{"meta":{"query_hash":"132358336e28","filters":{"venue":"Pump Industry Analyst"},"cohort_total":143,"direct_labels_cover":0,"predictions_cover":143,"exported":143,"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/132358336e28","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pump+Industry+Analyst"},"results":[{"id":"W2808535870","doi":"10.1016/s1359-6128(18)30133-2","title":"Fluid Handling Industry Update: M&amp;A Activity","year":2018,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Pace; Quarter (Canadian coin); Business; Commerce; History; Geography","score_opus":0.020006846306924314,"score_gpt":0.25218633509784005,"score_spread":0.23217948879091574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808535870","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":[0.9725425,0.00015783551,0.003766537,0.00024653054,0.0007504962,0.00008496829,0.000016820259,0.0006434822,0.021790827],"genre_scores_gemma":[0.99608827,0.00003753333,0.00026937076,0.00007200076,0.0016351292,0.000017442851,0.000014324178,0.000048466605,0.0018174538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987335,0.000021751093,0.00024936642,0.00028329107,0.00021650777,0.00049555465],"domain_scores_gemma":[0.9992358,0.000039047663,0.00003608771,0.00044165985,0.00007999018,0.000167405],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021228589,0.0003029291,0.00033319832,0.00017789731,0.00018694393,0.000072270035,0.00024754493,0.000798638,0.00082904444],"category_scores_gemma":[0.000084032865,0.00030396093,0.00009549137,0.00060315675,0.00009503533,0.00021006908,0.00011624812,0.0016122527,0.0002927675],"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":[0.00017453525,0.00055537146,0.2824039,0.0010373413,0.006781818,0.00025144615,0.0021805188,0.16660039,0.06582022,0.0017308166,0.3539816,0.11848203],"study_design_scores_gemma":[0.0010836902,0.00011957544,0.061699495,0.00025536955,0.00047912446,0.00007185437,0.00031547464,0.075098716,0.10580358,0.00018776317,0.7525221,0.0023632564],"about_ca_topic_score_codex":0.000066925655,"about_ca_topic_score_gemma":0.00009243575,"teacher_disagreement_score":0.39854047,"about_ca_system_score_codex":0.00008563391,"about_ca_system_score_gemma":0.000024421333,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W4205226414","doi":"10.1016/s1359-6128(21)00063-x","title":"Framo invests in Norwegian aquaculture project","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Norwegian; Aquaculture; Business; Environmental planning; Fishery; Geography; Fish <Actinopterygii>; Biology","score_opus":0.014600101681083546,"score_gpt":0.23888251626903956,"score_spread":0.224282414587956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205226414","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":[0.925238,0.0008143986,0.00018885052,0.0005267997,0.0003934927,0.0001329981,0.000017552797,0.0003909189,0.07229695],"genre_scores_gemma":[0.99693984,0.00008696072,0.00027340694,0.00009223575,0.00023969423,0.000026025844,0.00003716686,0.000026423477,0.0022782485],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991179,0.000020873927,0.00022283505,0.00020365336,0.00013451945,0.00030019582],"domain_scores_gemma":[0.9996241,0.000022836455,0.000015599768,0.00023573816,0.000038953556,0.000062818566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008512048,0.00018994624,0.00025541586,0.00013504765,0.00003652588,0.000041559364,0.00012037529,0.0003218451,0.00012807728],"category_scores_gemma":[0.00008303456,0.00018498725,0.00006828177,0.000901924,0.000019724228,0.00009966714,0.000058632315,0.0009127674,0.000028707233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013303962,0.0002938736,0.57622135,0.0010822403,0.0014893754,0.0025522306,0.004275426,0.21949415,0.007642739,0.0013532139,0.17151172,0.014070393],"study_design_scores_gemma":[0.0015356289,0.000059406437,0.3779421,0.0005173125,0.00025122054,0.00014840068,0.0042317836,0.05093749,0.022161283,0.00025550002,0.53963834,0.00232153],"about_ca_topic_score_codex":0.00008043229,"about_ca_topic_score_gemma":0.00036574912,"teacher_disagreement_score":0.36812663,"about_ca_system_score_codex":0.00006447306,"about_ca_system_score_gemma":0.00003794159,"threshold_uncertainty_score":0.7543561},"labels":[],"label_agreement":null},{"id":"W4205496171","doi":"10.1016/s1359-6128(20)30064-1","title":"Alfa Laval announces cost reduction program in response to Covid-19","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Reduction (mathematics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cost reduction; 2019-20 coronavirus outbreak; Aeronautics; Virology; Medicine; Engineering; Business; Mathematics","score_opus":0.1201736371271129,"score_gpt":0.42608311832168466,"score_spread":0.30590948119457173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205496171","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":[0.6524314,0.00007090784,0.000055219036,0.34412193,0.00016334705,0.0014619,0.00004328402,0.00015562204,0.001496332],"genre_scores_gemma":[0.98389935,0.0000156469,0.00018311485,0.013688253,0.0010569663,0.0002140558,0.000075115415,0.000019287228,0.00084818003],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971461,0.00068805576,0.00066367426,0.00050724624,0.0004583602,0.0005365246],"domain_scores_gemma":[0.99695826,0.00009526871,0.00012534035,0.0003113123,0.00015295386,0.0023568512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023960392,0.00018140175,0.00049049954,0.0002954171,0.00012810357,0.000051270545,0.00013090657,0.0005178332,0.00018942822],"category_scores_gemma":[0.00296547,0.00016275843,0.000077187025,0.002076417,0.000052961026,0.00012164531,0.00003700672,0.001164745,0.00009698869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01354856,0.0015858309,0.5018246,0.0032290781,0.00035322577,0.0020930495,0.028725997,0.0011315176,0.0076923454,0.00048944604,0.26727626,0.17205007],"study_design_scores_gemma":[0.0011350359,0.0011177278,0.037454344,0.00014289698,0.000027613192,0.00015226805,0.005279331,0.00052449433,0.00009162845,0.000008736502,0.9538647,0.00020125115],"about_ca_topic_score_codex":0.007913658,"about_ca_topic_score_gemma":0.00048627213,"teacher_disagreement_score":0.6865884,"about_ca_system_score_codex":0.0005475993,"about_ca_system_score_gemma":0.003979045,"threshold_uncertainty_score":0.99869275},"labels":[],"label_agreement":null},{"id":"W4205870140","doi":"10.1016/s1359-6128(21)00078-1","title":"Mergers &amp; Acquisitions Review 2020","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mergers and acquisitions; Business; Finance; Political science; History; Archaeology","score_opus":0.08372128322535996,"score_gpt":0.3693021678782757,"score_spread":0.28558088465291576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205870140","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22487113,0.0329854,0.57672614,0.039742943,0.0017024603,0.0018751117,0.0003222769,0.0011730314,0.1206015],"genre_scores_gemma":[0.8088298,0.01984621,0.08114613,0.010208093,0.0024974223,0.0001463219,0.0030721405,0.00019993565,0.07405399],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987122,0.00012864417,0.00045067782,0.0002655004,0.00025764288,0.00018537256],"domain_scores_gemma":[0.9987811,0.00011240217,0.0001672619,0.00047447166,0.00035094068,0.00011384851],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034421863,0.00013934166,0.00030497895,0.000048140642,0.00017672026,0.000039044262,0.00011051036,0.0002395479,0.00763637],"category_scores_gemma":[0.0007274565,0.00013989864,0.0001516513,0.0007239433,0.00002116172,0.0001487723,0.000035809986,0.00033275544,0.0001235601],"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":[0.000021928792,0.0010492548,0.008975521,0.0042820084,0.0012998742,0.00012532131,0.0013344139,0.25599134,0.0007469433,0.045432616,0.67788005,0.0028607007],"study_design_scores_gemma":[0.002757059,0.000064686334,0.0012678045,0.010614501,0.0074215443,0.00020058686,0.0014574728,0.35380805,0.0027807255,0.08456977,0.5314446,0.0036132203],"about_ca_topic_score_codex":0.000010648213,"about_ca_topic_score_gemma":0.0000438106,"teacher_disagreement_score":0.5839586,"about_ca_system_score_codex":0.00004427889,"about_ca_system_score_gemma":0.00010760047,"threshold_uncertainty_score":0.99327075},"labels":[],"label_agreement":null},{"id":"W4206176274","doi":"10.1016/s1359-6128(14)70100-4","title":"CECO Environmental Corp, USA","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Oil refinery; Refinery; Carbon footprint; General partnership; Asphalt; Petroleum; Environmental science; Scale (ratio); Carbon capture and storage (timeline); Fossil fuel; Oil sands; Waste management; Greenhouse gas; Engineering; Business; Geology; Climate change; Geography; Archaeology","score_opus":0.011133100457589752,"score_gpt":0.22237323977446366,"score_spread":0.2112401393168739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206176274","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":[0.86948955,0.000059282138,0.00012621825,0.00021330803,0.000030724794,0.00000254158,0.00002549814,0.00006271906,0.12999016],"genre_scores_gemma":[0.9370625,0.000009449806,0.000049298804,0.00018244366,0.00044778283,0.0000068828263,0.000081661296,0.000019217243,0.062140778],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986427,0.000029269231,0.00028568323,0.00039381793,0.00030069303,0.00034786513],"domain_scores_gemma":[0.99914074,0.00004447635,0.0001617235,0.00043885404,0.000011422168,0.00020275688],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018702711,0.00020898628,0.00028473197,0.00007686056,0.00021657211,0.00008353344,0.00032032694,0.0004151391,0.011896322],"category_scores_gemma":[0.00005731532,0.00019935082,0.0001782899,0.00016561679,0.00010635548,0.00011995545,0.00006718491,0.00074095523,0.0006681011],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023566892,0.00037132882,0.6625983,0.00009021116,0.00053959474,0.000036094683,0.0001070259,0.0007550919,0.27166474,0.00009580193,0.0015942192,0.062123984],"study_design_scores_gemma":[0.0024415017,0.00007529778,0.024764992,0.00026151707,0.0018070354,0.00013107865,0.0017498533,0.04478407,0.28412357,0.00036583227,0.6371037,0.0023915817],"about_ca_topic_score_codex":0.00006398112,"about_ca_topic_score_gemma":0.000010701129,"teacher_disagreement_score":0.63783336,"about_ca_system_score_codex":0.0000784668,"about_ca_system_score_gemma":0.000023357727,"threshold_uncertainty_score":0.98900694},"labels":[],"label_agreement":null},{"id":"W4206484420","doi":"10.1016/s1359-6128(21)00120-8","title":"KSB off to a solid start in 2021","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","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":"Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Pandemic; Revenue; 2019-20 coronavirus outbreak; Start up; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Business; History; Internal medicine; Finance; Infectious disease (medical specialty); Business administration; Disease","score_opus":0.04502031374076729,"score_gpt":0.24518423771751482,"score_spread":0.20016392397674754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206484420","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":[0.9622823,0.00041086497,0.0003676036,0.0028931063,0.00052913325,0.00009150997,0.00007206143,0.00001531115,0.033338092],"genre_scores_gemma":[0.9902341,0.000047115594,0.00020204335,0.0012523516,0.00038730694,0.00003025192,0.00007873907,0.000018993147,0.007749103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983236,0.00001328188,0.00077253004,0.0004986934,0.000034199933,0.00035766436],"domain_scores_gemma":[0.9991473,0.000021886854,0.00019125866,0.00043775685,0.00010015526,0.000101654805],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004670908,0.00015376946,0.0004488568,0.00042827302,0.00008280018,0.00011193629,0.00018966195,0.00029705316,0.0066043474],"category_scores_gemma":[0.0001755691,0.00020589518,0.00008336221,0.0018622008,0.000025587844,0.00033258647,0.000080912614,0.00042287778,0.0015809202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009480828,0.00017761004,0.98247254,0.00002257523,0.000092138966,0.00006959602,0.00027060817,0.0016166758,0.00006157938,0.0068891733,0.006666437,0.0016515845],"study_design_scores_gemma":[0.00090380484,0.00002870329,0.6007534,0.000059197668,0.000013499083,0.00002218528,0.0008287807,0.0024548662,0.0010015403,0.005710343,0.38744393,0.0007797387],"about_ca_topic_score_codex":0.00044589996,"about_ca_topic_score_gemma":0.00053635373,"teacher_disagreement_score":0.38171914,"about_ca_system_score_codex":0.00013771087,"about_ca_system_score_gemma":0.00008903052,"threshold_uncertainty_score":0.99919647},"labels":[],"label_agreement":null},{"id":"W4206543878","doi":"10.1016/s1359-6128(20)30157-9","title":"Mining remains resilient for Weir","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Oil and Gas Production Techniques","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":"Weir; Quarter (Canadian coin); Petroleum engineering; Mining engineering; Geology; Environmental science; Engineering; Hydrology (agriculture); Geography; Geotechnical engineering; Cartography; Archaeology","score_opus":0.03133100946217436,"score_gpt":0.25185844965974524,"score_spread":0.22052744019757087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206543878","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":[0.9472433,0.00034808033,0.009671926,0.016935864,0.00057995133,0.0004724479,0.00006095489,0.0029123381,0.021775149],"genre_scores_gemma":[0.99616385,0.000014415258,0.0022038775,0.0002871211,0.000759586,0.000036304966,0.000014576525,0.000023529263,0.0004967258],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936324,0.0000104477895,0.0001824356,0.00018108511,0.00008515604,0.0001776023],"domain_scores_gemma":[0.99966544,0.000018109156,0.000024802883,0.0001469493,0.00003447974,0.00011022102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107730855,0.00010485258,0.00014161438,0.000051184095,0.00005785546,0.000023964203,0.00010986617,0.0001779959,0.00006734428],"category_scores_gemma":[0.00008032913,0.000105958236,0.00006816528,0.00026544544,0.000016879281,0.00008359716,0.000017646335,0.00027329562,0.000015108416],"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":[0.00012707531,0.00014193816,0.023880875,0.0012031699,0.0009240698,0.00005519268,0.0036084508,0.07558158,0.054985505,0.0016232927,0.7071344,0.13073444],"study_design_scores_gemma":[0.00044742902,0.0001685097,0.0012312545,0.00007566971,0.00013630278,0.000011719488,0.0011404334,0.04477013,0.7223627,0.0004157521,0.22861008,0.0006300129],"about_ca_topic_score_codex":0.000002416767,"about_ca_topic_score_gemma":0.0000035803982,"teacher_disagreement_score":0.6673772,"about_ca_system_score_codex":0.000024757732,"about_ca_system_score_gemma":0.000009515353,"threshold_uncertainty_score":0.43208516},"labels":[],"label_agreement":null},{"id":"W4206581593","doi":"10.1016/s1359-6128(10)70462-6","title":"Alfa Laval AB, Sweden","year":2010,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","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":"Geography","score_opus":0.020964158045712316,"score_gpt":0.274503751506077,"score_spread":0.25353959346036464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206581593","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":[0.97967404,0.000007485771,0.00006928222,0.0006462673,0.0018775783,0.000074936725,0.000014389316,0.00009680632,0.017539226],"genre_scores_gemma":[0.99445283,0.0000032085743,0.00048633607,0.00023664023,0.0006320964,0.000011947866,0.000006359376,0.000009250254,0.0041613067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99848866,0.00007309171,0.00027166726,0.00039799864,0.0003501012,0.00041846212],"domain_scores_gemma":[0.9990693,0.000037940397,0.000119419215,0.00046560977,0.00006213082,0.00024565228],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010437961,0.00015219359,0.00020952622,0.00006466602,0.00025027443,0.00020703238,0.0006228118,0.00036805484,0.019313758],"category_scores_gemma":[0.00019935597,0.00012212442,0.00006667518,0.00029463955,0.0002212805,0.00036715387,0.00014027482,0.00053791475,0.0020066777],"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":[0.000008310163,0.000032380456,0.0011496316,0.000004728534,0.000005337814,0.000016607679,0.000044117558,0.000023231598,0.99516535,0.0021058526,0.0010847125,0.0003597531],"study_design_scores_gemma":[0.00020059138,0.00003109087,0.008707502,0.0000109296525,0.000041114177,0.000048463957,0.00008685255,0.0001585172,0.9208493,0.0008264877,0.06872265,0.0003164536],"about_ca_topic_score_codex":0.00061020313,"about_ca_topic_score_gemma":0.00028360912,"teacher_disagreement_score":0.07431599,"about_ca_system_score_codex":0.000012881792,"about_ca_system_score_gemma":0.000090639514,"threshold_uncertainty_score":0.99877036},"labels":[],"label_agreement":null},{"id":"W4212796590","doi":"10.1016/s1359-6128(07)70336-1","title":"Alfa Laval AB, Sweden","year":2007,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Minerals Flotation and Separation Techniques","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":"Sphalerite; Geochemistry; Geology; Greenschist; Hydrothermal circulation; Quartz; Precambrian; Volcanic rock; Calcite; Sulfide; Sedimentary rock; Mineralogy; Recrystallization (geology); Metamorphism; Volcano; Metallurgy; Pyrite; Petrology; Materials science","score_opus":0.020975421823268777,"score_gpt":0.29825939442156246,"score_spread":0.2772839725982937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212796590","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":[0.7844068,0.0000098909595,0.0023818775,0.00067914027,0.000059716964,0.000098594275,0.0000033942854,0.00013308154,0.21222752],"genre_scores_gemma":[0.9811481,0.0000063658017,0.00057740725,0.0008120726,0.00009913904,0.0000057113743,0.0000150521755,0.000007481959,0.017328661],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990634,0.000029603312,0.00023441867,0.00020052434,0.0002610152,0.00021105102],"domain_scores_gemma":[0.99957323,0.000024900504,0.00007109771,0.00018608653,0.000009338595,0.00013535662],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049003074,0.00009609772,0.000099354314,0.00005104481,0.00010363026,0.000031243795,0.00016307265,0.00020066364,0.011594709],"category_scores_gemma":[0.000035933146,0.00008783549,0.00005048418,0.00034136957,0.00007371645,0.00017345123,0.00005159161,0.00027543874,0.0009501068],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043023265,0.00027058067,0.48858446,0.0000072756957,0.000060084807,0.000082000006,0.00081868825,0.0009461937,0.18018995,0.0019506125,0.29220986,0.03483728],"study_design_scores_gemma":[0.00037763143,0.00007713125,0.29323855,0.000011254998,0.00004177418,0.000026599535,0.00046015892,0.0019164182,0.26482636,0.00074314617,0.43776086,0.00052011944],"about_ca_topic_score_codex":0.00050306506,"about_ca_topic_score_gemma":0.0004389454,"teacher_disagreement_score":0.19674133,"about_ca_system_score_codex":0.00006867623,"about_ca_system_score_gemma":0.000006801672,"threshold_uncertainty_score":0.99982774},"labels":[],"label_agreement":null},{"id":"W4212843126","doi":"10.1016/s1359-6128(19)30152-1","title":"Armstrong signs Net Zero Carbon Buildings Commitment","year":2019,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zero (linguistics); Net (polyhedron); Zero-energy building; Architectural engineering; Zero emission; Carbon fibers; Business; Environmental science; Engineering; Computer science; Mathematics; Waste management; Electrical engineering; Algorithm","score_opus":0.019040855806403828,"score_gpt":0.20186831748671644,"score_spread":0.1828274616803126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212843126","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":[0.9320281,0.00022401412,0.00329831,0.000078772224,0.0005898055,0.00020014611,0.000040483377,0.00034819817,0.06319214],"genre_scores_gemma":[0.99792355,0.000015237939,0.00016541053,0.000057858062,0.0001659905,0.000009197615,0.00005336453,0.000037258495,0.0015721505],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989252,0.000013517043,0.00027418137,0.00021595486,0.00019586983,0.00037528088],"domain_scores_gemma":[0.999404,0.000027410719,0.00003620671,0.0003579031,0.000024615776,0.00014983138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106728454,0.00022092358,0.00027664256,0.00009775462,0.000035801993,0.000035932753,0.00021774787,0.00035077057,0.000454085],"category_scores_gemma":[0.0000045804554,0.00021861876,0.00008881366,0.00026183267,0.000040218907,0.00006828875,0.000017666782,0.0007739736,0.00010266674],"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":[0.00002152092,0.00016152194,0.6446835,0.00024822474,0.0008813012,0.00013703525,0.00034402654,0.32191473,0.01881884,0.0039336146,0.0077521787,0.0011035082],"study_design_scores_gemma":[0.0051790555,0.0007901597,0.094664685,0.0005771149,0.0019443186,0.00007392739,0.0013065145,0.4656874,0.072949044,0.0015159134,0.35000607,0.0053057997],"about_ca_topic_score_codex":0.000119303084,"about_ca_topic_score_gemma":0.000017811144,"teacher_disagreement_score":0.5500188,"about_ca_system_score_codex":0.0001056078,"about_ca_system_score_gemma":0.000015522752,"threshold_uncertainty_score":0.8915014},"labels":[],"label_agreement":null},{"id":"W4214565420","doi":"10.1016/s1359-6128(12)70218-5","title":"Fluor to optimise copper mill in British