{"meta":{"query_hash":"1a1a8d008e60","filters":{"venue":"Chalmers Research (Chalmers University of Technology)"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"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/1a1a8d008e60","api":"https://metacan.xera.ac/api/v1/cohort?venue=Chalmers+Research+%28Chalmers+University+of+Technology%29"},"results":[{"id":"W2277773472","doi":"","title":"From values and beliefs to teaching practice – a case study of novice tutors","year":2014,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Evaluation of Teaching Practices","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":"Honesty; Psychology; Quality (philosophy); Teaching method; Medical education; Affect (linguistics); Pedagogy; Medicine; Social psychology","score_opus":0.11768514353592127,"score_gpt":0.4618754302254689,"score_spread":0.34419028668954765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277773472","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":[0.9602726,0.00011917177,0.00028712448,0.020833706,0.00008928149,0.0007371179,0.0000075014805,0.00013074015,0.017522749],"genre_scores_gemma":[0.99065584,0.00010357532,0.0084087085,0.000030340234,0.00005701404,0.0000019635304,0.0000013356355,0.000015249498,0.00072597695],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.994705,0.0027075328,0.0002556294,0.000593,0.0012566929,0.00048211488],"domain_scores_gemma":[0.9955633,0.0024851467,0.0003434961,0.00059082,0.00077366433,0.00024353509],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010165518,0.00015377266,0.00035805363,0.0014858287,0.0016808419,0.00003709569,0.0009290236,0.00027155774,0.00007432664],"category_scores_gemma":[0.012793879,0.00018446891,0.000051960626,0.0011478321,0.0014862212,0.0007460305,0.0007284569,0.0010633358,0.000021526901],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045685307,0.002755791,0.015898451,0.00011126305,0.0007116419,0.0010707162,0.7740262,0.000120087854,0.00345249,0.01644606,0.0029864411,0.181964],"study_design_scores_gemma":[0.0008865162,0.0011320593,0.0004073203,0.00008290039,0.00008834458,0.000031390085,0.94461334,0.00012895165,0.00013628368,0.0008955702,0.051409766,0.00018757583],"about_ca_topic_score_codex":0.1490686,"about_ca_topic_score_gemma":0.00573952,"teacher_disagreement_score":0.18177642,"about_ca_system_score_codex":0.00020882208,"about_ca_system_score_gemma":0.00020630969,"threshold_uncertainty_score":0.9996188},"labels":[],"label_agreement":null},{"id":"W243407427","doi":"","title":"Interruptible Load Management: Literature and Practice","year":2001,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Smart Grid Energy Management","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":"Economic shortage; Electricity; Load management; Computer science; Electricity market; Load balancing (electrical power); Operations research; Electric power system; Industrial organization; Environmental economics; Business; Engineering; Economics; Electrical engineering; Power (physics); Geography","score_opus":0.025992754811524087,"score_gpt":0.27287786299397504,"score_spread":0.24688510818245096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W243407427","genre_codex":"other","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":[0.19803642,0.009778945,0.0046342746,0.008964412,0.000478892,0.0008870989,0.000016063743,0.0014309668,0.7757729],"genre_scores_gemma":[0.94712585,0.03769499,0.007550991,0.000029243187,0.000038804,0.0000037171135,0.000010809075,0.00004999861,0.0074956017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983219,0.00007010531,0.00013730623,0.00039639306,0.0004918174,0.0005824992],"domain_scores_gemma":[0.9989312,0.000080664984,0.000040039704,0.0005563257,0.00026653567,0.00012518512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071798643,0.00019219804,0.00022487089,0.0016625809,0.00019714503,0.000029433111,0.0006555198,0.0002531382,0.000098990306],"category_scores_gemma":[0.000100891855,0.00023479393,0.000057264766,0.0022045975,0.0006778885,0.0004160286,0.00065458374,0.00064108963,0.000058868976],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020738388,0.0012083878,0.003930814,0.004346638,0.006428538,0.022359367,0.015879272,0.015938083,0.017810104,0.15377451,0.18007068,0.57617974],"study_design_scores_gemma":[0.0014381013,0.0002568114,0.0004080073,0.00038872045,0.000078304096,0.00027878172,0.024662782,0.003700086,0.0008783541,0.0013335069,0.9661324,0.0004441224],"about_ca_topic_score_codex":0.000045708228,"about_ca_topic_score_gemma":0.000020477613,"teacher_disagreement_score":0.78606176,"about_ca_system_score_codex":0.00029875804,"about_ca_system_score_gemma":0.000017395987,"threshold_uncertainty_score":0.95746183},"labels":[],"label_agreement":null},{"id":"W2743714280","doi":"","title":"Challenges and Research Directions for Successfully Applying MBE Tools in Practice","year":2017,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Viewpoints; Constructive; Usability; Computer science; Quality (philosophy); Software engineering; Code (set theory); Software; Engineering management; Management science; Systems engineering; Engineering; Human–computer interaction; Programming language","score_opus":0.18910791635825477,"score_gpt":0.4030690474988678,"score_spread":0.21396113114061302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743714280","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022551727,0.007551979,0.9006731,0.043785527,0.0002220224,0.0032439698,0.000021997657,0.0010860894,0.020863593],"genre_scores_gemma":[0.60059196,0.025364215,0.37337008,0.000006972849,0.000032325835,0.00009344704,0.0000024618146,0.000035409805,0.00050314324],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709874,0.00022095753,0.00019838323,0.0008855311,0.00071162044,0.0008847456],"domain_scores_gemma":[0.99610937,0.0007467924,0.00015604791,0.0017557142,0.0010792583,0.00015283756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044671227,0.00018229264,0.0003522795,0.002682338,0.0012737496,0.00013618758,0.003406257,0.00041753228,0.0000029181867],"category_scores_gemma":[0.0012114377,0.00022459806,0.00007195207,0.0008565701,0.0017321546,0.0016755373,0.0025559496,0.0012342003,0.000005590134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055904195,0.00014039772,0.00031410102,0.00015559678,0.000058528145,0.0001520283,0.0014678136,0.000011707264,0.001031515,0.28008008,0.0003044045,0.71622795],"study_design_scores_gemma":[0.002257394,0.0013004403,0.0044072177,0.0008841565,0.000026404261,0.00014807004,0.009915627,0.011965683,0.0071443166,0.024626676,0.93648523,0.00083880534],"about_ca_topic_score_codex":0.0005061455,"about_ca_topic_score_gemma":0.00020329807,"teacher_disagreement_score":0.93618083,"about_ca_system_score_codex":0.0002882384,"about_ca_system_score_gemma":0.00018081258,"threshold_uncertainty_score":0.9796781},"labels":[],"label_agreement":null},{"id":"W2789365648","doi":"","title":"Dual-Fuel