001571344,0.00002709112,0.000105627594,0.00006732412,0.0001795292,0.00003108072,0.000051262658,0.00001484528],"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":[0.000012357394,0.000008674732,0.00056520733,0.00037966244,0.000059036935,0.0000029713233,0.00012904411,0.00029315284,0.9948227,0.0017251733,0.00027043014,0.0017316269],"study_design_scores_gemma":[0.00010924552,0.00002902847,0.00086719886,0.00048488632,0.000040689643,0.0000032717144,0.000073856114,0.0015591491,0.994381,0.000564068,0.0017225194,0.00016510306],"about_ca_topic_score_codex":0.000015793024,"about_ca_topic_score_gemma":0.0000034348484,"teacher_disagreement_score":0.007464218,"about_ca_system_score_codex":0.000025193453,"about_ca_system_score_gemma":0.00009830494,"threshold_uncertainty_score":0.6407755},"labels":[],"label_agreement":null},{"id":"W4403495874","doi":"10.1051/bioconf/202412923019","title":"3D Investigation of Lath Martensite in a Low-Carbon Stainless Steel Using PFIB-EBSD Tomography","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; McMaster University; Hydro-Québec; Hamilton Health Sciences","funders":"","keywords":"Lath; Electron backscatter diffraction; Martensite; Materials science; Metallurgy; Tomography; Carbon fibers; Composite material; Radiology; Medicine; Microstructure","score_opus":0.019407833229709938,"score_gpt":0.21294018520426425,"score_spread":0.19353235197455432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403495874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949909,0.0022934484,0.000105927975,0.000023140992,0.0002768298,0.00012864146,0.000013437536,0.00006166094,0.0021060535],"genre_scores_gemma":[0.99951005,0.00012355743,0.000288184,0.000012073603,0.000033226457,0.0000025228578,0.00000466491,0.0000121914345,0.000013529761],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992438,0.000020925685,0.00031199306,0.00013971685,0.00013436023,0.00014923577],"domain_scores_gemma":[0.9997165,0.000030965537,0.000037241327,0.000116831994,0.000058246427,0.000040180672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012486603,0.00012372546,0.00023830168,0.00023283188,0.000008949496,0.000026423295,0.00010647436,0.000098302655,0.000027034037],"category_scores_gemma":[0.000008903824,0.000102462654,0.00005189417,0.00029428024,0.000087492306,0.00009299701,0.000025167137,0.000107917054,7.7841383e-7],"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":[0.000024135163,0.000007971092,0.013377558,0.0015473828,0.00007644785,0.000007918278,0.00066172145,0.000789747,0.97378045,0.0039769523,0.000034921246,0.0057147676],"study_design_scores_gemma":[0.00047128394,0.00016529567,0.019333059,0.003134206,0.00007996279,0.000005163292,0.0006686309,0.25057337,0.72048426,0.0031091096,0.001500752,0.00047492652],"about_ca_topic_score_codex":0.000097319695,"about_ca_topic_score_gemma":0.00008058693,"teacher_disagreement_score":0.25329623,"about_ca_system_score_codex":0.00001529437,"about_ca_system_score_gemma":0.0001732209,"threshold_uncertainty_score":0.4178306},"labels":[],"label_agreement":null},{"id":"W4403495899","doi":"10.1051/bioconf/202412933002","title":"In-situ nucleation of silicon particles using environmental transmission electron microscopy","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials 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":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nucleation; Transmission electron microscopy; In situ; Materials science; Silicon; Electron microscope; Nanotechnology; Energy filtered transmission electron microscopy; Chemical physics; Chemical engineering; Optoelectronics; Chemistry; Optics; Scanning transmission electron microscopy; Physics; Engineering","score_opus":0.014246959497101828,"score_gpt":0.27035105575307217,"score_spread":0.25610409625597036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403495899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99837744,0.0010751517,0.000020537846,0.00004747115,0.00017287536,0.00010344739,0.000011842239,0.000012681953,0.00017853976],"genre_scores_gemma":[0.9997013,0.00013379722,0.000112607064,0.000010001114,0.000020566411,0.0000016660612,0.0000027850715,0.000005161628,0.0000120792965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992335,0.000038438237,0.00026228587,0.00018258538,0.00014515678,0.00013806195],"domain_scores_gemma":[0.999766,0.000039093768,0.000068130044,0.00008851812,0.000009486547,0.000028786613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011436255,0.00008765165,0.00015635004,0.00007358265,0.000020914387,0.000030410416,0.00012240472,0.00005719311,0.00051516877],"category_scores_gemma":[0.0000050493445,0.00007129786,0.000038182043,0.000103133876,0.00015040844,0.00014888316,0.000014165195,0.000040979,0.000005476694],"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":[0.000042906482,0.00002598226,0.009737911,0.00006294963,0.0000024491912,0.0000013188024,0.00022315932,0.0000052094942,0.9878657,0.00067875796,0.000012724287,0.0013409529],"study_design_scores_gemma":[0.00012521156,0.0000891074,0.014929016,0.0001333629,0.000010877368,0.0000032907203,0.00009144468,0.0014420403,0.9821099,0.00028522089,0.0007041074,0.00007642997],"about_ca_topic_score_codex":0.00013858375,"about_ca_topic_score_gemma":0.000025898173,"teacher_disagreement_score":0.0057557877,"about_ca_system_score_codex":0.000017069215,"about_ca_system_score_gemma":0.00019776673,"threshold_uncertainty_score":0.5640737},"labels":[],"label_agreement":null},{"id":"W4403496106","doi":"10.1051/bioconf/202412925037","title":"Towards 3D quantitative imaging in FIB-SEM for applications in battery materials","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Battery (electricity); Nanotechnology; Computer science; Systems engineering; Engineering; Physics","score_opus":0.028063398095978558,"score_gpt":0.3403367197548867,"score_spread":0.31227332165890814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403496106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795591,0.001419612,0.012003392,0.0009947483,0.00023591143,0.0007607151,0.00013438897,0.0001683899,0.0047237277],"genre_scores_gemma":[0.99311167,0.00011411341,0.006319173,0.00003594456,0.000030390036,0.00031516724,0.00001799938,0.000008902629,0.000046667905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902827,0.00004885613,0.00032704798,0.00026599757,0.00010782377,0.00022199014],"domain_scores_gemma":[0.99963486,0.00011122554,0.00006449328,0.00012047726,0.00004782815,0.000021092002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004716477,0.000114572445,0.00023353234,0.00022902885,0.000023858507,0.000120160534,0.00022066667,0.000043865188,0.0003430111],"category_scores_gemma":[0.000029993593,0.00009493059,0.000029925375,0.00019043285,0.00011186745,0.00016255723,0.000031133324,0.00004780337,0.000011830777],"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":[0.000018441613,0.000028832343,0.0025512213,0.000094128096,0.0000016608543,9.639674e-7,0.00018419656,3.8601223e-7,0.8685287,0.12708108,0.00019687969,0.0013134907],"study_design_scores_gemma":[0.00009516367,0.000092400165,0.0038724272,0.00018476657,0.0000058172764,6.5611164e-7,0.00020653564,0.00025052813,0.9750451,0.015372635,0.004751615,0.00012238858],"about_ca_topic_score_codex":0.00025037702,"about_ca_topic_score_gemma":0.0003134645,"teacher_disagreement_score":0.11170845,"about_ca_system_score_codex":0.00003625475,"about_ca_system_score_gemma":0.00050942303,"threshold_uncertainty_score":0.38711572},"labels":[],"label_agreement":null},{"id":"W4403496223","doi":"10.1051/bioconf/202412924010","title":"Sn Alloying Impact on Structural and Electronic Properties of Core-Shell Ge-GeSn Nanowires: A TEM Study","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; McMaster University","funders":"","keywords":"Nanowire; Materials science; Core (optical fiber); Shell (structure); Germanium; Nanotechnology; Optoelectronics; Composite material; Silicon","score_opus":0.02510345537631835,"score_gpt":0.2575977174579479,"score_spread":0.23249426208162954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403496223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98959965,0.0058408515,0.00000234671,0.000011879634,0.000107563,0.00019401041,0.000010004623,0.00008356879,0.004150116],"genre_scores_gemma":[0.99959517,0.0003214729,0.000007569608,0.000003283093,0.000020785414,0.000007519017,0.0000014057016,0.000010668005,0.000032111384],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992588,0.000015254029,0.00021232582,0.00014765009,0.00015852245,0.0002074508],"domain_scores_gemma":[0.9997419,0.000057968085,0.00002420161,0.00010416664,0.000028990024,0.00004273459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009417864,0.00015305479,0.00025617148,0.00008337574,0.000021428545,0.000047810874,0.00013011842,0.000047198166,0.000060197923],"category_scores_gemma":[0.000012084722,0.00009364392,0.000050602084,0.000104029605,0.00009117715,0.000086211505,0.000024205348,0.000115474024,0.0000033578715],"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":[0.0006370897,0.00032822913,0.25602582,0.005126337,0.0032613643,0.000043490447,0.010274768,0.0018106563,0.6045166,0.08255702,0.0002379772,0.03518061],"study_design_scores_gemma":[0.0014821431,0.0051487577,0.2869149,0.002614575,0.00036587406,0.000021666685,0.0064220414,0.46236908,0.22897197,0.002017336,0.0024990272,0.0011726022],"about_ca_topic_score_codex":0.00009709107,"about_ca_topic_score_gemma":0.00007762324,"teacher_disagreement_score":0.46055844,"about_ca_system_score_codex":0.000024095192,"about_ca_system_score_gemma":0.00024518697,"threshold_uncertainty_score":0.3818688},"labels":[],"label_agreement":null},{"id":"W4403497236","doi":"10.1051/bioconf/202412930002","title":"High