Columbia","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Extraction and Separation Processes","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":"Mill; Procurement; Engineering; Copper; Columbia university; Archaeology; Business; Geography; Sociology; Metallurgy; Media studies; Materials science","score_opus":0.017644986285691493,"score_gpt":0.25197077456254713,"score_spread":0.23432578827685563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214565420","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":[0.97777313,0.00025602258,0.00017195863,0.000119332464,0.00026491538,0.00009647658,0.000015136557,0.0001384553,0.021164568],"genre_scores_gemma":[0.98883,0.00002470342,0.00022097483,0.000279012,0.00017174394,0.000032340355,0.000014118993,0.000017185139,0.010409935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928075,0.000016670789,0.00021159869,0.00011043842,0.00011345441,0.00026711338],"domain_scores_gemma":[0.9996032,0.000019551542,0.000016998627,0.00011676074,0.000035950663,0.00020754666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001447874,0.00007043007,0.00013558303,0.000064653344,0.00005032462,0.00015395669,0.00008575217,0.0002196348,0.0020640432],"category_scores_gemma":[0.00005283845,0.00012137091,0.000031770047,0.0004571122,0.000010617996,0.00033762396,0.000012506312,0.00036657832,0.0002578664],"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":[0.0000063861035,0.00025382024,0.43928775,0.000107412074,0.000108770684,0.000043533953,0.0007788946,0.10275659,0.004870843,0.000015546646,0.44267142,0.009099029],"study_design_scores_gemma":[0.0007436213,0.000029807998,0.29790246,0.00014443636,0.00006318084,0.00013192638,0.0014730186,0.010976614,0.004112909,0.00002272278,0.683488,0.00091127405],"about_ca_topic_score_codex":0.0015104891,"about_ca_topic_score_gemma":0.011041373,"teacher_disagreement_score":0.24081661,"about_ca_system_score_codex":0.00006232633,"about_ca_system_score_gemma":0.0000146709735,"threshold_uncertainty_score":0.9988482},"labels":[],"label_agreement":null},{"id":"W4220811168","doi":"10.12968/s1359-6128(22)71741-7","title":"Wajax expands in industrial process pumps","year":2022,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","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":"Thunder; Cash flow; Bay; Process (computing); Distributor; Business; Environmental science; Engineering; Operations management; Computer science; Mechanical engineering; Civil engineering; Finance; Operating system; Electrical engineering","score_opus":0.07922907505392976,"score_gpt":0.2713299178119288,"score_spread":0.19210084275799902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220811168","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":[0.885065,0.00048683505,0.000044659257,0.0013102661,0.0006250656,0.00021576232,0.00028558864,0.000053413154,0.11191341],"genre_scores_gemma":[0.99605715,0.000022077442,0.000016191905,0.00020653679,0.0002636807,0.00017549018,0.000020385914,0.000023656516,0.0032148552],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981869,0.000046622754,0.0005972618,0.0006211223,0.0001196713,0.0004284096],"domain_scores_gemma":[0.99919105,0.00004236556,0.00030831763,0.00035083643,0.000027502394,0.000079951606],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008099942,0.00019698955,0.0005039598,0.00058401417,0.0003397146,0.000064608495,0.0005041983,0.00022009765,0.0036630912],"category_scores_gemma":[0.00021316508,0.000255646,0.00012138791,0.0012196124,0.00009841798,0.0002621803,0.00037618057,0.0015156777,0.00015173048],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006480163,0.00039492335,0.9587338,0.000012014034,0.00022828941,0.00007083029,0.0036653022,0.01138537,0.0000052804244,0.022640787,0.002260052,0.0005385289],"study_design_scores_gemma":[0.018313598,0.0009823119,0.24930018,0.00012271463,0.00023274249,0.000114270086,0.1708314,0.029129272,0.000691566,0.18452726,0.33992052,0.0058341604],"about_ca_topic_score_codex":0.0005491217,"about_ca_topic_score_gemma":0.00003125312,"teacher_disagreement_score":0.7094336,"about_ca_system_score_codex":0.0005128747,"about_ca_system_score_gemma":0.000052031835,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W4229595286","doi":"10.1016/s1359-6128(18)30292-1","title":"Alfa Laval AB, Sweden","year":2018,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","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":"Psychology","score_opus":0.033201922800700716,"score_gpt":0.29145586442586596,"score_spread":0.25825394162516524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229595286","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":[0.9684495,0.000015076304,0.00022079266,0.00053965766,0.0012091261,0.00007301059,0.000012752649,0.000098595694,0.029381508],"genre_scores_gemma":[0.99262047,0.000004342818,0.00035182433,0.00037636436,0.001126753,0.000008803747,0.0000046571804,0.000008892558,0.005497898],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998407,0.000111062014,0.00027453102,0.00041468002,0.00035177782,0.00044093304],"domain_scores_gemma":[0.99912786,0.000027907436,0.000119432625,0.00041618157,0.00009866412,0.00020995339],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009400906,0.00014860644,0.00020823453,0.000065629145,0.00032181456,0.00018115102,0.0005684257,0.00026543243,0.019723998],"category_scores_gemma":[0.00014259691,0.00011917908,0.00005761775,0.00037424042,0.00038659107,0.00035423835,0.00015768019,0.00020227226,0.004509397],"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":[0.00002393996,0.000041899475,0.0010820313,0.000006778071,0.000011324417,0.000018124558,0.00013133175,0.00001626282,0.9921815,0.0016444075,0.0042990223,0.0005433744],"study_design_scores_gemma":[0.0002031433,0.000098699245,0.005504118,0.00002401638,0.000044696055,0.000030591193,0.00013838682,0.00019439241,0.91872823,0.0007576761,0.07397092,0.00030514784],"about_ca_topic_score_codex":0.0005785952,"about_ca_topic_score_gemma":0.00012687418,"teacher_disagreement_score":0.07345329,"about_ca_system_score_codex":0.000029283872,"about_ca_system_score_gemma":0.000083852676,"threshold_uncertainty_score":0.9962657},"labels":[],"label_agreement":null},{"id":"W4229675513","doi":"10.1016/s1359-6128(04)00458-6","title":"Husky awards Tucker Oil Sands turnkey contract","year":2004,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turnkey; Engineering; Oil sands; Operations management; Management; Business; Archaeology; Geography; Economics","score_opus":0.017762007877813343,"score_gpt":0.2884957415753015,"score_spread":0.27073373369748815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229675513","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":[0.8203824,0.00015951376,0.00003985397,0.0038119976,0.00017055208,0.00005163035,0.000017302902,0.00015278012,0.17521393],"genre_scores_gemma":[0.986503,0.000026234471,0.000036271947,0.00053422054,0.00043832007,0.00003266901,0.000057970727,0.000028712171,0.012342574],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731404,0.0001757413,0.00045028844,0.00052822364,0.00063479104,0.0008969356],"domain_scores_gemma":[0.9983664,0.000080317244,0.00008761799,0.0006950831,0.00033044352,0.00044014116],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006302377,0.00030124167,0.00042469162,0.00018051747,0.00030644712,0.00013724167,0.00049568916,0.00089308975,0.0022565662],"category_scores_gemma":[0.0005825424,0.00026795687,0.00026431528,0.0009544941,0.0002309351,0.00029000672,0.00012855102,0.0014848142,0.00028985864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007635691,0.002097037,0.07654324,0.00028875394,0.0018381707,0.0024813663,0.0012923244,0.47948804,0.0028399432,0.31746843,0.0023955582,0.112503566],"study_design_scores_gemma":[0.011870096,0.0006699793,0.086980335,0.00032337027,0.0006184397,0.0004556736,0.0058713327,0.0036299173,0.029290529,0.0690292,0.78794616,0.0033149605],"about_ca_topic_score_codex":0.014264035,"about_ca_topic_score_gemma":0.00283171,"teacher_disagreement_score":0.7855506,"about_ca_system_score_codex":0.00047667907,"about_ca_system_score_gemma":0.0004759917,"threshold_uncertainty_score":0.9999773},"labels":[],"label_agreement":null},{"id":"W4229779065","doi":"10.1016/s1359-6128(15)30140-3","title":"H2O Innovation to supply systems for US and Canadian water projects","year":2015,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Environmental Sustainability and Education","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":"Foregrounding; Social innovation; State (computer science); Sociology; Political science; Public relations","score_opus":0.031151643220774648,"score_gpt":0.25567541215682055,"score_spread":0.2245237689360459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229779065","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":[0.9944388,0.000008672587,0.000041355277,0.0030375968,0.00012586356,0.0005817335,0.000014609394,0.000011282437,0.0017400444],"genre_scores_gemma":[0.99655247,6.4176936e-7,0.000079956386,0.00048689844,0.000087761124,0.00014320518,0.000075179574,0.0000085794145,0.002565288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905586,0.000032932065,0.00017502473,0.00026099267,0.00015007565,0.00032509482],"domain_scores_gemma":[0.99946094,0.000012392072,0.000028805536,0.00016305452,0.000018726427,0.00031611108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005243948,0.00009761247,0.00009564647,0.00009859846,0.000144735,0.000063819316,0.00009615815,0.00016918991,0.00018650778],"category_scores_gemma":[0.00010955749,0.00008136025,0.000013056885,0.00034017654,0.00006308125,0.00022748167,0.000054823297,0.00013242393,0.00012135494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016608174,0.000047079066,0.98187596,0.000023393119,0.000012731405,0.0000031317115,0.0022509042,0.0052552237,0.00082184863,0.000096504955,0.00849678,0.0010998499],"study_design_scores_gemma":[0.0005937947,0.00029510717,0.61130434,0.000026803771,0.00006617375,0.000033449774,0.014180425,0.0021063872,0.006605277,0.00058682286,0.3636058,0.0005956422],"about_ca_topic_score_codex":0.15480515,"about_ca_topic_score_gemma":0.018263677,"teacher_disagreement_score":0.3705716,"about_ca_system_score_codex":0.0009066967,"about_ca_system_score_gemma":0.00004695258,"threshold_uncertainty_score":0.9996505},"labels":[],"label_agreement":null},{"id":"W4229833630","doi":"10.1016/s1359-6128(02)01141-2","title":"ALFA LAVAL FOCUSES ON FUTURE GROWTH","year":2002,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Regional Development and Policy","field":"Social Sciences","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":"Psychology","score_opus":0.050109735675094275,"score_gpt":0.3011141691393074,"score_spread":0.2510044334642131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229833630","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":[0.30526394,0.00015857733,0.0000019413064,0.070888326,0.0004996549,0.0001105113,0.000008833384,0.000104543964,0.62296367],"genre_scores_gemma":[0.9467031,0.0004181092,0.000023931214,0.0014840233,0.0034766572,0.000007877485,0.000006198628,0.0000091036845,0.047871042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998749,0.00012577217,0.00014890383,0.00019774554,0.0004427567,0.0003358232],"domain_scores_gemma":[0.9994864,0.00007065917,0.0000661169,0.00012610717,0.00006354514,0.00018717375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024337179,0.00011957795,0.00013889385,0.00012161413,0.00049335894,0.00008605107,0.00028052184,0.00037400372,0.0024158305],"category_scores_gemma":[0.00011184973,0.00010457854,0.00008901801,0.0006206415,0.00013372813,0.00016930647,0.000021835473,0.000442519,0.000697135],"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":[0.000016519773,0.00020372008,0.117562965,0.000010693025,0.00016965582,0.000060855804,0.011166142,0.0000123873115,0.000029937682,0.20564312,0.6498817,0.015242265],"study_design_scores_gemma":[0.0001584923,0.000022368751,0.019390794,0.000019212404,0.000023770594,0.0000017428202,0.0017873553,0.000013335336,0.00019145265,0.0015798577,0.97658443,0.00022717584],"about_ca_topic_score_codex":0.0013133168,"about_ca_topic_score_gemma":0.000502034,"teacher_disagreement_score":0.64143914,"about_ca_system_score_codex":0.0000689383,"about_ca_system_score_gemma":0.000068782094,"threshold_uncertainty_score":0.9984961},"labels":[],"label_agreement":null},{"id":"W4229858938","doi":"10.1016/s1359-6128(14)70358-1","title":"GLV Inc, Canada","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Mechanical Behavior of Composites","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":"Fracture mechanics; Strain energy release rate; Constant (computer programming); Materials science; Fracture (geology); Energy (signal processing); Mechanics; Linear relationship; Structural engineering; Composite material; Mathematics; Engineering; Physics; Computer science; Statistics","score_opus":0.009584229674570417,"score_gpt":0.2035326794981776,"score_spread":0.19394844982360718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229858938","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":[0.98372024,0.00003701525,0.0011452418,0.0002927873,0.00033413482,0.00005160832,0.000011627195,0.00021205975,0.014195282],"genre_scores_gemma":[0.9991607,0.0000013081981,0.0001324436,0.00013975271,0.00017524914,0.0000069647726,0.000014983065,0.000020032421,0.00034854893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991969,0.000026051724,0.00019174244,0.00013213477,0.00020994563,0.00024322461],"domain_scores_gemma":[0.9994173,0.00005535479,0.000021022874,0.00029551206,0.000027407468,0.00018338364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010656036,0.00012880618,0.0001739648,0.000041924934,0.000046584762,0.00002602472,0.00023258185,0.00019821199,0.000655346],"category_scores_gemma":[0.000038844842,0.00013013039,0.000033580534,0.00019817702,0.000011362429,0.000055728025,0.000031757616,0.0005387167,0.00006219644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031192132,0.00022012104,0.1920891,0.00037548182,0.0010009484,0.0003052803,0.00014515512,0.19353482,0.25659898,0.014060088,0.2604755,0.08116335],"study_design_scores_gemma":[0.00092820736,0.000088952605,0.04999352,0.00012524115,0.00039710995,0.000051770614,0.000107699605,0.27066508,0.2565059,0.00060778775,0.41866714,0.0018615938],"about_ca_topic_score_codex":0.048261,"about_ca_topic_score_gemma":0.06848033,"teacher_disagreement_score":0.15819165,"about_ca_system_score_codex":0.00010218975,"about_ca_system_score_gemma":0.0000379678,"threshold_uncertainty_score":0.9580767},"labels":[],"label_agreement":null},{"id":"W4229901227","doi":"10.1016/s1359-6128(16)70020-6","title":"Alfa Laval AB, Sweden","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Minerals Flotation and Separation Techniques","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":"Sphalerite; Geochemistry; Greenschist; Geology; Hydrothermal circulation; Quartz; Volcanic rock; Sulfide; Precambrian; Calcite; Recrystallization (geology); Mineralogy; Sedimentary rock; Metamorphism; Metallurgy; Volcano; Pyrite; Petrology; Materials science","score_opus":0.0211182329491393,"score_gpt":0.2765969532630052,"score_spread":0.2554787203138659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229901227","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":[0.8638093,0.000009029685,0.001832868,0.004851436,0.000070341186,0.000121550765,0.00001253026,0.00018399872,0.12910898],"genre_scores_gemma":[0.959725,0.00001599858,0.00022742427,0.00054902484,0.00007562164,0.00001667736,0.0000048061747,0.000007127638,0.039378326],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917436,0.000048876514,0.00018302017,0.0002095957,0.00021903781,0.00016509241],"domain_scores_gemma":[0.99958533,0.000026156216,0.00006419565,0.00020619483,0.000008467802,0.00010963529],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001845524,0.00009174189,0.00009615952,0.000034494347,0.00007872868,0.000024256353,0.00016896633,0.00016352526,0.024181623],"category_scores_gemma":[0.000046549183,0.00006055655,0.00004865587,0.00019662514,0.000087451444,0.00022889103,0.000057780784,0.00012757602,0.0020683375],"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":[0.000017022176,0.00011199907,0.24959825,0.0000029321386,0.000037053032,0.000017501952,0.00019569646,0.000088221925,0.37027237,0.0012884603,0.33706507,0.041305423],"study_design_scores_gemma":[0.00057126035,0.00008216659,0.12620905,0.000028339411,0.00003846455,0.000017787237,0.00010972499,0.00060127897,0.30530205,0.0016193984,0.56489944,0.00052106153],"about_ca_topic_score_codex":0.00022580464,"about_ca_topic_score_gemma":0.00012222149,"teacher_disagreement_score":0.22783433,"about_ca_system_score_codex":0.00006539727,"about_ca_system_score_gemma":0.000007952697,"threshold_uncertainty_score":0.99870867},"labels":[],"label_agreement":null},{"id":"W4229993695","doi":"10.1016/s1359-6128(21)00098-7","title":"Ceco Environmental signs Canadian distribution agreement with John Brooks","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Environmental Policies and Emissions","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":"Distribution (mathematics); Agreement; Philosophy; Mathematics; Linguistics; Mathematical analysis","score_opus":0.008584010527845685,"score_gpt":0.19691221349796173,"score_spread":0.18832820297011604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229993695","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":[0.9442966,0.000044586697,0.00010266143,0.002109674,0.00006176687,0.00014145757,0.00037707502,0.000021661648,0.052844495],"genre_scores_gemma":[0.98748773,0.0000298341,0.00007974296,0.0008501314,0.00007764088,0.000017883323,0.00059477694,0.000017465969,0.010844782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824125,0.000057824753,0.00023314173,0.00045850588,0.0004080081,0.00060128653],"domain_scores_gemma":[0.99875337,0.000015411122,0.0000725654,0.0004305437,0.0000022974668,0.0007258356],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010753606,0.00023021415,0.00017736285,0.000026937585,0.00047184227,0.000055197088,0.0002097759,0.00024989145,0.030424502],"category_scores_gemma":[0.000010818979,0.00020528727,0.00008481564,0.0002679269,0.00025338854,0.00017091198,0.00018673063,0.00049759244,0.001476326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001880638,0.00042339574,0.90220076,0.000008606913,0.00016510475,0.0004568561,0.00034325005,0.012163583,0.043714814,0.00008982663,0.03605226,0.0043627503],"study_design_scores_gemma":[0.00060185615,0.00015569828,0.5435028,0.00004061777,0.00017519148,0.00014030976,0.0024099406,0.00062456744,0.026661156,0.00006778534,0.4248422,0.0007778698],"about_ca_topic_score_codex":0.038073517,"about_ca_topic_score_gemma":0.053979635,"teacher_disagreement_score":0.38878995,"about_ca_system_score_codex":0.0011246817,"about_ca_system_score_gemma":0.000050666607,"threshold_uncertainty_score":0.99930114},"labels":[],"label_agreement":null},{"id":"W4230009777","doi":"10.1016/s1359-6128(16)70007-3","title":"Fluor wins sweet gas plant project in Canada","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Offshore Engineering and Technologies","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":"Ridge; Procurement; General partnership; Engineering; Archaeology; Waste management; Environmental science; Civil engineering; Geology; Business; Geography; Management; Economics; Paleontology; Finance","score_opus":0.011893131573567969,"score_gpt":0.1876428639774495,"score_spread":0.17574973240388153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230009777","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":[0.99662536,0.000104548046,0.00016485198,0.0004588015,0.000248526,0.00008179526,0.00008782162,0.0004194576,0.0018088632],"genre_scores_gemma":[0.99957633,0.000031266005,0.00005877322,0.000010638192,0.000074137315,0.000023788452,0.000007680343,0.00002200091,0.00019538209],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999138,0.000009116872,0.0002006474,0.00016162569,0.00013475327,0.00035587803],"domain_scores_gemma":[0.9996067,0.000049781076,0.000017450791,0.00026416648,0.000010359804,0.000051536103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077402394,0.00016149713,0.0001961813,0.0001862461,0.000019915617,0.000012652803,0.00021632989,0.00030699634,0.000050436083],"category_scores_gemma":[0.00005985323,0.000119158074,0.0000291161,0.00039015716,0.00001841891,0.00007803514,0.000031017782,0.00059240364,0.000012522988],"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":[0.000034338667,0.000104213126,0.60451275,0.00037018387,0.0008716245,0.0017414646,0.000309629,0.12954631,0.025171613,0.0011626206,0.13102666,0.105148576],"study_design_scores_gemma":[0.0037487738,0.00020268383,0.18668701,0.0020736984,0.00023569712,0.00030137648,0.0035443925,0.1122785,0.34569487,0.00045200734,0.34009853,0.00468247],"about_ca_topic_score_codex":0.23018481,"about_ca_topic_score_gemma":0.5261146,"teacher_disagreement_score":0.41782576,"about_ca_system_score_codex":0.00045337682,"about_ca_system_score_gemma":0.00018488376,"threshold_uncertainty_score":0.77494144},"labels":[],"label_agreement":null},{"id":"W4230021634","doi":"10.1016/s1359-6128(11)70436-0","title":"Tri-Tech to supply water treatment system for hotel","year":2011,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Cruise Tourism Development and Management","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":"Business; Water