Combustion in a Heavy-Duty Engine","year":2018,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":2,"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":"Energimyndigheten; Canada Excellence Research Chairs, Government of Canada","keywords":"Diesel fuel; Combustion; Methane; Homogeneous charge compression ignition; Compressed natural gas; Automotive engineering; Ignition system; Internal combustion engine; Thermal efficiency; Compression ratio; Environmental science; Natural gas; Waste management; Diesel engine; Engineering; Combustion chamber; Chemistry; Mechanical engineering; Aerospace engineering","score_opus":0.038365108959016785,"score_gpt":0.29943577689312295,"score_spread":0.26107066793410616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789365648","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":[0.919861,0.0011668614,0.048180137,0.009306685,0.00031922583,0.0010452693,0.00004151021,0.003071326,0.017007986],"genre_scores_gemma":[0.98805416,0.0005413507,0.010263513,0.000006990539,0.000035325487,0.00000391412,0.000010424698,0.000037563554,0.0010467569],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99759305,0.00005674028,0.00028868704,0.00061003055,0.00052231754,0.0009291846],"domain_scores_gemma":[0.99830675,0.0001361428,0.00010432396,0.00083240616,0.0004933701,0.00012698858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005991317,0.00026274886,0.0004404698,0.002990998,0.0001907195,0.0000066099155,0.0009734061,0.000632707,0.00025864618],"category_scores_gemma":[0.0007553056,0.0003227235,0.000102063255,0.0038127825,0.0024089876,0.00026300532,0.00073612767,0.0014904082,0.00014993167],"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":[0.0023113259,0.0026686795,0.008908878,0.0018157923,0.0008390237,0.0022434613,0.005761988,0.032963555,0.46858194,0.17999686,0.011760507,0.282148],"study_design_scores_gemma":[0.012200053,0.0034945174,0.0028851486,0.0018758393,0.00010446433,0.00023416318,0.07045754,0.15349346,0.61739695,0.035284337,0.09954183,0.003031672],"about_ca_topic_score_codex":0.00014320225,"about_ca_topic_score_gemma":0.00006602252,"teacher_disagreement_score":0.27911633,"about_ca_system_score_codex":0.0005322237,"about_ca_system_score_gemma":0.0000777075,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W2811376825","doi":"","title":"Guiding Systemic Change: A cross-case analysis of ‘transition labs’ in Canada and Sweden","year":2018,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Innovative Approaches in Technology and Social Development","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":"Sustainability; Backcasting; Transformative learning; Operationalization; Status quo; Futures contract; Transition management (governance); Transition (genetics); Political science; Knowledge management; Management science; Sociology; Engineering ethics; Business; Computer science; Engineering; Epistemology","score_opus":0.10541090116656064,"score_gpt":0.3059197631248529,"score_spread":0.20050886195829226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811376825","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":[0.9954922,0.00014276488,0.00013692676,0.0010749107,0.000065824664,0.00031853816,0.00001120444,0.000047574373,0.00271002],"genre_scores_gemma":[0.9995036,0.00009325461,0.00025551833,0.00003826992,0.00003214001,0.0000036070812,0.000011724134,0.000009331426,0.00005254338],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99857944,0.000034780835,0.00026459523,0.0003709461,0.0003252781,0.0004249836],"domain_scores_gemma":[0.99867797,0.000041543,0.00021192772,0.00027590487,0.0007780276,0.0000146490565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012375531,0.00013721037,0.00041135633,0.0039459015,0.0003722244,0.000012548949,0.0004463848,0.000284764,0.000071258444],"category_scores_gemma":[0.00014275886,0.000162325,0.000052158382,0.00694451,0.0018480243,0.00034499718,0.00053272047,0.00031819203,0.00000400008],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034450382,0.0002034355,0.8800356,0.0011691926,0.0019138233,0.0022057819,0.0056053293,0.000026475656,0.0046012746,0.068895735,0.00062266854,0.03437622],"study_design_scores_gemma":[0.0073100566,0.00045203645,0.36620155,0.0018077537,0.0014455412,0.00029354487,0.5591551,0.026671795,0.013221469,0.011772826,0.009153017,0.0025153107],"about_ca_topic_score_codex":0.5280985,"about_ca_topic_score_gemma":0.47649056,"teacher_disagreement_score":0.55354977,"about_ca_system_score_codex":0.00042002895,"about_ca_system_score_gemma":0.00018188632,"threshold_uncertainty_score":0.68091226},"labels":[],"label_agreement":null},{"id":"W2972671096","doi":"","title":"An E-band Compact Frequency Division Duplex Radio Front-end Based on Gap Waveguide Technology","year":2019,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Diplexer; Backhaul (telecommunications); RF front end; Transmitter; Electronic engineering; Radio frequency; Electrical engineering; Front and back ends; Microwave; Wireless; Engineering; Telecommunications; Channel (broadcasting)","score_opus":0.022873474441052352,"score_gpt":0.2584277994277696,"score_spread":0.23555432498671725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972671096","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":[0.9536317,0.0010584341,0.008213191,0.00140715,0.00034347028,0.0007495361,0.00007828796,0.001590334,0.032927882],"genre_scores_gemma":[0.995869,0.000296135,0.0030504751,0.000007746542,0.000023629647,0.0000014893958,0.000040080038,0.0000790069,0.0006324638],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99721164,0.00008674342,0.00030123736,0.00070904696,0.00062110147,0.0010702155],"domain_scores_gemma":[0.99788254,0.00011455384,0.000077364595,0.0014068751,0.00026429296,0.00025439457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007183121,0.0004027632,0.00061408844,0.003983812,0.00025925407,0.000023094244,0.0013945537,0.0007849762,0.0007196551],"category_scores_gemma":[0.000103546794,0.0004623532,0.00016339292,0.0014647909,0.0009416395,0.00021954234,0.000109745335,0.0014306501,0.00031497286],"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":[0.00019107101,0.0005079557,0.013838835,0.00072048395,0.00042475527,0.00045397857,0.00056878506,0.092389345,0.8568815,0.005921106,0.007545865,0.02055635],"study_design_scores_gemma":[0.007209291,0.0042771483,0.0064455536,0.0015675684,0.0000980328,0.00007640034,0.009900864,0.53089744,0.40018275,0.0033805582,0.0333843,0.0025800637],"about_ca_topic_score_codex":0.00017431803,"about_ca_topic_score_gemma":0.000020664378,"teacher_disagreement_score":0.45669872,"about_ca_system_score_codex":0.00050785375,"about_ca_system_score_gemma":0.00010824089,"threshold_uncertainty_score":0.9997828},"labels":[],"label_agreement":null},{"id":"W2982158442","doi":"","title":"DYNAMIC MODELLING OF A SAG MILL-PEBBLE CRUSHER CIRCUIT BY DATA-DRIVEN METHODS","year":2019,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Mineral Processing and Grinding","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":"Crusher; Comminution; Mill; Artificial neural network; Computer science; Power (physics); Process (computing); Engineering; Artificial intelligence; Mechanical engineering; Materials science; Metallurgy","score_opus":0.09724304813700713,"score_gpt":0.3301113917651234,"score_spread":0.23286834362811626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982158442","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":[0.84626603,0.005148325,0.11338725,0.00051023916,0.00025766162,0.00065790897,0.0002084554,0.0006019046,0.0329622],"genre_scores_gemma":[0.9668419,0.0013002795,0.028296351,0.0000025583931,0.000006867444,8.5570207e-7,0.00005837896,0.000049630926,0.0034432157],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980284,0.0000944385,0.00025100683,0.0005347868,0.0004332197,0.00065812963],"domain_scores_gemma":[0.99841213,0.000117764,0.00009633512,0.0010532154,0.00020278439,0.00011775149],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009826546,0.00021236032,0.00048793748,0.0013890176,0.00018086519,0.000013935803,0.001648397,0.00040935967,0.00022975187],"category_scores_gemma":[0.000055012617,0.00025234514,0.00008897271,0.0016771533,0.0006278823,0.00031108237,0.0005796172,0.0008833874,0.000041159845],"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":[0.00015801964,0.0003450202,0.0014916586,0.0032877713,0.0012745942,0.000084719744,0.0028156291,0.26222774,0.592641,0.0014072015,0.020491686,0.11377498],"study_design_scores_gemma":[0.000953463,0.00018236386,0.0000140855345,0.0003907361,0.000050176146,0.000011525816,0.007170221,0.95697266,0.013039649,0.0009254947,0.019847617,0.00044199408],"about_ca_topic_score_codex":0.00023403797,"about_ca_topic_score_gemma":0.000013610933,"teacher_disagreement_score":0.69474494,"about_ca_system_score_codex":0.000185525,"about_ca_system_score_gemma":0.00007132208,"threshold_uncertainty_score":0.9999929},"labels":[],"label_agreement":null},{"id":"W3015999120","doi":"10.1007/jhep04(2020)040","title":"Top-quark partial compositeness beyond the effective field theory paradigm","year":2020,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Physics; Particle physics; Quark; Effective field theory; Top quark; Gauge boson; Boson; Theoretical physics; Large Hadron Collider; Gauge theory","score_opus":0.019930943806427393,"score_gpt":0.2866227937490526,"score_spread":0.2666918499426252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015999120","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":[0.94187516,0.0004432208,0.0060175876,0.027244883,0.00007058142,0.00060948834,0.000030228628,0.00008584661,0.023623],"genre_scores_gemma":[0.99967843,0.000024811747,0.000092875714,0.000052028492,0.00007112701,0.0000072068133,0.0000047257467,0.000010413079,0.000058365484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985439,0.00021418897,0.00012123516,0.0003467931,0.00028772198,0.0004861159],"domain_scores_gemma":[0.99904865,0.00036243294,0.0000628575,0.00029124744,0.00009227076,0.00014256449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031518115,0.00015793847,0.00027999812,0.000097900534,0.0006289626,0.00001433396,0.00070004404,0.000082053164,0.0003065772],"category_scores_gemma":[0.000030570376,0.00013144709,0.00015017042,0.0007545415,0.0020385277,0.000094581315,0.000621425,0.0005536521,0.000096176496],"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":[0.00072407036,0.00030440692,0.016282633,0.00003432298,0.0005592045,0.000025091056,0.004679649,0.000041220184,0.03882371,0.89599323,0.0019631197,0.040569343],"study_design_scores_gemma":[0.0013084734,0.001102192,0.00030991496,0.000041722084,0.00007584353,0.0000012992338,0.04713562,0.0008641309,0.7757173,0.16435453,0.008740938,0.0003480251],"about_ca_topic_score_codex":0.00015024004,"about_ca_topic_score_gemma":6.401117e-7,"teacher_disagreement_score":0.7368936,"about_ca_system_score_codex":0.000034957717,"about_ca_system_score_gemma":0.000029953382,"threshold_uncertainty_score":0.75110406},"labels":[],"label_agreement":null},{"id":"W3029149722","doi":"","title":"Co-Exploring International Writing Research and Rehearsing Scholarly Performances (CCCC2019)","year":2019,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Second Language Learning and Teaching","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":"Facilitator; Globe; Dialogic; Academic writing; Politics; Sociology; Embodied cognition; Media studies; Writing process; Pedagogy; Public relations; Political science; Psychology; Epistemology; Social