{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99442166,0.0007709232,0.0015449115,0.00080103223,0.000067400106,0.00008423817,0.000019971507,0.000022357664,0.0022674247],"genre_scores_gemma":[0.99634856,0.00048235932,0.0011342404,0.00032504793,0.000042250373,0.000046756373,0.000019107842,0.000019591216,0.0015821303],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98964053,0.00710728,0.00039696795,0.0006341168,0.0010238871,0.0011971082],"domain_scores_gemma":[0.9877604,0.005818406,0.0009742115,0.00042818484,0.001193209,0.003825514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062050666,0.00073010736,0.0009637865,0.0021215796,0.010442558,0.0055555543,0.0026450306,0.0040405025,0.002986598],"category_scores_gemma":[0.014135346,0.00064063986,0.00065108924,0.0013473777,0.0061186445,0.0028958141,0.006902492,0.0036214807,0.0006154399],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078735175,0.0010940084,0.026914941,0.00023828745,0.000021013886,0.025520956,0.92666274,0.00018125601,0.00091932627,0.0011217276,0.0010582677,0.01618878],"study_design_scores_gemma":[0.000027838385,0.00065611093,0.009178983,0.0002273489,0.000022601838,0.010071099,0.9673836,0.0007127632,0.0009961255,0.0007314641,0.009939994,0.000052086878],"about_ca_topic_score_codex":0.0046632253,"about_ca_topic_score_gemma":0.009892224,"teacher_disagreement_score":0.010442558,"about_ca_system_score_codex":0.0049706483,"about_ca_system_score_gemma":0.0028087893,"threshold_uncertainty_score":0.036064804},"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":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007065504,0.8803164,0.028032621,0.008653489,0.00092164805,0.00006812768,0.00009113093,0.00020032092,0.07465071],"genre_scores_gemma":[0.119480185,0.85421765,0.017950142,0.0018819545,0.0010844648,0.000103494865,0.00020056001,0.00008045435,0.005001116],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773455,0.00070205843,0.0002685518,0.00045013032,0.00072445883,0.00012019351],"domain_scores_gemma":[0.9904847,0.006713686,0.00051204296,0.0004670771,0.0015594439,0.00026302593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030181298,0.00074101775,0.0008420528,0.0049455236,0.0012655696,0.0061772736,0.002633443,0.0034268931,0.0045012934],"category_scores_gemma":[0.01300524,0.00057854154,0.00027717953,0.01142341,0.0044568283,0.0053013493,0.0018643077,0.001897395,0.0013892964],"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":[0.00008503194,0.0002193711,0.0016180987,0.0064558485,0.000036597845,0.00035875762,0.0032002856,0.005902297,0.00054139853,0.13818355,0.020542916,0.82285595],"study_design_scores_gemma":[0.000029700144,0.00016845866,0.0028793206,0.021549243,0.00005558441,0.0015971111,0.006930172,0.005465181,0.001433839,0.11485895,0.8449513,0.000081143546],"about_ca_topic_score_codex":0.00466319,"about_ca_topic_score_gemma":0.0035284243,"teacher_disagreement_score":0.0061772736,"about_ca_system_score_codex":0.0031353023,"about_ca_system_score_gemma":0.0037709554,"threshold_uncertainty_score":0.022748351},"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":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03776312,0.07614318,0.42115766,0.4194343,0.002574826,0.001129516,0.00018555825,0.0015149864,0.04009685],"genre_scores_gemma":[0.24430218,0.052740537,0.6774855,0.015116844,0.0013547466,0.0019004201,0.00048769714,0.00069858826,0.005913443],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.8862402,0.07065289,0.006657001,0.0066985358,0.023762424,0.0059889248],"domain_scores_gemma":[0.6595955,0.23636857,0.008878022,0.032506015,0.051375024,0.011276871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12571529,0.0019182219,0.0021838995,0.0041658804,0.004281986,0.02470136,0.007983786,0.011426923,0.007826364],"category_scores_gemma":[0.18895