{"meta":{"query_hash":"7c6aa4df46f4","filters":{"venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))"},"cohort_total":19,"direct_labels_cover":0,"predictions_cover":19,"exported":19,"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/7c6aa4df46f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=DORA+Empa+%28Swiss+Federal+Laboratories+for+Materials+Science+and+Technology+%28Empa%29%29"},"results":[{"id":"W1918680068","doi":"","title":"Ozone-Depleting Substances (ODSs) and Related Chemicals","year":2011,"lang":"en","type":"book-chapter","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":104,"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":"Ozone; Environmental science; Geography; Meteorology","score_opus":0.010275558933290933,"score_gpt":0.20749632051609213,"score_spread":0.1972207615828012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918680068","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":[0.9742053,0.0040212763,0.0000037230304,0.00087838323,0.0007247684,0.0006314271,0.0008701928,0.00041276732,0.018252151],"genre_scores_gemma":[0.9879175,0.0008868195,0.00078175636,0.00012728543,0.00020571683,0.000018655795,0.00018741928,0.000034813584,0.009840045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99670786,0.000016671558,0.0007466441,0.0012244853,0.00043732428,0.000867033],"domain_scores_gemma":[0.9980325,0.000104553954,0.0005718078,0.00047812087,0.00054309604,0.00026991803],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008784665,0.0006558639,0.0009400148,0.00008505952,0.0012866086,0.000458478,0.00070626795,0.00097350095,0.0013242912],"category_scores_gemma":[0.0003285685,0.00056013226,0.00004925799,0.0004711281,0.0039997445,0.0006189989,0.00015130277,0.0003792231,0.00004073081],"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":[0.0011418593,0.00011973077,0.04396032,0.0020547046,0.0005990418,0.0003441804,0.002193355,0.000005309541,0.7043353,0.20767374,0.0035850424,0.033987433],"study_design_scores_gemma":[0.0010964312,0.0005966622,0.0007439505,0.0005046669,0.00015619294,0.00019390832,0.0008145402,0.000012859885,0.7204199,0.22098438,0.05229859,0.002177945],"about_ca_topic_score_codex":0.0001279074,"about_ca_topic_score_gemma":0.00010368775,"teacher_disagreement_score":0.04871355,"about_ca_system_score_codex":0.000024754127,"about_ca_system_score_gemma":0.00036498436,"threshold_uncertainty_score":0.999685},"labels":[],"label_agreement":null},{"id":"W2972909200","doi":"","title":"Carbon fiber reinforced composites proved to be very successful in construction during a quarter of a century","year":2016,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","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":"Quarter (Canadian coin); Composite material; Fiber; Fiber-reinforced composite; Carbon fibers; Materials science; Forensic engineering; Composite number; Engineering; History; Archaeology","score_opus":0.004401134521519521,"score_gpt":0.21068503789819235,"score_spread":0.20628390337667282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972909200","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":[0.9977211,0.00004556006,0.000008941345,0.0005959206,0.00047795993,0.00066817197,0.0001272265,0.00031406796,0.000041060568],"genre_scores_gemma":[0.9988181,0.0000184528,0.0009195934,0.000019728803,0.000038032606,0.00013445798,0.000006690371,0.000025438683,0.000019487597],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982308,0.000013002102,0.000515572,0.0003950463,0.0002608002,0.00058474333],"domain_scores_gemma":[0.9989589,0.000035516005,0.00012425886,0.00033192727,0.00044352014,0.00010591953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020312924,0.00028889888,0.00048003104,0.0005644542,0.00017941534,0.00012782511,0.00035187215,0.00023803233,0.00002643356],"category_scores_gemma":[0.00016489248,0.00022883699,0.000023681332,0.0011735931,0.0007879911,0.00065897754,0.00012816286,0.000089086985,0.0000020214814],"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":[0.0001102893,8.2301557e-7,0.003516894,0.00009293789,0.000010579546,0.0000033261404,0.00021619712,0.000017686843,0.9939151,0.0015598325,0.0000067258884,0.00054963265],"study_design_scores_gemma":[0.0008594571,0.0001776948,0.0011889432,0.00011834174,0.000011890109,0.000018237035,0.0007924207,0.000029574343,0.9961558,0.00022989573,0.00010208663,0.0003156708],"about_ca_topic_score_codex":0.000085755266,"about_ca_topic_score_gemma":0.00001752637,"teacher_disagreement_score":0.0023279507,"about_ca_system_score_codex":0.00019006585,"about_ca_system_score_gemma":0.00012312044,"threshold_uncertainty_score":0.93317014},"labels":[],"label_agreement":null},{"id":"W4297582840","doi":"10.48465/fa.2020.0177","title":"Effects of noise on performance and perceived annoyance in Stroop tasks","year":2020,"lang":"en","type":"preprint","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Motor Control and Adaptation","field":"Neuroscience","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":"University of Regina","funders":"Bundesamt für Umwelt","keywords":"Annoyance; Stroop effect; Noise (video); Computer science; Audiology; Psychology; Cognitive