psychology","score_opus":0.19148997657470895,"score_gpt":0.3429438403971369,"score_spread":0.15145386382242793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029149722","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":[0.8562621,0.00074034056,0.0000044512362,0.002069219,0.0002093974,0.00020245854,0.000009444635,0.00012694216,0.14037567],"genre_scores_gemma":[0.9882165,0.00063742406,0.0003121498,0.000011439489,0.00012698788,0.0000016177719,0.000011763361,0.000022893886,0.010659197],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99765396,0.00018469631,0.00018449362,0.0004907176,0.00079894956,0.00068716623],"domain_scores_gemma":[0.99849045,0.00026679685,0.00008859896,0.00036477615,0.000681537,0.000107818676],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027384935,0.00014180536,0.00025192727,0.0026317243,0.0014466094,0.0002420329,0.00078758097,0.00016339353,0.0019774016],"category_scores_gemma":[0.00023719968,0.00015782967,0.0000626862,0.0003759853,0.0021539892,0.0014225373,0.00038775397,0.0022401242,0.00021914166],"study_design_candidate":"qualitative","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":[0.0005919347,0.00046734282,0.11021339,0.00086009153,0.0006904338,0.0003740087,0.18401039,0.00003174421,0.02377063,0.25247175,0.0037798851,0.4227384],"study_design_scores_gemma":[0.0009811564,0.00064649375,0.00081352756,0.0005684982,0.00000881645,0.000026026215,0.71571624,0.000445507,0.0015302767,0.00064846856,0.2783325,0.0002824952],"about_ca_topic_score_codex":0.0012770854,"about_ca_topic_score_gemma":0.00011676375,"teacher_disagreement_score":0.53170586,"about_ca_system_score_codex":0.00016611979,"about_ca_system_score_gemma":0.00007404165,"threshold_uncertainty_score":0.9998534},"labels":[],"label_agreement":null},{"id":"W4288086072","doi":"10.1051/0004-6361/201936280","title":"Could bow-shaped magnetic morphologies surround filamentary molecular clouds? The 3D magnetic field structure of Orion-A","year":2019,"lang":"en","type":"article","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":46,"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 Calgary; Herzberg Institute of Astrophysics","funders":"","keywords":"Morphology (biology); Monte Carlo method; Magnetic field; Physics; Faraday effect; Toroid; Astrophysics; Geology; Statistics","score_opus":0.013470305479860256,"score_gpt":0.25542938641923274,"score_spread":0.2419590809393725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288086072","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":[0.99077433,0.00068445934,0.00061475264,0.0017922046,0.00009763175,0.0005008362,0.00014214843,0.000031899763,0.0053617135],"genre_scores_gemma":[0.9981631,0.00014370418,0.00083767984,0.00001636239,0.000016031987,0.0000012788934,0.000028956152,0.000012785196,0.0007801256],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9984237,0.00009111545,0.00021919637,0.00032424027,0.0004768748,0.00046489117],"domain_scores_gemma":[0.9986689,0.00014294598,0.0001732608,0.0006227207,0.00033799323,0.00005414822],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019710988,0.0001936977,0.00036147409,0.00037158086,0.00027988965,0.00001341231,0.00083044474,0.00014568187,0.0019972841],"category_scores_gemma":[0.000017970113,0.00016957267,0.00014842814,0.0007561558,0.0011084715,0.00011620066,0.0006274229,0.00065792934,0.000037758262],"study_design_candidate":"qualitative","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":[0.0013954855,0.0012641631,0.13707688,0.0008827976,0.0025322086,0.00016609664,0.009270734,0.0012240604,0.44470954,0.15746959,0.024295682,0.21971275],"study_design_scores_gemma":[0.013850663,0.015356116,0.017489625,0.00084143196,0.0007364535,0.00003148808,0.62035525,0.008490393,0.12740627,0.082959466,0.10936426,0.0031185648],"about_ca_topic_score_codex":0.00066099566,"about_ca_topic_score_gemma":0.000008854157,"teacher_disagreement_score":0.6110845,"about_ca_system_score_codex":0.00004834081,"about_ca_system_score_gemma":0.000082309525,"threshold_uncertainty_score":0.998915},"labels":[],"label_agreement":null},{"id":"W6991413919","doi":"","title":"Global, regional, and national age-sex-specific mortality and life expectancy, 1950-2017: a systematic analysis for the Global Burden of Disease Study 2017.","year":2018,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","topic":"","field":"","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":"National Institute of Mental Health; National Heart, Lung, and Blood Institute; Université de Limoges; Center for International Health; Economic and Social Research Council; Medical Research Council; Weill Cornell Medicine - Qatar; Abbott Diagnostics; Injury Prevention Research Center; Cochrane South Africa; Uniwersytet Opolski; Debre Markos University; George Institute for Global Health; Frankfurt University of Applied Sciences; Kurdistan University Of Medical Sciences; H. Lundbeck A/S; Servier; Universitas Hasanuddin; Savitribai Phule Pune University; University of Thessaly; University of Zanjan; University of Hail; Pomorski Uniwersytet Medyczny W Szczecinie; Zanjan University of Medical Sciences; Tarbiat Modares University; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; University of Gondar; College of Engineering, Michigan State University; Tartu Ülikool; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of South Africa; University of the Philippines; Arak University of Medical Sciences; Qazvin University of Medical Sciences; I.M. Sechenov First Moscow State Medical University; Hospital for Sick Children; Debre Tabor University; Shahid Beheshti University of Medical Sciences; Baqiyatallah University of Medical Sciences; University of Haifa; Kermanshah University of Medical Sciences; Shiraz University; United Arab Emirates University; Ahvaz Jundishapur University of Medical Sciences; Astellas Pharma; National Institutes of Health; Chinese University of Hong Kong; Syddansk Universitet; Jimma University; Zahedan University of Medical Sciences; Haramaya University; Sichuan University; Inyuvesi Yakwazulu-Natali; Universiti Sains Malaysia; Universiti Kebangsaan Malaysia; Tehran University of Medical Sciences and Health