209,0.0016788673,0.0013884619,0.004198305,0.01016733,0.035314474,0.01611164,0.011188176,0.004467262],"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":[0.00020743061,0.0015942869,0.007560544,0.0077227424,0.00013693236,0.0008455581,0.017628212,0.009092237,0.00435387,0.19523397,0.021376058,0.7342482],"study_design_scores_gemma":[0.000188392,0.0011314026,0.004454978,0.023554849,0.00011768927,0.0013857706,0.07130753,0.029396068,0.0056992453,0.45223665,0.4101252,0.00040229448],"about_ca_topic_score_codex":0.0031943256,"about_ca_topic_score_gemma":0.0027108507,"teacher_disagreement_score":0.12571529,"about_ca_system_score_codex":0.0043436275,"about_ca_system_score_gemma":0.022838434,"threshold_uncertainty_score":0.66485393},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97115,0.00028910898,0.019118853,0.00008577906,0.00006302023,0.00006552005,0.00009440251,0.00015655239,0.008976936],"genre_scores_gemma":[0.9822499,0.00021590451,0.009430353,0.000014504275,0.000008147908,0.000029332992,0.00009556705,0.000012372313,0.007943849],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992037,0.0000061969417,0.0000036678914,0.000018446863,0.000040603943,0.000010644536],"domain_scores_gemma":[0.9999683,0.000009263918,0.0000042135894,0.0000040949526,0.0000083288605,0.000005777519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017669408,0.00026452244,0.00036555048,0.0001970082,0.0003359373,0.00055427756,0.00044883235,0.00046291895,0.0013708207],"category_scores_gemma":[0.00011491803,0.00023638157,0.00034370626,0.00012437435,0.00024859153,0.00027888556,0.00032070008,0.0003558412,0.00033068887],"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":[0.0010267064,0.00061851507,0.0057582874,0.00043042834,0.000040285904,0.0007716805,0.00017754358,0.120771974,0.8252215,0.008145974,0.00071584457,0.03632123],"study_design_scores_gemma":[0.000107656924,0.00054668525,0.004969928,0.000022411228,0.000023422881,0.00016610033,0.00006877635,0.65398574,0.33516765,0.001151768,0.003759345,0.000030617797],"about_ca_topic_score_codex":0.0018870347,"about_ca_topic_score_gemma":0.0018432873,"teacher_disagreement_score":0.0018870347,"about_ca_system_score_codex":0.00036595494,"about_ca_system_score_gemma":0.0004152267,"threshold_uncertainty_score":0.004585862},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98122907,0.0002551676,0.0015564625,0.0011291855,0.0000145387685,0.00023825711,0.00012797405,0.00002321209,0.015426212],"genre_scores_gemma":[0.99514693,0.0001874361,0.0012735067,0.00015124577,0.0000027315234,0.00007760121,0.00010322734,0.000012554227,0.003044812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9913598,0.003540397,0.00021929367,0.00054479373,0.0017966403,0.0025389371],"domain_scores_gemma":[0.988246,0.0047966954,0.000774988,0.0005729426,0.0034710416,0.0021382712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065443693,0.00040408954,0.00041835697,0.0029267862,0.013703256,0.0054143285,0.0020180447,0.0017364473,0.0022732972],"category_scores_gemma":[0.0117971385,0.00033033095,0.0004275118,0.00494193,0.0071118837,0.0020599312,0.005057627,0.001716882,0.00021434159],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001139162,0.0013081598,0.15707706,0.0006771929,0.00015867676,0.014305792,0.60458314,0.013841783,0.0031454621,0.076266535,0.0077070845,0.11979002],"study_design_scores_gemma":[0.000049047834,0.00024681023,0.077882096,0.00026994967,0.00006674457,0.00037160126,0.869221,0.0053480687,0.002034115,0.0030947258,0.041326184,0.00008972782],"about_ca_topic_score_codex":0.90986574,"about_ca_topic_score_gemma":0.95790404,"teacher_disagreement_score":0.90858984,"about_ca_system_score_codex":0.091410175,"about_ca_system_score_gemma":0.073015586,"threshold_uncertainty_score":0.6632303},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