supply; Environmental science; Environmental engineering","score_opus":0.08145950220013673,"score_gpt":0.3058254853180905,"score_spread":0.22436598311795378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230021634","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":[0.84508336,0.000029283654,0.0009350921,0.0051906034,0.0009493726,0.0022995844,0.000031486816,0.00034981905,0.14513141],"genre_scores_gemma":[0.95260715,0.000007875178,0.00044395725,0.00014452833,0.0003815055,0.00032772723,0.000020849753,0.000013627074,0.046052784],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860334,0.00006602215,0.0002540198,0.00031145354,0.00024965167,0.0005154941],"domain_scores_gemma":[0.99939096,0.000024482533,0.000050851817,0.00022248017,0.00007318263,0.00023802514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061027985,0.00015865697,0.00023347368,0.00018268591,0.00046307017,0.00007703371,0.00027487223,0.00023411654,0.00082475675],"category_scores_gemma":[0.000021486161,0.00011717586,0.00012364567,0.00027157762,0.0000434348,0.00015660448,0.000053625874,0.00009685214,0.00028791267],"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":[0.0015274772,0.0033196649,0.12375917,0.0005373943,0.005317694,0.00066236453,0.39380038,0.00016899501,0.0045447466,0.0902109,0.20303737,0.17311385],"study_design_scores_gemma":[0.0010133781,0.0002146077,0.0038934795,0.000056365152,0.00034043493,0.0000012258474,0.02557596,0.000021937603,0.040110257,0.00027842473,0.9279567,0.0005372354],"about_ca_topic_score_codex":0.0039471416,"about_ca_topic_score_gemma":0.0009052999,"teacher_disagreement_score":0.7249193,"about_ca_system_score_codex":0.00039472777,"about_ca_system_score_gemma":0.000081148944,"threshold_uncertainty_score":0.9030508},"labels":[],"label_agreement":null},{"id":"W4230166067","doi":"10.1016/s1359-6128(09)70348-9","title":"Toronto's Humber wastewater treatment plant set for upgrade","year":2009,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"International Environmental Law and Policies","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":"Upgrade; Wastewater; Sewage treatment; Environmental science; Engineering; Environmental engineering; Computer science; Operating system","score_opus":0.02074174468777921,"score_gpt":0.26841831082108486,"score_spread":0.24767656613330566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230166067","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":[0.8993052,0.000023130264,0.000014209768,0.0017366807,0.000096023854,0.00022401546,0.0002516641,0.000029671606,0.09831937],"genre_scores_gemma":[0.9671979,0.000012057167,0.00012667272,0.000765603,0.00018864595,0.000031703286,0.00016916532,0.000009031308,0.03149923],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990488,0.00002036515,0.00018659538,0.00024811676,0.00020169407,0.00029441953],"domain_scores_gemma":[0.99961185,0.000022809467,0.000058104975,0.00019193745,0.0000018064038,0.000113472706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007038412,0.00017143931,0.00014856589,0.000012480114,0.00013970007,0.0000323215,0.00016435831,0.00016152226,0.006110291],"category_scores_gemma":[0.000004288553,0.00013238125,0.000116616065,0.000039460527,0.0000653539,0.00019889603,0.000032750293,0.00009298331,0.0002889441],"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":[0.0013323199,0.006211765,0.3210217,0.000048161884,0.0020086153,0.00029157632,0.011671545,0.059447583,0.18931532,0.067224495,0.29360062,0.04782629],"study_design_scores_gemma":[0.00089285884,0.0005732998,0.052770775,0.000013641131,0.000120792516,0.00004423556,0.00031162603,0.0017368944,0.054282274,0.000830741,0.8879541,0.0004687202],"about_ca_topic_score_codex":0.0027824168,"about_ca_topic_score_gemma":0.000742519,"teacher_disagreement_score":0.5943535,"about_ca_system_score_codex":0.00054926745,"about_ca_system_score_gemma":0.0000047237513,"threshold_uncertainty_score":0.99479824},"labels":[],"label_agreement":null},{"id":"W4230330922","doi":"10.1016/s1359-6128(03)00753-5","title":"ITT reaffirms earnings guidance","year":2003,"lang":"hu","type":"article","venue":"Pump Industry Analyst","topic":"Digital Economy and Transformation","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":"Earnings; Quarter (Canadian coin); Track (disk drive); Business; Advertising; Accounting; Engineering; History","score_opus":0.01642517996066353,"score_gpt":0.2139521087320558,"score_spread":0.19752692877139227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230330922","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":[0.2891733,0.00031972988,0.00034115117,0.0017239493,0.00066936435,0.0002448552,0.00001092311,0.00012559112,0.70739114],"genre_scores_gemma":[0.9824309,0.000026805757,0.000030061079,0.0013901481,0.0008320296,0.000017807028,0.000090455185,0.000037820653,0.015144023],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776316,0.00003340648,0.0007610523,0.0005071092,0.0003029413,0.000632343],"domain_scores_gemma":[0.9987277,0.00003942971,0.00053593813,0.00042476642,0.00021040547,0.00006179769],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081285276,0.00040244672,0.00042694598,0.0003406233,0.0004194938,0.0012478651,0.00035487066,0.0006016775,0.003669098],"category_scores_gemma":[0.0002943136,0.00042623578,0.00024236026,0.0012109239,0.00011817032,0.0048891366,0.000058493286,0.00095601595,0.0046131276],"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":[0.00013891119,0.0011364707,0.6923132,0.0019964706,0.0013727297,0.00017729681,0.00052029063,0.0040998226,0.00009370813,0.22197841,0.039261624,0.036911048],"study_design_scores_gemma":[0.0008303856,0.000018864072,0.018116886,0.00029559038,0.00035131036,0.000010419088,0.0009355907,0.0014384978,0.0003284492,0.0013790576,0.9755608,0.0007341449],"about_ca_topic_score_codex":0.0001911429,"about_ca_topic_score_gemma":0.00006483298,"teacher_disagreement_score":0.9362992,"about_ca_system_score_codex":0.00007156715,"about_ca_system_score_gemma":0.000076031596,"threshold_uncertainty_score":0.9998189},"labels":[],"label_agreement":null},{"id":"W4230433375","doi":"10.1016/s1359-6128(08)70192-7","title":"BP to invest in Eider Rock refinery project","year":2008,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Eider; Refinery; Business; Environmental science; Fishery; Environmental engineering","score_opus":0.054750546362222006,"score_gpt":0.31562004674413036,"score_spread":0.26086950038190837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230433375","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":[0.9238425,0.000045533372,0.000009880103,0.002777721,0.00005891948,0.00017062196,0.000005746542,0.000075026306,0.073014066],"genre_scores_gemma":[0.9752203,0.000011822315,0.00005972757,0.0010888785,0.00018834979,0.00008513195,0.000025341718,0.000021734233,0.023298666],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976211,0.00026706766,0.00042411717,0.0005127122,0.00044204248,0.0007329321],"domain_scores_gemma":[0.9988376,0.00007576115,0.000045795452,0.00058593525,0.00018116183,0.0002737829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004453476,0.00022270545,0.00034370294,0.0004509572,0.00018810826,0.00003691663,0.00040459502,0.00055495644,0.0004868888],"category_scores_gemma":[0.00084243395,0.00020719571,0.000110316374,0.0023715997,0.00007738989,0.00020101259,0.0001970235,0.0010713241,0.0002639339],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005021521,0.0011005525,0.56556684,0.00015633428,0.00029027974,0.0027525078,0.0024542653,0.3629715,0.0012708679,0.023450812,0.033434834,0.006049066],"study_design_scores_gemma":[0.0019828598,0.00036998623,0.14680684,0.00013386908,0.00005310158,0.00026778434,0.0055961185,0.006172504,0.005369591,0.004342288,0.82738507,0.0015200097],"about_ca_topic_score_codex":0.02841989,"about_ca_topic_score_gemma":0.0072383615,"teacher_disagreement_score":0.7939502,"about_ca_system_score_codex":0.00032236482,"about_ca_system_score_gemma":0.0004309319,"threshold_uncertainty_score":0.97804993},"labels":[],"label_agreement":null},{"id":"W4231121477","doi":"10.1016/s1359-6128(03)01043-7","title":"Economic Review","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Agricultural economics; Finance; Economics; Geography; Archaeology","score_opus":0.07991237524385822,"score_gpt":0.30413653586773265,"score_spread":0.22422416062387443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231121477","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":[0.017769609,0.016509427,0.00007151173,0.0025844541,0.0004451691,0.00025547537,0.00013323095,0.00004298642,0.9621881],"genre_scores_gemma":[0.87776315,0.03585808,0.00034819075,0.0045619807,0.0008992699,0.00010622195,0.000057176418,0.0000852044,0.08032071],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840957,0.000048291076,0.0006489703,0.00044723143,0.000050182043,0.00039573698],"domain_scores_gemma":[0.9990504,0.000036135254,0.00026104518,0.00045467887,0.000019442547,0.00017828957],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014245538,0.00014786764,0.00048377732,0.00021280917,0.00009501704,0.000061188686,0.00038761942,0.00033310102,0.033690117],"category_scores_gemma":[0.00042403192,0.00017430418,0.00017481476,0.0003593824,0.00007089572,0.0002571659,0.00005428199,0.0008186179,0.01463638],"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":[0.0000030049057,0.000042354095,0.08702681,0.000130698,0.00015923419,0.000015100312,0.000024511712,0.000059006405,0.000004718062,0.81256616,0.099259295,0.00070910074],"study_design_scores_gemma":[0.00024556028,0.000010039569,0.0012624433,0.00008676666,0.000014152133,0.000008679365,0.000033943612,0.00006114846,0.000095028234,0.010899426,0.98705137,0.0002314673],"about_ca_topic_score_codex":0.00012590436,"about_ca_topic_score_gemma":0.0000061047053,"teacher_disagreement_score":0.88779205,"about_ca_system_score_codex":0.00024335472,"about_ca_system_score_gemma":0.00006182128,"threshold_uncertainty_score":0.98613083},"labels":[],"label_agreement":null},{"id":"W4231911007","doi":"10.1016/s1359-6128(03)00730-4","title":"Alfa Laval AB, Sweden","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rostral ventromedial medulla; Periaqueductal gray; Operculum (bryozoa); Ventromedial prefrontal cortex; Anterior cingulate cortex; Neuroscience; Psychology; Prefrontal cortex; Insula; Afferent; Pathological; Anatomy; Medicine; Internal medicine; Hyperalgesia; Central nervous system; Nociception; Biology; Midbrain; Cognition","score_opus":0.020764388085641714,"score_gpt":0.3008429907413884,"score_spread":0.2800786026557467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231911007","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":[0.9114723,0.0001394202,0.00007899603,0.0021463917,0.00015231366,0.00020062603,0.00000260001,0.000058475824,0.08574888],"genre_scores_gemma":[0.98761505,0.0000132718,0.0002548096,0.00045573735,0.00021714471,0.000012366315,0.000023661234,0.0000141645505,0.011393788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998931,0.00011738466,0.0002442376,0.00023171226,0.00025285524,0.00022280979],"domain_scores_gemma":[0.9992946,0.00006493389,0.00005702089,0.000302877,0.00008025924,0.00020031972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004518851,0.00012451063,0.00023037771,0.00011135893,0.00007707324,0.000016112435,0.000054762662,0.00034728614,0.0014643356],"category_scores_gemma":[0.00049603835,0.00009815377,0.00016274044,0.00037060017,0.00007597765,0.00006554416,0.0000102380845,0.0005531934,0.00020239361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012096083,0.0011230499,0.88254887,0.0009218179,0.00084502506,0.000101762096,0.000729599,0.00020024658,0.061343312,0.0088790795,0.03292532,0.010260951],"study_design_scores_gemma":[0.00321919,0.0005819295,0.79872787,0.0003624765,0.000550085,0.00009585159,0.0029658398,0.00063405035,0.014865959,0.0010602529,0.17626245,0.0006740544],"about_ca_topic_score_codex":0.00006469703,"about_ca_topic_score_gemma":0.000011309473,"teacher_disagreement_score":0.14333713,"about_ca_system_score_codex":0.0000535039,"about_ca_system_score_gemma":0.00009478863,"threshold_uncertainty_score":0.9994485},"labels":[],"label_agreement":null},{"id":"W4232002189","doi":"10.1016/s1359-6128(12)70530-x","title":"GLV Inc, Canada","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials 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":"Monoclinic crystal system; Fluorite; Crystallography; Crystal structure; Trigonal crystal system; Rietveld refinement; Hexagonal crystal system; Materials science; Lattice (music); Superstructure; Space group; X-ray crystallography; Powder diffraction; Diffraction; Chemistry; Physics; Optics","score_opus":0.018193872385817565,"score_gpt":0.2628114375823116,"score_spread":0.24461756519649405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232002189","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":[0.97660065,0.00022375128,0.00023713551,0.00027079496,0.0014684534,0.00010007923,0.0000584735,0.000056614103,0.020984076],"genre_scores_gemma":[0.993578,0.000004112762,0.0006292828,0.0007491048,0.0006686199,0.000014026638,0.000015364472,0.000017382994,0.004324083],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831104,0.00007601976,0.00029936738,0.0002319864,0.00043969022,0.0006418854],"domain_scores_gemma":[0.9990004,0.000060373393,0.00014466296,0.00043666363,0.000058543967,0.0002994071],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040080087,0.00016701173,0.00020606667,0.000041550502,0.00015402297,0.00003571168,0.00036579248,0.00018047226,0.0079417005],"category_scores_gemma":[0.00010141445,0.00015507005,0.000030032079,0.00026156122,0.00007263519,0.00040770308,0.00014551623,0.00037362982,0.0005190811],"study_design_candidate":"bench_or_experimental","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":[0.000059538328,0.0005212534,0.45673227,0.00013283732,0.00018422391,0.00013670114,0.00064508256,0.0039853402,0.3876224,0.0026429032,0.14455958,0.002777872],"study_design_scores_gemma":[0.0003890141,0.000021436472,0.01122492,0.000030150857,0.00010215488,0.000034672732,0.00094967656,0.00013752024,0.45112807,0.00013542286,0.5351732,0.00067381765],"about_ca_topic_score_codex":0.12667197,"about_ca_topic_score_gemma":0.042271685,"teacher_disagreement_score":0.44550735,"about_ca_system_score_codex":0.00030032732,"about_ca_system_score_gemma":0.00023744456,"threshold_uncertainty_score":0.99296516},"labels":[],"label_agreement":null},{"id":"W4232369413","doi":"10.1016/s1359-6128(15)30233-0","title":"BluMetric partners with Aquarion","year":2015,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Engineering; Business administration","score_opus":0.07260383250949397,"score_gpt":0.33442582917164915,"score_spread":0.26182199666215517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232369413","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":[0.9674027,0.00018658927,0.00008995633,0.0063863914,0.00006666114,0.00011735007,0.000003602838,0.00005279332,0.025693953],"genre_scores_gemma":[0.995139,0.0000045294782,0.00013663438,0.0017180952,0.00027088067,0.00000867649,0.00004877856,0.000012232591,0.002661187],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912757,0.00002787168,0.00014421015,0.00017911309,0.00032173062,0.00019951309],"domain_scores_gemma":[0.9992253,0.000017065127,0.000054095653,0.00026488825,0.000075353106,0.00036330498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001636006,0.00011198001,0.0001976366,0.00015307657,0.000041470492,0.000024739707,0.00006434362,0.00013790088,0.0002896151],"category_scores_gemma":[0.000044869514,0.000079058074,0.00005542844,0.00082879356,0.000040169147,0.00010042932,0.00002762831,0.0005001935,0.00010820475],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071740145,0.0005066147,0.9126324,0.000041415984,0.0005024878,0.0013181634,0.0002901121,0.00028206964,0.00025792152,0.0002686823,0.07405353,0.0091292085],"study_design_scores_gemma":[0.018947752,0.005714242,0.1627202,0.000487727,0.00466895,0.0033506695,0.011437568,0.005515216,0.011003687,0.00022435984,0.77419066,0.0017389504],"about_ca_topic_score_codex":0.0006679442,"about_ca_topic_score_gemma":0.000034885627,"teacher_disagreement_score":0.7499122,"about_ca_system_score_codex":0.00011024046,"about_ca_system_score_gemma":0.00013659324,"threshold_uncertainty_score":0.32238945},"labels":[],"label_agreement":null},{"id":"W4232451030","doi":"10.1016/s1359-6128(04)00284-8","title":"Solid Q1 performance for Ampco-Pittsburgh","year":2004,"lang":"zh","type":"article","venue":"Pump Industry Analyst","topic":"Innovation and Socioeconomic 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":"Quarter (Canadian coin); Agricultural economics; Economic history; Business; Geography; Economics; Archaeology","score_opus":0.030069415334255504,"score_gpt":0.2758499805572678,"score_spread":0.24578056522301228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232451030","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":[0.9014286,0.00009272564,0.001880202,0.014385966,0.0027304362,0.0008769402,0.000016830934,0.00017278173,0.07841554],"genre_scores_gemma":[0.97840893,0.000033022236,0.00016437809,0.0071397405,0.0032555684,0.00008910711,0.00015332193,0.000053635893,0.010702297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974639,0.000008485664,0.00092095434,0.0005758886,0.0002798279,0.00075098115],"domain_scores_gemma":[0.9984344,0.00002695123,0.00062752643,0.00039296833,0.00047062518,0.000047492576],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009335057,0.0004230611,0.0005151218,0.00044326068,0.00080759375,0.0006350536,0.0004588339,0.00069651514,0.0016317661],"category_scores_gemma":[0.000108280154,0.00045575315,0.00022256,0.0008181501,0.00012428786,0.0013378011,0.00016790435,0.00077867927,0.0010642066],"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":[0.0004929287,0.0020767355,0.35267225,0.0041271956,0.0037636273,0.00008009288,0.0027210724,0.022518001,0.0006818119,0.45598286,0.104875535,0.050007887],"study_design_scores_gemma":[0.006791118,0.00007147427,0.07859329,0.0007425849,0.0007341644,0.000010617913,0.0043707187,0.0063722134,0.00089130807,0.0168698,0.8820734,0.0024793253],"about_ca_topic_score_codex":0.00014639267,"about_ca_topic_score_gemma":0.000019312993,"teacher_disagreement_score":0.77719784,"about_ca_system_score_codex":0.0003773351,"about_ca_system_score_gemma":0.00029935382,"threshold_uncertainty_score":0.9997894},"labels":[],"label_agreement":null},{"id":"W4232506552","doi":"10.1016/s1359-6128(16)30298-1","title":"Alfa Laval unveils restructuring programme","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","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":"Restructuring; Business","score_opus":0.06373782838714644,"score_gpt":0.2483205060088079,"score_spread":0.18458267762166147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232506552","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":[0.9254298,0.00011820962,0.0006787223,0.009466729,0.00041181952,0.00013355355,0.00013902753,0.0000975394,0.06352457],"genre_scores_gemma":[0.9885883,0.000019884517,0.00015323223,0.00045249783,0.00051702047,0.000016437387,0.000009431028,0.000017983306,0.010225239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862957,0.000013826771,0.0005566123,0.00033389873,0.00004263769,0.00042344458],"domain_scores_gemma":[0.9991956,0.000030972908,0.00028602176,0.00034378545,0.00003912822,0.00010453306],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046089312,0.00013832648,0.00025425796,0.0002762877,0.00013308978,0.000063996675,0.00022774699,0.00034091825,0.0011317619],"category_scores_gemma":[0.0001994027,0.00011350476,0.00009342517,0.00051968504,0.00008353239,0.00025700597,0.000052477382,0.00030745604,0.0007659418],"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":[0.000014344219,0.000061612736,0.24506721,0.000019465999,0.00015806957,0.000013608965,0.00013685158,0.000020582089,0.00043732225,0.7401353,0.003948319,0.009987304],"study_design_scores_gemma":[0.0016128785,0.00008256194,0.14453033,0.0000769285,0.000022784921,0.000034528508,0.000121449586,0.00021912386,0.010380634,0.13222264,0.7098149,0.000881247],"about_ca_topic_score_codex":0.00030540721,"about_ca_topic_score_gemma":0.000019430487,"teacher_disagreement_score":0.7058666,"about_ca_system_score_codex":0.000086859836,"about_ca_system_score_gemma":0.000029390878,"threshold_uncertainty_score":0.9997813},"labels":[],"label_agreement":null},{"id":"W4232587544","doi":"10.1016/s1359-6128(16)30231-2","title":"Alfa Laval AB, Sweden","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Arsenic contamination and mitigation","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":"Arsenic trioxide; Reactive oxygen species; Apoptosis; Acute promyelocytic leukemia; Cell growth; Chemistry; Glutathione; Cancer research; Cell biology; Kinase; Cell