Services; Isfahan University of Medical Sciences; Universiti Malaya; Ain Shams University; Shiraz University of Medical Sciences; King Abdulaziz University; Sanjay Gandhi Postgraduate Institute of Medical Sciences; University of Toronto; Lunds Universitet; South African Medical Research Council; Bundesministerium für Gesundheit; National and Kapodistrian University of Athens; Cairo University; Simmons College; King Saud University; Friedrich-Schiller-Universität Jena; Queensland University of Technology; University of Technology Sydney; University College Cork; Mekelle University; Universiteit Stellenbosch; Public Health England; Université de Bordeaux; Public Health Foundation of India; Indian Council of Medical Research; National Health and Medical Research Council; Hebrew University of Jerusalem; Universidad de Extremadura; Kwame Nkrumah University of Science and Technology; Swansea University; National University of Singapore; La Trobe University; American University of Beirut; Cardiff University; McMaster University; University of Leicester; National Institute for Health and Care Research; Ministry of Health and Medical Education; Mazandaran University of Medical Sciences; University of Glasgow; Korea Health Industry Development Institute; York University; Korea University; Keimyung University; University of Canberra; Dilla University; Maragheh University of Medical Sciences; Amgen; Public Health Agency of Canada; Chinese Center for Disease Control and Prevention; New York University Abu Dhabi; Novavax; Uniwersytet Jagielloński Collegium Medicum; Karl-Franzens-Universität Graz; Seattle Children's Research Institute; U.S. Department of Veterans Affairs; Rafsanjan University of Medical Sciences; Ahmadu Bello University; Samara University; National Cerebral and Cardiovascular Center; Jordan University of Science and Technology; University of Oxford; Public Health Agency; McGill University; University of Cape Town; Horizon Pharmaceuticals; Birzeit University; National Cancer Institute; Seoul National University; Burnet Institute; International Centre for Diarrhoeal Disease Research, Bangladesh; Washington University in St. Louis; Universidad de Chile; University of Pittsburgh; Iran University of Medical Sciences; Universidad de la República Uruguay; Tulane University; Johns Hopkins University; Addis Ababa University; Danone; Università degli Studi di Firenze; Bill and Melinda Gates Foundation; Madras Diabetes Research Foundation; Pfizer; Högskolan Dalarna; University of Washington; Universität Ulm; Chalmers Tekniska Högskola; Alzheimer's Association; Norwegian Institute of Public Health; Michigan State University; Weill Cornell Medical College; University of Pennsylvania; Birmingham City University; Uniwersytet Łódzki; Helsingin Yliopisto; Ball State University; Karolinska Institutet; United Nations Population Fund; Vital Strategies; Damon Runyon Cancer Research Foundation; Children's Hospital of Philadelphia; University of West Florida; Student Research Committee, Tabriz University of Medical Sciences; Medizinische Universität Graz; Bahir Dar University; Bayer; Mashhad University of Medical Sciences; Gilead Sciences; GlaxoSmithKline; Mansoura University; AstraZeneca; Universita degli Studi di Bari Aldo Moro; Hamadan University of Medical Sciences; South Australian Health and Medical Research Institute; Damietta University; Sanofi; Hawassa University; Kuwait University; Vetenskapsrådet; Oklahoma State University; Universitat Pompeu Fabra; Northwestern University; United States Agency for International Development","keywords":"Life expectancy; Census; Demographic analysis; Population; Life table; Mortality rate; Infant mortality; Birth rate; Fertility","score_opus":0.13700963518133102,"score_gpt":0.3709329081535,"score_spread":0.23392327297216897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991413919","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":[0.4570476,0.19298227,0.003917098,0.009909136,0.0010760977,0.06347732,0.03590251,0.003038208,0.23264974],"genre_scores_gemma":[0.9628167,0.006795836,0.00086307514,0.000010477147,0.00021591452,0.00010983409,0.00021752322,0.0003104956,0.028660102],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99352765,0.0006633542,0.00064737065,0.0016403447,0.002605219,0.00091603654],"domain_scores_gemma":[0.9944484,0.00045978802,0.0011332969,0.0020451788,0.001387655,0.00052562944],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027484489,0.0006730974,0.0019108535,0.0033948962,0.0007148246,0.00005866655,0.0024097585,0.000775263,0.00029809945],"category_scores_gemma":[0.0010269444,0.00062126433,0.00051223964,0.0052108215,0.009049029,0.00014840429,0.0014372229,0.00047009287,0.000060996106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002052695,0.0020686765,0.11765612,0.015001557,0.042718392,0.00051744044,0.0023127587,0.00005179289,0.000039294948,0.011551969,0.8058246,0.00020471464],"study_design_scores_gemma":[0.022986991,0.0053236894,0.11073149,0.015316299,0.029811874,0.00012191827,0.55294335,0.005084576,0.000014736053,0.013398461,0.23838939,0.005877213],"about_ca_topic_score_codex":0.0031396546,"about_ca_topic_score_gemma":0.0030878764,"teacher_disagreement_score":0.5674352,"about_ca_system_score_codex":0.0009210888,"about_ca_system_score_gemma":0.0006859583,"threshold_uncertainty_score":0.9996239},"labels":[],"label_agreement":null},{"id":"W6995653620","doi":"","title":"Optional CDIO Standards: Sustainable development, Simulation-based mathematics, Engineering entrepreneurship, Internationalisation & mobility","year":2020,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","topic":"","field":"","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 Calgary","funders":"","keywords":"CDIO; Context (archaeology); Engineering education; Internationalization; Work (physics); Sustainable