resolution characterization of Y(Mn,In) Blue Chromophoric Oxides","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Pigment Synthesis and Properties","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Characterization (materials science); Materials science; Resolution (logic); Chemistry; Mineralogy; Nanotechnology; Computer science","score_opus":0.02443464074982784,"score_gpt":0.22575445465361926,"score_spread":0.20131981390379142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403497236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366295,0.0009856767,0.000019755784,0.00014951301,0.0001290292,0.000029583422,0.00004481826,0.000028656568,0.004949985],"genre_scores_gemma":[0.9984078,0.0008814996,0.000020653448,0.000003141171,0.00006487521,0.000008442966,0.00004233894,0.000005520593,0.0005657427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993539,0.000016761769,0.0002639047,0.00013533664,0.0001375428,0.00009258036],"domain_scores_gemma":[0.99971694,0.00004290075,0.00008133045,0.00010494883,0.000037790345,0.00001607921],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010663127,0.00008123977,0.00016883534,0.00008354352,0.000013897355,0.000023516113,0.00011085702,0.00007333269,0.0009967046],"category_scores_gemma":[0.00002383101,0.000063468586,0.00004010775,0.000107711916,0.00007126988,0.000094904586,0.000019147039,0.00004664041,0.0000090122185],"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":[0.000023759,0.000031492746,0.0044946233,0.0003549255,0.000020718675,0.0000011846055,0.00012779699,0.0000011379451,0.98171973,0.004710221,0.000033766544,0.008480618],"study_design_scores_gemma":[0.00007075354,0.000025910644,0.012583717,0.00057183846,0.000014618377,5.8282586e-7,0.00010518576,0.0007285144,0.97530574,0.00017031173,0.010342094,0.000080750884],"about_ca_topic_score_codex":0.000101902035,"about_ca_topic_score_gemma":0.000017374292,"teacher_disagreement_score":0.010308327,"about_ca_system_score_codex":0.000014977271,"about_ca_system_score_gemma":0.00022584664,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W4403497412","doi":"10.1051/bioconf/202412927006","title":"Electron microscopy characterization of king scallop (Pecten maximus) shells from low-voltage SEM to 3D-EBSD reconstruction","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials 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":false,"ca_institutions":"McGill University","funders":"","keywords":"Scallop; Pecten maximus; Characterization (materials science); Electron backscatter diffraction; Materials science; Scanning electron microscope; Electron microscope; Geology; Biology; Optics; Nanotechnology; Paleontology; Composite material; Fishery; Physics; Bivalvia; Microstructure; Mollusca","score_opus":0.012441545959790981,"score_gpt":0.25127115432869745,"score_spread":0.2388296083689065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403497412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98979723,0.00009619665,0.0060388297,0.00012298617,0.0009093922,0.00021159061,0.00019491646,0.000097210075,0.0025316665],"genre_scores_gemma":[0.99901646,0.00014380114,0.0003459202,0.000049461247,0.0001275687,0.000009303421,0.00018131098,0.00001308099,0.00011311903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874055,0.00005233219,0.00045087028,0.00033403505,0.00024672077,0.00017546881],"domain_scores_gemma":[0.9994053,0.00003949218,0.00016335506,0.00014725381,0.00018557865,0.00005900481],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001880483,0.00014294888,0.0002493328,0.0002148013,0.000041390085,0.00015437884,0.00014440573,0.000106830084,0.0021933091],"category_scores_gemma":[0.000030396573,0.00013384852,0.000057827012,0.00032516365,0.00010687505,0.00030118434,0.00004015298,0.000061002953,0.000053157517],"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":[0.000043957098,0.000022230992,0.0006919338,0.00008557658,0.000009574109,8.3843645e-7,0.000186931,0.000006525112,0.99310166,0.001548134,0.00002906653,0.004273591],"study_design_scores_gemma":[0.00013112406,0.00009880939,0.0046543884,0.0005157275,0.000024129113,0.0000024318065,0.000071277085,0.0015413598,0.98842067,0.00023387464,0.004155384,0.00015085681],"about_ca_topic_score_codex":0.00016964256,"about_ca_topic_score_gemma":0.000052759835,"teacher_disagreement_score":0.009219223,"about_ca_system_score_codex":0.00004886187,"about_ca_system_score_gemma":0.00041036692,"threshold_uncertainty_score":0.9987188},"labels":[],"label_agreement":null},{"id":"W4404422555","doi":"10.1051/bioconf/202413901012","title":"Spring barley is a promising crop in agricultural production","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Agriculture, Plant Science, Crop Management","field":"Agricultural and Biological Sciences","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":"Spring (device); Agronomy; Crop; Agriculture; Crop production; Environmental science; Production (economics); Agroforestry; Biology; Engineering; Ecology; Economics","score_opus":0.02422350305030841,"score_gpt":0.22193994249059334,"score_spread":0.19771643944028494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404422555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98688215,0.00053401996,0.0000013370042,0.0025655588,0.00041593617,0.00031741537,0.000011252865,0.00009917738,0.009173153],"genre_scores_gemma":[0.9987372,0.00008561726,0.00005539945,0.000033007145,0.00022057816,0.000015051819,0.000016057698,5.7268545e-7,0.00083651993],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99855185,0.000042883974,0.0003024934,0.00047171503,0.0003490666,0.00028200817],"domain_scores_gemma":[0.99969,0.00004547476,0.000082441366,0.00005092408,0.000074374955,0.000056794684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032364472,0.00016694865,0.0001930383,0.000045588087,0.000093944145,0.00022977788,0.0003264656,0.000076905344,0.00019476471],"category_scores_gemma":[0.000029870378,0.000053579104,0.00007605158,0.0008584011,0.00010505369,0.00034667723,0.00008895098,0.00012298593,0.000039767667],"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":[0.000031734016,0.00020227367,0.28015932,0.0001604087,0.00005507476,0.000026745289,0.00076512754,0.000028273702,0.60098195,0.018553497,0.006964495,0.092071086],"study_design_scores_gemma":[0.000050156417,0.00010364533,0.93010277,0.00028730129,0.000014760286,0.000008421028,0.00111417,0.0002461805,0.02780741,0.00048070936,0.039535157,0.00024932582],"about_ca_topic_score_codex":0.00059377955,"about_ca_topic_score_gemma":0.0018920614,"teacher_disagreement_score":0.6499434,"about_ca_system_score_codex":0.000031251304,"about_ca_system_score_gemma":0.000056382985,"threshold_uncertainty_score":0.22157533},"labels":[],"label_agreement":null},{"id":"W4405759636","doi":"10.1051/bioconf/202414102007","title":"The relative hydraulic conductivity model of soil “Guelph Loam”","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Soil and Unsaturated Flow","field":"Engineering","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":"","keywords":"Hydraulic conductivity; Loam; Soil science; Water content; Work (physics); Environmental science; Water retention curve; Moisture; Function (biology); Pedotransfer function; Conductivity; Soil water; Computer science; Agricultural engineering; Geotechnical engineering; Geology; Engineering; Meteorology; Physics","score_opus":0.030966636406684355,"score_gpt":0.2343935634978813,"score_spread":0.20342692709119695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405759636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8991839,0.004574565,0.0013030636,0.00029259213,0.00063404767,0.00008258002,0.000029350622,0.00016859733,0.093731284],"genre_scores_gemma":[0.9990318,0.00051737233,0.000043328193,0.000004040309,0.000034582168,0.000005895023,0.0000026500384,0.000008611667,0.0003517286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994462,0.000018791496,0.00018021882,0.000102571794,0.00013051422,0.00012169459],"domain_scores_gemma":[0.9995762,0.0001774713,0.000027268918,0.00013235431,0.00005967718,0.000027002628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011843812,0.000102221704,0.0001517266,0.000049928236,0.00003101697,0.000028839975,0.00014340573,0.0000804086,0.000021771299],"category_scores_gemma":[0.000026618523,0.00006466489,0.00006381072,0.0001567173,0.00017382906,0.00012915856,0.000016540685,0.00014820287,0.000011415854],"study_design_candidate":"simulation_or_modeling","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":[0.00008125811,0.00008772454,0.004470075,0.0008373356,0.0012576476,0.000009101638,0.003456557,0.06705564,0.13251205,0.6611554,0.009674558,0.11940263],"study_design_scores_gemma":[0.00009822564,0.000035065328,0.0011755695,0.00011431729,0.000034425208,0.0000010644936,0.00019918046,0.9189645,0.062013883,0.012448639,0.0047857426,0.00012938966],"about_ca_topic_score_codex":0.000040522285,"about_ca_topic_score_gemma":0.000072077106,"teacher_disagreement_score":0.85190886,"about_ca_system_score_codex":0.000009211081,"about_ca_system_score_gemma":0.000256918,"threshold_uncertainty_score":0.26369575},"labels":[],"label_agreement":null},{"id":"W4405759885","doi":"10.1051/bioconf/202414101026","title":"Analysis