49010587,0.0015681877,0.49882036,0.00013398289,0.00016454155,0.00010233263,0.00026852256,0.0018863226,0.006949931],"genre_scores_gemma":[0.73832214,0.00060616055,0.25269577,0.00017078046,0.00006231445,0.00010469381,0.00036046756,0.00010039703,0.0075771743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999062,0.000011187117,0.0000043857826,0.000019574061,0.00004299529,0.000015592013],"domain_scores_gemma":[0.9999094,0.000018742156,0.000026087075,0.000015652864,0.000021497232,0.000008600193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010433066,0.0002961129,0.0002358611,0.00022457434,0.00009376968,0.0003086604,0.0006475362,0.0004301237,0.0007810065],"category_scores_gemma":[0.00010870021,0.00018917407,0.00018788071,0.00017873305,0.00017580441,0.00045413105,0.0002934366,0.00030536784,0.00065388443],"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":[0.00009716224,0.00004261342,0.00068379793,0.00012303948,0.00001806742,0.00019108887,0.00003585803,0.0007046809,0.9724793,0.0018615671,0.00035431975,0.023408568],"study_design_scores_gemma":[0.000037648348,0.0010056804,0.0032788438,0.000021283106,0.000050381557,0.0016975107,0.000033423177,0.016775975,0.9581443,0.0004078095,0.018524503,0.000022610897],"about_ca_topic_score_codex":0.000088763205,"about_ca_topic_score_gemma":0.00012811272,"teacher_disagreement_score":0.0007810065,"about_ca_system_score_codex":0.00010051597,"about_ca_system_score_gemma":0.00012450463,"threshold_uncertainty_score":0.00261271},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30468526,0.0005554401,0.6862792,0.000383159,0.00008454331,0.00009345633,0.0009940721,0.0011540883,0.005770733],"genre_scores_gemma":[0.9809441,0.0001397565,0.016145116,0.000025275845,0.0000096141075,0.00007681855,0.00040976168,0.000029804612,0.0022198698],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989367,0.000017795126,0.000007352078,0.000035872963,0.000027791548,0.000017544015],"domain_scores_gemma":[0.9997756,0.0001143813,0.000028561393,0.000009923711,0.00005993926,0.000011539098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032266622,0.00053303223,0.0005304016,0.00039154594,0.0002593226,0.00078508136,0.0006821186,0.00085981155,0.0010697509],"category_scores_gemma":[0.0006594531,0.00040551616,0.00062419026,0.0003851479,0.00024388888,0.00043564718,0.00032689204,0.0007168401,0.00017116615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001725812,0.000012602827,0.00064474373,0.000019601533,0.000013318323,0.000034431596,0.000016844064,0.9927463,0.0011708982,0.00033040607,0.00011031885,0.0048832926],"study_design_scores_gemma":[6.176223e-7,0.0000027701487,0.00013616912,8.370236e-7,0.0000011259882,0.0000017596336,0.0000020474397,0.999559,0.00012964867,0.000086031294,0.00007882187,0.0000012369604],"about_ca_topic_score_codex":0.03237444,"about_ca_topic_score_gemma":0.02506249,"teacher_disagreement_score":0.03237444,"about_ca_system_score_codex":0.0006344546,"about_ca_system_score_gemma":0.0006966604,"threshold_uncertainty_score":0.064372},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32416993,0.0030754353,0.45457673,0.005763495,0.0006603315,0.00009062883,0.00018370542,0.00062027195,0.2108594],"genre_scores_gemma":[0.9592529,0.00070198666,0.0277679,0.000413805,0.00025935614,0.000057368157,0.0000590851,0.00008749853,0.011400168],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996136,0.00014480251,0.000011245446,0.00005160518,0.00011762003,0.000061261104],"domain_scores_gemma":[0.999355,0.00022748714,0.000062965315,0.00015674884,0.00008536912,0.00011231656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093354454,0.00084400724,0.0011015771,0.0008033197,0.0013845725,0.0022964398,0.0014072391,0.0016616201,0.003643646],"category_scores_gemma":[0.0012953023,0.00037197876,0.0009725722,0.000