psychology; Artificial intelligence; Cognition; Computer vision; Medicine; Neuroscience","score_opus":0.014761732807757328,"score_gpt":0.25453012704268635,"score_spread":0.23976839423492902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297582840","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":[0.99509394,0.00015969375,0.000020783025,0.0019193778,0.00068520766,0.00150067,0.0004296673,0.00016460114,0.000026063173],"genre_scores_gemma":[0.9986206,0.00030302638,0.00025549214,0.00030689398,0.0000903267,0.00035573353,0.000015921583,0.000030128756,0.000021865397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9969185,0.00008874259,0.0005977247,0.0013038642,0.00047571666,0.00061543414],"domain_scores_gemma":[0.9984198,0.00016614822,0.00046180433,0.00041238507,0.00040234727,0.00013748],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005091108,0.00047246262,0.00087658945,0.0005115215,0.00049100874,0.00032758733,0.0007025926,0.00043513038,0.000004549791],"category_scores_gemma":[0.0018740069,0.00042033626,0.00003118267,0.0011487065,0.0018217723,0.00049973145,0.0005858326,0.00039877126,0.0000031015609],"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":[0.00030041081,0.000065995686,0.0012982894,0.0007733528,0.0000052247246,0.000013097206,0.0004558137,0.000019466588,0.99051625,0.0054646796,0.000016186166,0.0010712264],"study_design_scores_gemma":[0.00116875,0.0008057985,0.016432738,0.00035750802,0.00002004735,0.000004625702,0.00019360083,0.00047363614,0.97418797,0.0056878566,0.00023462865,0.00043284908],"about_ca_topic_score_codex":0.00005154701,"about_ca_topic_score_gemma":0.000019115558,"teacher_disagreement_score":0.016328296,"about_ca_system_score_codex":0.0000863592,"about_ca_system_score_gemma":0.00045391012,"threshold_uncertainty_score":0.9998248},"labels":[],"label_agreement":null},{"id":"W6889952001","doi":"10.3217/978-3-85125-786-1-65","title":"A REVIEW ON COUNTRY SPECIFIC DATA AVAILABILITY AND ACQUISITION TECHNIQUES FOR CITY QUARTER INFORMATION MODELLING FOR BUILDING ENERGY ANALYSIS","year":2021,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Building Energy and Comfort Optimization","field":"Engineering","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":"Work (physics); Data acquisition; Data processing; Energy (signal processing); Geographic information system; Building energy simulation; Quarter (Canadian coin); Information system","score_opus":0.01495383725958073,"score_gpt":0.25013079377857816,"score_spread":0.23517695651899745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889952001","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":[0.45994538,0.003869961,0.531337,0.0010586592,0.00040647158,0.0009081772,0.001787857,0.00066605926,0.000020389103],"genre_scores_gemma":[0.96054757,0.0031678004,0.03415592,0.00037255572,0.00008726022,0.00043320179,0.0012116233,0.000019578223,0.000004495213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986186,0.000015410504,0.00043797883,0.0004491236,0.00015587358,0.00032301949],"domain_scores_gemma":[0.9985054,0.000059315425,0.00012867393,0.00050418836,0.0007495024,0.000052927127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000899526,0.00021297541,0.00042238954,0.0002824019,0.00057823653,0.00036161114,0.00027433175,0.0002086703,0.000007438154],"category_scores_gemma":[0.00013334143,0.00020441739,0.000026987527,0.001419959,0.00022718008,0.0013383755,0.00010138513,0.000059355876,1.0380431e-7],"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":[0.0008790273,0.0003301223,0.0014248599,0.011164404,0.0010191227,0.0000040967097,0.0006135906,0.04460246,0.33479103,0.5474197,0.016343134,0.041408427],"study_design_scores_gemma":[0.00056192215,0.00024299585,0.000020914167,0.000477869,0.00026267717,0.0000075326375,0.00024334763,0.10459381,0.824299,0.019339822,0.049278807,0.0006713404],"about_ca_topic_score_codex":0.000012584669,"about_ca_topic_score_gemma":0.000018412076,"teacher_disagreement_score":0.52807987,"about_ca_system_score_codex":0.00007997404,"about_ca_system_score_gemma":0.00009332947,"threshold_uncertainty_score":0.8335899},"labels":[],"label_agreement":null},{"id":"W6983468965","doi":"","title":"Model updating and damage detection of an aluminum truss with double eigenvalues","year":2007,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Census and Population Estimation","field":"Mathematics","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":"Eigenvalues and eigenvectors; Truss; Finite element method; Eigenvalue perturbation; Vibration; Eigenvalues and eigenvectors of the second derivative; Modal