of world trends in soybean production","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","cited_by":13,"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":"Agriculture; Yield (engineering); Context (archaeology); Geography; Production (economics); Agricultural science; Agronomy; Agricultural economics; Environmental science; Biology; Economics","score_opus":0.034579079363452586,"score_gpt":0.25240761073700874,"score_spread":0.21782853137355615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405759885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98385036,0.00029005486,1.01007615e-7,0.0015343229,0.00012523263,0.000033003907,0.000014449556,0.000023560815,0.014128905],"genre_scores_gemma":[0.9959899,0.000069545546,0.0000061925466,0.000007556976,0.000062782696,0.0000031664026,0.000082896186,1.6852613e-7,0.0037777706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993843,0.000024458779,0.00021876226,0.0001437494,0.00012952239,0.0000992397],"domain_scores_gemma":[0.99980956,0.000052794374,0.000055292097,0.000021730986,0.00004099013,0.000019624069],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011866866,0.00007361664,0.00019364458,0.00018325266,0.000018664463,0.000022481261,0.000114006994,0.00003239576,0.0009369356],"category_scores_gemma":[0.000008306158,0.00002281654,0.000096245945,0.0030691843,0.000062251485,0.000076872944,0.000018479315,0.000038669456,0.0000027723656],"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":[0.000011753556,0.000046859714,0.7485668,0.000015882328,0.0001938538,7.5840916e-7,0.000356952,0.0000063498583,0.053692028,0.0073470417,0.0020404237,0.1877213],"study_design_scores_gemma":[0.000012339791,0.00003253787,0.97100836,0.00003522884,0.00006369014,1.4610323e-7,0.00024311917,0.00009734528,0.0075972453,0.00009393817,0.020744786,0.00007125976],"about_ca_topic_score_codex":0.00046148544,"about_ca_topic_score_gemma":0.0163706,"teacher_disagreement_score":0.22244157,"about_ca_system_score_codex":0.0000061764986,"about_ca_system_score_gemma":0.000021952597,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W4406248332","doi":"10.1051/bioconf/202414701030","title":"Effectiveness of Low-Deacetylation-Degree Chitosan as an Edible Coating for Apples, Tofu, and Tilapia Fillets","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chitosan; Food science; Shelf life; Tilapia; Nile tilapia; Browning; Chemistry; Coating; Shrimp; Fish <Actinopterygii>; Fishery; Biology; Biochemistry; Oreochromis","score_opus":0.02363929326792542,"score_gpt":0.28561130386488753,"score_spread":0.2619720105969621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406248332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946695,0.00057892315,0.0006182088,0.000037427086,0.00042163418,0.0004796645,0.00010518947,0.00006941002,0.0030200486],"genre_scores_gemma":[0.9982486,0.000016238606,0.0015504467,0.0000042669412,0.00006981226,0.000039739563,0.00003882508,0.000013908398,0.000018169963],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890125,0.0000895412,0.000291193,0.0003222189,0.00020756875,0.00018820803],"domain_scores_gemma":[0.9990439,0.0005157741,0.00012973476,0.0001680707,0.00008081514,0.000061720806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005332479,0.00014681698,0.00030427918,0.00013097824,0.00007726879,0.00011103321,0.00020261266,0.00007490608,0.00009968558],"category_scores_gemma":[0.000063275256,0.00012484858,0.00005195143,0.00015365856,0.00016722543,0.0002400241,0.00005930312,0.000050215884,0.000005623921],"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":[0.00006299828,0.00002754715,0.0054120314,0.0012066672,0.000016579586,7.310432e-7,0.00021667412,0.0000063327493,0.97378623,0.017594308,0.000023952782,0.0016459659],"study_design_scores_gemma":[0.00031943762,0.00036113441,0.007257609,0.0008616113,0.00002905166,0.0000046245964,0.00016112339,0.0010052706,0.9881465,0.0013639238,0.00034091063,0.00014881714],"about_ca_topic_score_codex":0.00014801338,"about_ca_topic_score_gemma":0.000029620307,"teacher_disagreement_score":0.016230384,"about_ca_system_score_codex":0.0000071450154,"about_ca_system_score_gemma":0.00040646738,"threshold_uncertainty_score":0.5091177},"labels":[],"label_agreement":null},{"id":"W4406248725","doi":"10.1051/bioconf/202414701014","title":"Application of Check-All-That-Apply (CATA) for formulating and characterizing sargassum seaweed-based kombucha drink: Effects of different sugar types and fermentation times","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Tea Polyphenols and Effects","field":"Medicine","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":"Dalhousie University; University of Alberta","funders":"","keywords":"Sugar; Chemistry; Food science; Fermentation; Flavor; Sorbitol","score_opus":0.01872276066953049,"score_gpt":0.2835873530451548,"score_spread":0.2648645923756243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406248725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962514,0.000842931,0.0015067034,0.00031536233,0.00006761501,0.0007878656,0.00001993745,0.00002760455,0.00018055609],"genre_scores_gemma":[0.99927944,0.000079676945,0.00039529038,0.000023436529,0.000034445522,0.00005701224,0.00008485804,0.000011614431,0.0000342016],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993096,0.000018392815,0.00023173107,0.00018323874,0.00013964882,0.00011740844],"domain_scores_gemma":[0.9993993,0.00023631018,0.00015683068,0.00010057619,0.000058131565,0.000048837403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011859173,0.00012486237,0.00034429628,0.000106296815,0.000022979099,0.000018875959,0.000041232794,0.00006841113,0.000006808636],"category_scores_gemma":[0.000035847883,0.00009469751,0.00004725109,0.000061744264,0.00008360086,0.00006053888,0.000020051351,0.000045156252,3.5889113e-7],"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":[0.00014155463,0.00006843199,0.10753235,0.006268909,0.00011777279,4.6770825e-7,0.00034131025,3.7257016e-7,0.81528234,0.00491698,0.000018646098,0.06531088],"study_design_scores_gemma":[0.0009548242,0.0006362475,0.36115083,0.00086542865,0.00022730186,0.0000014267721,0.00011180918,0.01634315,0.6190656,0.00026625008,0.00028537711,0.00009179455],"about_ca_topic_score_codex":0.00006957194,"about_ca_topic_score_gemma":0.000010440254,"teacher_disagreement_score":0.25361848,"about_ca_system_score_codex":0.000009787443,"about_ca_system_score_gemma":0.00010849248,"threshold_uncertainty_score":0.38616526},"labels":[],"label_agreement":null},{"id":"W4406630644","doi":"10.1051/bioconf/202515104029","title":"Quality of Life Assessment in Primary Headache Patients with Headaches Related to Abuse Using Scales and Questionnaires","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Migraine and Headache Studies","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":"","keywords":"Primary headache; Headaches; Medicine; Quality of life (healthcare); Physical therapy; Psychology; Psychiatry; Nursing","score_opus":0.041279211113086474,"score_gpt":0.3480541604500091,"score_spread":0.3067749493369226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406630644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99285036,0.00096065237,0.00004658308,0.0010282809,0.000012155839,0.00034255924,0.000008425147,0.000012736484,0.004738248],"genre_scores_gemma":[0.99821913,0.00013037235,0.001359375,0.00014394229,0.000005678404,0.0000079142565,0.000011007105,0.000003837957,0.000118719836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988815,0.000086118554,0.0004890789,0.0001873351,0.00023407741,0.00012184425],"domain_scores_gemma":[0.99929273,0.00014291456,0.00013613707,0.00013848308,0.0002288571,0.000060864215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032153286,0.0001201569,0.00052735384,0.0002033137,0.00003476236,0.0000068635513,0.00005129318,0.00006373729,0.000009066683],"category_scores_gemma":[0.00016094068,0.000085870255,0.0000346052,0.0002657342,0.00021659207,0.00004729337,0.00003777557,0.00010045542,1.5547634e-7],"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":[0.00026240785,0.00024543938,0.9943687,0.00047639,0.000097005286,3.9568968e-7,0.0005180053,0.0000019416696,0.0007047633,0.0024514515,0.00020487404,0.0006686324],"study_design_scores_gemma":[0.0013074187,0.00030640652,0.99563515,0.0010746408,0.000040929353,1.8528586e-7,0.0008670762,0.000048910744,0.00029710174,0.00014656673,0.00019390615,0.00008169549],"about_ca_topic_score_codex":0.0010033225,"about_ca_topic_score_gemma":0.0018045176,"teacher_disagreement_score":0.005368794,"about_ca_system_score_codex":0.000035012796,"about_ca_system_score_gemma":0.0011780326,"threshold_uncertainty_score":0.35016873},"labels":[],"label_agreement":null},{"id":"W4408046670","doi":"10.1051/bioconf/202516200012","title":"Sperm