culture; Biology; Biochemistry; Genetics","score_opus":0.014014001909025542,"score_gpt":0.24207646614108483,"score_spread":0.22806246423205928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232587544","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":[0.9143142,0.000005431113,0.0008311162,0.004412912,0.00009025974,0.000072719304,0.0000072541225,0.000049939546,0.08021615],"genre_scores_gemma":[0.96350056,0.0000076210413,0.00004819051,0.0002648663,0.00007446878,0.0000071649083,0.0000040931486,0.000005535521,0.036087472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992638,0.000037313628,0.00013961771,0.00019390642,0.00020456327,0.0001607613],"domain_scores_gemma":[0.99962866,0.000030019564,0.00005905137,0.00017428723,0.0000070472124,0.00010094704],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001746825,0.00007628044,0.00007412696,0.00002488735,0.00008405088,0.00001410952,0.00013487582,0.00014450926,0.014779634],"category_scores_gemma":[0.000057583235,0.00005286435,0.00004385314,0.00015969027,0.00009115192,0.00021173351,0.00007398366,0.00012225237,0.0019887134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012585604,0.00010136802,0.5329478,0.000002885432,0.00004986036,0.000024351319,0.0003430557,0.00006641527,0.10032349,0.0010206838,0.040527504,0.32457998],"study_design_scores_gemma":[0.0008161312,0.00004372609,0.6679817,0.000032625496,0.000058003512,0.000019822217,0.0003678839,0.00051038805,0.03641753,0.0006609563,0.29270828,0.00038297477],"about_ca_topic_score_codex":0.00016871854,"about_ca_topic_score_gemma":0.00017721627,"teacher_disagreement_score":0.32419702,"about_ca_system_score_codex":0.00011086365,"about_ca_system_score_gemma":0.000010366375,"threshold_uncertainty_score":0.99878836},"labels":[],"label_agreement":null},{"id":"W4232894667","doi":"10.1016/s1359-6128(05)70786-2","title":"Strong Q1 performance for PCM pompes","year":2005,"lang":"zh","type":"article","venue":"Pump Industry Analyst","topic":"Oil and Gas Production Techniques","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":"Quarter (Canadian coin); Business; Commerce; Geography","score_opus":0.022094789953808116,"score_gpt":0.2584534925932084,"score_spread":0.23635870263940026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232894667","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":[0.81769097,0.0032678547,0.004676816,0.016388353,0.002097198,0.0012310555,0.0003219357,0.0022424525,0.15208337],"genre_scores_gemma":[0.9807503,0.00026185025,0.0023266366,0.000098115226,0.0036021392,0.00007911508,0.000042060397,0.000060473958,0.012779288],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998187,0.000027819799,0.00051995233,0.00043929572,0.0002250094,0.0006009204],"domain_scores_gemma":[0.999052,0.000035330562,0.00012020545,0.0004925858,0.00012585663,0.00017404908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003859598,0.00035488198,0.00038286304,0.00022891468,0.00024352367,0.00010909604,0.00031545747,0.000688433,0.00089126773],"category_scores_gemma":[0.000050618986,0.0003768299,0.00019693536,0.00041727797,0.000070453,0.0005545872,0.000053428077,0.0010756293,0.00014654236],"study_design_candidate":"design_other","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":[0.00008512408,0.00035754245,0.01769447,0.0010696906,0.0010378818,0.0000064277474,0.0006894227,0.10603608,0.0023139128,0.0035752105,0.039959382,0.82717484],"study_design_scores_gemma":[0.0014629506,0.00049389724,0.008945037,0.00061113224,0.00096309854,0.000072707415,0.00095248444,0.14025095,0.32775494,0.0010737282,0.51515555,0.00226353],"about_ca_topic_score_codex":0.00003976944,"about_ca_topic_score_gemma":0.000018078146,"teacher_disagreement_score":0.82491136,"about_ca_system_score_codex":0.0001858647,"about_ca_system_score_gemma":0.00004818812,"threshold_uncertainty_score":0.9998684},"labels":[],"label_agreement":null},{"id":"W4233017574","doi":"10.1016/s1359-6128(03)00629-3","title":"Met-Pro Corp, USA","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Agricultural economics; Geography; Economics; Archaeology","score_opus":0.04888304717538542,"score_gpt":0.30964328616853276,"score_spread":0.2607602389931473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233017574","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":[0.92694724,0.00019641592,0.000049637416,0.0019641207,0.0001537438,0.00012728942,0.000009220455,0.000032749034,0.07051961],"genre_scores_gemma":[0.9883537,0.000009215278,0.00021320509,0.0037234859,0.00020229594,0.00001158166,0.00002698054,0.0000131800725,0.007446322],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990575,0.00005305769,0.00020419217,0.0002140388,0.00022694266,0.00024432366],"domain_scores_gemma":[0.99930036,0.00002842071,0.000056956113,0.00034316615,0.000046290083,0.0002248168],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017499713,0.0001306893,0.00023919258,0.000071795934,0.00008505495,0.00002321862,0.00007295913,0.0001868783,0.007304318],"category_scores_gemma":[0.00008179059,0.0001073604,0.00012952011,0.00031482018,0.000041448777,0.00007923396,0.000023916207,0.0006383672,0.00029963808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013556029,0.0006277379,0.9394092,0.00007491738,0.0006902566,0.0012493413,0.000120843644,0.00004134227,0.006513355,0.0057873693,0.040658273,0.00469183],"study_design_scores_gemma":[0.003813538,0.0007427063,0.06971282,0.0001615678,0.0017106972,0.0014494165,0.00145946,0.00024840122,0.04754341,0.0003398229,0.8720959,0.0007222716],"about_ca_topic_score_codex":0.000246809,"about_ca_topic_score_gemma":0.000015776297,"teacher_disagreement_score":0.8696964,"about_ca_system_score_codex":0.00006878503,"about_ca_system_score_gemma":0.00007765373,"threshold_uncertainty_score":0.99360317},"labels":[],"label_agreement":null},{"id":"W4233055218","doi":"10.1016/s1359-6128(03)00558-5","title":"Alfa Laval outlines growth targets","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Biotechnology and Related Fields","field":"Medicine","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":"Aeronautics; Engineering","score_opus":0.014041141359285192,"score_gpt":0.2571326111559752,"score_spread":0.24309146979669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233055218","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":[0.80658615,0.002324721,0.00048016108,0.08291058,0.0008440773,0.00033815307,0.000011355115,0.0004694772,0.1060353],"genre_scores_gemma":[0.98937947,0.00021213733,0.0002465567,0.001311854,0.00015512624,0.0000058326013,0.000016947968,0.000014522158,0.008657586],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906707,0.000043876582,0.00022821699,0.0002472043,0.00013671276,0.0002768922],"domain_scores_gemma":[0.9994208,0.000022670396,0.00006221575,0.0002767912,0.00008234562,0.00013515844],"candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00020022424,0.0001481153,0.00027265167,0.00015130827,0.000110726294,0.000008286818,0.00008939161,0.0054529174,0.0007873831],"category_scores_gemma":[0.00028658932,0.00011478777,0.000111975,0.00045155326,0.00013063279,0.0000466777,0.000020277565,0.0044720606,0.00016506526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027223848,0.0015792622,0.80521345,0.00023552074,0.003334199,0.0021430366,0.00044445365,0.00006549749,0.023369577,0.07437112,0.084766366,0.0042052697],"study_design_scores_gemma":[0.0050731283,0.0006285123,0.05488469,0.0003096175,0.0021398386,0.0019641991,0.0016182492,0.0004690267,0.47637844,0.0035938425,0.45180604,0.0011344284],"about_ca_topic_score_codex":0.000040526822,"about_ca_topic_score_gemma":0.000006393846,"teacher_disagreement_score":0.7503288,"about_ca_system_score_codex":0.000021249998,"about_ca_system_score_gemma":0.00007907641,"threshold_uncertainty_score":0.99782467},"labels":[],"label_agreement":null},{"id":"W4233306594","doi":"10.1016/s1359-6128(03)01050-4","title":"Thomas warns of earnings shortfall","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Economic Analysis and Policy","field":"Economics, Econometrics and Finance","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":"Earnings; Quarter (Canadian coin); Economics; Gas compressor; Business; Engineering; Accounting; History; Mechanical engineering","score_opus":0.04561811062904167,"score_gpt":0.24269653976830294,"score_spread":0.19707842913926127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233306594","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":[0.6540555,0.0004590292,0.00041461052,0.00035586912,0.000101638085,0.00005691165,0.00006166,0.000018422184,0.34447634],"genre_scores_gemma":[0.9793268,0.000065876084,0.00015944522,0.00020059812,0.000111907284,0.000007620029,0.000015584606,0.000020090229,0.020092085],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983713,0.000026230911,0.00087431865,0.00037594046,0.000032626303,0.00031956707],"domain_scores_gemma":[0.9987332,0.00004467645,0.00059194484,0.0004563023,0.00003368165,0.00014019666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007609977,0.00017003692,0.0006195694,0.00033494466,0.000084347754,0.000037185226,0.0002465252,0.00034192493,0.0039153146],"category_scores_gemma":[0.00018356477,0.0001944517,0.00030060622,0.00049286045,0.00008073464,0.00016693422,0.00003321063,0.00044578244,0.00052065484],"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":[0.000002172955,0.000063338266,0.6459228,0.0000108293,0.0002429401,0.0000027207934,0.00018684549,0.00048920687,0.00001865386,0.3515362,0.0014365478,0.00008779329],"study_design_scores_gemma":[0.0009945888,0.00011865612,0.14411697,0.000038302052,0.00018237517,0.00002537754,0.0009011779,0.003086782,0.0023778386,0.041301485,0.80575484,0.0011015759],"about_ca_topic_score_codex":0.00068826566,"about_ca_topic_score_gemma":0.00004748079,"teacher_disagreement_score":0.8043183,"about_ca_system_score_codex":0.000060739916,"about_ca_system_score_gemma":0.000030454428,"threshold_uncertainty_score":0.9969953},"labels":[],"label_agreement":null},{"id":"W4233711601","doi":"10.1016/s1359-6128(21)00010-0","title":"Alfa Laval announces restructuring programme","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","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":"Restructuring; Political science","score_opus":0.10480244040367878,"score_gpt":0.25093134274446716,"score_spread":0.14612890234078837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233711601","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":[0.83950186,0.0003493521,0.00032915175,0.028187362,0.00033481096,0.00017544105,0.00019875911,0.00014652299,0.13077672],"genre_scores_gemma":[0.9955216,0.000014910253,0.00020911239,0.0023474514,0.0007802459,0.000010511922,0.000036155994,0.000013451571,0.0010665839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876004,0.000011887041,0.0005164154,0.00033546926,0.000045932724,0.0003302562],"domain_scores_gemma":[0.9993662,0.0000141971705,0.0002630609,0.00018535268,0.000034718498,0.00013645513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026956244,0.00013106047,0.00026738085,0.00013183663,0.00014683002,0.000108406675,0.00023692474,0.00026902478,0.00046270588],"category_scores_gemma":[0.0001931367,0.00014181569,0.00008520233,0.00080353406,0.00006211218,0.00022577784,0.000053849253,0.0005455767,0.00042190598],"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":[0.000036421214,0.000081089296,0.36051014,0.00008961066,0.000302209,0.000038430702,0.0016377132,0.0007771157,0.00019447782,0.61676717,0.01674344,0.0028221908],"study_design_scores_gemma":[0.0009212014,0.00013493713,0.064324245,0.000024421865,0.00002683186,0.000016804668,0.0007449043,0.0054208413,0.0024619056,0.030155689,0.8949525,0.0008157657],"about_ca_topic_score_codex":0.00030792484,"about_ca_topic_score_gemma":0.000010749338,"teacher_disagreement_score":0.878209,"about_ca_system_score_codex":0.000035141522,"about_ca_system_score_gemma":0.000029398088,"threshold_uncertainty_score":0.5783076},"labels":[],"label_agreement":null},{"id":"W4233846023","doi":"10.1016/s1359-6128(13)70171-x","title":"Alfa Laval AB, Sweden","year":2013,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Edible Oils Quality and Analysis","field":"Chemistry","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":"Pomace; Chemistry; Phenols; Olive oil; Flavor; Chromatography; Polyphenol; Induction period; Phase (matter); Centrifugation; Organic chemistry; Food science; Antioxidant; Catalysis","score_opus":0.02885670029472307,"score_gpt":0.27358059802281387,"score_spread":0.2447238977280908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233846023","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":[0.8817363,0.00022210876,0.000032304808,0.0017277481,0.00006621636,0.000033476364,0.000027142343,0.00015149383,0.11600321],"genre_scores_gemma":[0.9589465,0.00011883002,0.000085912274,0.0004114023,0.000954388,0.000036500453,0.000100376026,0.000026424595,0.039319616],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981537,0.00005166422,0.00046819187,0.00043275056,0.00041904967,0.00047463356],"domain_scores_gemma":[0.9986727,0.000102011145,0.00017407378,0.0006181962,0.00012913525,0.0003038365],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002518822,0.00024980592,0.0003755898,0.00011216498,0.00019672347,0.0001835826,0.00046188672,0.00070137595,0.04152944],"category_scores_gemma":[0.00014277089,0.00023113293,0.00027738005,0.000519212,0.000106546206,0.00032004033,0.00010208157,0.0010726321,0.0017486567],"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":[0.00004303333,0.001279111,0.46780828,0.0017214407,0.004293951,0.00023652377,0.0013534751,0.0012530626,0.32731533,0.002327615,0.16127741,0.031090777],"study_design_scores_gemma":[0.0039877915,0.000105527506,0.012563453,0.0012938485,0.0033674743,0.00015462907,0.025656397,0.020622615,0.7343101,0.007667582,0.18496579,0.005304805],"about_ca_topic_score_codex":0.00261894,"about_ca_topic_score_gemma":0.00010689011,"teacher_disagreement_score":0.4552448,"about_ca_system_score_codex":0.000058283076,"about_ca_system_score_gemma":0.00006179371,"threshold_uncertainty_score":0.9990286},"labels":[],"label_agreement":null},{"id":"W4233886952","doi":"10.1016/s1359-6128(02)01120-5","title":"FW WINS MERCK SHARP &amp; DOHME EPCM PROJECT","year":2002,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Icing and De-icing Technologies","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":"Pellets; Pellet; Particle (ecology); Materials science; Aggregate (composite); Particle size; Drop (telecommunication); Composite material; Mineralogy; Geology; Engineering; Mechanical engineering","score_opus":0.059617073817255214,"score_gpt":0.2540377384679523,"score_spread":0.19442066465069707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233886952","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":[0.8889011,0.0003433094,0.0017576694,0.0012368233,0.00050098595,0.00026204324,0.000042038577,0.004743865,0.102212146],"genre_scores_gemma":[0.9945814,0.00006211253,0.00044899463,0.00008303235,0.00020462213,0.000023602788,0.000015222073,0.00004097576,0.004540056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987599,0.000023135577,0.00028467464,0.00026936884,0.00020607903,0.00045678904],"domain_scores_gemma":[0.9991961,0.0000449093,0.00004399973,0.00061378407,0.00003529201,0.00006587655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015835163,0.00024699094,0.00029785893,0.00030336788,0.00012490817,0.00007504175,0.00037161895,0.00084662216,0.00044630087],"category_scores_gemma":[0.00013856133,0.00023140486,0.0001058483,0.0008376309,0.000066914814,0.00014943107,0.00007240618,0.0015175792,0.00063432066],"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":[0.000021869811,0.00041376398,0.06781217,0.0005401207,0.0016650105,0.00030634544,0.0035993543,0.08809272,0.008385219,0.0016155741,0.7039638,0.12358402],"study_design_scores_gemma":[0.0019643388,0.0002491184,0.015098029,0.0008301481,0.00082386384,0.00037278727,0.0027406274,0.16709295,0.12576026,0.0011407112,0.67987984,0.0040473407],"about_ca_topic_score_codex":0.00017286962,"about_ca_topic_score_gemma":0.00005870409,"teacher_disagreement_score":0.119536676,"about_ca_system_score_codex":0.00008785259,"about_ca_system_score_gemma":0.000010194759,"threshold_uncertainty_score":0.94364166},"labels":[],"label_agreement":null},{"id":"W4234687065","doi":"10.1016/s1359-6128(03)00038-7","title":"Andritz Q3 sales up almost 11%","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Advertising; Geography","score_opus":0.08928035245382959,"score_gpt":0.28932249217415373,"score_spread":0.20004213972032414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234687065","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":[0.45817783,0.0012606605,0.00049102376,0.002284339,0.0010907876,0.00028202136,0.00033899423,0.00008994343,0.5359844],"genre_scores_gemma":[0.97053933,0.00011779226,0.00017314954,0.00037014746,0.00028189886,0.000018896333,0.00003719775,0.0000289525,0.028432606],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982085,0.000054168508,0.00057331973,0.0005223321,0.00010846186,0.00053320196],"domain_scores_gemma":[0.9989789,0.00006664285,0.00022659513,0.0004517976,0.00005223381,0.00022383088],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010081028,0.00018649345,0.00042720063,0.0004012952,0.00017686585,0.0001364747,0.0004372791,0.0005991764,0.008989009],"category_scores_gemma":[0.00062473526,0.00021653278,0.00016348332,0.0008368484,0.00013613843,0.00029265674,0.000065220156,0.000941194,0.0038623034],"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":[0.000009966185,0.00008924964,0.62940943,0.000020923626,0.000117350275,0.00003206347,0.000104127095,0.00022270811,0.000027589067,0.338411,0.031241022,0.00031459288],"study_design_scores_gemma":[0.0008015098,0.000020833793,0.010876435,0.000018125547,0.000015079174,0.000008560363,0.00038423884,0.00057975017,0.0007754862,0.008604477,0.9775364,0.00037913246],"about_ca_topic_score_codex":0.00022227076,"about_ca_topic_score_gemma":0.000027094884,"teacher_disagreement_score":0.9462953,"about_ca_system_score_codex":0.00015184423,"about_ca_system_score_gemma":0.00007007618,"threshold_uncertainty_score":0.9969133},"labels":[],"label_agreement":null},{"id":"W4234741594","doi":"10.1016/s1359-6128(11)70273-7","title":"Funding secured for Canadian CO2 storage project","year":2011,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Carbon Dioxide Capture Technologies","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":"Business; Telecommunications; Engineering","score_opus":0.056985757733116815,"score_gpt":0.24305184887638154,"score_spread":0.18606609114326472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234741594","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":[0.95890373,0.00034136558,0.0008338714,0.00015086819,0.00060781813,0.00066177227,0.00017820134,0.0016712956,0.0366511],"genre_scores_gemma":[0.9988812,0.000005308891,0.00045576246,0.000041167943,0.00009470402,0.000111470676,0.000018016315,0.000044267792,0.00034805306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989852,0.000010154162,0.00019704358,0.00020861761,0.00009388279,0.00050514424],"domain_scores_gemma":[0.99939466,0.0000258009,0.000034754252,0.00035925733,0.000039655806,0.00014589573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016919602,0.00019324636,0.00022531083,0.0004530166,0.00004887332,0.000034220066,0.00029775882,0.0006082229,0.00012709065],"category_scores_gemma":[0.00011689525,0.00020329423,0.00009869259,0.00052414543,0.000046527814,0.00012001789,0.000024761093,0.0006055253,0.000015300473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024724434,0.00035666223,0.1686533,0.002429456,0.008499486,0.0021683103,0.02443525,0.048256624,0.06461414,0.06720281,0.5827693,0.030367447],"study_design_scores_gemma":[0.003952285,0.00047833766,0.02888072,0.00056488696,0.0016357395,0.00031985075,0.025303813,0.14639325,0.29737747,0.0059516733,0.48235112,0.0067908596],"about_ca_topic_score_codex":0.014651718,"about_ca_topic_score_gemma":0.041894853,"teacher_disagreement_score":0.23276332,"about_ca_system_score_codex":0.00032737592,"about_ca_system_score_gemma":0.00008737477,"threshold_uncertainty_score":0.9919098},"labels":[],"label_agreement":null},{"id":"W4235041127","doi":"10.1016/s1359-6128(14)70268-x","title":"Alterra Power selects SNC-Lavalin for hydro project in British Columbia","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","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":"Procurement; Construction contract; Business; Contract management; Marketing","score_opus":0.03869158026156974,"score_gpt":0.2570284090025799,"score_spread":0.21833682874101015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235041127","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":[0.94147754,0.00040763227,0.0008692108,0.00038122738,0.00036292148,0.0005095916,0.00028715882,0.0000590184,0.055645682],"genre_scores_gemma":[0.9918725,0.000042861124,0.000317688,0.00024839002,0.00018011623,0.0001257163,0.000018366669,0.000031984804,0.0071623963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823844,0.000032623688,0.0005363207,0.0006619847,0.00005596557,0.0004746895],"domain_scores_gemma":[0.9992332,0.00007166333,0.00025748566,0.00031203334,0.000060817336,0.000064817905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007820068,0.0001458141,0.000562309,0.0002027626,0.0001796359,0.000317598,0.00029496415,0.00030491338,0.00041524603],"category_scores_gemma":[0.0005362403,0.00026941966,0.00015641781,0.0005031875,0.00010300015,0.00022635619,0.00010452259,0.0004468061,0.00010184305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025268728,0.00040722266,0.94593006,0.00006559314,0.0004245294,0.000018480401,0.0018975048,0.00032545187,0.000019061637,0.0047307797,0.044647627,0.0015084437],"study_design_scores_gemma":[0.0066743535,0.00084168295,0.44237384,0.0002813941,0.00013897741,0.000048727725,0.0049921283,0.056469884,0.00015137052,0.068870164,0.41631898,0.002838491],"about_ca_topic_score_codex":0.018652419,"about_ca_topic_score_gemma":0.020077901,"teacher_disagreement_score":0.5035562,"about_ca_system_score_codex":0.0002217391,"about_ca_system_score_gemma":0.000031037864,"threshold_uncertainty_score":0.9999758},"labels":[],"label_agreement":null},{"id":"W4235261133","doi":"10.1016/s1359-6128(20)30338-4","title":"Franklin