matrix","score_opus":0.028428209256840347,"score_gpt":0.317450251358821,"score_spread":0.2890220421019806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983468965","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":[0.9970917,0.000023720297,0.0018250917,0.00019080364,0.00010863987,0.00047347313,0.00006652812,0.00016546635,0.00005458729],"genre_scores_gemma":[0.9812139,0.0000049139057,0.018631049,0.000021173058,0.00004259001,0.000030046067,0.000019097295,0.000021345286,0.000015839662],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99851847,0.000016102862,0.00044087393,0.00038084053,0.00027819228,0.0003655057],"domain_scores_gemma":[0.99854225,0.00004597452,0.0003238602,0.00027617268,0.000726195,0.000085553576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014257439,0.0001968792,0.00033838517,0.00029459526,0.00072445965,0.00016290978,0.00016927822,0.0001837615,0.0000050752537],"category_scores_gemma":[0.00023018115,0.00016165049,0.000010449163,0.000821216,0.0008092856,0.0008599027,0.000077208155,0.00007411719,3.393565e-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":[0.00033126978,0.00007018864,0.0046259253,0.00018679882,0.000014190744,0.0000019567556,0.0010292805,0.000026292564,0.811522,0.18015993,0.0000075717385,0.0020245658],"study_design_scores_gemma":[0.0007524914,0.000358578,0.0012151122,0.000035946392,0.000027529124,0.000014091304,0.0019573995,0.002125274,0.9214309,0.07183074,0.000031998392,0.00021992737],"about_ca_topic_score_codex":0.000067621004,"about_ca_topic_score_gemma":0.0003498702,"teacher_disagreement_score":0.10990888,"about_ca_system_score_codex":0.000045435063,"about_ca_system_score_gemma":0.00012638286,"threshold_uncertainty_score":0.6591916},"labels":[],"label_agreement":null},{"id":"W6987864597","doi":"","title":"An urban fine smithing quarter in the &lt;em&gt;oppidum&lt;/em&gt; of Rheinau (canton Zürich, Switzerland)","year":2014,"lang":"en","type":"other","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"","field":"","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":"Settlement (finance); Excavation; Brick; Quarter (Canadian coin); Metalworking; Period (music)","score_opus":0.007762264657975731,"score_gpt":0.24862493612180223,"score_spread":0.2408626714638265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987864597","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":[0.9871683,0.0013391484,0.00004461499,0.0011558732,0.0016097982,0.0026513801,0.002536596,0.0011547019,0.0023395927],"genre_scores_gemma":[0.99475265,0.000071156566,0.000990123,0.00023979085,0.00067653804,0.00057639444,0.00032351987,0.0006830721,0.0016867507],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9919999,0.00043271578,0.0016737366,0.0021814234,0.0016209028,0.0020912823],"domain_scores_gemma":[0.9940172,0.00015579369,0.0018289567,0.0023814584,0.0013242537,0.0002923311],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0054079676,0.0014485106,0.0024142668,0.0026378948,0.0011124712,0.0013155984,0.00345703,0.0017323835,0.00030113367],"category_scores_gemma":[0.0011242272,0.0010858406,0.000111268426,0.00541024,0.0040487163,0.0010519593,0.00046172424,0.00063173805,0.00012390883],"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":[0.00049307075,0.0005411254,0.006101385,0.00079569395,0.00015135632,0.000056729976,0.004783636,0.0000030487197,0.84927624,0.042018402,0.09494718,0.0008320934],"study_design_scores_gemma":[0.006682864,0.0050682276,0.0026249096,0.00188185,0.00044672273,0.00016120069,0.011787329,0.00009646304,0.64930266,0.020758666,0.29618052,0.0050085937],"about_ca_topic_score_codex":0.00042004793,"about_ca_topic_score_gemma":0.0056381673,"teacher_disagreement_score":0.20123334,"about_ca_system_score_codex":0.0002740536,"about_ca_system_score_gemma":0.0010479203,"threshold_uncertainty_score":0.99982643},"labels":[],"label_agreement":null},{"id":"W6997229421","doi":"","title":"An urban fine smithing quarter in the oppidum of Rheinau (canton Zürich, Switzerland)","year":2014,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Metallurgy and Cultural Artifacts","field":"Social 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":"Settlement (finance); Excavation; Quarter (Canadian coin); Brick; Metalworking; Period (music)","score_opus":0.011034142244139605,"score_gpt":0.2824354331283163,"score_spread":0.2714012908841767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997229421","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":[0.9913653,0.000056688805,0.000024293824,0.0070513957,0.00040502704,0.0004606949,0.000013127216,0.000106339336,0.00051710627],"genre_scores_gemma":[0.9991404,0.000018028237,0.00024806007,0.00026563642,0.00017293153,0.00007372838,0.00001070527,0.000009469843,0.00006108197],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976337,0.00023952308,0.0004610997,0.00047962062,0.0005161071,0.0006699679],"domain_scores_gemma":[0.99857575,0.000099398734,0.00024879334,0.00037743524,0.0005828137,0.00011583443],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039057818,0.00021855677,0.0004251556,0.00021380719,0.0015985236,0.00043137703,0.0009193392,0.00024695092,0.00007361027],"category_scores_gemma":[0.0009965781,0.0001440189,0.000026617916,0.0017043081,0.0021005666,0.0010636842,0.00007760645,0.00014445656,0.000009886368],"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":[0.0001348818,0.00019260882,0.020490821,0.00007920301,0.000018172053,0.000006253668,0.029966546,0.0000032740954,0.5209988,0.4224967,0.00038469935,0.0052280817],"study_design_scores_gemma":[0.0013457105,0.0015729583,0.010081291,0.00012365585,0.00004727572,0.000011486432,0.05916301,0.00005961152,0.8052711,0.09039708,0.031045252,0.00088159],"about_ca_topic_score_codex":0.0007578708,"about_ca_topic_score_gemma":0.0023170789,"teacher_disagreement_score":0.33209962,"about_ca_system_score_codex":0.00004724347,"about_ca_system_score_gemma":0.00028084105,"threshold_uncertainty_score":0.99970126},"labels":[],"label_agreement":null},{"id":"W7000378206","doi":"","title":"Evaluation