quality profile of Bali bull as local Indonesian cattle in liquid storage in different diluents with the addition of synthetic antioxidants","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Sperm and Testicular Function","field":"Medicine","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":"Artificial Insemination Center of Quebec","funders":"","keywords":"Diluent; Indonesian; Quality (philosophy); Sperm; Sperm quality; Food science; Chemistry; Biology; Toxicology; Traditional medicine; Botany; Organic chemistry; Medicine; Physics","score_opus":0.0162389433300221,"score_gpt":0.27524110652014133,"score_spread":0.25900216319011926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408046670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957271,0.000096454925,0.00023430411,0.00045095378,0.0000707743,0.0003662616,0.000025369349,0.0000073047427,0.003021435],"genre_scores_gemma":[0.9998255,0.000024812398,0.00001187518,0.0000207925,0.000011271734,0.000020176498,0.00002862434,0.0000040405,0.000052911713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900705,0.00011555812,0.0003525966,0.00015934081,0.00025543428,0.00010999794],"domain_scores_gemma":[0.99934894,0.00013529474,0.00017574217,0.00019775436,0.00011598277,0.00002629228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020789391,0.000108749686,0.00037033163,0.00017784978,0.000012938697,0.0000035937312,0.00008666532,0.000072833194,0.00026380914],"category_scores_gemma":[0.00011824255,0.00006328473,0.000043056134,0.0002678668,0.00029897955,0.00002933364,0.000022707067,0.00009590172,0.000001901841],"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":[0.0015861321,0.00094707304,0.9665417,0.00057971186,0.000068106056,0.000007150062,0.0003002495,0.000008143319,0.021157613,0.005934451,0.00006200801,0.002807667],"study_design_scores_gemma":[0.0011260236,0.00059623196,0.8991243,0.0010517737,0.0000494399,0.0000025141137,0.0011144314,0.00013469046,0.09661595,0.000076753684,0.000049381473,0.00005851681],"about_ca_topic_score_codex":0.0010058272,"about_ca_topic_score_gemma":0.00078242266,"teacher_disagreement_score":0.07545833,"about_ca_system_score_codex":0.000030688472,"about_ca_system_score_gemma":0.00048693802,"threshold_uncertainty_score":0.2888525},"labels":[],"label_agreement":null},{"id":"W4408203656","doi":"10.1051/bioconf/202516301001","title":"TooT-SS: Transfer Learning using ProtBERT-BFD Language Model for Predicting Specific Substrates of Transport Proteins","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University; Genome Canada","keywords":"Transfer of learning; Computer science; Artificial intelligence","score_opus":0.020483100541744646,"score_gpt":0.2767272163877422,"score_spread":0.2562441158459976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408203656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.904919,0.00038171283,0.089484,0.00003729053,0.0000607689,0.0007012157,0.00004698603,0.000017733535,0.0043512746],"genre_scores_gemma":[0.9931704,0.00006527344,0.005996945,0.000011600196,0.000037658236,0.00004091866,0.0001069162,0.00001130117,0.0005589888],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988506,0.00005203502,0.0005831545,0.00019517135,0.00013321015,0.0001858747],"domain_scores_gemma":[0.9994115,0.000040481424,0.0001778661,0.00017500298,0.00016474923,0.000030361023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005151231,0.00016125024,0.00033367556,0.00008960309,0.00006386245,0.000014477342,0.00021306581,0.00015895157,0.00001952986],"category_scores_gemma":[0.00013016307,0.00013873671,0.00015176166,0.00009991202,0.00012341094,0.000008340126,0.000019241312,0.0001231003,1.6537236e-7],"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":[0.00023648291,0.00008764413,0.1470998,0.0010552452,0.00017581879,3.7285847e-7,0.0011333717,0.012506173,0.8307863,0.0035022327,0.00003429236,0.0033822837],"study_design_scores_gemma":[0.00074815215,0.00031942636,0.003439975,0.0003194752,0.00008242706,0.0000015891657,0.00120149,0.28373545,0.70679706,0.00008045241,0.003049278,0.00022521976],"about_ca_topic_score_codex":0.00003255582,"about_ca_topic_score_gemma":0.00006142749,"teacher_disagreement_score":0.27122927,"about_ca_system_score_codex":0.000005319215,"about_ca_system_score_gemma":0.00061965466,"threshold_uncertainty_score":0.56575185},"labels":[],"label_agreement":null},{"id":"W4408203725","doi":"10.1051/bioconf/202516301004","title":"Graph-based method for constructing consensus trees","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","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":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke","keywords":"Computer science; Graph; Theoretical computer science","score_opus":0.016642272264478758,"score_gpt":0.2852268640032193,"score_spread":0.2685845917387405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408203725","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3763044,0.002431414,0.54132336,0.0014881489,0.0011138876,0.0009494709,0.00021622682,0.00003894763,0.07613414],"genre_scores_gemma":[0.96266216,0.000026277277,0.03681182,0.00020651492,0.00004442718,0.000015085831,0.000047378024,0.000003830943,0.00018250626],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936706,0.000027482103,0.00026481188,0.00014914524,0.000047305795,0.00014419801],"domain_scores_gemma":[0.99944913,0.00008902002,0.0001351986,0.00016608318,0.00013196787,0.00002857531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023313731,0.00010376311,0.00017485108,0.000062662366,0.000049227772,0.000018785317,0.0001470322,0.00012621752,0.000011866692],"category_scores_gemma":[0.00006296672,0.00008999831,0.000104206636,0.00007277504,0.0001648926,8.061189e-7,0.000030850377,0.00003691434,3.4835682e-7],"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":[0.00073652074,0.00013502761,0.05676057,0.00049874093,0.000740186,8.3516784e-7,0.000063905994,0.0005081009,0.442879,0.22352818,0.022077285,0.25207168],"study_design_scores_gemma":[0.0026913176,0.0004874922,0.0019388297,0.00015985411,0.00013157594,0.000004203159,0.0010213894,0.019540342,0.73612255,0.01034967,0.22711137,0.0004413811],"about_ca_topic_score_codex":0.000013427998,"about_ca_topic_score_gemma":0.00008314523,"teacher_disagreement_score":0.5863578,"about_ca_system_score_codex":0.0000022868953,"about_ca_system_score_gemma":0.00072412856,"threshold_uncertainty_score":0.36700246},"labels":[],"label_agreement":null},{"id":"W4408204082","doi":"10.1051/bioconf/202516303001","title":"Evaluating genetic variability and biometric indicators in bread wheat varieties: Implications for modern selection methods","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","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":"","keywords":"Biometrics; Selection (genetic algorithm); Biotechnology; Statistics; Biology; Mathematics; Computer science; Machine learning; Artificial intelligence","score_opus":0.06790940213207368,"score_gpt":0.36835696380893385,"score_spread":0.30044756167686015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408204082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99419796,0.0005046211,0.0031719173,0.00066323235,0.00007138558,0.0002900737,0.000025529893,0.000012427051,0.0010628212],"genre_scores_gemma":[0.9928168,0.00016244303,0.0068505374,0.000032402975,0.000025532758,0.000060705162,0.000014562628,3.86292e-7,0.00003662344],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990762,0.0002214434,0.000256812,0.00025152697,0.00005167607,0.000142366],"domain_scores_gemma":[0.9989288,0.00082442473,0.00007570534,0.000041962485,0.00009871008,0.000030393154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010246472,0.0000841326,0.00018236805,0.00015250346,0.000099237266,0.00002905306,0.00012406704,0.00011805085,0.00003128088],"category_scores_gemma":[0.00021773703,0.00003836732,0.00003714516,0.0011959504,0.000100052814,0.000021681375,0.000036908445,0.00004647523,1.4280674e-7],"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":[0.0000133350295,0.000035657693,0.37026963,0.00001480707,0.000006180097,8.61157e-9,0.000024553085,0.0000025946642,0.19553247,0.0034974474,0.000007425131,0.43059587],"study_design_scores_gemma":[0.00012979945,0.0002737684,0.95189184,0.000011433059,0.000022209731,9.12875e-7,0.00004858004,0.002723635,0.0066264668,0.037243407,0.00094880164,0.00007916653],"about_ca_topic_score_codex":0.00012796902,"about_ca_topic_score_gemma":0.0001896959,"teacher_disagreement_score":0.5816222,"about_ca_system_score_codex":0.000009078765,"about_ca_system_score_gemma":0.00012164762,"threshold_uncertainty_score":0.1564574},"labels":[],"label_agreement":null},{"id":"W4408297904","doi":"10.1051/bioconf/202516601005","title":"Multisensory