Electric buys Canadian water treatment company","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"International Environmental Law and Policies","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":"Business","score_opus":0.016204584962276725,"score_gpt":0.2163556273811372,"score_spread":0.20015104241886048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235261133","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":[0.8928174,0.000014429621,0.0000117209975,0.009896764,0.000047877948,0.00010665869,0.000051928535,0.000025205021,0.097028024],"genre_scores_gemma":[0.9891967,0.000007055988,0.000023812418,0.004912313,0.00016984616,0.000012380971,0.000067853616,0.000012246081,0.0055977623],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989347,0.000034951205,0.00016976333,0.00025153317,0.00021866789,0.00039038138],"domain_scores_gemma":[0.9993964,0.00001089649,0.000027924205,0.00013144055,0.0000025860204,0.00043079627],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004891202,0.00016063712,0.00014562173,0.000037661237,0.00017573271,0.000033373348,0.00021638944,0.00015620963,0.023034733],"category_scores_gemma":[0.0000055023093,0.0001185952,0.0000804888,0.00016784825,0.00007101075,0.00014312234,0.000051732306,0.00024283734,0.0057986216],"study_design_candidate":"not_applicable","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":[0.00012840921,0.0006829867,0.6419092,0.000018572027,0.0008552175,0.000514169,0.006989963,0.07200941,0.22032455,0.004655851,0.041728392,0.010183277],"study_design_scores_gemma":[0.00030930812,0.00014425576,0.021814244,0.0000027474557,0.00005796221,0.000012372179,0.000078947014,0.0042107548,0.077629544,0.000069918926,0.8953838,0.0002861488],"about_ca_topic_score_codex":0.1872828,"about_ca_topic_score_gemma":0.034137905,"teacher_disagreement_score":0.8536554,"about_ca_system_score_codex":0.00052776956,"about_ca_system_score_gemma":0.000015455342,"threshold_uncertainty_score":0.9949755},"labels":[],"label_agreement":null},{"id":"W4235365648","doi":"10.1016/s1359-6128(09)70033-3","title":"Mergers &amp; Acquisitions Review 2008","year":2009,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","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":"Consolidation (business); Quarter (Canadian coin); Mergers and acquisitions; Business; Financial system; Commerce; Finance; Geography","score_opus":0.044932764101613974,"score_gpt":0.2573272404918122,"score_spread":0.21239447639019823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235365648","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":[0.10826411,0.03517329,0.0015130911,0.0519626,0.0012371255,0.0007097939,0.0004593974,0.00019482737,0.8004858],"genre_scores_gemma":[0.9432379,0.0084980605,0.000760551,0.018422872,0.0004885223,0.000034283366,0.00021020435,0.000024498482,0.02832313],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985771,0.000017043038,0.0006929931,0.00033757222,0.00003251153,0.00034277054],"domain_scores_gemma":[0.9991967,0.000014213744,0.00029266268,0.00031328894,0.000029194767,0.00015394595],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005128065,0.00015650677,0.00049815356,0.0001645077,0.00022255191,0.0000425949,0.00022692121,0.00027145512,0.007377082],"category_scores_gemma":[0.00008266785,0.0001937159,0.00019211412,0.00041860488,0.000041195603,0.0001951538,0.000019741587,0.00043000397,0.004772026],"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":[0.000011562558,0.00038647678,0.049849067,0.00020220198,0.00062090455,0.000036818063,0.0011018355,0.00026357107,0.00001376033,0.29137498,0.64622134,0.009917509],"study_design_scores_gemma":[0.00030284593,0.000023769588,0.06581746,0.00022662767,0.000042705124,0.000007955731,0.00009291604,0.000059759022,0.000019097111,0.015712077,0.9170522,0.000642549],"about_ca_topic_score_codex":0.00006383296,"about_ca_topic_score_gemma":0.000013037612,"teacher_disagreement_score":0.83497375,"about_ca_system_score_codex":0.0001844766,"about_ca_system_score_gemma":0.000054867793,"threshold_uncertainty_score":0.99600285},"labels":[],"label_agreement":null},{"id":"W4235645059","doi":"10.1016/s1359-6128(13)70199-x","title":"Sunshine Oilsands to recycle produced water using GE evaporation technology","year":2013,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Evaporation; Environmental science; Meteorology; Hydrology (agriculture); Engineering; Geography; Geotechnical engineering","score_opus":0.013627901184710198,"score_gpt":0.2261888051037511,"score_spread":0.21256090391904092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235645059","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":[0.99520004,0.00007883266,0.0009313334,0.0014450585,0.0001989384,0.00019883207,0.0000027291408,0.00043225617,0.0015119591],"genre_scores_gemma":[0.9983529,0.000005893887,0.00049317844,0.00004332477,0.00026174678,0.00009432257,0.00001583041,0.000032295666,0.00070051686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990452,0.000009386201,0.00025148786,0.00022234725,0.000116229625,0.00035538294],"domain_scores_gemma":[0.99949694,0.00000887895,0.000016768954,0.00030952864,0.00008264355,0.00008521821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012467132,0.000202565,0.0002885503,0.00029870745,0.0000827625,0.000050109342,0.00014087514,0.00027167116,0.00050570176],"category_scores_gemma":[0.0000457712,0.00015556265,0.00005906899,0.0005259661,0.000018146226,0.00017914979,0.0000810368,0.00043530224,0.00013178558],"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":[0.000008151788,0.00007659381,0.03594297,0.00023028946,0.0023264717,0.000031509284,0.00064037053,0.56236464,0.3772281,0.00014246524,0.011331099,0.00967737],"study_design_scores_gemma":[0.00050684967,0.00011772453,0.007108185,0.00007142895,0.0009908886,0.000041293817,0.00040250024,0.16981414,0.79106855,0.00046458378,0.028024971,0.0013889009],"about_ca_topic_score_codex":0.000124512,"about_ca_topic_score_gemma":0.000024272036,"teacher_disagreement_score":0.41384044,"about_ca_system_score_codex":0.00006243811,"about_ca_system_score_gemma":0.0000064342917,"threshold_uncertainty_score":0.6343661},"labels":[],"label_agreement":null},{"id":"W4235907421","doi":"10.1016/s1359-6128(20)30214-7","title":"Alfa Laval begins E1.7bn tender offer for Neles","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","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":"Geology","score_opus":0.10935336392957938,"score_gpt":0.2656137662886348,"score_spread":0.15626040235905542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235907421","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":[0.47809216,0.0053893463,0.03649612,0.0728499,0.0018058668,0.0015114308,0.0044005094,0.000504688,0.39894998],"genre_scores_gemma":[0.9947809,0.00009869745,0.0005509571,0.0013614456,0.00063918286,0.000043763543,0.000024120181,0.000031759842,0.002469149],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856794,0.000011760891,0.00040858667,0.0005905214,0.00005520517,0.00036598506],"domain_scores_gemma":[0.9992509,0.000059234135,0.00021574699,0.000262714,0.000063363834,0.000148078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020651169,0.00020964799,0.0005119749,0.00012967209,0.00019552189,0.00008655487,0.00031963756,0.00025826876,0.0006275037],"category_scores_gemma":[0.00030839237,0.00023641309,0.00023871518,0.00032154997,0.00012801608,0.00021864114,0.00015335406,0.00042205627,0.0004265799],"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":[0.00013858145,0.0003665424,0.49959427,0.00014199637,0.002662041,0.00003165202,0.0067104534,0.0024512818,0.00011813855,0.3932299,0.09283464,0.001720509],"study_design_scores_gemma":[0.0035739485,0.00037624058,0.08791811,0.000041157236,0.00033112345,0.0000081998305,0.014283853,0.032609653,0.00096204807,0.05636312,0.80152035,0.0020122188],"about_ca_topic_score_codex":0.00014120656,"about_ca_topic_score_gemma":0.00001381169,"teacher_disagreement_score":0.7086857,"about_ca_system_score_codex":0.000100417594,"about_ca_system_score_gemma":0.000022762782,"threshold_uncertainty_score":0.9640646},"labels":[],"label_agreement":null},{"id":"W4236021072","doi":"10.1016/s1359-6128(08)70431-2","title":"Strong demand, recent acquisitions lift Weir","year":2008,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Weir; Revenue; Currency; Profit (economics); Quarter (Canadian coin); Power demand; Economics; Lift (data mining); Business; Industrial organization; Natural resource economics; Commerce; Monetary economics; Power (physics); Microeconomics; Finance; Power consumption; Computer science; Geography; Archaeology","score_opus":0.02077379164745019,"score_gpt":0.22367760257248168,"score_spread":0.20290381092503149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236021072","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":[0.87847227,0.0020004841,0.009748259,0.00091749144,0.0010084409,0.00023399826,0.00005635045,0.0014147004,0.10614799],"genre_scores_gemma":[0.9970534,0.0007007632,0.00021938841,0.000049122693,0.00047861005,0.000025398633,0.000031148156,0.00002940188,0.0014127552],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910957,0.0000128232705,0.00023108942,0.00016550478,0.00015582745,0.0003252074],"domain_scores_gemma":[0.9995299,0.000030954307,0.00002038084,0.0002522563,0.000046119752,0.000120378005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076551245,0.00019375383,0.00022857152,0.00012523285,0.0001728645,0.000017365937,0.00013892796,0.00020262257,0.00061499793],"category_scores_gemma":[0.000029271981,0.00019381217,0.00008062107,0.00040050846,0.00003972592,0.000106970016,0.000049410075,0.00055323157,0.00010005581],"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":[0.000015055321,0.00018578922,0.13208386,0.00019295019,0.0018908809,0.00040457945,0.00092672143,0.69110024,0.0008962484,0.0013404216,0.16145605,0.009507184],"study_design_scores_gemma":[0.0011939587,0.000106258885,0.18613823,0.00014803548,0.00041353403,0.0002518738,0.0008071159,0.08471107,0.0075740917,0.00012259178,0.71664155,0.0018916895],"about_ca_topic_score_codex":0.000017592773,"about_ca_topic_score_gemma":0.000017392487,"teacher_disagreement_score":0.6063892,"about_ca_system_score_codex":0.000061335464,"about_ca_system_score_gemma":0.000015819718,"threshold_uncertainty_score":0.7903431},"labels":[],"label_agreement":null},{"id":"W4236317184","doi":"10.1016/s1359-6128(10)70081-1","title":"EcoMax sells pump technology to Lewa","year":2010,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"International Environmental Law and Policies","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":"Business","score_opus":0.005949602729603278,"score_gpt":0.25050234886569833,"score_spread":0.24455274613609507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236317184","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":[0.8428447,0.000001728261,0.00003284875,0.004485618,0.00020360586,0.000093396324,0.00002091601,0.00005041639,0.15226674],"genre_scores_gemma":[0.9722847,0.0000013499534,0.00034511375,0.0014667577,0.00015239036,0.000021437136,0.000009937537,0.000014251078,0.025704104],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988639,0.00001670732,0.00020349391,0.00030945492,0.0002728517,0.00033364186],"domain_scores_gemma":[0.9993847,0.000021831747,0.00006082333,0.0003508641,0.0000049907267,0.00017681446],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014761093,0.00015809765,0.00014003876,0.00009999836,0.00015223412,0.00003398031,0.0004848379,0.000386788,0.017166393],"category_scores_gemma":[0.000036119833,0.00014771725,0.00006195543,0.00038583792,0.00024245109,0.00014330026,0.0003046256,0.0007723024,0.007596773],"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":[0.000020439007,0.00031864987,0.5439068,0.0000048104257,0.000095700605,0.0000493484,0.00026601352,0.0041142106,0.40783614,0.022554021,0.014704126,0.0061297216],"study_design_scores_gemma":[0.00017067388,0.00006179119,0.06487792,0.000006414978,0.000027746584,0.000060138787,0.00011718466,0.0002832336,0.12931277,0.0013402163,0.80339044,0.0003514872],"about_ca_topic_score_codex":0.0007563102,"about_ca_topic_score_gemma":0.0006253694,"teacher_disagreement_score":0.7886863,"about_ca_system_score_codex":0.00009643528,"about_ca_system_score_gemma":0.0000073865403,"threshold_uncertainty_score":0.9931759},"labels":[],"label_agreement":null},{"id":"W4236727743","doi":"10.1016/s1359-6128(08)70134-4","title":"Expansion at Potash mine","year":2008,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Mining Techniques and Economics","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":"Potash; Mining engineering; Business; Engineering; Metallurgy; Potassium; Materials science","score_opus":0.027498807635502158,"score_gpt":0.2142013483811164,"score_spread":0.18670254074561424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236727743","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":[0.98606896,0.000069709866,0.00020864196,0.00006876098,0.00010105423,0.00003809183,0.0000092074615,0.00033819594,0.013097359],"genre_scores_gemma":[0.99692124,0.0000902094,0.00060033594,0.000052330754,0.00015873504,0.000008449933,0.00002408866,0.00002263683,0.0021219621],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994314,0.0000059819627,0.00018067169,0.00013042642,0.000056204102,0.00019535977],"domain_scores_gemma":[0.99961394,0.000011425239,0.00002393796,0.00025047635,0.000011051185,0.000089185465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000067751156,0.000112367365,0.00015157029,0.000069313675,0.0000841077,0.000008461507,0.00011805801,0.00026582275,0.0007280927],"category_scores_gemma":[0.000008612828,0.00011865184,0.000057257752,0.00011949498,0.000019811758,0.000074357624,0.000045222598,0.00028677017,0.00015768205],"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":[0.000040680217,0.0001519355,0.24355668,0.00014570932,0.0004890147,0.0005332228,0.0013712583,0.17841765,0.02991013,0.0003787053,0.5366262,0.008378762],"study_design_scores_gemma":[0.0011679702,0.00015498209,0.045249283,0.00015464431,0.00017035185,0.0010050045,0.00030319972,0.39498585,0.16286813,0.00024960283,0.39160556,0.002085429],"about_ca_topic_score_codex":0.00003058709,"about_ca_topic_score_gemma":0.000020764552,"teacher_disagreement_score":0.2165682,"about_ca_system_score_codex":0.000096058844,"about_ca_system_score_gemma":0.00000762031,"threshold_uncertainty_score":0.79721045},"labels":[],"label_agreement":null},{"id":"W4236891372","doi":"10.1016/s1359-6128(13)70311-2","title":"Weir Minerals Canada invests in new Fort McMurray facility","year":2013,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Border Security and International Relations","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":"Weir; Mining engineering; Archaeology; Engineering; Geography; Geology; Cartography","score_opus":0.030560060812208953,"score_gpt":0.2937115804077665,"score_spread":0.26315151959555755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236891372","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":[0.8461267,0.000054520173,0.000026896063,0.024952445,0.00020759334,0.0001806831,0.00003107508,0.000021113685,0.12839901],"genre_scores_gemma":[0.96342385,0.000009745945,0.000028497767,0.000836832,0.00017299186,0.000013413872,0.0000283763,0.0000027225656,0.03548356],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987474,0.000114205395,0.00026469273,0.00018832018,0.00040809024,0.00027731177],"domain_scores_gemma":[0.9993251,0.0000974644,0.00007062865,0.00013673979,0.00010954035,0.00026054986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029046796,0.000089542176,0.00013397378,0.00007803736,0.0002009281,0.00008325157,0.0002642959,0.0002685525,0.004076722],"category_scores_gemma":[0.00050765387,0.000091861795,0.000044543307,0.0005163061,0.000088721434,0.00045720537,0.000027712551,0.00051585777,0.00009752174],"study_design_candidate":"not_applicable","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":[0.0000033115152,0.000092271745,0.69665545,0.0000072204666,0.00008029102,0.000009683529,0.0040018456,0.00040779597,0.00010515655,0.036931846,0.25806168,0.0036434191],"study_design_scores_gemma":[0.00023828105,0.000008991346,0.23195516,0.000026114369,0.000015638887,8.129075e-7,0.0033116485,0.0004715861,0.00009541948,0.0069312253,0.7566903,0.00025481783],"about_ca_topic_score_codex":0.9834524,"about_ca_topic_score_gemma":0.99188685,"teacher_disagreement_score":0.49862862,"about_ca_system_score_codex":0.0003082461,"about_ca_system_score_gemma":0.0021371052,"threshold_uncertainty_score":0.9968337},"labels":[],"label_agreement":null},{"id":"W4236994262","doi":"10.1016/s1359-6128(13)70289-1","title":"ProSep secures contracts worth C$3mn","year":2013,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Submarine pipeline; Business; Deep water; East Asia; Environmental science; Finance; Engineering; Oceanography; Geography; Marine engineering; China; Geology; Archaeology","score_opus":0.005388734961189198,"score_gpt":0.18476390317043886,"score_spread":0.17937516820924967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236994262","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":[0.93480873,0.00062578224,0.00049484405,0.00038036078,0.0004484641,0.0002874273,0.000009280437,0.0007715942,0.062173523],"genre_scores_gemma":[0.99711293,0.000040808703,0.00012446348,0.00006897925,0.0003846193,0.00007831315,0.0000125199485,0.000031589727,0.002145778],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99907523,0.000009788383,0.00023178295,0.00016565586,0.00015022726,0.0003673266],"domain_scores_gemma":[0.9995168,0.00003834681,0.000024853003,0.00023766472,0.00005344241,0.00012891783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007509103,0.00021252836,0.0002494167,0.00010146147,0.00006478727,0.000075797616,0.00015354392,0.00023278427,0.0007127482],"category_scores_gemma":[0.00004916931,0.00019204643,0.000072517985,0.00027883204,0.0000286752,0.0001877461,0.00004228689,0.0006383103,0.00023366319],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014561518,0.00025570736,0.28293583,0.000679524,0.0034837595,0.00020458172,0.0015435461,0.30977604,0.006899521,0.0024361867,0.32840967,0.06336109],"study_design_scores_gemma":[0.0012336026,0.00010577473,0.5160277,0.0002128182,0.00035032225,0.000052963824,0.0008425783,0.13350952,0.013273654,0.00063580443,0.3314768,0.0022784541],"about_ca_topic_score_codex":0.00010267906,"about_ca_topic_score_gemma":0.00003384672,"teacher_disagreement_score":0.23309188,"about_ca_system_score_codex":0.000034722743,"about_ca_system_score_gemma":0.000009512049,"threshold_uncertainty_score":0.78314257},"labels":[],"label_agreement":null},{"id":"W4237002190","doi":"10.1016/s1359-6128(15)70033-9","title":"Mergers &amp; Acquisitions Review 2014","year":2015,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mergers and acquisitions; Business; Accounting; Finance; Operations management; Commerce; Economics; History; Archaeology","score_opus":0.09579143901140103,"score_gpt":0.2726103758529652,"score_spread":0.1768189368415642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237002190","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":[0.14305218,0.053729683,0.0023859858,0.031638913,0.0029413593,0.0007908407,0.0005554772,0.00021066815,0.76469487],"genre_scores_gemma":[0.94770944,0.005627132,0.00091985037,0.010132204,0.00077119045,0.000102762446,0.00026742677,0.000051469797,0.0344185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864167,0.000024958306,0.00065752014,0.0003248387,0.000039663642,0.00031135196],"domain_scores_gemma":[0.9990386,0.000012937957,0.00030424562,0.00032663302,0.000051694606,0.00026588867],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009795638,0.00014716426,0.00048611878,0.0001499515,0.00013543006,0.000044414923,0.00023392908,0.00026511936,0.004230596],"category_scores_gemma":[0.00015170917,0.000179033,0.00015173768,0.0003034359,0.000056858622,0.00020535533,0.00004851402,0.00039081482,0.013324825],"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":[0.000007012435,0.00013084292,0.09269896,0.00016685217,0.00044475918,0.000013848592,0.0013089533,0.0002268284,0.0000014275753,0.09722822,0.8067984,0.0009738989],"study_design_scores_gemma":[0.00026120272,0.000010403903,0.0064097545,0.00012105325,0.000028118711,0.0000043521277,0.00018729802,0.000053225565,0.0000049978703,0.0076893545,0.9848594,0.00037080492],"about_ca_topic_score_codex":0.00021148182,"about_ca_topic_score_gemma":0.00003164551,"teacher_disagreement_score":0.8046573,"about_ca_system_score_codex":0.00027127386,"about_ca_system_score_gemma":0.00011187141,"threshold_uncertainty_score":0.99667966},"labels":[],"label_agreement":null},{"id":"W4237046069","doi":"10.1016/s1359-6128(13)70125-3","title":"Aquatech evaporator system to treat produced water at Alberta SAGD facility","year":2013,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Water-Energy-Food Nexus Studies","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":"Evaporator; Environmental science; Petroleum