development","score_opus":0.050560094727335046,"score_gpt":0.3164273195241033,"score_spread":0.2658672247967683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995653620","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05306333,0.0057422323,0.32184932,0.010231126,0.0013008974,0.021672366,0.009871913,0.016490288,0.5597785],"genre_scores_gemma":[0.44976917,0.00035920506,0.112259574,0.000026261136,0.00031073138,0.00006540235,0.0035028555,0.0023976306,0.4313092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99438655,0.00019482084,0.0005141988,0.001198686,0.0026480355,0.0010577155],"domain_scores_gemma":[0.9957702,0.000493593,0.00062587997,0.0010272053,0.0017731233,0.0003099898],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001967346,0.000581943,0.0008121251,0.006137247,0.00035380686,0.00004694207,0.0017248967,0.0010402922,0.0063763997],"category_scores_gemma":[0.003147005,0.0007649514,0.00024684862,0.0027116048,0.0014630611,0.0002182456,0.000841698,0.001430772,0.0006054765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002557993,0.0063818498,0.009527085,0.023402866,0.008555533,0.0018139539,0.013442584,0.2475987,0.00923953,0.0730833,0.5965456,0.007851057],"study_design_scores_gemma":[0.0018756766,0.00011690387,0.000104714476,0.0009889466,0.00008420286,0.000003579652,0.007423367,0.015712742,0.0012931322,0.0005259622,0.9710242,0.0008465518],"about_ca_topic_score_codex":0.00039742357,"about_ca_topic_score_gemma":0.00022243438,"teacher_disagreement_score":0.39670584,"about_ca_system_score_codex":0.0031104875,"about_ca_system_score_gemma":0.0018198414,"threshold_uncertainty_score":0.9994801},"labels":[],"label_agreement":null},{"id":"W7009767811","doi":"","title":"Framtidens industriarbete : inspiration för utveckling av industriarbetet för ökad konkurrenskraft","year":2011,"lang":"sv","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","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":"Thermoplastic composites","score_opus":0.1261089866171426,"score_gpt":0.3182484694535926,"score_spread":0.19213948283645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009767811","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26849344,0.016077613,0.0005232458,0.008412358,0.0039913366,0.015429078,0.0053326455,0.0052116862,0.6765286],"genre_scores_gemma":[0.49443865,0.015230415,0.0057066684,0.000074795724,0.0015509691,0.000060336457,0.0013874638,0.0043964214,0.47715428],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9788429,0.002701453,0.002148845,0.005169981,0.0050198454,0.0061169723],"domain_scores_gemma":[0.98414594,0.00067151914,0.0036615082,0.0059073432,0.0038387526,0.0017749208],"candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0069407495,0.0029232637,0.004256572,0.030935397,0.0024653384,0.00018145013,0.009328004,0.016368147,0.025531104],"category_scores_gemma":[0.0034051181,0.003847282,0.0014070206,0.017402938,0.017064,0.0011865547,0.0058583873,0.02043852,0.01938831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004599937,0.0061117643,0.021057256,0.0031966849,0.01572026,0.006884181,0.0104921935,0.00017317626,0.05345773,0.013503959,0.68909997,0.17570287],"study_design_scores_gemma":[0.01012785,0.0034300284,0.0008263689,0.006998679,0.0014824455,0.00013518507,0.046920504,0.00041139347,0.012032116,0.0011787409,0.9118315,0.0046251966],"about_ca_topic_score_codex":0.007340095,"about_ca_topic_score_gemma":0.0016108037,"teacher_disagreement_score":0.2259452,"about_ca_system_score_codex":0.004311123,"about_ca_system_score_gemma":0.0042772144,"threshold_uncertainty_score":0.9995111},"labels":[],"label_agreement":null},{"id":"W7020537278","doi":"","title":"ON THE LIQUID LIMIT OF SENSITIVE CLAY","year":2024,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Career Development and Diversity","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":"Kaolinite; Atterberg limits; Clay minerals; Limit (mathematics); Mineral; Salinity; Drop (telecommunication); Liquid water","score_opus":0.07246287974784589,"score_gpt":0.3261763592732251,"score_spread":0.2537134795253792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020537278","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042774063,0.0007389592,0.00001566918,0.011348682,0.00030854187,0.0006841631,0.00012617167,0.00027229742,0.9822281],"genre_scores_gemma":[0.11947312,0.004068078,0.00018306753,0.000031225576,0.000083890445,0.0000013025482,0.000014317559,0.00012697566,0.87601805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970664,0.0003178055,0.00014685052,0.00056146353,0.0012705534,0.0006369426],"domain_scores_gemma":[0.99838686,0.00028332844,0.00019700007,0.00058267236,0.00041527435,0.00013483792],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015218173,0.00023495509,0.00045558703,0.0026813562,0.00046273833,0.000015202535,0.0014648091,0.0009833502,0.0027304974],"category_scores_gemma":[0.000428258,0.00022392024,0.0002493389,0.0022121936,0.006233441,0.000051480776,0.0008826344,0.0011967934,0.0006912849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015482862,0.000082140126,0.000029023828,0.0001339623,0.00041770798,0.0002549373,0.0058027124,3.7349827e-7,0.00016174755,0.09237161,0.8994883,0.0011026772],"study_design_scores_gemma":[0.00025614898,0.00029887757,0.000008167622,0.00074085145,0.00006788505,0.0000014009811,0.09755796,0.0000020293373,0.0010203408,0.0018028405,0.8979772,0.0002663043],"about_ca_topic_score_codex":0.0048664645,"about_ca_topic_score_gemma":0.0020652611,"teacher_disagreement_score":0.115195714,"about_ca_system_score_codex":0.00035904476,"about_ca_system_score_gemma":0.0005834443,"threshold_uncertainty_score":0.99818116},"labels":[],"label_agreement":null},{"id":"W7023276439","doi":"","title":"Boa Nova Teahouse","year":2004,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Work (physics); Context (archaeology); Nova