608509,0.003368911,0.0042181867,0.0012097256,0.0018026344,0.00054543157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074470986,0.000009741624,0.000089774054,0.000025032654,0.0000054930842,0.0000732871,0.00004435796,0.0029472155,0.00062578084,0.9951556,0.00018957883,0.00082666],"study_design_scores_gemma":[0.000007938391,0.0000164683,0.00013140115,0.000007671833,0.0000052997652,0.00010622685,0.000027109127,0.035115067,0.00024786592,0.96338904,0.00093753583,0.000008489752],"about_ca_topic_score_codex":0.00091220904,"about_ca_topic_score_gemma":0.00097562646,"teacher_disagreement_score":0.003643646,"about_ca_system_score_codex":0.0009411537,"about_ca_system_score_gemma":0.00094593584,"threshold_uncertainty_score":0.01218915},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19951187,0.0092066135,0.07643146,0.032834247,0.01130414,0.0020013808,0.0022557573,0.003959555,0.6624949],"genre_scores_gemma":[0.6330136,0.005813758,0.108584546,0.0034420518,0.0017954018,0.0036040517,0.0055482774,0.0054061133,0.23279232],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97471786,0.016171193,0.00081161235,0.0018222614,0.0047053876,0.0017717864],"domain_scores_gemma":[0.96146953,0.01614274,0.001468413,0.0070291366,0.007033576,0.0068566157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022772064,0.0011871278,0.00066724484,0.004714007,0.010289981,0.019409915,0.0026939553,0.0033905471,0.035043024],"category_scores_gemma":[0.047321666,0.0003921896,0.0010489508,0.004411684,0.0064768204,0.008949443,0.023861947,0.0042062406,0.01044446],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032129005,0.00051152817,0.0026081603,0.00164585,0.000051760722,0.0010015793,0.386261,0.00081553793,0.0053528096,0.04797728,0.18546745,0.3679858],"study_design_scores_gemma":[0.00004403634,0.00012097879,0.0021224231,0.0013591056,0.000027811458,0.00047591786,0.127623,0.0010088247,0.0022209142,0.009961805,0.8549379,0.00009724591],"about_ca_topic_score_codex":0.0044923965,"about_ca_topic_score_gemma":0.012476792,"teacher_disagreement_score":0.035043024,"about_ca_system_score_codex":0.004412488,"about_ca_system_score_gemma":0.008402629,"threshold_uncertainty_score":0.1204316},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888265,0.00022518345,0.007931786,0.00016529462,0.000014692154,0.000011186884,0.00013208458,0.000097686265,0.0025955238],"genre_scores_gemma":[0.99901414,0.000030930067,0.0007871901,0.000010467913,0.0000039672386,0.0000018564289,0.000041302177,0.0000053628896,0.000104745],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993455,0.000015121664,0.0000033636738,0.000021608152,0.000009722667,0.000015541016],"domain_scores_gemma":[0.9995913,0.00010243522,0.00015509989,0.000048205406,0.00005235872,0.000050585557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002321167,0.00017726902,0.00023136986,0.00042502373,0.0005598019,0.0008863853,0.00047321155,0.0005297397,0.0011625909],"category_scores_gemma":[0.0013575688,0.00020726283,0.00028429859,0.0002863868,0.00043671014,0.00067431165,0.0002961163,0.00020498324,0.00014911349],"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":[0.0003567856,0.0000808977,0.6539524,0.00020148008,0.00030377443,0.0025306393,0.00071882503,0.24476473,0.053727962,0.021899318,0.0014524424,0.020010691],"study_design_scores_gemma":[0.000053953732,0.00011062566,0.35565147,0.000055989796,0.0001333483,0.0012729361,0.0008286858,0.6079474,0.007975606,0.020050658,0.005853465,0.00006585638],"about_ca_topic_score_codex":0.0065203276,"about_ca_topic_score_gemma":0.005106035,"teacher_disagreement_score":0.0065203276,"about_ca_system_score_codex":0.0008109996,"about_ca_system_score_gemma":0.00026513523,"threshold_uncertainty_score":0.012964785},"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":