of renewable energy sources integration potential in a new development area","year":2015,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Integrated Energy Systems Optimization","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":"Renewable energy; Electricity; Identification (biology); Energy (signal processing); Energy engineering; Quarter (Canadian coin); Efficient energy use; Energy development","score_opus":0.018862159447050064,"score_gpt":0.2364499709233573,"score_spread":0.21758781147630724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000378206","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":[0.99209046,0.00034689222,0.0060758935,0.00013546375,0.0006535089,0.0002913618,0.000017575361,0.00021708864,0.00017176643],"genre_scores_gemma":[0.9966003,0.00001528703,0.0030632652,0.000011343061,0.00005524856,0.00012218025,0.000053885604,0.00002277414,0.000055729342],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99818003,0.000047702313,0.0005257745,0.0003161001,0.0005789119,0.00035148187],"domain_scores_gemma":[0.99752593,0.000010203526,0.00014397698,0.0002031165,0.0020282553,0.00008853514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017590055,0.00021864001,0.00033526463,0.00060639635,0.00016503806,0.00016778582,0.00024923024,0.000261914,0.0000117598665],"category_scores_gemma":[0.00047040617,0.00019844092,0.000011176917,0.001591913,0.0002515838,0.00063676696,0.000055852764,0.000059439757,0.0000011589684],"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":[0.000086319866,0.000054852757,0.000809085,0.00005829877,0.000046610454,0.0000020773828,0.00198711,0.110880785,0.87087184,0.0072452156,0.0007732595,0.0071845674],"study_design_scores_gemma":[0.00071086455,0.00009537937,0.00008247418,0.00007702345,0.000019634877,0.000004411873,0.0017059568,0.017525023,0.97337335,0.005537967,0.00064540136,0.00022251479],"about_ca_topic_score_codex":0.0014447381,"about_ca_topic_score_gemma":0.0030567828,"teacher_disagreement_score":0.102501534,"about_ca_system_score_codex":0.0003804024,"about_ca_system_score_gemma":0.0012913139,"threshold_uncertainty_score":0.8092186},"labels":[],"label_agreement":null},{"id":"W7009896697","doi":"","title":"Fatigue of tubular bridge joints using welded or cast steel node solutions","year":2006,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Structural Load-Bearing Analysis","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":"University of Waterloo","funders":"","keywords":"Chord (peer-to-peer); Welding; Truss; Truss bridge; Brace; Bridge (graph theory); Stress (linguistics)","score_opus":0.025693413716839655,"score_gpt":0.2611128939112106,"score_spread":0.23541948019437098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009896697","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":[0.9974175,0.0002571675,0.00033561134,0.00027281707,0.00054413045,0.00030922375,0.00039779898,0.000424651,0.000041095795],"genre_scores_gemma":[0.99654543,0.00001691338,0.0031807732,0.000017050508,0.000107793916,0.00003720114,0.000028242848,0.00003699781,0.000029607068],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99785346,0.000021441509,0.0005843857,0.00047408807,0.00033380027,0.0007328329],"domain_scores_gemma":[0.99860066,0.000033820274,0.0001621909,0.00044743696,0.00066957116,0.00008632771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004231916,0.00032334804,0.00060724735,0.00053320825,0.0007910125,0.00025563268,0.0004303889,0.00026498127,0.000036891677],"category_scores_gemma":[0.00026496392,0.00028239726,0.000041741227,0.0022629458,0.0011592449,0.0005132708,0.00017652752,0.00012388788,0.0000032498624],"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":[0.000021614022,0.000014660654,0.0016245521,0.00009994992,0.000044557164,0.0000064584406,0.000072754745,0.00042914948,0.99383086,0.0036294125,0.000115343006,0.00011070824],"study_design_scores_gemma":[0.0003969875,0.00007532877,0.0020770486,0.00005854718,0.00006265516,0.000030341484,0.0002806619,0.0011827594,0.9927518,0.0025068305,0.0002303943,0.00034669222],"about_ca_topic_score_codex":0.00061580277,"about_ca_topic_score_gemma":0.00033031646,"teacher_disagreement_score":0.0028451618,"about_ca_system_score_codex":0.00015715511,"about_ca_system_score_gemma":0.00021153227,"threshold_uncertainty_score":0.9999628},"labels":[],"label_agreement":null},{"id":"W7015216346","doi":"","title":"In-situ performance of stratified air distribution systems in two Canadian buildings","year":2009,"lang":"en","type":"other","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"","field":"","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":"Displacement ventilation; ASHRAE 90.1; Thermal comfort; Ventilation (architecture); Natural ventilation; Spring (device); Humidity; Air