integration in Drosophila","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Drosophila (subgenus); Multisensory integration; Biology; Evolutionary biology; Communication; Computer science; Neuroscience; Psychology; Genetics; Perception","score_opus":0.06056262813338763,"score_gpt":0.33376420341702534,"score_spread":0.2732015752836377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408297904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523218,0.000030223,0.000007415665,0.0005596891,0.00018223132,0.00010919922,0.0000039743563,0.000016686738,0.046768736],"genre_scores_gemma":[0.99905545,0.00011960276,0.000008161502,0.0002505251,0.000010038286,0.000010910871,0.0000015091657,0.000001508048,0.0005423085],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992402,0.00019675495,0.0001670532,0.0002096418,0.000055747478,0.00013060396],"domain_scores_gemma":[0.9994023,0.00038902301,0.00004081637,0.00012107733,0.00003253087,0.000014274757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010003478,0.00006545543,0.0001369555,0.00020540165,0.00003810703,0.000007811093,0.00021801071,0.00007796835,0.00008507435],"category_scores_gemma":[0.00049585,0.000051583498,0.000026989575,0.0002650269,0.00041244936,0.00005850345,0.00004546652,0.00015575934,0.00001803728],"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":[0.000048520822,0.000048481365,0.023736687,0.0000070764772,0.0000010041946,0.0000021335945,0.000020004018,0.0000010997834,0.8947066,0.079277076,0.000106056024,0.0020452715],"study_design_scores_gemma":[0.00022397931,0.0000764197,0.12671235,0.000039159822,0.0000012155857,7.448669e-7,0.000030639236,0.00040415378,0.8656109,0.0062626656,0.0005935346,0.000044230103],"about_ca_topic_score_codex":0.000020179164,"about_ca_topic_score_gemma":0.000039830873,"teacher_disagreement_score":0.10297567,"about_ca_system_score_codex":0.000005456828,"about_ca_system_score_gemma":0.0003075011,"threshold_uncertainty_score":0.21035141},"labels":[],"label_agreement":null},{"id":"W4408842522","doi":"10.1051/bioconf/202516801012","title":"The pollution status of Banten Bay waters based on physical and chemical parameters using CCME index","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":2,"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":"Bay; Index (typography); Environmental science; Pollution; Marine pollution; Oceanography; Geology; Ecology; Computer science","score_opus":0.0289947581192678,"score_gpt":0.2863970755107596,"score_spread":0.2574023173914918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408842522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961832,0.0000081665985,0.00041060115,0.0007927771,0.00006106854,0.00008518105,0.000012651207,0.000006082888,0.002440245],"genre_scores_gemma":[0.99970245,0.000012802281,0.00013476367,0.00010499825,0.0000044130525,0.000002376417,0.0000021277178,0.000001478926,0.000034615256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992772,0.0000833232,0.00015870272,0.00012882933,0.00019350063,0.00015849597],"domain_scores_gemma":[0.9996643,0.0000988111,0.00007743419,0.00011093616,0.000007392294,0.000041124484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015895152,0.000074510164,0.00012011449,0.000027709992,0.0000586826,0.000019568912,0.00010739774,0.000035563447,0.00003219508],"category_scores_gemma":[0.000023954626,0.000046572233,0.000036158675,0.00010139671,0.00057016895,0.000041951953,0.000050058057,0.000052249095,0.0000018307151],"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":[0.00040113323,0.00034540877,0.8172296,0.000059213504,0.00006659248,6.3851485e-7,0.00069211575,0.0023944133,0.146561,0.011732821,0.00024607172,0.020270975],"study_design_scores_gemma":[0.00081178575,0.00016989854,0.6386458,0.00012161418,0.00004126019,2.728185e-7,0.0005677159,0.13454157,0.2180411,0.0018827879,0.004995426,0.0001807232],"about_ca_topic_score_codex":0.0005425159,"about_ca_topic_score_gemma":0.000027025928,"teacher_disagreement_score":0.17858379,"about_ca_system_score_codex":0.00004257598,"about_ca_system_score_gemma":0.00011115189,"threshold_uncertainty_score":0.21008113},"labels":[],"label_agreement":null},{"id":"W4409173277","doi":"10.1051/bioconf/202517102014","title":"The relationship between phytoplankton community structure and water conditions at Margagiri-Grenyang coastal waters, Banten Bay","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Marine and Coastal Ecosystems","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":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Bay; Phytoplankton; Environmental science; Oceanography; Community structure; Hydrology (agriculture); Geology; Ecology; Biology; Geotechnical engineering; Nutrient","score_opus":0.020130613906669495,"score_gpt":0.23898551988325464,"score_spread":0.21885490597658513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409173277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493481,0.000019483949,0.000011873201,0.00070660835,0.00008737028,0.00013724476,0.00014094362,0.00001613762,0.049532272],"genre_scores_gemma":[0.9970572,0.000010649061,0.0000074572476,0.000033940174,0.000015632084,0.0000067853184,0.00015328088,0.0000032663504,0.0027117613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991554,0.00018459889,0.00021644883,0.00012631722,0.00014133025,0.00017590851],"domain_scores_gemma":[0.9992656,0.00038859897,0.000062722334,0.00022509691,0.000014139051,0.00004383221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024541427,0.00011102716,0.0001492327,0.000030517655,0.00064612966,0.000056142297,0.0002506787,0.000067839675,0.0005369234],"category_scores_gemma":[0.000035320005,0.00006263748,0.00003163774,0.0000827591,0.0004281953,0.000094549156,0.00047156098,0.00017546506,0.000021922926],"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":[0.000009613134,0.00000694727,0.9950683,0.000020017356,0.000016784294,3.1092392e-7,0.00013161884,0.0000014205067,0.0012678297,0.001593645,0.00089341035,0.0009900702],"study_design_scores_gemma":[0.00017463126,0.000034817924,0.96816397,0.00003052879,0.000022417627,0.000001811813,0.00042028804,0.000045963836,0.004894551,0.0034858298,0.022640655,0.00008454128],"about_ca_topic_score_codex":0.0011510327,"about_ca_topic_score_gemma":0.012663392,"teacher_disagreement_score":0.04770916,"about_ca_system_score_codex":0.000016147524,"about_ca_system_score_gemma":0.000036402824,"threshold_uncertainty_score":0.706647},"labels":[],"label_agreement":null},{"id":"W4409341788","doi":"10.1051/bioconf/202517201003","title":"Preliminary evaluation of biomass and lipid production potential of Nannochloropsis sp. under optimal conditions with different wastewater samples for Exopolymeric substances (EPS) production","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Algal biology and biofuel production","field":"Energy","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":"Nuclear Waste Management Organization","funders":"","keywords":"Biomass (ecology); Wastewater; Production (economics); Chemistry; Biotechnology; Food science; Pulp and paper industry; Biology; Environmental science; Agronomy; Environmental engineering; Engineering","score_opus":0.031438523681596726,"score_gpt":0.27209212564499674,"score_spread":0.24065360196340002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409341788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540573,0.0015120606,0.00045907137,0.0009004465,0.00086045347,0.00061842403,0.000038199516,0.000023831342,0.00018180744],"genre_scores_gemma":[0.99885535,0.0002270862,0.00026855996,0.0000033001409,0.00015841254,0.00010196077,0.00023452156,0.000006600524,0.00014419312],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986412,0.00014832984,0.00041545246,0.00039720815,0.00025126588,0.00014653198],"domain_scores_gemma":[0.9986331,0.00004772654,0.00037961645,0.00020279609,0.0007158667,0.000020887237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037513618,0.00017183207,0.00032460672,0.00022828927,0.00011424139,0.000010172632,0.00009470428,0.00012377581,0.00006306519],"category_scores_gemma":[0.000100179226,0.00011961174,0.00005876435,0.00024149333,0.00070095266,0.0001666124,0.00002535243,0.0000507856,2.3260624e-7],"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":[0.0021916828,0.0003678486,0.019057639,0.0006493029,0.0004318471,7.608363e-8,0.00020883958,0.00076886005,0.95514435,0.009050827,0.00011843929,0.012010277],"study_design_scores_gemma":[0.00053821446,0.00076476467,0.11310583,0.00018440616,0.00045339298,0.000004987064,0.0013866179,0.00035774635,0.88040996,0.0025205952,0.00014088006,0.00013262166],"about_ca_topic_score_codex":0.00014696016,"about_ca_topic_score_gemma":0.00018028941,"teacher_disagreement_score":0.094048195,"about_ca_system_score_codex":0.000020430085,"about_ca_system_score_gemma":0.00030513055,"threshold_uncertainty_score":0.4877625},"labels":[],"label_agreement":null},{"id":"W4409341990","doi":"10.1051/bioconf/202517201002","title":"Cellulase