engineering; Waste management; Geology; Engineering; Mechanical engineering; Heat exchanger","score_opus":0.012619092297427267,"score_gpt":0.20260899843833427,"score_spread":0.189989906140907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237046069","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":[0.9306108,0.000008264836,0.0000073522497,0.002860983,0.000112671405,0.00043306797,0.000049193342,0.00010264108,0.065815076],"genre_scores_gemma":[0.962112,2.7653073e-7,0.000024696763,0.00020753527,0.00009299376,0.00026257592,0.000043389144,0.000020464759,0.03723605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99720454,0.00015045669,0.00045765162,0.00090988475,0.0005006174,0.000776846],"domain_scores_gemma":[0.9985752,0.000035651832,0.000082197854,0.00088062923,0.00003278599,0.00039352727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002830413,0.00037695534,0.0004240968,0.00007049991,0.00040131275,0.00007177611,0.00045640365,0.0003297661,0.0048257248],"category_scores_gemma":[0.000056411056,0.00025292175,0.00010903409,0.0004413095,0.000143004,0.00034153517,0.00084229605,0.0002906812,0.016410505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012317103,0.0005054175,0.33960134,0.00018669877,0.00043103463,0.00008212424,0.0030634452,0.004237974,0.55545473,0.00018789594,0.09320068,0.0029254712],"study_design_scores_gemma":[0.0005636518,0.00020037082,0.02819871,0.000051864943,0.00020024997,0.00003994681,0.0013285152,0.00082885666,0.9469869,0.00025734695,0.020228256,0.0011153186],"about_ca_topic_score_codex":0.02318092,"about_ca_topic_score_gemma":0.002773867,"teacher_disagreement_score":0.39153215,"about_ca_system_score_codex":0.00088231364,"about_ca_system_score_gemma":0.000008922381,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W4237619798","doi":"10.1016/s1359-6128(21)00055-0","title":"Alfa Laval invests in AMI Global","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Digital Transformation in Industry","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":"Medicine","score_opus":0.01747401511503777,"score_gpt":0.24100702071545277,"score_spread":0.223533005600415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237619798","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":[0.7179721,0.00012649625,0.00017698033,0.00039917344,0.00033396285,0.0000567049,0.000077762015,0.00021757459,0.28063923],"genre_scores_gemma":[0.9989008,0.000018628845,0.00008481089,0.00015210045,0.00013095255,0.00001332303,0.00006748694,0.000017729222,0.00061416766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882966,0.0000305684,0.00038323575,0.00018677297,0.0002314462,0.00033828698],"domain_scores_gemma":[0.99948007,0.000022945316,0.000024356415,0.00026717788,0.00004819777,0.00015725446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001129879,0.00017549445,0.00021002941,0.000083519364,0.000029750154,0.00011348771,0.0001794928,0.0005087062,0.0003700536],"category_scores_gemma":[0.000050171606,0.00020502052,0.00007334806,0.0011842718,0.000042306205,0.00048596493,0.000031636333,0.00080577255,0.0001775746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001385965,0.00029937152,0.5963197,0.00035172453,0.0005072242,0.0011398004,0.0005377458,0.33896133,0.0016474698,0.0101404935,0.027744118,0.022337176],"study_design_scores_gemma":[0.005819571,0.00009510161,0.5066728,0.001318592,0.00033392402,0.0010909578,0.010055527,0.07903748,0.11947782,0.009634369,0.26180935,0.004654498],"about_ca_topic_score_codex":0.000041182022,"about_ca_topic_score_gemma":0.0001899994,"teacher_disagreement_score":0.28092867,"about_ca_system_score_codex":0.00019810894,"about_ca_system_score_gemma":0.00009013981,"threshold_uncertainty_score":0.83604944},"labels":[],"label_agreement":null},{"id":"W4237844447","doi":"10.1016/s1359-6128(19)30183-1","title":"Alfa Laval AB, Sweden","year":2019,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","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":"Mathematics","score_opus":0.02050172148936283,"score_gpt":0.26296297989928663,"score_spread":0.2424612584099238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237844447","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":[0.9692671,0.000021389042,0.00004528173,0.00040732548,0.0011747353,0.000116165254,0.000011948465,0.00008012554,0.02887598],"genre_scores_gemma":[0.98664504,0.000005692797,0.00016223214,0.00028079093,0.00026618998,0.000008179926,0.000007013295,0.00000914374,0.012615719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984122,0.00010304107,0.0002691396,0.00042579154,0.00037640065,0.00041342908],"domain_scores_gemma":[0.9991616,0.00003652533,0.00012210522,0.00045295162,0.000050082825,0.00017671566],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085567596,0.00014957746,0.00024520367,0.00006350249,0.00013075459,0.00016491668,0.0005472309,0.00026933345,0.027649542],"category_scores_gemma":[0.00006960341,0.000120431294,0.0000703505,0.00030818087,0.00009774376,0.00039139864,0.00014659719,0.0002545628,0.00858438],"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":[0.000017872257,0.000035808665,0.004744067,0.000014211654,0.000010268636,0.0000138901105,0.00006523056,0.00023822262,0.9917228,0.001704672,0.0011938008,0.00023910674],"study_design_scores_gemma":[0.0005077298,0.00010541571,0.017065229,0.0000538646,0.00006520866,0.000043677737,0.00031606268,0.000502395,0.8965464,0.00079324574,0.08340946,0.00059129426],"about_ca_topic_score_codex":0.00046109303,"about_ca_topic_score_gemma":0.000033024528,"teacher_disagreement_score":0.09517643,"about_ca_system_score_codex":0.00003151618,"about_ca_system_score_gemma":0.00007957424,"threshold_uncertainty_score":0.99218756},"labels":[],"label_agreement":null},{"id":"W4238161413","doi":"10.1016/s1359-6128(05)70772-2","title":"Groupe Laperrière &amp; Verreault Inc, Canada","year":2005,"lang":"fr","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"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":"Political science","score_opus":0.011297255992162048,"score_gpt":0.2165663548425833,"score_spread":0.20526909885042124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238161413","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":[0.7024467,0.039202303,0.0016624187,0.045473445,0.010928625,0.00053963746,0.00064207363,0.0009264781,0.19817832],"genre_scores_gemma":[0.9113264,0.0006152859,0.0010663037,0.00039851942,0.0044267783,0.00002675261,0.00013348438,0.000094711606,0.08191176],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977156,0.00004163843,0.00054212875,0.00039785783,0.0004172728,0.00088553445],"domain_scores_gemma":[0.9988432,0.00010500454,0.0000658286,0.00053632946,0.00009867157,0.00035094644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001904277,0.0005270161,0.00055177,0.00013550857,0.00018714428,0.00007348418,0.00035928466,0.0006653595,0.0033489487],"category_scores_gemma":[0.00011238241,0.00059759343,0.00013604098,0.0006214108,0.000070122536,0.00025238664,0.00016409728,0.0018962674,0.00034550947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008912845,0.000108260254,0.02718838,0.00042103083,0.001480471,0.00018066788,0.00047003134,0.44154468,0.000103538834,0.0015111077,0.48000723,0.04697567],"study_design_scores_gemma":[0.00026093065,0.000012646154,0.010887408,0.00011666964,0.00025771104,0.000046437028,0.00018448023,0.01710189,0.00022631497,0.000013281804,0.9702537,0.0006385137],"about_ca_topic_score_codex":0.57592344,"about_ca_topic_score_gemma":0.8809857,"teacher_disagreement_score":0.49024647,"about_ca_system_score_codex":0.0008831355,"about_ca_system_score_gemma":0.00026400105,"threshold_uncertainty_score":0.99964756},"labels":[],"label_agreement":null},{"id":"W4239621550","doi":"10.1016/s1359-6128(18)30179-4","title":"Alfa Laval AB, Sweden","year":2018,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","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":"Psychology","score_opus":0.033201922800700716,"score_gpt":0.29145586442586596,"score_spread":0.25825394162516524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239621550","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":[0.9684495,0.000015076304,0.00022079266,0.00053965766,0.0012091261,0.00007301059,0.000012752649,0.000098595694,0.029381508],"genre_scores_gemma":[0.99262047,0.000004342818,0.00035182433,0.00037636436,0.001126753,0.000008803747,0.0000046571804,0.000008892558,0.005497898],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998407,0.000111062014,0.00027453102,0.00041468002,0.00035177782,0.00044093304],"domain_scores_gemma":[0.99912786,0.000027907436,0.000119432625,0.00041618157,0.00009866412,0.00020995339],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009400906,0.00014860644,0.00020823453,0.000065629145,0.00032181456,0.00018115102,0.0005684257,0.00026543243,0.019723998],"category_scores_gemma":[0.00014259691,0.00011917908,0.00005761775,0.00037424042,0.00038659107,0.00035423835,0.00015768019,0.00020227226,0.004509397],"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":[0.00002393996,0.000041899475,0.0010820313,0.000006778071,0.000011324417,0.000018124558,0.00013133175,0.00001626282,0.9921815,0.0016444075,0.0042990223,0.0005433744],"study_design_scores_gemma":[0.0002031433,0.000098699245,0.005504118,0.00002401638,0.000044696055,0.000030591193,0.00013838682,0.00019439241,0.91872823,0.0007576761,0.07397092,0.00030514784],"about_ca_topic_score_codex":0.0005785952,"about_ca_topic_score_gemma":0.00012687418,"teacher_disagreement_score":0.07345329,"about_ca_system_score_codex":0.000029283872,"about_ca_system_score_gemma":0.000083852676,"threshold_uncertainty_score":0.9962657},"labels":[],"label_agreement":null},{"id":"W4240028206","doi":"10.1016/s1359-6128(06)71702-5","title":"GL&amp;V, Canada","year":2006,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","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":"Internal medicine; Medicine","score_opus":0.015790664023667977,"score_gpt":0.25191443045396733,"score_spread":0.23612376643029936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240028206","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":[0.9574911,0.00016155919,0.000017117143,0.010435211,0.00011754808,0.000070197486,0.00002618872,0.000027964803,0.03165309],"genre_scores_gemma":[0.9846501,0.0000015489653,0.000052990996,0.00366138,0.0006260132,0.000005291386,0.00016463047,0.000010311833,0.010827777],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991731,0.000016502001,0.00018355671,0.0001583416,0.0002509464,0.0002175696],"domain_scores_gemma":[0.99950343,0.00001870921,0.00004354629,0.00026134503,0.00003715222,0.00013581979],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000567283,0.00010514064,0.00017586937,0.000039728857,0.00007431165,0.000020070562,0.00006646378,0.00011151517,0.0015675923],"category_scores_gemma":[0.000013542822,0.00008988714,0.000066051216,0.00023720769,0.000021346927,0.000041475945,0.000027161692,0.0004512911,0.000029960986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060729613,0.00018552976,0.49119654,0.000036694742,0.0001601882,0.0007813969,0.000011812488,0.00013642185,0.002354758,0.00047118036,0.50351566,0.0010890582],"study_design_scores_gemma":[0.00070020737,0.000036897,0.10634156,0.000037810678,0.00026989367,0.00023487229,0.00011900594,0.00008608885,0.0020544091,0.00004238097,0.88987845,0.00019842919],"about_ca_topic_score_codex":0.86133575,"about_ca_topic_score_gemma":0.5736284,"teacher_disagreement_score":0.38636276,"about_ca_system_score_codex":0.00019610829,"about_ca_system_score_gemma":0.000295515,"threshold_uncertainty_score":0.9993451},"labels":[],"label_agreement":null},{"id":"W4240243948","doi":"10.1016/s1359-6128(14)70091-6","title":"Jacobs secures Sturgeon refinery contract in Canada","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Water-Energy-Food Nexus Studies","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":"Sturgeon; Refinery; Business; Fishery; Environmental science; Fish <Actinopterygii>; Biology; Environmental engineering","score_opus":0.007759652925488835,"score_gpt":0.1884259639898616,"score_spread":0.18066631106437278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240243948","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":[0.88069046,0.000042643747,0.000009695287,0.0015336229,0.00016351893,0.000056315534,0.000021767653,0.000022472032,0.117459506],"genre_scores_gemma":[0.997826,0.0000027850847,0.000017528493,0.0008224559,0.000100508376,0.000017651859,0.0000099480685,0.000013701776,0.0011894291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828726,0.00012898703,0.0003175221,0.0003834627,0.00039826342,0.00048451842],"domain_scores_gemma":[0.9993123,0.00010472225,0.000106555875,0.00031544472,0.00000830492,0.00015266796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002819196,0.00020467177,0.00029686088,0.000049644008,0.00011995112,0.000019269224,0.00028830103,0.00016624213,0.0011932015],"category_scores_gemma":[0.00010524332,0.0001763573,0.00004515265,0.00038841882,0.00008622567,0.00014691227,0.00019426747,0.0004860241,0.000058774236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025455201,0.00009250411,0.9604955,0.000008864377,0.00008639837,0.0001154296,0.00013527085,0.010936042,0.0019653724,0.0011166764,0.020857235,0.00416528],"study_design_scores_gemma":[0.00051006296,0.00004799295,0.9433528,0.000034467557,0.000048891052,0.000011882356,0.00048447048,0.0036284698,0.004142086,0.0019448712,0.045284588,0.00050940504],"about_ca_topic_score_codex":0.9555624,"about_ca_topic_score_gemma":0.98742676,"teacher_disagreement_score":0.11713553,"about_ca_system_score_codex":0.00068149227,"about_ca_system_score_gemma":0.000072804774,"threshold_uncertainty_score":0.99971986},"labels":[],"label_agreement":null},{"id":"W4240375197","doi":"10.1016/s1359-6128(14)70476-8","title":"BP invests in Saltworks Technologies","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Public-Private Partnership Projects","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":"Medicine","score_opus":0.028984215428580592,"score_gpt":0.249556943502475,"score_spread":0.22057272807389441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240375197","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":[0.86850554,0.0000482576,0.0001064129,0.009141063,0.00022250116,0.00019378857,6.9492614e-7,0.0007273621,0.12105441],"genre_scores_gemma":[0.9966933,0.0000023100079,0.00006693055,0.0020596895,0.0006649795,0.000039409213,0.000023237033,0.000026584334,0.00042357444],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983916,0.000027900123,0.00034993538,0.000420303,0.00026275677,0.0005474917],"domain_scores_gemma":[0.99909174,0.000057434696,0.0002190209,0.0005298147,0.000084475905,0.000017497901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008831012,0.00023278056,0.00029857428,0.0009059834,0.0001138012,0.0003810702,0.0006792948,0.0006245413,0.0001347711],"category_scores_gemma":[0.0010395325,0.00021917117,0.00006760423,0.0024432011,0.00012383894,0.0012477583,0.0004103017,0.0010686843,0.0004752452],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020299789,0.00014523584,0.89360267,0.00014215663,0.000058956597,0.000035240944,0.000041872147,0.00070180435,0.0005954207,0.0762688,0.015377239,0.013010322],"study_design_scores_gemma":[0.0021450606,0.00002954768,0.1912066,0.00044782713,0.00018294371,0.00001125167,0.002816045,0.05785621,0.0025407807,0.04393049,0.69686407,0.0019691566],"about_ca_topic_score_codex":0.00045476455,"about_ca_topic_score_gemma":0.00048831623,"teacher_disagreement_score":0.70239604,"about_ca_system_score_codex":0.000059092577,"about_ca_system_score_gemma":0.00002844731,"threshold_uncertainty_score":0.89375407},"labels":[],"label_agreement":null},{"id":"W4240587393","doi":"10.1016/s1359-6128(12)70310-5","title":"Fluor to provide EPCM services for Yara worldwide","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alliance; Procurement; Business; Environmental planning; Environmental protection; Geography; Archaeology; Marketing","score_opus":0.022084797715931852,"score_gpt":0.2507120761605709,"score_spread":0.22862727844463904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240587393","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":[0.9919245,0.00010386909,0.00008267477,0.004666118,0.00016630525,0.00027175422,0.00013594115,0.000054819167,0.0025939893],"genre_scores_gemma":[0.99394196,0.0000031337227,0.00043726852,0.0019154748,0.0015800451,0.000053573207,0.00014682276,0.0000015548686,0.0019201618],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987093,0.000035599012,0.00027447994,0.00027691413,0.00018960386,0.0005140725],"domain_scores_gemma":[0.9992148,0.00012477423,0.00011113235,0.00010609042,0.00010788064,0.0003353199],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003109554,0.00017670117,0.00025598233,0.000031847685,0.00024720145,0.000113685186,0.0003635375,0.00024396654,0.0010136246],"category_scores_gemma":[0.00007981779,0.00006707784,0.00017359009,0.0007022985,0.000026872063,0.00021353086,0.00008982372,0.00021655072,0.00009058927],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012365288,0.00035993833,0.65826035,0.00008725254,0.00058879034,0.000005145191,0.0003943573,0.000538647,0.13286094,0.003053606,0.02364371,0.1800836],"study_design_scores_gemma":[0.00013944857,0.00016537913,0.26992765,0.000029068326,0.00032648223,0.0000048447687,0.000800652,0.00056361407,0.010801878,0.00081198156,0.7159054,0.0005235867],"about_ca_topic_score_codex":0.0006456265,"about_ca_topic_score_gemma":0.0006073239,"teacher_disagreement_score":0.6922617,"about_ca_system_score_codex":0.000031274423,"about_ca_system_score_gemma":0.0000070107035,"threshold_uncertainty_score":0.99989957},"labels":[],"label_agreement":null},{"id":"W4240824064","doi":"10.1016/s1359-6128(03)00807-3","title":"Abitibi-Consolidated rebuilds paper machine","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Transportation and Mobility Innovations","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":"Newsprint; Engineering; Political science; Pulp and paper industry","score_opus":0.011694270057008151,"score_gpt":0.22669701112497226,"score_spread":0.2150027410679641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240824064","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":[0.9178393,0.00011167487,0.0022227517,0.00051997404,0.00029624614,0.00015116356,0.00010856323,0.000603795,0.07814656],"genre_scores_gemma":[0.99811316,0.000010150182,0.00019295517,0.00032769114,0.00003383491,0.000016057842,0.0001378327,0.000020313886,0.0011479818],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920964,0.000022962568,0.00029866814,0.00014891004,0.00011310602,0.00020671326],"domain_scores_gemma":[0.9995344,0.000018424082,0.000024537374,0.0002701024,0.000061062536,0.00009145106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014232009,0.00013358874,0.00014156467,0.000118232034,0.00007089922,0.000026630012,0.00008437536,0.00025451675,0.0025868667],"category_scores_gemma":[0.000035180048,0.00013852931,0.00005733196,0.0007054827,0.000033350014,0.00015615771,0.0000024342867,0.0005317051,0.00009212323],"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":[0.000034848472,0.00087116886,0.4300789,0.0003574355,0.0024463828,0.00018542504,0.0017980848,0.2422547,0.12637438,0.12743416,0.059468158,0.00869637],"study_design_scores_gemma":[0.0019453284,0.000044350916,0.26757064,0.000074541706,0.0003811362,0.000061636354,0.00079138775,0.007167597,0.060033813,0.0010381148,0.65953255,0.0013589227],"about_ca_topic_score_codex":0.000049837934,"about_ca_topic_score_gemma":0.00015652295,"teacher_disagreement_score":0.6000644,"about_ca_system_score_codex":0.000034182034,"about_ca_system_score_gemma":0.000026356718,"threshold_uncertainty_score":0.99832493},"labels":[],"label_agreement":null},{"id":"W4241010582","doi":"10.1016/s1359-6128(19)30056-4","title":"Alfa Laval partners with Bühler on insect plant solutions","year":2019,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insect; Modular design; Biology; Botany; Engineering; Business; Biotechnology; Computer science","score_opus":0.056840383790334265,"score_gpt":0.2270109280848717,"score_spread":0.17017054429453743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241010582","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":[0.9812761,0.000059918868,3.3630252e-7,0.0033815983,0.00005991478,0.00015683465,0.000062881554,0.00006888922,0.014933507],"genre_scores_gemma":[0.9962121,0.000030751675,0.0000038557864,0.0006034534,0.00034173636,0.000016748525,0.00015231122,5.9910724e-7,0.0026383987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883074,0.0000639756,0.00015530939,0.00034666286,0.0002171368,0.00038620707],"domain_scores_gemma":[0.99958473,0.0001212458,0.000078149234,0.00005932628,0.000044357854,0.00011220647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013317505,0.00018801523,0.00023523168,0.000009137501,0.00029096988,0.00004288847,0.00019298107,0.0002978416,0.0008723856],"category_scores_gemma":[0.000017957465,0.000046583842,0.000098091,0.0004291402,0.00007154877,0.00006279257,0.00006912126,0.0004498311,0.00029511025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032262216,0.0006477089,0.8884431,0.000010417655,0.00048201022,0.000058726528,0.000099386525,0.0003120643,0.058468346,0.0026786514,0.03595398,0.012522973],"study_design_scores_gemma":[0.00020274745,0.0011122279,0.8692782,0.000041528125,0.00005586205,0.000016551492,0.0010360859,0.000025647996,0.0022064694,0.00007789098,0.12556146,0.00038536245],"about_ca_topic_score_codex":0.00025933396,"about_ca_topic_score_gemma":0.00085519435,"teacher_disagreement_score":0.08960748,"about_ca_system_score_codex":0.000025640395,"about_ca_system_score_gemma":0.000006152251,"threshold_uncertainty_score":0.955201},"labels":[],"label_agreement":null},{"id":"W4241074256","doi":"10.1016/s1359-6128(08)70099-5","title":"KBR