velocity","score_opus":0.006531730183231065,"score_gpt":0.25521977179964483,"score_spread":0.24868804161641378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015216346","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":[0.9891128,0.00071890757,0.0000022267518,0.0005759286,0.0009812732,0.001894923,0.0046026916,0.00033604575,0.0017752048],"genre_scores_gemma":[0.99751717,0.000082666,0.00015800446,0.00005187733,0.00015561715,0.00027427508,0.0003813903,0.00022447105,0.0011545494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99556166,0.00007780123,0.0010640823,0.0011831473,0.00060576136,0.0015075188],"domain_scores_gemma":[0.99736214,0.000025957552,0.0008171001,0.00073894556,0.0007980617,0.00025778878],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017844944,0.0007257033,0.0014271957,0.0026862677,0.00043375118,0.00034759418,0.0010910307,0.000896033,0.000041711213],"category_scores_gemma":[0.00037599853,0.0007122699,0.000031697353,0.0053604417,0.0023544973,0.0008801976,0.00014640419,0.00035557154,0.000032859338],"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":[0.00039012224,0.00021672966,0.013256417,0.0011425336,0.00005680671,0.00007284507,0.00040012045,0.00003275076,0.86372626,0.09437582,0.025880331,0.00044923648],"study_design_scores_gemma":[0.0024616665,0.000752713,0.0025788096,0.001530684,0.00004817971,0.000043225646,0.0013620582,0.000031716536,0.91444284,0.0022339371,0.07289623,0.0016179648],"about_ca_topic_score_codex":0.06635819,"about_ca_topic_score_gemma":0.232664,"teacher_disagreement_score":0.16630581,"about_ca_system_score_codex":0.0010021641,"about_ca_system_score_gemma":0.002575697,"threshold_uncertainty_score":0.9995328},"labels":[],"label_agreement":null},{"id":"W7015469748","doi":"","title":"Standards on the assessment of existing timber structures - SIA 269","year":2010,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Civil and Structural Engineering Research","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":"Work (physics); Process (computing); Risk assessment; Quality (philosophy); Impact assessment","score_opus":0.012721368813460872,"score_gpt":0.3054794412508193,"score_spread":0.2927580724373584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015469748","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":[0.996938,0.000046247806,0.000059977898,0.00072290987,0.00081944343,0.0003248485,0.00036534813,0.0002651082,0.0004581283],"genre_scores_gemma":[0.9985957,0.000013271995,0.0011429548,0.000019939345,0.000105919564,0.000061729515,0.000008164866,0.000025550919,0.00002677157],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982967,0.000013073805,0.00030652212,0.00031234944,0.0005499161,0.0005214322],"domain_scores_gemma":[0.9986832,0.00009156584,0.000066787485,0.00038535846,0.00068980205,0.00008328196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093382836,0.00024213962,0.00033377524,0.00022766918,0.0005605043,0.00027990981,0.00050454005,0.00019193535,0.00008597784],"category_scores_gemma":[0.0006256166,0.00016108963,0.000022559405,0.00091529445,0.0010935982,0.00022575067,0.00013228405,0.00031897702,8.481561e-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":[0.000012733461,0.0000062911663,0.0005571143,0.00010198366,0.00001798547,0.000002016048,0.00011930466,0.00017012322,0.86185664,0.13604231,0.0002721789,0.00084130105],"study_design_scores_gemma":[0.00025808823,0.00017864487,0.0024636341,0.000032287717,0.000008575758,0.000010082604,0.0003898008,0.0007791607,0.97640145,0.015006303,0.004209389,0.00026259638],"about_ca_topic_score_codex":0.00001833497,"about_ca_topic_score_gemma":0.00003816403,"teacher_disagreement_score":0.12103601,"about_ca_system_score_codex":0.000075116164,"about_ca_system_score_gemma":0.0002528989,"threshold_uncertainty_score":0.65690446},"labels":[],"label_agreement":null},{"id":"W7018286054","doi":"","title":"Defining an environmental index to compare light-frame wood wall assemblies using life-cycle assessment","year":2010,"lang":"en","type":"other","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"","field":"","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":"Environmental impact assessment; Index (typography); Life-cycle assessment; Estimator; Set (abstract data type); Evaluation methods; Work (physics)","score_opus":0.010158691771170805,"score_gpt":0.28862009623518864,"score_spread":0.27846140446401785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018286054","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":[0.98684096,0.00046101538,0.000049709673,0.00090726133,0.0016864702,0.0020824606,0.0052916324,0.0016846082,0.0009958829],"genre_scores_gemma":[0.9869095,0.000026059779,0.009436284,0.00038612055,0.00042173616,0.00046598926,0.0004118058,0.001008837,0.00093363196],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9927717,0.00014429184,0.001087564,0.0024082898,0.001359531,0.0022286174],"domain_scores_gemma":[0.99589264,0.00005733607,0.0011059664,0.0016886871,0.0004626024,0.00079276884],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0017454291,0.0014067086,0.0019407453,0.001900366,0.0022032443,0.002096592,0.0021458266,0.001420334,0.00058756524],"category_scores_gemma":[0.