scotia","score_opus":0.07185441577593345,"score_gpt":0.3299245687201391,"score_spread":0.25807015294420566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023276439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014766011,0.004126802,0.00012763908,0.0025589066,0.0003814376,0.0021772473,0.0008562776,0.0036663578,0.98462874],"genre_scores_gemma":[0.018615287,0.004506021,0.005636131,0.000016974222,0.00018404331,0.000005833088,0.00017897956,0.0027149096,0.9681418],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926208,0.00031453135,0.0004420234,0.0019543981,0.0022774294,0.0023907954],"domain_scores_gemma":[0.9948754,0.00009849964,0.0007172557,0.0030331546,0.0007348633,0.00054085697],"candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0013937344,0.0009472411,0.0015365011,0.017087163,0.00048720537,0.000028507266,0.004726591,0.003482918,0.014800215],"category_scores_gemma":[0.00043488067,0.0011863572,0.0005330727,0.0069524175,0.010006066,0.00019267984,0.0022481924,0.004094188,0.015114372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022124963,0.0006745027,0.00027949104,0.00062352984,0.0010819207,0.0017141625,0.00037559093,0.00001040129,0.0039440016,0.0051934836,0.9785626,0.007319081],"study_design_scores_gemma":[0.0027502382,0.00051797135,0.00003617227,0.001463657,0.00013914176,0.000068433066,0.008304962,0.000009845948,0.0017985757,0.00088411476,0.9829888,0.0010381315],"about_ca_topic_score_codex":0.007419352,"about_ca_topic_score_gemma":0.0026651488,"teacher_disagreement_score":0.017138686,"about_ca_system_score_codex":0.0019172626,"about_ca_system_score_gemma":0.0012812648,"threshold_uncertainty_score":0.99919033},"labels":[],"label_agreement":null},{"id":"W7028985188","doi":"","title":"Improved sequential decision-making with structural priors: Enhanced treatment personalization with historical data","year":2023,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","topic":"","field":"","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":"Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Vetenskapsrådet; Pfizer; Novartis Pharmaceuticals Corporation; University of Southern California; Biogen; Eli Lilly and Company; Bristol-Myers Squibb; Knut och Alice Wallenbergs Stiftelse; BioClinica; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; Alzheimer's Association","keywords":"Prior probability; Benchmark (surveying); Estimator; Benchmarking; Matching (statistics); Latent variable; Set (abstract data type); Bayesian probability","score_opus":0.07157517403928527,"score_gpt":0.3441162500382112,"score_spread":0.27254107599892596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028985188","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19256637,0.024465447,0.11560488,0.009860242,0.0051587666,0.052801456,0.02425885,0.056176495,0.5191075],"genre_scores_gemma":[0.43941575,0.0057059885,0.06953683,0.0000113922415,0.00062910793,0.000053467877,0.0021024279,0.008696052,0.47384897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935814,0.00024884767,0.00035930346,0.0023639675,0.0019731568,0.0014733196],"domain_scores_gemma":[0.9949312,0.00023916118,0.00076255784,0.0030909844,0.000677294,0.0002987982],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006317808,0.0008651404,0.0012643891,0.006342054,0.0006195463,0.000043977452,0.003301264,0.0013538799,0.0013911709],"category_scores_gemma":[0.0003162326,0.0007717646,0.00016603954,0.0047871815,0.0030280594,0.00038894278,0.0015650049,0.0013384104,0.0002575055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024959624,0.0023962718,0.00369633,0.002627035,0.019666597,0.010527139,0.009455232,0.00027421818,0.027972072,0.002150109,0.548625,0.34765035],"study_design_scores_gemma":[0.026356496,0.017297005,0.00031534038,0.016043687,0.002855338,0.0005408833,0.07904352,0.011324921,0.0030274126,0.00047521663,0.8359232,0.006797008],"about_ca_topic_score_codex":0.005051618,"about_ca_topic_score_gemma":0.015536729,"teacher_disagreement_score":0.34085333,"about_ca_system_score_codex":0.006575522,"about_ca_system_score_gemma":0.0012561273,"threshold_uncertainty_score":0.9999426},"labels":[],"label_agreement":null},{"id":"W7030185390","doi":"","title":"Multi-omics approaches to unravel regulatory dynamics in yeast bioreactor cultivations","year":2024,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","topic":"","field":"","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":"Vetenskapsrådet; Novo Nordisk; Novo Nordisk Fonden; Svenska Forskningsrådet Formas; York University","keywords":"Yarrowia; Chemostat; Transcriptome; Yeast; Bioreactor; Saccharomyces cerevisiae; Bioprocess; Bioproduction; Industrial microbiology","score_opus":0.18001469670696912,"score_gpt":0.31709202192355235,"score_spread":0.13707732521658322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030185390","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019642564,0.0051390734,0.0015033948,0.011198054,0.0009895178,0.009780948,0.011857476,0.0049980613,0.9348909],"genre_scores_gemma":[0.067505464,0.0010344655,0.02905381,0.000013785549,0.0001230706,0.000036892037,0.00075364264,0.0028092102,0.89866966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945653,0.0002621484,0.00047089232,0.0019015361,0.0012337175,0.0015663818],"domain_scores_gemma":[0.99683523,0.000064428255,0.0003478291,0.0020217022,0.00029177993,0.00043902188],"candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013305048,0.0007692469,0.0011383002,0.021365276,0.00019389961,0.000036045545,0.0027465497,0.0024761076,0.0004685059],"category_scores_gemma":[0.00039776543,0.00095771253,0.00032802956,0.008397628,0.0040483535,0.00014526585,0.0020970737,0.0031918494,0.00455139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005718096,0.0030088623,0.0041867536,0.0030884421,0.0026259085,0.0017264092,0.0045200926,0.00010194886,0.015781762,0.07617143,0.87424767,0.013968931],"study_design_scores_gemma":[0.0038512931,0.0005260981,0.00104265,0.0046123425,0.00026887783,0.000052287804,0.12470408,0.007065454,0.0017549953,0.0011039304,0.8522528,0.0027652192],"about_ca_topic_score_codex":0.0034463971,"about_ca_topic_score_gemma":0.0089486055,"teacher_disagreement_score":0.12018398,"about_ca_system_score_codex":0.0042444333,"about_ca_system_score_gemma":0.0006618593,"threshold_uncertainty_score":0.9995781},"labels":[],"label_agreement":null},{"id":"W7034429073","doi":"","title":"Towards Optimal Real-Time Automotive Emission Control","year":2021,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Organizational Management and Innovation","field":"Business, Management and Accounting","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":"Energimyndigheten; Canada Excellence Research Chairs, Government of Canada","keywords":"Work (physics); Set (abstract data