to build Canadian gasification unit","year":2008,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Environmental science; Waste management; Engineering; Mathematics","score_opus":0.030845703222662755,"score_gpt":0.2503312466845665,"score_spread":0.21948554346190377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241074256","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":[0.7069894,0.00012595572,0.00045257967,0.0024608122,0.0005016973,0.00017013635,0.000014295554,0.00014216277,0.28914294],"genre_scores_gemma":[0.9301267,0.000010419249,0.000052515385,0.0006423197,0.00046798392,0.000052808187,0.000068860536,0.000030358524,0.06854798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981532,0.00014054585,0.00037458527,0.00039996713,0.00027341777,0.0006582871],"domain_scores_gemma":[0.99820936,0.000033974055,0.00008234237,0.0006704212,0.00020462534,0.00079929223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028670084,0.00022062834,0.0002758181,0.0005159384,0.0005188086,0.00005454739,0.00040500658,0.00053880335,0.001062966],"category_scores_gemma":[0.0001480169,0.00022516596,0.00009124011,0.0014274837,0.000050108505,0.00018347724,0.0000338103,0.00044609033,0.0005019683],"study_design_candidate":"not_applicable","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":[0.00008634801,0.00020157055,0.282393,0.000076786535,0.00063209626,0.0016485415,0.0024852562,0.5564283,0.0016815918,0.08397887,0.063050546,0.0073370845],"study_design_scores_gemma":[0.00021812283,0.000035832192,0.017567422,0.000026767486,0.00003327286,0.00010005371,0.0014431982,0.00089299865,0.0031166598,0.00016368295,0.97600174,0.00040022004],"about_ca_topic_score_codex":0.66897804,"about_ca_topic_score_gemma":0.34007493,"teacher_disagreement_score":0.91295123,"about_ca_system_score_codex":0.00030714567,"about_ca_system_score_gemma":0.00055197167,"threshold_uncertainty_score":0.9998502},"labels":[],"label_agreement":null},{"id":"W4241110846","doi":"10.1016/s1359-6128(21)00188-9","title":"Alfa Laval AB, Sweden","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Catalysis and Hydrodesulfurization Studies","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":"Moiety; Chemistry; Ligand (biochemistry); Denticity; Crystallography; Molar conductivity; Molecule; Metal; Intermolecular force; Hydrogen bond; Crystal structure; Stereochemistry; Organic chemistry","score_opus":0.01812246294420574,"score_gpt":0.23922686097415727,"score_spread":0.22110439802995152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241110846","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":[0.9023976,0.0023665258,0.0012315738,0.0010783229,0.0004865298,0.00006729809,0.000067838766,0.0004564241,0.09184789],"genre_scores_gemma":[0.9949444,0.00020756265,0.00004680042,0.000079693426,0.00029342095,0.000008082698,0.000070615955,0.00001827712,0.0043311543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992595,0.000015245744,0.00021034568,0.00017018132,0.00015934776,0.00018542794],"domain_scores_gemma":[0.99956095,0.000021179041,0.000022992435,0.00024740433,0.000073176125,0.000074304764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081094804,0.00011999725,0.00021485188,0.000066667584,0.000089261615,0.000062437044,0.00008578982,0.00016348959,0.0006942596],"category_scores_gemma":[0.000035845125,0.00012242526,0.00009998643,0.0005420608,0.000022643811,0.000090090245,0.00004968006,0.0003058611,0.00015928506],"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":[0.000016636808,0.00039965764,0.13204628,0.00035682943,0.0069068125,0.0008819838,0.0020735182,0.46667746,0.102103114,0.0029756492,0.2646418,0.02092028],"study_design_scores_gemma":[0.00132725,0.000023461527,0.061464384,0.00012695958,0.0011022132,0.00012635483,0.0032639736,0.058160152,0.28536507,0.0003568851,0.5869834,0.0016999263],"about_ca_topic_score_codex":0.000017391345,"about_ca_topic_score_gemma":0.00007718448,"teacher_disagreement_score":0.4085173,"about_ca_system_score_codex":0.000032008717,"about_ca_system_score_gemma":0.00002113284,"threshold_uncertainty_score":0.7601656},"labels":[],"label_agreement":null},{"id":"W4241409153","doi":"10.1016/s1359-6128(16)30345-7","title":"Canadian refinery to recycle its water with GE technologies","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refinery; Sustainability; General partnership; Wastewater; Environmental science; Business; Emerging technologies; Waste management; Process (computing); Environmental planning; Environmental protection; Engineering; Computer science; Ecology; Nanotechnology; Finance; Materials science","score_opus":0.02700533387258017,"score_gpt":0.25038621773986425,"score_spread":0.22338088386728408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241409153","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":[0.86470747,0.00003152804,0.000010598976,0.0697473,0.0000658648,0.0001377427,0.000043384338,0.0002494147,0.06500668],"genre_scores_gemma":[0.9181607,0.000010755785,0.000015479507,0.00025579514,0.00014102901,0.000071703056,0.000010262745,0.000025711035,0.0813086],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998048,0.00005020621,0.00022490758,0.0004273505,0.0003292646,0.0009202445],"domain_scores_gemma":[0.998764,0.000047428108,0.000027687343,0.0005887936,0.00016464372,0.00040744236],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020619556,0.00020860294,0.00023058901,0.00044956434,0.00023454972,0.00007621721,0.0005367357,0.0006332166,0.0031458829],"category_scores_gemma":[0.00017392311,0.00010546166,0.000051931875,0.0007651576,0.00009344438,0.00018083544,0.00018274106,0.00066560425,0.0017487768],"study_design_candidate":"not_applicable","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":[0.0004551865,0.0001718812,0.102386035,0.000043663433,0.00077803346,0.0016697608,0.00038321747,0.0010776618,0.08054252,0.0070802043,0.05929645,0.7461154],"study_design_scores_gemma":[0.0003185134,0.00014248172,0.0018512746,0.00009576298,0.000025840985,0.00003227672,0.00056050695,0.000015458405,0.18437137,0.0002455273,0.81195915,0.00038186292],"about_ca_topic_score_codex":0.117377244,"about_ca_topic_score_gemma":0.27617705,"teacher_disagreement_score":0.75266266,"about_ca_system_score_codex":0.00037592463,"about_ca_system_score_gemma":0.00023612511,"threshold_uncertainty_score":0.9990285},"labels":[],"label_agreement":null},{"id":"W4241561598","doi":"10.1016/s1359-6128(14)70137-5","title":"Bechtel-led team to build Manitoba hydroelectric power plant","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Coal and Coke Industries Research","field":"Energy","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":"Hydroelectricity; Engineering; Environmental science; Operations research; Electrical engineering","score_opus":0.015989545792381116,"score_gpt":0.25266231055381894,"score_spread":0.2366727647614378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241561598","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":[0.7856382,0.000036692403,0.00011720101,0.002559091,0.00021630293,0.00020911489,0.000027096177,0.00018590645,0.21101041],"genre_scores_gemma":[0.98016024,0.000005403848,0.000025134708,0.0008525866,0.0007622452,0.00006398667,0.000050470782,0.00004359112,0.018036336],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970455,0.00021243883,0.00045157893,0.0006019784,0.0007354554,0.00095303706],"domain_scores_gemma":[0.99824375,0.00018542452,0.00009207628,0.00075972785,0.00014131685,0.0005776898],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005251853,0.00033361933,0.00043319335,0.0004907302,0.00029230292,0.00016622676,0.00076616707,0.0007256932,0.0028800294],"category_scores_gemma":[0.00043242297,0.00029631678,0.00016693001,0.001825957,0.00006483626,0.00014201686,0.0002700076,0.0017199949,0.0016630122],"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":[0.0010335641,0.0016030903,0.11104781,0.00009642768,0.0017095624,0.00053891627,0.00078426016,0.010698979,0.023640784,0.037578974,0.3749403,0.43632734],"study_design_scores_gemma":[0.0006075868,0.0004274275,0.0073878006,0.00005283891,0.000079757294,0.000063762636,0.00047285238,0.0025206222,0.016139017,0.000550005,0.9710493,0.0006489907],"about_ca_topic_score_codex":0.0054328274,"about_ca_topic_score_gemma":0.0025831198,"teacher_disagreement_score":0.59610903,"about_ca_system_score_codex":0.0002222701,"about_ca_system_score_gemma":0.000119684235,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W4241875397","doi":"10.1016/s1359-6128(04)00313-1","title":"Epcor to design and build for Sooke sewer","year":2004,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Underground infrastructure and sustainability","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":"Capital (architecture); Core (optical fiber); Geography; Civil engineering; Sanitary sewer; Environmental planning; Engineering; Water resource management; Architectural engineering; Telecommunications; Environmental science; Archaeology; Environmental engineering","score_opus":0.011534030749609616,"score_gpt":0.23409004826253904,"score_spread":0.22255601751292942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241875397","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47567555,0.00007327939,0.5211384,0.0008385024,0.00015174763,0.00046811975,0.000011593845,0.00016293314,0.0014798279],"genre_scores_gemma":[0.9910548,0.000002992903,0.008111076,0.00025901844,0.00017773836,0.000054727963,0.0000054160887,0.000022577753,0.00031167115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992114,0.000013558327,0.00018187775,0.00020550561,0.00008718606,0.00030050782],"domain_scores_gemma":[0.99948263,0.00005321468,0.000015345882,0.00020995399,0.00006823634,0.00017060472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018214874,0.0001547672,0.00018404127,0.00008839155,0.000094926436,0.00006166565,0.000105800485,0.00026695826,0.00006905069],"category_scores_gemma":[0.0000755896,0.00014676289,0.00004646872,0.00022762245,0.00003064253,0.00014446554,0.00002316434,0.00029344144,0.000006405409],"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":[0.00006860599,0.000057513327,0.0057254825,0.00024485105,0.00032112942,0.000019946683,0.00078782934,0.9664259,0.004735585,0.0037455747,0.00903201,0.008835591],"study_design_scores_gemma":[0.008756316,0.001596343,0.062497947,0.00029956296,0.0011463832,0.00020768293,0.007129526,0.08271015,0.15159687,0.27555656,0.40330085,0.0052017774],"about_ca_topic_score_codex":0.00003319545,"about_ca_topic_score_gemma":0.000011724355,"teacher_disagreement_score":0.88371575,"about_ca_system_score_codex":0.00015542167,"about_ca_system_score_gemma":0.000049174934,"threshold_uncertainty_score":0.5984817},"labels":[],"label_agreement":null},{"id":"W4241897296","doi":"10.1016/s1359-6128(05)00727-5","title":"Alfa Laval AB, Sweden","year":2005,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fragment molecular orbital; Computation; Electronic correlation; Massively parallel; Perturbation theory (quantum mechanics); Hemagglutinin (influenza); Physics; Perturbation (astronomy); Molecular orbital; Computational chemistry; Computational science; Computer science; Chemistry; Parallel computing; Molecule; Algorithm; Antigen; Biology; Genetics; Quantum mechanics","score_opus":0.043885853106579824,"score_gpt":0.35109184259229465,"score_spread":0.3072059894857148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241897296","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":[0.8897824,0.00046472813,0.0000107728665,0.025125587,0.00006582888,0.000144493,0.000023973227,0.00006150694,0.08432068],"genre_scores_gemma":[0.90904075,0.0001322163,0.00025489746,0.0014154153,0.0018516154,0.000011036929,0.000060899798,0.00001788343,0.08721529],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838054,0.00004751786,0.00028820557,0.00029315395,0.0005355006,0.0004550819],"domain_scores_gemma":[0.9990721,0.0000570663,0.000052451032,0.00030437062,0.00011153986,0.00040248124],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026353454,0.00017254423,0.0003159229,0.00015498618,0.00013898073,0.000034719058,0.00017446617,0.00033265178,0.0044496497],"category_scores_gemma":[0.00007920784,0.00013363097,0.0001823462,0.00036392637,0.00011771155,0.000104505765,0.00008888537,0.0010924614,0.0012513553],"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":[0.00093112636,0.0011335436,0.6601343,0.00022436117,0.0013649537,0.0010077409,0.00042729627,0.00024364793,0.027687797,0.0021336894,0.18853797,0.11617356],"study_design_scores_gemma":[0.0010348322,0.00019722582,0.12041139,0.00009222368,0.00019106465,0.00036851535,0.00021287274,0.0018909567,0.02062294,0.0000675752,0.8546072,0.00030318054],"about_ca_topic_score_codex":0.0004236176,"about_ca_topic_score_gemma":0.00008221944,"teacher_disagreement_score":0.66606927,"about_ca_system_score_codex":0.000069413,"about_ca_system_score_gemma":0.0001437443,"threshold_uncertainty_score":0.99952626},"labels":[],"label_agreement":null},{"id":"W4241943133","doi":"10.1016/s1359-6128(16)30311-1","title":"H2O Innovation wins 3 wastewater treatment contracts for flexMBR technology","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","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":"Wastewater; Business; Technology innovation; Engineering management; Industrial organization; Engineering; Waste management","score_opus":0.06846851662456435,"score_gpt":0.27520773679975064,"score_spread":0.20673922017518628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241943133","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":[0.952428,0.0003621265,0.0043481826,0.015132495,0.00044931777,0.00047624737,0.00060347695,0.000118264106,0.026081923],"genre_scores_gemma":[0.9891495,0.00006867133,0.00037005736,0.0001099968,0.00018101111,0.00013780795,0.000010894786,0.000018753626,0.00995328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987575,0.000006211809,0.00044700375,0.0004398048,0.00002876867,0.0003207136],"domain_scores_gemma":[0.9992007,0.000053098283,0.0002816807,0.00032881962,0.00010128399,0.000034435256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020812431,0.00017245681,0.00039334595,0.00058734027,0.00014271573,0.000034890378,0.00016961429,0.00045463917,0.00028746072],"category_scores_gemma":[0.00024444936,0.00013645514,0.00008847948,0.0005132766,0.00013852229,0.00022004238,0.00005877404,0.00016057013,0.0003527006],"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":[0.00009071168,0.00042113935,0.19488595,0.000014294154,0.0013724802,0.000011216718,0.00054580125,0.00006565586,0.0026999966,0.7852705,0.002233133,0.0123891225],"study_design_scores_gemma":[0.007951508,0.00082359376,0.024470005,0.00009522904,0.00018166935,0.000015905147,0.0026592552,0.00065578317,0.038786124,0.24073036,0.6823091,0.0013214677],"about_ca_topic_score_codex":0.000045965036,"about_ca_topic_score_gemma":0.000013609471,"teacher_disagreement_score":0.68007594,"about_ca_system_score_codex":0.0003978546,"about_ca_system_score_gemma":0.000019014287,"threshold_uncertainty_score":0.5564479},"labels":[],"label_agreement":null},{"id":"W4242026145","doi":"10.1016/s1359-6128(03)00801-2","title":"Water/wastewater drives ITT’S Q2 growth","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","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":"Offset (computer science); Quarter (Canadian coin); Wastewater; Operations management; Weakness; Business; Engineering; Advertising; Waste management; Computer science; History; Medicine; Operating system; Archaeology; Surgery","score_opus":0.012663036832407309,"score_gpt":0.2042167350953518,"score_spread":0.1915536982629445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242026145","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":[0.94136053,0.000021603972,0.00012758674,0.000745882,0.00053216395,0.00013453879,0.0000045752845,0.00012186098,0.05695126],"genre_scores_gemma":[0.995006,0.000001322613,0.000043390803,0.0009016029,0.0009010792,0.000013976847,0.00007849739,0.00002735732,0.003026723],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986266,0.000017540033,0.00039215485,0.00032093684,0.00026425344,0.00037853827],"domain_scores_gemma":[0.99942595,0.0000071942486,0.00013474826,0.00024576,0.00015681924,0.000029515308],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024805154,0.00022784932,0.00025725464,0.00023831257,0.00021735711,0.00029689335,0.00020130907,0.00030072013,0.0033420199],"category_scores_gemma":[0.00002741531,0.0001583757,0.00012251556,0.0004010925,0.00004776156,0.0010792041,0.000021900796,0.00039699112,0.0006322117],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022929378,0.0000978934,0.9116773,0.0003195398,0.00028263137,0.00008065421,0.00038693746,0.00063927827,0.012224367,0.060444843,0.013499055,0.0003245805],"study_design_scores_gemma":[0.0014555161,0.000015312018,0.13156557,0.00012212149,0.00035206537,0.000021561089,0.0028221514,0.0001913791,0.032277394,0.0061163814,0.82390195,0.0011585911],"about_ca_topic_score_codex":0.00025461736,"about_ca_topic_score_gemma":0.000053150252,"teacher_disagreement_score":0.8104029,"about_ca_system_score_codex":0.000016641337,"about_ca_system_score_gemma":0.000013734435,"threshold_uncertainty_score":0.9975691},"labels":[],"label_agreement":null},{"id":"W4242253511","doi":"10.1016/s1359-6128(17)30081-2","title":"Schlumberger and Weatherford to form OneStim JV","year":2017,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Joint venture; Set (abstract data type); Geology; Joint (building); Business; Geometry; Computer science; Mathematics; Engineering; Commerce; Civil engineering","score_opus":0.06587628445229707,"score_gpt":0.2828017530768369,"score_spread":0.21692546862453985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242253511","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":[0.75874513,0.0002675901,0.00045902515,0.0029373243,0.00029358533,0.0001250363,0.000088229666,0.000030033209,0.23705402],"genre_scores_gemma":[0.98639286,0.00006752807,0.00044886675,0.00020570566,0.00018680075,0.000020425048,0.0000015959972,0.000016804503,0.012659405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989698,0.0000045369725,0.00026200805,0.00044153977,0.000041384134,0.00028074204],"domain_scores_gemma":[0.99895346,0.000019671337,0.00022848006,0.0006282189,0.00003773921,0.00013243438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003043539,0.00015235177,0.00035196793,0.00015114971,0.00062423863,0.00026422346,0.0003597899,0.00018513661,0.0004820107],"category_scores_gemma":[0.00034759138,0.00017146468,0.000073464566,0.00008988915,0.00015657488,0.00036932575,0.00034999405,0.00031833688,0.000704154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013616098,0.000057125526,0.93523836,0.000010333718,0.00025777594,0.000012099558,0.0009749224,0.000050459785,0.000008307914,0.059348173,0.0022396494,0.0017891984],"study_design_scores_gemma":[0.0007026056,0.00007552748,0.8897386,0.000044148197,0.000053877266,0.00000946539,0.0014457324,0.001760158,0.000100570825,0.03041966,0.07499257,0.00065706467],"about_ca_topic_score_codex":0.00060753856,"about_ca_topic_score_gemma":0.00008922442,"teacher_disagreement_score":0.2276477,"about_ca_system_score_codex":0.00008488027,"about_ca_system_score_gemma":0.000008875425,"threshold_uncertainty_score":0.905071},"labels":[],"label_agreement":null},{"id":"W4242324712","doi":"10.1016/s1359-6128(20)30006-9","title":"Alfa Laval commits to zero-emission vessels","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","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":"Zero emission; Zero (linguistics); Engineering; Philosophy; Linguistics; Waste management","score_opus":0.08104365098247326,"score_gpt":0.26787291452480594,"score_spread":0.18682926354233267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242324712","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":[0.7517555,0.00020216084,0.0045221713,0.0941874,0.00043593065,0.00026486279,0.00037405832,0.00014010051,0.14811784],"genre_scores_gemma":[0.9828049,0.000009536427,0.00012615841,0.011150936,0.00045096717,0.000009035981,0.00003373518,0.000017759814,0.00539696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987843,0.000015177027,0.0005379811,0.00034350134,0.000047581645,0.0002714579],"domain_scores_gemma":[0.99924403,0.000021654934,0.00019666473,0.00024273682,0.000042757412,0.00025213466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028246525,0.00013880109,0.00030960882,0.00017454984,0.00014753848,0.00006910553,0.00027429737,0.00030775563,0.00081183715],"category_scores_gemma":[0.0002489712,0.00015392604,0.00007995621,0.0010495014,0.000025416091,0.00016117224,0.00008599381,0.000519014,0.0016359013],"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":[0.000067726905,0.0001941907,0.19977736,0.000086045075,0.0002686986,0.00003059849,0.0024631137,0.0017993497,0.0020856175,0.31810144,0.47265276,0.002473087],"study_design_scores_gemma":[0.0004921088,0.0000872529,0.01602785,0.00002552698,0.000013739803,0.0000036375811,0.00015504529,0.0022866349,0.0069554984,0.0058813235,0.9676078,0.00046356305],"about_ca_topic_score_codex":0.00015752357,"about_ca_topic_score_gemma":0.0000018520493,"teacher_disagreement_score":0.49495506,"about_ca_system_score_codex":0.00004052022,"about_ca_system_score_gemma":0.000025029447,"threshold_uncertainty_score":0.99914145},"labels":[],"label_agreement":null},{"id":"W4242417936","doi":"10.1016/s1359-6128(06)71296-4","title":"Canadian