00048204133,0.001353052,0.000075624506,0.0026448104,0.0028663762,0.0012920673,0.0014245005,0.00081393635,0.0002101238],"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":[0.0001640193,0.000427362,0.013481836,0.00019310458,0.00016144676,0.000026363203,0.00080743124,0.00001595148,0.96977276,0.008685232,0.0058349837,0.00042949533],"study_design_scores_gemma":[0.003983829,0.0019381819,0.0035920902,0.00092843524,0.0003544259,0.00012874337,0.016172703,0.0003313367,0.6878264,0.0064146365,0.27210876,0.0062204227],"about_ca_topic_score_codex":0.00075869693,"about_ca_topic_score_gemma":0.002147126,"teacher_disagreement_score":0.28194636,"about_ca_system_score_codex":0.00061428745,"about_ca_system_score_gemma":0.0014456299,"threshold_uncertainty_score":0.999876},"labels":[],"label_agreement":null},{"id":"W7019154817","doi":"","title":"Flexural strengthening of a steel beam with prestressed CFRP strips -preliminary investigation","year":2009,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Welding; STRIPS; Retrofitting; Flexural strength; Cracking; Beam (structure); Carbon fiber reinforced polymer; Adhesive","score_opus":0.0075461326025555294,"score_gpt":0.22028100376261162,"score_spread":0.2127348711600561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019154817","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":[0.99796504,0.00017724717,0.000038376093,0.00030743392,0.0002308352,0.0005443615,0.00015109802,0.00055888976,0.000026739852],"genre_scores_gemma":[0.99711066,0.000016138447,0.002644005,0.000029434063,0.000051909392,0.00006345013,0.000041649604,0.00002668029,0.000016072765],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981737,0.000015372463,0.0004655448,0.00041078567,0.00036700847,0.0005675666],"domain_scores_gemma":[0.99869883,0.000041835036,0.00018678897,0.00038000007,0.00056339864,0.00012915579],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002743961,0.00034389037,0.0004694721,0.0003611286,0.0004315749,0.00021750094,0.00047356947,0.00025122135,0.000010476589],"category_scores_gemma":[0.000195634,0.00029113644,0.000021307915,0.001291652,0.0011006236,0.0009573915,0.00007584585,0.00017952509,0.0000010274763],"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":[0.000104894534,0.0000020171326,0.0012744388,0.00007081231,0.000016094134,0.000004698841,0.00032981762,0.00021750819,0.9930825,0.0030501713,0.000039991784,0.0018070403],"study_design_scores_gemma":[0.0006434449,0.0009901135,0.003938495,0.00009784241,0.000036092857,0.000016564229,0.0008968702,0.0002016259,0.9911586,0.0015994366,0.000069377726,0.000351513],"about_ca_topic_score_codex":0.000021394053,"about_ca_topic_score_gemma":0.000003624188,"teacher_disagreement_score":0.0026640564,"about_ca_system_score_codex":0.000077979195,"about_ca_system_score_gemma":0.0002177205,"threshold_uncertainty_score":0.9999541},"labels":[],"label_agreement":null},{"id":"W7020364389","doi":"","title":"Long term reliability of CFRPs in bridge engineering","year":2015,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Structural Behavior of Reinforced Concrete","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":"Bridge (graph theory); Reliability (semiconductor); Term (time); Corrosion; Stress (linguistics)","score_opus":0.011611278024760757,"score_gpt":0.2443086814442139,"score_spread":0.23269740341945314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020364389","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":[0.99783564,0.00017635348,0.00007326803,0.00015746376,0.00073683826,0.0004553618,0.00010531335,0.00043906848,0.000020710695],"genre_scores_gemma":[0.9987512,0.000017709732,0.0010396645,0.000010901339,0.000048255657,0.00008061538,0.000013982003,0.000030554897,0.000007100387],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981533,0.000010700105,0.0005222427,0.00039884145,0.00030878407,0.0006060764],"domain_scores_gemma":[0.9987153,0.00003317231,0.00009479534,0.00043046696,0.0005787132,0.0001475547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006553368,0.00029516526,0.0005251002,0.00042639725,0.000114622235,0.00013949598,0.0004910046,0.00026646827,0.000007685212],"category_scores_gemma":[0.0006173964,0.00027685871,0.000023378865,0.0014620338,0.00072351855,0.00076568127,0.00016760014,0.00015926916,0.000002517908],"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":[0.00004492658,0.0000030583071,0.04041075,0.0002027312,0.000009225778,0.000010566911,0.00034501296,0.00040347394,0.95539236,0.0023503685,0.0000371306,0.0007904089],"study_design_scores_gemma":[0.00058632455,0.00014183641,0.02061402,0.000055603683,0.000010907908,0.00001500562,0.00017139243,0.0002452468,0.97695327,0.00077224727,0.000107981425,0.0003261806],"about_ca_topic_score_codex":0.00007518403,"about_ca_topic_score_gemma":0.000015762635,"teacher_disagreement_score":0.021560906,"about_ca_system_score_codex":0.00020046075,"about_ca_system_score_gemma":0.00020793738,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W7026487236","doi":"","title":"Advanced composite tendon system","year":2002,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","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":"Retrofitting; Flexural