type); Filter (signal processing); TSG101; Control (management); Limiting","score_opus":0.021566703338926286,"score_gpt":0.2558836654446627,"score_spread":0.23431696210573638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034429073","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021078112,0.00035299783,0.0005247415,0.0069423905,0.00023530945,0.0007896854,0.00003211906,0.0006976949,0.98831725],"genre_scores_gemma":[0.031326372,0.001683549,0.0020792326,0.00015103746,0.00085705816,0.000004461212,0.0008688125,0.00050415966,0.9625253],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749905,0.000042426185,0.00024332487,0.0007315257,0.000882311,0.0006013826],"domain_scores_gemma":[0.99766326,0.000028123857,0.00045401824,0.00058125856,0.0012412402,0.000032119584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006191533,0.00034491118,0.0005778393,0.004863123,0.00032683386,0.00006292936,0.0010634507,0.0007964095,0.014832162],"category_scores_gemma":[0.00032814944,0.00040488268,0.00014514555,0.0041617616,0.0008723108,0.0003170344,0.00102191,0.0006688358,0.0005136658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008477113,0.00020224416,0.00085092493,0.00073859893,0.0004813071,0.00021473502,0.000040341154,0.000012042834,0.0040998813,0.022394229,0.9640323,0.006848614],"study_design_scores_gemma":[0.0016466454,0.00007093586,0.0004881721,0.0008240424,0.00013397746,0.0000025276324,0.0031809378,0.0011263626,0.000352331,0.00068177923,0.99092185,0.00057044707],"about_ca_topic_score_codex":0.0011545421,"about_ca_topic_score_gemma":0.000029768345,"teacher_disagreement_score":0.029218562,"about_ca_system_score_codex":0.00021241757,"about_ca_system_score_gemma":0.00017574609,"threshold_uncertainty_score":0.9998403},"labels":[],"label_agreement":null},{"id":"W7038252409","doi":"","title":"How Can We Prepare Teachers for Increasingly (Culturally) Diverse Classrooms?","year":2023,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","topic":"Marine Ecology and Invasive Species","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":"Diversity (politics); Inclusion (mineral); Context (archaeology); Variety (cybernetics); Institution; Cultural diversity; Set (abstract data type)","score_opus":0.04131939020528536,"score_gpt":0.27107312276413953,"score_spread":0.22975373255885417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038252409","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011463273,0.00064162887,0.00009642813,0.030356523,0.000635254,0.0035602837,0.0006664473,0.0020974253,0.9504827],"genre_scores_gemma":[0.007283571,0.003912003,0.0015874857,0.000016764428,0.00007797657,0.000017068385,0.000066876986,0.0003429662,0.9866953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968384,0.0001601037,0.00017600799,0.0010812712,0.0006533739,0.0010908607],"domain_scores_gemma":[0.9983377,0.00016544637,0.00031827673,0.00084471557,0.000101282705,0.00023262175],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005602579,0.0004297064,0.000641932,0.0014198564,0.00058565376,0.000026001317,0.0018327947,0.0013813373,0.0065833954],"category_scores_gemma":[0.00063674327,0.0004593399,0.00028905095,0.0014273684,0.0052169557,0.00017858093,0.0019362255,0.00096636085,0.0002591421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008992755,0.00012328853,0.0071872734,0.00015565868,0.0003362776,0.00014828438,0.00091513904,0.0000047908948,0.0004942998,0.0008492718,0.9657654,0.023930369],"study_design_scores_gemma":[0.00082240946,0.00038518166,0.00046208777,0.00018513393,0.000067839035,0.000008598249,0.03146561,0.000018567738,0.00019535281,0.0006114249,0.96534073,0.00043707268],"about_ca_topic_score_codex":0.0033755242,"about_ca_topic_score_gemma":0.035306804,"teacher_disagreement_score":0.036212552,"about_ca_system_score_codex":0.00091163354,"about_ca_system_score_gemma":0.000105943385,"threshold_uncertainty_score":0.99991506},"labels":[],"label_agreement":null},{"id":"W7047750864","doi":"","title":"Inclusive Waste Governance and Grassroots Innovations for Social, Environmental And Economic Change","year":2018,"lang":"en","type":"other","venue":"Chalmers Research (Chalmers University of Technology)","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":"Grassroots; Corporate governance; Livelihood; Government (linguistics); Participatory action research; Sustainability; Action research; Participant observation; Municipal solid waste; Environmental governance","score_opus":0.034930030986379604,"score_gpt":0.30624441234134403,"score_spread":0.27131438135496444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047750864","genre_codex":"other","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":[0.34093106,0.0042187255,0.0031347077,0.011605627,0.00045301396,0.007837039,0.0093435,0.00036298315,0.62211335],"genre_scores_gemma":[0.861052,0.0021084752,0.00046200363,0.000009796451,0.00052232895,0.00003462258,0.00020618326,0.00024371652,0.13536091],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984115,0.000048590733,0.00014633547,0.00059615343,0.00024354331,0.00055388897],"domain_scores_gemma":[0.99923044,0.000059105332,0.00023651835,0.0003085368,0.000063349726,0.00010204533],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002679035,0.00025431576,0.00045395026,0.0007663355,0.00053304224,0.000015450429,0.0005297462,0.00036664368,0.0008661759],"category_scores_gemma":[0.000006372511,0.00031065303,0.0000868282,0.00026742296,0.0030473908,0.00011591326,0.0010504018,0.00046750912,0.00006082871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019755881,0.0003396288,0.009126272,0.00046674086,0.0015858017,0.000022364402,0.0024377601,2.272742e-7,0.0024990765,0.1533112,0.5656709,0.26434246],"study_design_scores_gemma":[0.0031223742,0.0002833486,0.00034294376,0.0002825977,0.00009765507,0.0000041210706,0.03529908,0.0012227593,0.0010986726,0.016191322,0.9411536,0.0009015118],"about_ca_topic_score_codex":0.0009784073,"about_ca_topic_score_gemma":0.00007760482,"teacher_disagreement_score":0.5201209,"about_ca_system_score_codex":0.00030050328,"about_ca_system_score_gemma":0.0001916548,"threshold_uncertainty_score":0.99993455},"labels":[],"label_agreement":null}]}