extraction from <i>Pseudomonas fluorescens</i> for efficient enzymatic hydrolysis and fermentation with <i>Pichia fermentans</i> and <i>Saccharomyces cerevisiae</i> for cellulosic bioethanol production","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Biofuel production and bioconversion","field":"Engineering","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":"Nuclear Waste Management Organization","funders":"","keywords":"Cellulosic ethanol; Cellulase; Fermentation; Pseudomonas fluorescens; Biofuel; Chemistry; Food science; Hydrolysis; Saccharomyces cerevisiae; Enzymatic hydrolysis; Pseudomonas; Yeast; Pulp and paper industry; Biochemistry; Cellulose; Biotechnology; Biology; Bacteria; Engineering","score_opus":0.010666348889752155,"score_gpt":0.2259325037275544,"score_spread":0.21526615483780226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409341990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897995,0.0016115119,0.005432262,0.0008301265,0.0006058531,0.0013229084,0.0000814004,0.0001089439,0.00020746658],"genre_scores_gemma":[0.9971427,0.00070532324,0.0016611837,0.000034699056,0.000070316266,0.00012112721,0.0001074237,0.000014439167,0.00014282794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989666,0.000026291831,0.00031445868,0.0003860834,0.00013634934,0.00017021499],"domain_scores_gemma":[0.9995037,0.00006968819,0.00012214754,0.00015326726,0.0000993343,0.000051920044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015401492,0.00021656023,0.00027179488,0.00016450725,0.0001253155,0.000068945796,0.00007323233,0.00010180626,0.000016620861],"category_scores_gemma":[0.00001399599,0.0001797702,0.000050459457,0.00017311191,0.00014358113,0.0001347813,0.000016349793,0.000066739776,0.0000010123645],"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":[0.00031396633,0.0000984639,0.0036814956,0.0015397731,0.00014901764,2.3154183e-7,0.00018500845,0.00015800081,0.9852176,0.00025249142,0.0010361759,0.0073677874],"study_design_scores_gemma":[0.001306401,0.00019269482,0.0017804047,0.00024223249,0.00029077913,0.0000026474816,0.0007553979,0.016915226,0.9722518,0.00027785354,0.005744008,0.0002405745],"about_ca_topic_score_codex":0.00003084288,"about_ca_topic_score_gemma":0.000014873306,"teacher_disagreement_score":0.016757226,"about_ca_system_score_codex":0.000028335844,"about_ca_system_score_gemma":0.00007860547,"threshold_uncertainty_score":0.7330816},"labels":[],"label_agreement":null},{"id":"W4411159217","doi":"10.1051/bioconf/202517901017","title":"Efficiency of using the immunomodulatory probiotic “Sibersil®” in feeding pigs","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Animal Nutrition and Health","field":"Agricultural and Biological Sciences","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":"Debiopharm Group (Canada)","funders":"","keywords":"Probiotic; Biology; Food science; Bacteria; Genetics","score_opus":0.04439976288216113,"score_gpt":0.27317593275670976,"score_spread":0.22877616987454863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411159217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934725,0.00056571653,0.000003975156,0.000938828,0.00007047337,0.0001482838,0.0000052439664,0.00000821765,0.004786743],"genre_scores_gemma":[0.99975383,0.0000804595,0.00003085681,0.00007144747,0.000017263854,0.000001418259,0.0000018950302,1.8180124e-7,0.000042650765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993802,0.00004607013,0.00024422244,0.00010902286,0.000096276584,0.00012423376],"domain_scores_gemma":[0.9996713,0.00010593843,0.00010712099,0.00003094497,0.00006826112,0.000016445738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023892272,0.00006135267,0.0001516702,0.000028381874,0.00007876948,0.000012577109,0.00020903884,0.00005074301,0.0000944807],"category_scores_gemma":[0.000024019782,0.00002095311,0.000046748555,0.00037399272,0.00016597632,0.000036933794,0.000036394376,0.00006446364,8.4803514e-7],"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":[0.000059615173,0.0002141436,0.52178735,0.000096289594,0.000011440597,3.9737938e-7,0.00016077171,0.0000059410954,0.4266073,0.044667076,0.00011623163,0.0062734643],"study_design_scores_gemma":[0.00017710097,0.00016213118,0.9869449,0.00029431324,0.000008672398,5.6958726e-7,0.0025487125,0.00079044653,0.006720694,0.0008968123,0.0013760278,0.00007959413],"about_ca_topic_score_codex":0.0004978187,"about_ca_topic_score_gemma":0.0002810075,"teacher_disagreement_score":0.4651576,"about_ca_system_score_codex":0.000012714247,"about_ca_system_score_gemma":0.00014422645,"threshold_uncertainty_score":0.10344975},"labels":[],"label_agreement":null},{"id":"W4414998830","doi":"10.1051/bioconf/202518901024","title":"Computer-Assisted Semen Analysis in Indonesian Buffalo: Correlations with Plasma Membrane Integrity, DNA Fragmentation, and Acrosome Integrity","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Animal Genetics and Reproduction","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":"Artificial Insemination Center of Quebec","funders":"Lembaga Pengelola Dana Pendidikan; Badan Riset dan Inovasi Nasional","keywords":"Acrosome; Semen; Sperm; DNA fragmentation; Semen quality; Membrane integrity; Semen analysis; Motility","score_opus":0.014515024430494931,"score_gpt":0.26545375203078536,"score_spread":0.25093872760029046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414998830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99481165,0.0001877163,0.0035266487,0.00034860062,0.000075935684,0.00014419509,0.000015401381,0.0000064731107,0.0008833685],"genre_scores_gemma":[0.99862504,0.00024955382,0.000760072,0.00002484036,0.000033162778,0.000009751341,0.00013665622,0.0000034889918,0.00015742428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918157,0.00005639349,0.00024553033,0.00031744142,0.0000943018,0.00010474468],"domain_scores_gemma":[0.99952,0.0000160207,0.00010851473,0.0001655618,0.00015795913,0.00003192027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014901189,0.000116151394,0.00020760937,0.00019288601,0.000055069126,0.000033205186,0.00010688534,0.00013290488,0.000012181626],"category_scores_gemma":[0.000017778924,0.00009255097,0.000042934174,0.00044514317,0.00017967231,0.0000055692835,0.00006579422,0.000111682035,3.9186585e-7],"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":[0.00011646466,0.000121279365,0.91083807,0.00003539019,0.00034839823,7.0510265e-7,0.000068609545,0.00011516988,0.08376866,0.0013579319,0.000058149148,0.0031712002],"study_design_scores_gemma":[0.0006490966,0.00031376278,0.91907305,0.000048299156,0.00016620879,0.0000027668418,0.00052388746,0.0022065723,0.07560964,0.000068825066,0.0011939934,0.0001439167],"about_ca_topic_score_codex":0.00029423027,"about_ca_topic_score_gemma":0.0030104667,"teacher_disagreement_score":0.008234988,"about_ca_system_score_codex":0.000007827694,"about_ca_system_score_gemma":0.00031310567,"threshold_uncertainty_score":0.37741187},"labels":[],"label_agreement":null},{"id":"W4415362724","doi":"10.1051/bioconf/202519100008","title":"A Review: Nutritional and Bioactive Potential of Maluku Endemic Seaweed “<i>Porphyra sp.”</i> as Functional Feed Ingredient for Poultry","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","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":"","keywords":"Ingredient; Feed additive; Functional food; Algae; Health benefits; Dietary supplement; Digestive tract; Product (mathematics)","score_opus":0.03074332334678325,"score_gpt":0.261570278994273,"score_spread":0.23082695564748973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415362724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84389085,0.11082331,0.00013794393,0.029935088,0.002127441,0.0015061591,0.0014505294,0.00003999944,0.010088662],"genre_scores_gemma":[0.9804323,0.0149717,0.00023553269,0.0010738331,0.00039051755,0.00006916809,0.00025211734,0.0000024162766,0.00257246],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978143,0.00018587564,0.00067503506,0.0005770407,0.00037764962,0.0003700986],"domain_scores_gemma":[0.9975976,0.0006615854,0.00051234185,0.00009319901,0.0010045653,0.00013071933],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043657274,0.0003305052,0.0006670424,0.00009743322,0.00019533945,0.000050083218,0.00032702976,0.00030681415,0.0011085799],"category_scores_gemma":[0.0002657123,0.00018651836,0.00031292826,0.00053534977,0.001226747,0.00018331734,0.00016268744,0.0001962774,0.0000073127176],"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":[0.0018336393,0.0013822921,0.09633839,0.0031762794,0.0009334967,0.0000041069247,0.00005418008,0.000002289737,0.6927441,0.09564052,0.034623995,0.07326673],"study_design_scores_gemma":[0.00288883,0.0027467825,0.49082685,0.008461612,0.00091669225,0.000054494347,0.0043724934,0.00032819735,0.059293985,0.022024358,0.40718353,0.0009021739],"about_ca_topic_score_codex":0.0008630411,"about_ca_topic_score_gemma":0.000082553306,"teacher_disagreement_score":0.6334501,"about_ca_system_score_codex":0.000056801488,"about_ca_system_score_gemma":0.0007671361,"threshold_uncertainty_score":0.99980456},"labels":[],"label_agreement":null},{"id":"W4415363098","doi":"10.1051/bioconf/202519100032","title":"Sperm