strength; Reinforcement; Fibre-reinforced plastic; Brittleness; Shear (geology); Ultimate tensile strength","score_opus":0.020104564404982827,"score_gpt":0.23623254156734788,"score_spread":0.21612797716236506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026487236","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":[0.989281,0.00051029533,0.000019632342,0.0024827037,0.0015918249,0.0006140997,0.0007065667,0.00072459335,0.004069261],"genre_scores_gemma":[0.99646246,0.00004599451,0.00027307932,0.0003721677,0.00043553123,0.00014914632,0.000029161953,0.000036441637,0.0021959858],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976543,0.000030114932,0.00048370898,0.0006206737,0.0003353758,0.00087580626],"domain_scores_gemma":[0.9982094,0.00003770124,0.00021785728,0.00043055214,0.00094168645,0.00016281348],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0003883533,0.00034695867,0.0005437963,0.00033125293,0.0025816918,0.00082070095,0.0005040629,0.00017310111,0.00014321155],"category_scores_gemma":[0.00012013671,0.00029344822,0.000036649508,0.00007282776,0.003182723,0.0009403454,0.00019071954,0.00012568673,0.00005293517],"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":[0.00006712153,0.00012218812,0.00047855507,0.0003014087,0.000044089258,0.000018945704,0.016405439,0.0000013972079,0.1787093,0.7999538,0.0023801452,0.0015175863],"study_design_scores_gemma":[0.0014946559,0.0007434919,0.00007299523,0.00016083353,0.00006394628,0.000041110274,0.018362228,0.00011561411,0.6639122,0.017865617,0.29621795,0.0009493977],"about_ca_topic_score_codex":0.0001666142,"about_ca_topic_score_gemma":0.00044143896,"teacher_disagreement_score":0.7820882,"about_ca_system_score_codex":0.00012573166,"about_ca_system_score_gemma":0.00010654758,"threshold_uncertainty_score":0.9999518},"labels":[],"label_agreement":null},{"id":"W7039417378","doi":"","title":"Long-term-monitoring of CFRP-cables over almost a quarter of a century","year":2019,"lang":"en","type":"other","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"","field":"","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":"Quarter (Canadian coin); Fiber Bragg grating; Structural health monitoring; Displacement (psychology); Resistive touchscreen; Fiber","score_opus":0.008766260291745513,"score_gpt":0.2715519569143113,"score_spread":0.2627856966225658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039417378","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":[0.98463494,0.002556885,0.0000053420627,0.00018123866,0.002759764,0.0021070088,0.0053710407,0.00066941616,0.0017143523],"genre_scores_gemma":[0.9927796,0.0003199647,0.0008322673,0.00002411513,0.0004341241,0.00025504452,0.00013493828,0.000695755,0.0045241793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9946547,0.00009249368,0.001238003,0.0015103645,0.0010978419,0.0014065548],"domain_scores_gemma":[0.99483883,0.000078820056,0.001862824,0.0015194418,0.0014990221,0.00020107573],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011791531,0.0010166403,0.002181361,0.0020616874,0.00041726197,0.00037097523,0.001631466,0.001378546,0.00037705072],"category_scores_gemma":[0.00047134026,0.00090816163,0.000107883054,0.00324275,0.0047370032,0.00076259236,0.00065250916,0.00030589,0.00009917667],"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":[0.0003437383,0.00025141932,0.07234185,0.0018871983,0.00024260108,0.00001676384,0.00045641334,3.603929e-7,0.9048513,0.007160101,0.0121891,0.00025914432],"study_design_scores_gemma":[0.0019565378,0.000851939,0.0029589122,0.0016754952,0.00018144099,0.000023263307,0.0017648913,8.8592606e-7,0.9664866,0.0010016501,0.021848205,0.0012502008],"about_ca_topic_score_codex":0.00032144657,"about_ca_topic_score_gemma":0.000110918816,"teacher_disagreement_score":0.06938294,"about_ca_system_score_codex":0.00020734698,"about_ca_system_score_gemma":0.0011384793,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W7052198874","doi":"","title":"Report on the unexpected emissions of CFC-11. A report of the scientific assessment panel of the Montreal protocol on substances that deplete the ozone layer","year":2021,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Plasma Diagnostics and Applications","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":"Montreal Protocol; Ozone layer; Ozone; Greenhouse gas; Consumption (sociology); Atmospheric emissions; Ozone depletion; Emission