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06643107,0.6595273,0.0035126111,0.0016632606,0.0005202957,0.0011536914,0.26515308,0.00021598394,0.0018227156],"genre_scores_gemma":[0.39436877,0.4244768,0.008760533,0.0016585835,0.0004953009,0.0066480497,0.16230354,0.00020345855,0.0010849796],"study_design_codex":"observational","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9957488,0.0011431981,0.0011715931,0.00069163425,0.000993572,0.0002512352],"domain_scores_gemma":[0.9912537,0.0025952286,0.0028488564,0.0005890116,0.0024237079,0.00028949438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009933112,0.0012310692,0.0031619892,0.014747939,0.0004221186,0.0011191356,0.0008774152,0.0006382415,0.0021650274],"category_scores_gemma":[0.01931177,0.0008563595,0.009711085,0.019344823,0.00063316553,0.0012746231,0.0024006686,0.0011640032,0.0004725415],"study_design_candidate":"meta_analysis","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":[0.0014350365,0.00006063011,0.5270611,0.1768067,0.07593538,0.0003308742,0.0019042919,0.002327853,0.00034594905,0.002145746,0.10183342,0.10981296],"study_design_scores_gemma":[0.0007323755,0.00028302328,0.7008941,0.12205337,0.085269846,0.00088908256,0.0016718478,0.0015305531,0.00039013973,0.0021218278,0.08394239,0.00022145793],"about_ca_topic_score_codex":0.0478816,"about_ca_topic_score_gemma":0.07032654,"teacher_disagreement_score":0.0478816,"about_ca_system_score_codex":0.0023545418,"about_ca_system_score_gemma":0.009117052,"threshold_uncertainty_score":0.095205784},"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":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012181183,0.006392596,0.3270034,0.024148153,0.008436134,0.0023171643,0.012167524,0.009208227,0.5981457],"genre_scores_gemma":[0.10948041,0.013281735,0.4989525,0.017811043,0.0016342329,0.0060347747,0.053630933,0.0070072873,0.29216707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9770924,0.004881831,0.0039973934,0.0015422183,0.010657877,0.0018282247],"domain_scores_gemma":[0.94734114,0.0115192365,0.0031621354,0.008382386,0.026988301,0.0026068592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020711923,0.0015073502,0.00068063603,0.007457879,0.0030976138,0.012736845,0.0043586204,0.00673289,0.021371486],"category_scores_gemma":[0.053887587,0.00090544217,0.0015023055,0.0056296885,0.004915422,0.010929702,0.012191352,0.0064777685,0.015620983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018167596,0.00020097819,0.0025373169,0.0023743636,0.000029544812,0.00025870313,0.003040264,0.0026598359,0.0037662433,0.5634107,0.23063755,0.19090283],"study_design_scores_gemma":[0.00001559066,0.000023789884,0.00089960184,0.0013810388,0.000013847485,0.0001567139,0.0006267139,0.0006115571,0.0017496509,0.026116388,0.9683571,0.000048020327],"about_ca_topic_score_codex":0.022406815,"about_ca_topic_score_gemma":0.016428955,"teacher_disagreement_score":0.022406815,"about_ca_system_score_codex":0.007647766,"about_ca_system_score_gemma":0.019926619,"threshold_uncertainty_score":0.10953647},"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":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023524415,0.06014869,0.019683475,0.1844915,0.014920464,0.00032320834,0.00086888316,0.0010682229,0.69497114],"genre_scores_gemma":[0.13647243,0.054417726,0.030838538,0.029076407,0.0029802416,0.000404134,0.0016730694,0.0015408534,0.74259657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924406,0.0020287144,0.0003263329,0.0010316201,0.0032556963,0.00091701513],"domain_scores_gemma":[0.9913982,0.0016685817,0.0005497825,0.0008107212,0.003394211,0.0021784357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005999411,0.0013041197,0.0008837386,0.002033132,0.0048753945,0.016607432,0.0018342878,0.0051179985,0.06037745],"category_scores_gemma":[0.009046429,0.000732003