Quality in Cryopreserved Holstein Friesian Bull Semen and Bacterial Load as Affected by Different Extenders","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Sperm and Testicular Function","field":"Medicine","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":"Artificial Insemination Center of Quebec","funders":"","keywords":"Extender; Sperm; Yolk; Tris; Semen; Acrosome; Human fertilization; Capacitation","score_opus":0.02202041395624455,"score_gpt":0.29302219620832853,"score_spread":0.271001782252084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415363098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630163,0.010916196,0.00006603191,0.0028269668,0.00206219,0.000575051,0.00006082955,0.000036505557,0.020439938],"genre_scores_gemma":[0.9947776,0.0012662028,0.000018131885,0.00008202239,0.00019398783,0.000021439542,0.00011212491,0.0000107963715,0.0035176717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776924,0.00039166136,0.0006013358,0.0004662032,0.0003771537,0.00039440277],"domain_scores_gemma":[0.99884737,0.00030934563,0.00018194407,0.00031715236,0.0001782553,0.00016592318],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044908875,0.00031546265,0.00070717954,0.00016240672,0.000055689656,0.00007669238,0.00015215795,0.00032174503,0.0031162472],"category_scores_gemma":[0.0008623811,0.00027388375,0.0000922584,0.00026498068,0.0004906238,0.00010307633,0.00009430712,0.00023172492,0.000015969945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020980563,0.0016457406,0.64798146,0.0020841875,0.00054908823,0.000048191418,0.0008030773,4.4356167e-7,0.27019873,0.03268686,0.006130909,0.035773262],"study_design_scores_gemma":[0.0050411234,0.0007697322,0.9267371,0.0017222263,0.00027645894,0.000004860915,0.001832824,0.0004236982,0.044862002,0.0011651636,0.01685576,0.0003090384],"about_ca_topic_score_codex":0.0070738583,"about_ca_topic_score_gemma":0.0035270809,"teacher_disagreement_score":0.27875564,"about_ca_system_score_codex":0.000127994,"about_ca_system_score_gemma":0.0014740634,"threshold_uncertainty_score":0.99997133},"labels":[],"label_agreement":null},{"id":"W4415785789","doi":"10.1051/bioconf/202519300080","title":"Child Abuse in Indonesia: A National Trend Analysis and Health Promotion Response (2016-2024)","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Child Abuse and Trauma","field":"Psychology","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":"","keywords":"Psychological intervention; Promotion (chess); Child sexual abuse; Child abuse; Quarter (Canadian coin); Suicide prevention; Poison control; Health promotion; Occupational safety and health","score_opus":0.04120873452064705,"score_gpt":0.3471129500340177,"score_spread":0.30590421551337066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415785789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9212969,0.0119186435,0.00006678856,0.03440946,0.00072518643,0.00031680436,0.00013364274,0.000017503631,0.031115096],"genre_scores_gemma":[0.99266595,0.002255937,0.00003894731,0.00027264428,0.00007137334,0.000020026817,0.000043584565,0.0000055789465,0.0046259733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977815,0.000657691,0.00060940115,0.00044442975,0.00022535202,0.00028161638],"domain_scores_gemma":[0.9990972,0.00026435588,0.00025422923,0.00020783125,0.00009660151,0.00007977729],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012925488,0.00019695393,0.000532491,0.0015067314,0.000086994674,0.00004785448,0.00015977591,0.0002221698,0.0011540967],"category_scores_gemma":[0.000040360064,0.00019162346,0.000117353346,0.0017602481,0.00028442848,0.00009449432,0.00002726387,0.00023669412,0.000016035301],"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":[0.00085813715,0.0014965552,0.87069744,0.00015222708,0.001248343,0.000011588952,0.0033078426,0.0000050712124,0.000022444008,0.06931732,0.0033110285,0.049571976],"study_design_scores_gemma":[0.0018061032,0.0003173038,0.9724932,0.00052972906,0.0001976185,0.000005983581,0.00052411744,0.00016501042,0.000060475642,0.0008858543,0.02287448,0.00014017681],"about_ca_topic_score_codex":0.0011648719,"about_ca_topic_score_gemma":0.01655965,"teacher_disagreement_score":0.10179568,"about_ca_system_score_codex":0.00006491845,"about_ca_system_score_gemma":0.0015579982,"threshold_uncertainty_score":0.99975896},"labels":[],"label_agreement":null},{"id":"W4415785810","doi":"10.1051/bioconf/202519300062","title":"Brain Gym Effect On Cognitive Impairment Reduction Among Onion Farmers","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","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":"","keywords":"Cognition; Wilcoxon signed-rank test; Test (biology); Nonprobability sampling; Cognitive impairment; Cognitive training; Executive functions","score_opus":0.012945915356250818,"score_gpt":0.23331303488151936,"score_spread":0.22036711952526855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415785810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926891,0.00088334177,0.0000050738813,0.021498287,0.0021073509,0.0008748901,0.000022480728,0.000047031204,0.047670513],"genre_scores_gemma":[0.9562902,0.0007123907,0.00000773148,0.00027031093,0.00017988026,0.000047622812,0.00010986047,9.0006665e-7,0.042381093],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99826163,0.00026252485,0.00036882877,0.00044323984,0.0003066185,0.00035715642],"domain_scores_gemma":[0.9991665,0.00030690533,0.00022502756,0.00004785785,0.00014669365,0.00010701379],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004269823,0.0002973719,0.00034412785,0.00006485314,0.00021538495,0.00009659677,0.0002375843,0.00019154868,0.0012118784],"category_scores_gemma":[0.00009488761,0.00012244159,0.00017070475,0.00056649774,0.00038665446,0.00015782875,0.00011038541,0.00014320727,0.00007846967],"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":[0.0003903398,0.0005092869,0.14330985,0.00028845458,0.00038881585,0.0000058173714,0.00022541148,0.0000044884823,0.009509706,0.042245306,0.07720226,0.72592026],"study_design_scores_gemma":[0.00059121056,0.0026081414,0.8871083,0.0016999186,0.00013507952,0.0000010064977,0.003668746,0.000033072985,0.022138584,0.0005743994,0.08108596,0.00035552593],"about_ca_topic_score_codex":0.00068373105,"about_ca_topic_score_gemma":0.0002460024,"teacher_disagreement_score":0.7437985,"about_ca_system_score_codex":0.00007507563,"about_ca_system_score_gemma":0.00014147033,"threshold_uncertainty_score":0.99970114},"labels":[],"label_agreement":null},{"id":"W4415785920","doi":"10.1051/bioconf/202519300028","title":"Unlocking Electronic Medical Record Success: Readiness Assessment with the DOQ-IT Method","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Electronic Health Records Systems","field":"Health Professions","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":"","keywords":"Vendor; Medical record; Electronic medical record; Work (physics); Quality (philosophy); Information technology; Quarter (Canadian coin); Medical information","score_opus":0.04690402444216106,"score_gpt":0.46377629271068754,"score_spread":0.41687226826852647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415785920","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05068755,0.033775106,0.08444911,0.57201433,0.0087377345,0.0044773254,0.000044773293,0.00019683501,0.24561726],"genre_scores_gemma":[0.9596034,0.010173739,0.0012190486,0.0033430965,0.000775048,0.0004587096,0.000016598828,0.00004335616,0.024366997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.986747,0.0070279976,0.0019396922,0.0008226787,0.0013198097,0.0021427716],"domain_scores_gemma":[0.98940575,0.007115235,0.0012595347,0.00092374254,0.00092433026,0.00037139087],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0113408305,0.00054528733,0.0013382179,0.00034420568,0.00089767727,0.00007305641,0.0015215396,0.0011133174,0.0043579186],"category_scores_gemma":[0.00072586746,0.00034804217,0.00016164289,0.001528229,0.0006937399,0.00019602456,0.00026907757,0.0033614584,0.000056465764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023607371,0.00027064327,0.12933646,0.0039747264,0.00063311827,0.000013413213,0.0009163082,0.0000058839396,0.000035858753,0.5072241,0.041261543,0.31609187],"study_design_scores_gemma":[0.0016499187,0.0009241086,0.010337183,0.010751285,0.00030359198,0.000016310672,0.0066893403,0.006570547,0.00014446648,0.00300497,0.95918405,0.00042420402],"about_ca_topic_score_codex":0.015074867,"about_ca_topic_score_gemma":0.08702828,"teacher_disagreement_score":0.91792256,"about_ca_system_score_codex":0.0009495863,"about_ca_system_score_gemma":0.10491003,"threshold_uncertainty_score":0.9998972},"labels":[],"label_agreement":null},{"id":"W4416455603","doi":"10.1051/bioconf/202519602003","title":"Bibliometric