inventory","score_opus":0.022934786828945522,"score_gpt":0.275864578948294,"score_spread":0.2529297921193485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052198874","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":[0.9878015,0.000015517942,0.000012106357,0.0049141264,0.00041467653,0.0063170404,0.0003011141,0.000058497884,0.00016544055],"genre_scores_gemma":[0.99298507,0.000006155242,0.00013679905,0.00003169543,0.000020741625,0.006726082,0.00000920634,0.000014398494,0.00006982306],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982168,0.000047360787,0.00054744177,0.00036676036,0.0005305726,0.0002910359],"domain_scores_gemma":[0.9974094,0.00019919641,0.00044489384,0.0011320258,0.00077719346,0.00003730663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090269244,0.000185209,0.000308645,0.00007715044,0.001006965,0.00016434563,0.00072857895,0.00011588798,0.000010357764],"category_scores_gemma":[0.0008549902,0.00008684925,0.000049210852,0.0019099598,0.0017548505,0.00009972894,0.00020509658,0.00014094032,3.6073044e-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":[0.000016879954,0.00012763139,0.009215064,0.00007247046,0.000031519572,0.0000109986,0.0002585347,0.00013607234,0.94546545,0.043693554,0.00088254584,0.000089285604],"study_design_scores_gemma":[0.00018356489,0.000050534585,0.012274205,0.00009442229,0.000021187316,0.000027289727,0.0009329736,0.000064323925,0.977288,0.005812909,0.003149168,0.00010143451],"about_ca_topic_score_codex":0.000048190122,"about_ca_topic_score_gemma":0.00029668678,"teacher_disagreement_score":0.037880644,"about_ca_system_score_codex":0.000043766126,"about_ca_system_score_gemma":0.000527523,"threshold_uncertainty_score":0.7744862},"labels":[],"label_agreement":null},{"id":"W7052557300","doi":"","title":"Sorptionsverstärkte Methanisierung. Neue Anlage Mobilitätsdemonstrator «Move» der Empa","year":2021,"lang":"de","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","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":"EMPA; Empagliflozin; Quarter (Canadian coin)","score_opus":0.011832953494678417,"score_gpt":0.285643966133344,"score_spread":0.2738110126386656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052557300","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":[0.98597234,0.0025952489,0.001077845,0.0037803468,0.0017366564,0.0012762431,0.0031350353,0.00024564995,0.00018060139],"genre_scores_gemma":[0.9962689,0.00031036837,0.00083203486,0.00025618938,0.0008802024,0.00037967946,0.00037511793,0.00010510464,0.0005923486],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9933032,0.0002467173,0.0011787781,0.0020934828,0.0009637468,0.0022141137],"domain_scores_gemma":[0.9942731,0.00021849271,0.00050159864,0.0013732319,0.0030249292,0.00060862786],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0017666225,0.00094929535,0.0014916775,0.000529219,0.0030078746,0.0017744858,0.0013182393,0.00069207326,0.00038550765],"category_scores_gemma":[0.00043053215,0.0009391718,0.00018663594,0.0041669006,0.004630327,0.0017048987,0.001143909,0.0007139816,0.00024145373],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001854212,0.00048619343,0.004716011,0.00023687854,0.00043363188,0.000052572588,0.0010237548,0.000006878987,0.81264055,0.17253847,0.0014040632,0.0062755593],"study_design_scores_gemma":[0.0015282402,0.00020291784,0.00015679782,0.00012100619,0.00019721911,0.000011326022,0.010480832,0.00025740644,0.89177203,0.08193005,0.012293106,0.0010490475],"about_ca_topic_score_codex":0.00014374816,"about_ca_topic_score_gemma":0.000025695006,"teacher_disagreement_score":0.09060843,"about_ca_system_score_codex":0.0004285942,"about_ca_system_score_gemma":0.0068596997,"threshold_uncertainty_score":0.9993059},"labels":[],"label_agreement":null},{"id":"W7056489153","doi":"","title":"Évaluation de l'importance de forts gradients hygrothermiques vers l'intérieur sur le comportement d'assemblages de mur","year":2009,"lang":"fr","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Laser Design and Applications","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":"Context (archaeology); Limiting; West germany","score_opus":0.01822853042014056,"score_gpt":0.25678699972762553,"score_spread":0.23855846930748498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056489153","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":[0.9856689,0.0009654283,0.0023489625,0.008783144,0.00046368982,0.0009663924,0.00020562053,0.0004935059,0.000104364604],"genre_scores_gemma":[0.98962,0.0004037312,0.008756035,0.0004325933,0.0001554081,0.0003160606,0.00004397575,0.00004519522,0.00022704274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997226,0.00006231525,0.0005898469,0.00062471716,0.0003078129,0.0011893018],"domain_scores_gemma":[0.9984641,0.000049400194,0.00022752023,0.00045777345,0.0005460304,0.00025517953],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016220849,0.00040996005,0.00048557884,0.00026936026,0.00093072804,0.00049857073,0.00051913725,0.0003867669,0.000032464573],"category_scores_gemma":[0.000270961,0.00044246772,0.000043409924,0.001205223,0.0007754739,0.0008772396,0.000072595554,0.00017312038,0.0000069875946],"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":[0.000045175682,0.00018074272,0.023557313,0.00018060394,0.000044032822,0.000020876525,0.0008336769,0.00019052764,0.90413314,0.064896084,0.0031209511,0.0027969002],"study_design_scores_gemma":[0.0007541064,0.00027618583,0.015594032,0.00013080474,0.000053172098,0.000034014432,0.0006494084,0.001051536,0.9012353,0.07535964,0.0043762554,0.00048557695],"about_ca_topic_score_codex":0.0005512624,"about_ca_topic_score_gemma":0.00025755563,"teacher_disagreement_score":0.0104635535,"about_ca_system_score_codex":0.0006214584,"about_ca_system_score_gemma":0.0012210838,"threshold_uncertainty_score":0.9998027},"labels":[],"label_agreement":null}]}