,0.0011984748,0.002215228,0.004441153,0.010763182,0.0077302507,0.008437325,0.04377971],"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":[0.00025659474,0.0005491611,0.0031423585,0.0022630508,0.000057269925,0.0012409586,0.028612236,0.00052842486,0.011163391,0.17336541,0.45424905,0.32457215],"study_design_scores_gemma":[0.000007964542,0.000059663183,0.0010917205,0.0010787891,0.000011364636,0.00024901325,0.0060271593,0.000063952204,0.0012018877,0.011910303,0.97826505,0.000033118788],"about_ca_topic_score_codex":0.0050209425,"about_ca_topic_score_gemma":0.010022205,"teacher_disagreement_score":0.06037745,"about_ca_system_score_codex":0.0050924346,"about_ca_system_score_gemma":0.011524499,"threshold_uncertainty_score":0.20198268},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98455805,0.0022150641,0.0012689455,0.00025860305,0.000023441075,0.00002975999,0.00015927637,0.000023501734,0.011463302],"genre_scores_gemma":[0.99545056,0.0007632474,0.0007128286,0.00009420511,0.00000547173,0.000015777341,0.000100163255,0.0000076123592,0.00285014],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939394,0.00010966316,0.00002746732,0.00007914138,0.00028695943,0.000102667094],"domain_scores_gemma":[0.9991596,0.00021757398,0.00018619213,0.000020428628,0.00029960764,0.00011668084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144913,0.00016097042,0.00016556986,0.0007917122,0.0003418514,0.0007972905,0.00023698297,0.00028389177,0.0020834724],"category_scores_gemma":[0.0009918753,0.000085991225,0.00014560425,0.00042479835,0.00061184855,0.00047745116,0.0005554402,0.0003862572,0.0004049369],"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":[0.00034359642,0.00007937795,0.014384124,0.000412026,0.000016902635,0.00042090024,0.00077727286,0.00052076025,0.95789385,0.0011516036,0.00031412195,0.023685487],"study_design_scores_gemma":[0.000017869777,0.00093359035,0.08149993,0.00016999528,0.000037327627,0.0006654334,0.0033359937,0.0019152077,0.8884691,0.0017153883,0.021185795,0.00005446594],"about_ca_topic_score_codex":0.005311681,"about_ca_topic_score_gemma":0.0071021663,"teacher_disagreement_score":0.005311681,"about_ca_system_score_codex":0.00064892194,"about_ca_system_score_gemma":0.000629562,"threshold_uncertainty_score":0.010561526},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034251265,0.00047870638,0.0010810657,0.00043171816,0.00025870884,0.00004419609,0.0026012224,0.0018960605,0.9928658],"genre_scores_gemma":[0.0006806115,0.00024366593,0.00054167066,0.0000713219,0.0000185204,0.000018849156,0.0012207151,0.00052622205,0.9966785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958044,0.00004119095,0.000014366301,0.00010297879,0.00016575969,0.000095226285],"domain_scores_gemma":[0.9990633,0.00010751347,0.000038911032,0.00018887459,0.0003657158,0.00023563593],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005603397,0.0013043532,0.0008757497,0.0021491149,0.0023809692,0.004111946,0.0015635921,0.001538016,0.7998457],"category_scores_gemma":[0.0016212126,0.00062593434,0.00061011355,0.0019546035,0.000642638,0.0018835427,0.0017834397,0.0017154596,0.71197236],"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":[0.000086320964,0.00004916732,0.00010852443,0.00012593558,0.000004673517,0.000063372354,0.000050299026,0.000101569436,0.0005187825,0.008217088,0.882827,0.10784726],"study_design_scores_gemma":[0.000011586947,0.000009054051,0.00030322213,0.000057554156,0.0000036197782,0.000043006086,0.000035789053,0.00007931702,0.0001983282,0.0010853916,0.99816763,0.0000054414504],"about_ca_topic_score_codex":0.018160643,"about_ca_topic_score_gemma":0.05482431,"teacher_disagreement_score":0.2001543,"about_ca_system_score_codex":0.0014863267,"about_ca_system_score_gemma":0.0022398725,"threshold_uncertainty_score":0.28549576},