insights and content analysis of diatom paleolimnology in lakes: Global perspectives and Indonesian contributions over the last decade","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","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":"Universitas Diponegoro","keywords":"Paleolimnology; Diatom; China; Biogeosciences; Scopus; Trend analysis; Limnology; Bibliometrics","score_opus":0.033025617585553564,"score_gpt":0.29547609471679104,"score_spread":0.2624504771312375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416455603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85443723,0.13818924,0.000019517058,0.0030600484,0.00015526237,0.00018149985,0.0002707437,0.000004066493,0.0036824052],"genre_scores_gemma":[0.97823715,0.021591948,0.000008302571,0.000048262704,0.000009893791,0.0000036030476,0.00002869222,6.416776e-7,0.000071511866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981286,0.00063156046,0.00041702104,0.00031887152,0.0001630046,0.00034094922],"domain_scores_gemma":[0.99769133,0.0016497907,0.00017348486,0.00016189294,0.0002400753,0.00008340095],"candidate_categories":["bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.00053036225,0.00015808652,0.0006348068,0.009280163,0.0001445783,0.000036874426,0.00026193823,0.00033095872,0.00036104803],"category_scores_gemma":[0.0004219673,0.00010942037,0.00008141296,0.02650377,0.0033946154,0.00010672659,0.000059862134,0.00023980183,0.000002743791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076379365,0.00007120859,0.9271483,0.000050317307,0.0007729899,0.000007786002,0.00041347413,0.0000128385145,0.000004697317,0.0691948,0.000021198748,0.0022260111],"study_design_scores_gemma":[0.0006650583,0.00016560267,0.989273,0.000056254798,0.00044037262,0.0000070748197,0.0054861307,0.0017978655,0.000026099366,0.0013326549,0.0006576133,0.00009227926],"about_ca_topic_score_codex":0.002631244,"about_ca_topic_score_gemma":0.1632316,"teacher_disagreement_score":0.16060036,"about_ca_system_score_codex":0.0000034414093,"about_ca_system_score_gemma":0.0007097364,"threshold_uncertainty_score":0.9993176},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W7105649820","doi":"10.1051/bioconf/202519503003","title":"Effect of Tobacco Product Types on Cardiovascular Disease Risk Factors","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Smoking Behavior and Cessation","field":"Medicine","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 British Columbia","funders":"","keywords":"Smokeless tobacco; Disease; Public health; Logistic regression; Product (mathematics); Diabetes mellitus; Cigarette smoking; Risk factor; Cardiovascular health","score_opus":0.020854379591655127,"score_gpt":0.28943415996541877,"score_spread":0.2685797803737636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105649820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97345525,0.017867627,0.000019062438,0.00017522153,0.0026126048,0.00047692828,0.00008392104,0.000022015824,0.0052873623],"genre_scores_gemma":[0.9970862,0.0017375487,0.0000021595342,0.000005891039,0.0001717144,0.000013125597,0.000036508336,0.000007885207,0.0009389375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832535,0.00042097954,0.0003020799,0.00031206515,0.00045155297,0.00018798855],"domain_scores_gemma":[0.9987139,0.0003414634,0.00015427874,0.0005301655,0.00017262931,0.000087548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083850534,0.00020425703,0.000582438,0.00018538818,0.000045458193,0.000014547461,0.00014358453,0.000110008514,0.0002819947],"category_scores_gemma":[0.0008650297,0.00015113126,0.00037599858,0.00028591105,0.00027387036,0.00004793081,0.00002704513,0.00015951581,0.000005455189],"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":[0.00026280427,0.00014028384,0.85165477,0.0006550743,0.0006871085,0.0000035959747,0.000060825605,0.00003806921,0.00011844517,0.0016362338,0.0002001944,0.14454259],"study_design_scores_gemma":[0.00075146544,0.0006680194,0.8849747,0.0015270477,0.0041202093,1.9742367e-7,0.00010247586,0.00003281835,0.097733684,0.000045834753,0.009928701,0.00011483348],"about_ca_topic_score_codex":0.0009814888,"about_ca_topic_score_gemma":0.0000072917937,"teacher_disagreement_score":0.14442776,"about_ca_system_score_codex":0.000040576037,"about_ca_system_score_gemma":0.0010196674,"threshold_uncertainty_score":0.6162954},"labels":[],"label_agreement":null},{"id":"W7114917896","doi":"10.1051/bioconf/202520401023","title":"Transformative Impact of AI on Early Diagnosis and Treatment of Lung Cancer with a Decade of Advances in Medical Imaging and Prognosis","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Transformative learning; Deep learning; Medical imaging; Convolutional neural network; Precision medicine; Lung cancer","score_opus":0.011623132890537399,"score_gpt":0.34639265623824506,"score_spread":0.33476952334770765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114917896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80496573,0.1899543,0.000008846619,0.003174333,0.00008060086,0.0007103409,0.00018877887,0.0000031287614,0.0009139555],"genre_scores_gemma":[0.79792774,0.20175882,0.00002562786,0.000019650694,0.000017420985,0.00022921556,0.0000037427253,0.0000055610585,0.000012231039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853903,0.0000789073,0.00056844484,0.0002536645,0.00033339064,0.00022659179],"domain_scores_gemma":[0.99883586,0.00047959608,0.00027107736,0.00011396862,0.000181575,0.00011792753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012564597,0.0002515001,0.0009392752,0.0002813772,0.000019122372,0.000007878278,0.000069184796,0.00009474974,0.00014768011],"category_scores_gemma":[0.000031284155,0.00015616945,0.00010556851,0.000314244,0.0007939656,0.00015571168,0.000013852749,0.00008312069,5.990317e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064607034,0.0012422184,0.7591822,0.0013974598,0.0007953279,0.000008544789,0.0022619134,0.000005689083,0.000022904045,0.0015057772,0.000025064379,0.23290679],"study_design_scores_gemma":[0.0056880363,0.005008317,0.93019384,0.020805366,0.0009915967,0.0000021690826,0.00083494245,0.00060930516,0.035335798,0.000068388574,0.00034343914,0.00011877273],"about_ca_topic_score_codex":0.0098478,"about_ca_topic_score_gemma":0.0036725223,"teacher_disagreement_score":0.23278801,"about_ca_system_score_codex":0.00018752553,"about_ca_system_score_gemma":0.0023835646,"threshold_uncertainty_score":0.9967457},"labels":[],"label_agreement":null},{"id":"W7117149948","doi":"10.1051/bioconf/202520701011","title":"Performance and hematological profile of broiler chickens administered by ethanol extract of African leaves ( <i>Vernonia amygdalina</i> )","year":2025,"lang":"fr","type":"article","venue":"BIO Web of Conferences","topic":"Moringa oleifera research and applications","field":"Agricultural and Biological Sciences","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 Saskatchewan","funders":"Universitas Syiah Kuala","keywords":"Broiler; Hematology; Feed conversion ratio; Body weight; Feed additive","score_opus":0.03481055591505458,"score_gpt":0.2769989560289834,"score_spread":0.2421884001139288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117149948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96249956,0.0042877314,0.00000614125,0.0047726156,0.000083260085,0.0003587488,0.00041020667,0.000012479787,0.027569255],"genre_scores_gemma":[0.9903645,0.002870879,0.00013527599,0.000024553727,0.000033508044,0.000036078236,0.00002867883,0.0000010915267,0.00650547],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983921,0.0001226816,0.0005518064,0.0003318442,0.00028494594,0.0003165955],"domain_scores_gemma":[0.99883664,0.0003747361,0.00032441103,0.00012100629,0.00022161768,0.00012158231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002688142,0.0001896865,0.0005008339,0.00003895387,0.000106320666,0.000031478972,0.00042239466,0.00019735587,0.0009025514],"category_scores_gemma":[0.00009046244,0.00009309919,0.00009803656,0.0004279177,0.0013399653,0.00009429437,0.00014885317,0.00016749339,0.000005379946],"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":[0.0002478871,0.0011106281,0.4235233,0.001077691,0.00010995952,0.0000014039958,0.00015209676,3.5096124e-7,0.40615028,0.03926797,0.0067759366,0.12158251],"study_design_scores_gemma":[0.00043006468,0.0017765665,0.34657434,0.0007938385,0.000051445422,0.000006355316,0.0012235821,0.00048354766,0.579518,0.00065686094,0.06819762,0.00028775484],"about_ca_topic_score_codex":0.0002884077,"about_ca_topic_score_gemma":0.00009412344,"teacher_disagreement_score":0.17336775,"about_ca_system_score_codex":0.000007760021,"about_ca_system_score_gemma":0.00030843026,"threshold_uncertainty_score":0.9882305},"labels":[],"label_agreement":null}]}