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.102152005,0.0004102198,0.8913475,0.0009908932,0.000052765074,0.0003551086,0.00029118347,0.00048082863,0.0039195837],"genre_scores_gemma":[0.79584783,0.00030444816,0.20084183,0.00028660588,0.000041312098,0.00038138876,0.00041487976,0.000058207464,0.0018234125],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958925,0.00270174,0.00016126003,0.000606182,0.0003880763,0.00025023601],"domain_scores_gemma":[0.9693657,0.025533045,0.0017448071,0.0020514121,0.00067659357,0.00062845537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009646167,0.0008127642,0.0015220562,0.0006369192,0.0004541401,0.0014495945,0.0019461726,0.0016296493,0.0048014675],"category_scores_gemma":[0.033249713,0.00084344525,0.0009894794,0.00074064464,0.00093043,0.0024455495,0.0013928601,0.0027925146,0.00044859733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047869605,0.00020862462,0.0014105147,0.000078235134,0.00007028057,0.000048399404,0.00013300835,0.93469626,0.0005741368,0.01984748,0.0006659052,0.041788384],"study_design_scores_gemma":[0.000104557854,0.00014299422,0.00026206597,0.000018395533,0.000017084056,0.000020715659,0.000013907728,0.9776865,0.00043704035,0.020808274,0.0004764122,0.0000120349305],"about_ca_topic_score_codex":0.004658792,"about_ca_topic_score_gemma":0.0043767374,"teacher_disagreement_score":0.009646167,"about_ca_system_score_codex":0.0014396393,"about_ca_system_score_gemma":0.0028573193,"threshold_uncertainty_score":0.051014364},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42107865,0.017659923,0.53152496,0.0027399424,0.0005702992,0.0005581811,0.016111827,0.0037446946,0.0060115517],"genre_scores_gemma":[0.58967686,0.010811587,0.3856897,0.0014498336,0.00023871865,0.0010093078,0.008851497,0.00064911874,0.0016233271],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989895,0.00018853617,0.0001090788,0.00031856453,0.00030505206,0.00008919835],"domain_scores_gemma":[0.99874544,0.00061027915,0.00016638778,0.00016206814,0.00023717585,0.00007862886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024261177,0.0011041053,0.0019363952,0.002577739,0.00068570237,0.0024764095,0.00082994654,0.0009653681,0.0010980227],"category_scores_gemma":[0.002282438,0.0006643026,0.001871751,0.002681168,0.00050789135,0.0016041701,0.0012534627,0.002222526,0.0005517272],"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":[0.00084921485,0.0004121654,0.022974046,0.0021541936,0.0009222986,0.0006139106,0.00087547814,0.046972405,0.83613366,0.007050199,0.0016417674,0.07940072],"study_design_scores_gemma":[0.00009997427,0.00050630997,0.07847296,0.00038797074,0.0006519428,0.00048809353,0.001999926,0.53526264,0.30757216,0.03404684,0.040180087,0.00033114],"about_ca_topic_score_codex":0.0033246363,"about_ca_topic_score_gemma":0.0031478866,"teacher_disagreement_score":0.0033246363,"about_ca_system_score_codex":0.0014009217,"about_ca_system_score_gemma":0.0010485826,"threshold_uncertainty_score":0.012830675},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004094368,0.00046213527,0.99203944,0.00014922755,0.000052688516,0.000014979166,0.000008428434,0.00022288253,0.0029558847],"genre_scores_gemma":[0.542114,0.0017727957,0.44906026,0.0002737188,0.00017148546,0.00018597521,0.00007268884,0.00018393566,0.0061651934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927527,0.00019420026,0.000035102785,0.00012700875,0.00028716025,0.00008122096],"domain_scores_gemma":[0.99927646,0.00038481635,0.00008102842,0.00006885178,0.00016487068,0.00002402869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012345096,0.0010090581,0.0008718212,0.00044315422,0.00027448713,0.0015405663,0.0010740162,0.0010682142,0.0018043735],"category_scores_gemma":[0.002309784,0.00059021154,0.0005893554,0.00048289506,0.0011720904,0.0011610631,0.001042609,0.002004138,0.00047357593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007511707,0.000051988565,0.00013492732,0.000133304,0.000022296103,0.00002667049,0.000102809136,0.86118126,0.007818733,0.075123474,0.0012233387,0.05410611],"study_design_scores_gemma":[0.000009099628,0.000024396384,0.000029637511,0.000012142962,0.0000035479286,0.0000051948496,0.000009398552,0.9856953,0.00097067433,0.0114294235,0.0018063565,0.000004918685],"about_ca_topic_score_codex":0.0029002815,"about_ca_topic_score_gemma":0.0015737916,"teacher_disagreement_score":0.0029002815,"about_ca_system_score_codex":0.0009977663,"about_ca_system_score_gemma":0.0010184243,"threshold_uncertainty_score":0.0072393417},"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":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025787467,0.05339272,0.013518733,0.68198997,0.025354262,0.0012630459,0.00039377526,0.0006973939,0.1976027],"genre_scores_gemma":[0.36322802,0.09482468,0.03491974,0.13227634,0.0063688545,0.0039088205,0.0012454988,0.00083427416,0.3623938],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944776,0.002473244,0.00023878626,0.00045319434,0.0009566985,0.0014004139],"domain_scores_gemma":[0.99212885,0.0012794058,0.0002810335,0.00046331724,0.0017919673,0.0040555685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009990118,0.00073400117,0.00040317568,0.0008285239,0.006280658,0.010828905,0.0029661718,0.0060641346,0.024947224],"category_scores_gemma":[0.008695689,0.00043848445,0.0008706303,0.0007153006,0.0029298393,0.011334735,0.009467237,0.008007905,0.010022929],"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":[0.0001270966,0.0008213388,0.0018873478,0.002820368,0.000017396093,0.0008177611,0.06881207,0.0002953873,0.0023700984,0.047740515,0.48963213,0.3846585],"study_design_scores_gemma":[0.000024324167,0.00011326798,0.0018038912,0.0017691137,0.000007868613,0.00031060228,0.058203693,0.00005354249,0.0007348923,0.008110786,0.9288277,0.0000403161],"about_ca_topic_score_codex":0.003535085,"about_ca_topic_score_gemma":0.00992564,"teacher_disagreement_score":0.024947224,"about_ca_system_score_codex":0.0053382483,"about_ca_system_score_gemma":0.01487456,"threshold_uncertainty_score":0.083456814},"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":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45341897,0.0062817307,0.0994677,0.06705727,0.0005903326,0.0005857945,0.00007454825,0.00036516873,0.3721585],"genre_scores_gemma":[0.97972465,0.0010378957,0.009608867,0.0009869458,0.000048832833,0.00018093144,0.00001955111,0.000047728292,0.008344571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930882,0.0043635196,0.00014438461,0.0006135551,0.0007050378,0.0010852641],"domain_scores_gemma":[0.99506974,0.002437767,0.0005497886,0.00081119343,0.00023549533,0.00089600513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009618827,0.0004956956,0.00032434866,0.0014085431,0.007039699,0.010305446,0.0015214686,0.0023816773,0.007527875],"category_scores_gemma":[0.0075341803,0.0003131447,0.00048646843,0.0015764935,0.025476124,0.010725505,0.016620286,0.0020349275,0.0005187318],"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":[0.00005097885,0.0002745458,0.004390735,0.0005398042,0.000049260638,0.0007022456,0.13694622,0.0027353726,0.0016473721,0.70009226,0.0048456355,0.14772567],"study_design_scores_gemma":[0.000045834706,0.00015477966,0.0051589804,0.00053044275,0.0000340716,0.00018306558,0.091404915,0.0016658355,0.0016984562,0.6527362,0.24635114,0.000036235422],"about_ca_topic_score_codex":0.0016394218,"about_ca_topic_score_gemma":0.0042553972,"teacher_disagreement_score":0.010305446,"about_ca_system_score_codex":0.0059441817,"about_ca_system_score_gemma":0.008461287,"threshold_uncertainty_score":0.050869882},"labels":[],"label_agreement":null}]}