sulphur contract","year":2006,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","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":"Engineering; Business; Construction engineering","score_opus":0.03929326624391977,"score_gpt":0.25043995106341954,"score_spread":0.21114668481949977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242417936","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":[0.31006205,0.0004224974,0.000029586785,0.00435208,0.0002740934,0.00014271264,0.0004687346,0.000036276226,0.68421197],"genre_scores_gemma":[0.9709156,0.000027688711,0.000030328842,0.00036472065,0.0007042643,0.000011027617,0.00005806051,0.00001859651,0.027869724],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983952,0.000019471976,0.0005072752,0.00038697908,0.000071651484,0.0006194142],"domain_scores_gemma":[0.9991386,0.000033949767,0.00016609515,0.0003148728,0.00004256944,0.00030394303],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00066867156,0.00014108003,0.00033060272,0.0005495338,0.00016610947,0.00014988544,0.00041093884,0.00055619556,0.011972174],"category_scores_gemma":[0.00014608435,0.0001720498,0.00012060942,0.0006074618,0.0000663299,0.0002577962,0.000039852264,0.00093513646,0.0044340724],"study_design_candidate":"not_applicable","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":[0.0000052496225,0.00003605081,0.62981343,0.0000052449113,0.00007217314,0.00007190273,0.00002733426,0.00018293665,0.000020640939,0.3288239,0.040573984,0.0003671757],"study_design_scores_gemma":[0.0005093046,0.000012266852,0.15610223,0.0000069979924,0.000010410838,0.0000074795485,0.00007201466,0.0008162723,0.00016145289,0.018163092,0.8237974,0.0003410674],"about_ca_topic_score_codex":0.5507692,"about_ca_topic_score_gemma":0.07204285,"teacher_disagreement_score":0.78322345,"about_ca_system_score_codex":0.0005324584,"about_ca_system_score_gemma":0.00014271004,"threshold_uncertainty_score":0.9963411},"labels":[],"label_agreement":null},{"id":"W4242438685","doi":"10.1016/s1359-6128(13)70420-8","title":"BioteQ water treatment contract extended at Quebec mine","year":2013,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Coal Combustion and Slurry Processing","field":"Engineering","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":"Business; Mining engineering; Environmental science; Geology","score_opus":0.016313647013636638,"score_gpt":0.22815598714818638,"score_spread":0.21184234013454975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242438685","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":[0.99321604,0.00015845109,0.0001362609,0.00088615797,0.00015279773,0.00012652452,0.000005459187,0.0002494435,0.0050688474],"genre_scores_gemma":[0.9854175,0.000014501655,0.000032698874,0.000117145064,0.00014900342,0.000032209773,0.00004883175,0.000022923392,0.014165212],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909353,0.000021922628,0.0002414838,0.00018640095,0.000121072,0.00033557418],"domain_scores_gemma":[0.999517,0.000020259618,0.000022575037,0.00022675197,0.000045598095,0.00016778582],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000056955036,0.00020446973,0.00022365022,0.00009532053,0.00011551475,0.000108055014,0.00009746774,0.00027580064,0.0051120403],"category_scores_gemma":[0.000008714454,0.00014415325,0.00008684427,0.00013590431,0.00003168742,0.00029216913,0.000026919435,0.00026613811,0.0008301224],"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":[0.000073736264,0.0007427183,0.025855238,0.00027636494,0.0018197125,0.00026475074,0.0024327082,0.061309844,0.6285193,0.00025123978,0.017950704,0.26050368],"study_design_scores_gemma":[0.002370281,0.00013313912,0.041583385,0.00010836109,0.00034765527,0.00008162981,0.0005470777,0.13981189,0.6820219,0.00011310033,0.13158254,0.001299021],"about_ca_topic_score_codex":0.0020257598,"about_ca_topic_score_gemma":0.001021697,"teacher_disagreement_score":0.25920466,"about_ca_system_score_codex":0.00029920158,"about_ca_system_score_gemma":0.000015183021,"threshold_uncertainty_score":0.99994785},"labels":[],"label_agreement":null},{"id":"W4243020969","doi":"10.1016/s1359-6128(08)70270-2","title":"Weir makes strong start to the year","year":2008,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Border Security and International Relations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weir; Quarter (Canadian coin); Revenue; Power (physics); Engineering; Economics; Environmental science; Operations management; Geography; Finance; Cartography; Archaeology; Physics","score_opus":0.06599927472727263,"score_gpt":0.3317567814160139,"score_spread":0.26575750668874126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243020969","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":[0.5444817,0.000057961333,0.00037654905,0.049561746,0.00032362854,0.00017525701,0.000035497793,0.000059071746,0.40492857],"genre_scores_gemma":[0.9758827,0.00002274755,0.000050745748,0.00054787844,0.00052529445,0.000010069526,0.0000065013423,0.00000404353,0.022950033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910396,0.00009509047,0.00012171286,0.00012318617,0.0003725388,0.0001834792],"domain_scores_gemma":[0.9995437,0.00007670074,0.000037433336,0.00013714773,0.00009716893,0.00010781259],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030355278,0.000056060053,0.00006717064,0.000053452335,0.00086277723,0.000050864717,0.00028971874,0.00014897092,0.0015772497],"category_scores_gemma":[0.0002455752,0.000045097007,0.00005564116,0.0004178007,0.0001384934,0.00016478801,0.000032484684,0.00039473883,0.00049806345],"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":[0.00001994147,0.00018780507,0.16429153,0.000003104336,0.00024849124,0.000023235234,0.045489937,0.002298688,0.000027041282,0.6121502,0.173079,0.0021810445],"study_design_scores_gemma":[0.00006458551,0.000013376961,0.02772912,0.000007936161,0.000015705127,0.0000014010677,0.007558178,0.00011707112,0.000031954925,0.0005450155,0.96382713,0.00008853129],"about_ca_topic_score_codex":0.0022875094,"about_ca_topic_score_gemma":0.004989249,"teacher_disagreement_score":0.7907481,"about_ca_system_score_codex":0.000059461992,"about_ca_system_score_gemma":0.00015171504,"threshold_uncertainty_score":0.99933547},"labels":[],"label_agreement":null},{"id":"W4243828241","doi":"10.1016/s1359-6128(12)70176-3","title":"H2O Innovation wins new North American contracts worth C$3.1mn","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Economics; Industrial organization","score_opus":0.03830461403936702,"score_gpt":0.3063666251965241,"score_spread":0.26806201115715705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243828241","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":[0.9878767,0.000096489464,0.000100536934,0.0071499594,0.00014923821,0.00016461383,0.00001466597,0.00005790597,0.004389863],"genre_scores_gemma":[0.98708224,0.00001082025,0.0001414585,0.009153183,0.0016186355,0.000007768937,0.00025233635,0.000019263078,0.0017143156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875075,0.00003210792,0.00033778235,0.00018399356,0.0002846752,0.0004107068],"domain_scores_gemma":[0.99898165,0.000033142944,0.00019558214,0.00033194412,0.00008769361,0.00036998553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015222693,0.00016885428,0.00031654604,0.00018235718,0.00008569353,0.000028611548,0.00008842357,0.00014249272,0.00055157754],"category_scores_gemma":[0.00008679518,0.00014530943,0.00008036521,0.001670353,0.0000607662,0.0002901188,0.00004215354,0.0010483445,0.00008889807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008262025,0.00022420312,0.9641152,0.000008712073,0.00017429433,0.00003930778,0.00011964056,0.000011127657,0.000420633,0.0001617128,0.013464265,0.021178287],"study_design_scores_gemma":[0.0007358699,0.00013513934,0.89718246,0.000025943018,0.00029439636,0.00007621742,0.00027603965,0.00003940452,0.0008699689,0.0000040555888,0.10017998,0.0001805221],"about_ca_topic_score_codex":0.0021356328,"about_ca_topic_score_gemma":0.0002754673,"teacher_disagreement_score":0.086715706,"about_ca_system_score_codex":0.00011305835,"about_ca_system_score_gemma":0.00013395463,"threshold_uncertainty_score":0.6039387},"labels":[],"label_agreement":null},{"id":"W4243966689","doi":"10.1016/s1359-6128(20)30213-5","title":"PCM buys Halliburton Energy Services' Europump business","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Urban Arborization and Environmental Studies","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":"Business","score_opus":0.012998581554022339,"score_gpt":0.1844178555005325,"score_spread":0.17141927394651016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243966689","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":[0.8617553,0.00016667975,0.0019663733,0.015128179,0.0002507746,0.00016744722,0.00003921875,0.00029383035,0.12023219],"genre_scores_gemma":[0.9910692,0.00008375883,0.00006348172,0.0057944804,0.00019699543,0.000010157045,0.000042947213,0.000025898764,0.0027130991],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985594,0.000053426687,0.0002524295,0.0004573253,0.00037107777,0.00030633894],"domain_scores_gemma":[0.999375,0.000012968128,0.00010422856,0.00022554793,0.000007190978,0.00027506615],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060491468,0.00022152833,0.0002084656,0.000022071075,0.00021961378,0.00004823128,0.00035386387,0.00017422914,0.00801605],"category_scores_gemma":[0.000016531734,0.00020739042,0.000060235434,0.0009047889,0.00015213106,0.00025588923,0.00042844567,0.0002627696,0.001511729],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048992446,0.00029061557,0.93670297,0.000046471432,0.00017740719,0.00011628813,0.0011700983,0.018159447,0.019203167,0.00021822553,0.01736441,0.0065019294],"study_design_scores_gemma":[0.00050251064,0.00005618853,0.46187136,0.000018096083,0.00008769023,0.0000069302578,0.0006169589,0.007336076,0.0044133887,0.00006650197,0.5244203,0.00060400227],"about_ca_topic_score_codex":0.00071568287,"about_ca_topic_score_gemma":0.00008127125,"teacher_disagreement_score":0.5070559,"about_ca_system_score_codex":0.00009533287,"about_ca_system_score_gemma":0.0000049209834,"threshold_uncertainty_score":0.99926573},"labels":[],"label_agreement":null},{"id":"W4244169702","doi":"10.1016/s1359-6128(03)00003-x","title":"National Oilwell buys Corlac Equipment","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Border Security and International Relations","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":"Business; Engineering; Operations management","score_opus":0.05125037659087897,"score_gpt":0.3520957194171118,"score_spread":0.3008453428262329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244169702","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":[0.044436403,0.00007903659,0.00035505634,0.0049780714,0.00036417608,0.00008875911,0.000018704442,0.000046576584,0.94963324],"genre_scores_gemma":[0.9702523,0.000029607461,0.00011480956,0.0005560216,0.00024907655,0.000012852687,0.000018733446,0.000005223429,0.028761422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849516,0.00017818026,0.00020141107,0.00017752331,0.0007208099,0.0002269298],"domain_scores_gemma":[0.9992863,0.00013167848,0.00008331726,0.000085946274,0.00027593583,0.00013684748],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008226977,0.00008035002,0.00009044836,0.0001046822,0.0005554722,0.00009234626,0.00018910601,0.00027415724,0.0059840325],"category_scores_gemma":[0.00082480366,0.0000866637,0.00007485848,0.00047461916,0.00014647325,0.00026757398,0.0000173811,0.0004333111,0.00036892813],"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":[0.0000020169678,0.00009900414,0.00751334,0.000001565553,0.00005926624,0.0000023870573,0.0011100055,0.00031411645,0.00001796231,0.98194146,0.008681482,0.00025741835],"study_design_scores_gemma":[0.00017983482,0.0000123551945,0.0026048496,0.000013181678,0.000024083878,0.0000018683704,0.0018200603,0.00025759946,0.000173103,0.024253635,0.9705025,0.00015694389],"about_ca_topic_score_codex":0.00063425256,"about_ca_topic_score_gemma":0.0010237435,"teacher_disagreement_score":0.961821,"about_ca_system_score_codex":0.00020962482,"about_ca_system_score_gemma":0.00049498584,"threshold_uncertainty_score":0.9949246},"labels":[],"label_agreement":null},{"id":"W4244340853","doi":"10.1016/s1359-6128(02)80083-0","title":"Market report: FGD systems","year":2002,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Mercury impact and mitigation studies","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":"Mercury (programming language); Flue gas; Bottom ash; Fly ash; Flue-gas desulfurization; Coal; Coal combustion products; Waste management; Environmental chemistry; Environmental science; Lime; Combustion; Effluent; Incineration; Chemistry; Environmental engineering; Metallurgy; Materials science; Engineering","score_opus":0.036268078221088636,"score_gpt":0.2596515847013835,"score_spread":0.22338350648029487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244340853","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":[0.4594383,0.00014423103,0.00005238749,0.0008133756,0.00025125375,0.00010910902,0.000009120443,0.00005766225,0.53912455],"genre_scores_gemma":[0.89386487,0.000022158709,0.000019982528,0.00015466336,0.00013460474,0.000015187198,0.000004244264,0.000007412073,0.105776876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882525,0.00006242029,0.00029197749,0.00024379484,0.00031871392,0.00025786756],"domain_scores_gemma":[0.9993386,0.000034679233,0.00014063253,0.00031850568,0.000009774325,0.00015777098],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000324718,0.00012522198,0.00017399328,0.00003404175,0.00018220952,0.00005011441,0.00013754371,0.00016219621,0.034314398],"category_scores_gemma":[0.00011891794,0.00010676155,0.000060256192,0.00036994525,0.00011522539,0.0001932209,0.000085571344,0.00027869776,0.0015977456],"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":[0.000002426901,0.0000616204,0.46550003,0.000008899347,0.0000772651,0.00023060697,0.00026275602,0.0004830104,0.00047491965,0.000029524326,0.5311632,0.0017057558],"study_design_scores_gemma":[0.00038747446,0.00004587764,0.23038086,0.000047384707,0.00015467263,0.0006610434,0.0016352449,0.0086465655,0.0007142576,0.00006374348,0.75665045,0.00061244785],"about_ca_topic_score_codex":0.00030845564,"about_ca_topic_score_gemma":0.000018264942,"teacher_disagreement_score":0.43442658,"about_ca_system_score_codex":0.00008246204,"about_ca_system_score_gemma":0.0000027934893,"threshold_uncertainty_score":0.9991796},"labels":[],"label_agreement":null},{"id":"W4244534958","doi":"10.1016/s1359-6128(07)70246-x","title":"Groupe Laperrièe &amp; Verreault, Canada","year":2007,"lang":"fr","type":"article","venue":"Pump Industry Analyst","topic":"Canadian Identity and History","field":"Social Sciences","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":"Geology","score_opus":0.02275918488516953,"score_gpt":0.25945896198742685,"score_spread":0.2366997771022573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244534958","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":[0.35626027,0.0097411135,0.000061649676,0.025480775,0.010745864,0.00020933122,0.0003162837,0.0000680241,0.5971167],"genre_scores_gemma":[0.4657603,0.00024348864,0.000028330915,0.0016200844,0.0026171857,0.0000028761187,0.000038892103,0.000020688538,0.52966815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717885,0.00017058678,0.00045720607,0.00041325562,0.00077980815,0.0010002663],"domain_scores_gemma":[0.99816763,0.00014532561,0.00018611773,0.00037479523,0.0001360614,0.000990075],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011175191,0.0002151811,0.00032264166,0.00037044458,0.0016220715,0.00030410648,0.00049292395,0.00090313586,0.016717084],"category_scores_gemma":[0.00022552695,0.00032005078,0.00017073767,0.0016901939,0.0011131777,0.00035617905,0.000051602623,0.0014058085,0.00066491566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019932371,0.00016227958,0.015435293,0.00007087211,0.00031507484,0.0007602391,0.005260183,0.00011616387,0.000034464414,0.023584869,0.9190988,0.035141855],"study_design_scores_gemma":[0.00014055868,0.000009329391,0.011328707,0.000052899813,0.0001616967,0.000015854961,0.0031205318,0.000009237426,0.000006134754,0.000114643684,0.98468405,0.00035636968],"about_ca_topic_score_codex":0.99972457,"about_ca_topic_score_gemma":0.9999926,"teacher_disagreement_score":0.10950003,"about_ca_system_score_codex":0.0058687814,"about_ca_system_score_gemma":0.005481564,"threshold_uncertainty_score":0.99992514},"labels":[],"label_agreement":null},{"id":"W4244553877","doi":"10.1016/s1359-6128(05)00660-9","title":"ITT resolves Franklin Electric Lawsuit","year":2005,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lawsuit; Settlement (finance); Electric motor; Business; Engineering; Management; Law; Political science; Electrical engineering; Economics; Finance","score_opus":0.019879203732356587,"score_gpt":0.2866260176208372,"score_spread":0.26674681388848065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244553877","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":[0.95284486,0.0010333785,0.000024793695,0.020381575,0.000059223166,0.00013915288,0.0000070686838,0.00008364405,0.025426304],"genre_scores_gemma":[0.9859943,0.0000471731,0.00018956696,0.007018109,0.0013010018,0.000012306159,0.000041888405,0.000018327357,0.005377348],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883425,0.00003569344,0.00026800123,0.0002496072,0.00028514012,0.00032729146],"domain_scores_gemma":[0.9992706,0.0000388498,0.00006291966,0.000357304,0.00004689187,0.00022340858],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016871214,0.00015257871,0.00026275494,0.00014429714,0.000105052204,0.000031238345,0.00012279133,0.00024881595,0.002400924],"category_scores_gemma":[0.00004411263,0.00012947185,0.0001537143,0.0005588055,0.000027976594,0.00012215444,0.000042941545,0.00092300784,0.0002699242],"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":[0.0010392674,0.002712854,0.45626962,0.00020136613,0.001954618,0.0016707327,0.0007070826,0.00036500624,0.07657745,0.00234129,0.33744678,0.118713945],"study_design_scores_gemma":[0.002715373,0.00048325828,0.07134383,0.00012825683,0.0010306712,0.0004946666,0.0003523072,0.0021083169,0.04368013,0.00008006161,0.8770255,0.00055761274],"about_ca_topic_score_codex":0.00022241738,"about_ca_topic_score_gemma":0.00005740048,"teacher_disagreement_score":0.53957874,"about_ca_system_score_codex":0.00010883999,"about_ca_system_score_gemma":0.000069011476,"threshold_uncertainty_score":0.998511},"labels":[],"label_agreement":null},{"id":"W4245058373","doi":"10.1016/s1359-6128(19)30123-5","title":"Alfa Laval AB, Sweden","year":2019,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","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":"Materials science","score_opus":0.02050172148936283,"score_gpt":0.26296297989928663,"score_spread":0.2424612584099238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245058373","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":[0.9692671,0.000021389042,0.00004528173,0.00040732548,0.0011747353,0.000116165254,0.000011948465,0.00008012554,0.02887598],"genre_scores_gemma":[0.98664504,0.000005692797,0.00016223214,0.00028079093,0.00026618998,0.000008179926,0.000007013295,0.00000914374,0.012615719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984122,0.00010304107,0.0002691396,0.00042579154,0.00037640065,0.00041342908],"domain_scores_gemma":[0.9991616,0.00003652533,0.00012210522,0.00045295162,0.000050082825,0.00017671566],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085567596,0.00014957746,0.00024520367,0.00006350249,0.00013075459,0.00016491668,0.0005472309,0.00026933345,0.027649542],"category_scores_gemma":[0.00006960341,0.000120431294,0.0000703505,0.00030818087,0.00009774376,0.00039139864,0.00014659719,0.0002545628,0.00858438],"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":[0.000017872257,0.000035808665,0.004744067,0.000014211654,0.000010268636,0.0000138901105,0.00006523056,0.00023822262,0.9917228,0.001704672,0.0011938008,0.00023910674],"study_design_scores_gemma":[0.0005077298,0.00010541571,0.017065229,0.0000538646,0.00006520866,0.000043677737,0.00031606268,0.000502395,0.8965464,0.00079324574,0.08340946,0.00059129426],"about_ca_topic_score_codex":0.00046109303,"about_ca_topic_score_gemma":0.000033024528,"teacher_disagreement_score":0.09517643,"about_ca_system_score_codex":0.00003151618,"about_ca_system_score_gemma":0.00007957424,"threshold_uncertainty_score":0.99218756},"labels":[],"label_agreement":null},{"id":"W4245192642","doi":"10.1016/s1359-6128(20)30286-x","title":"Alfa Laval AB, Sweden","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Nuclear Physics and Applications","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":"Microbeam; Microprobe; Sample (material); Software; Iterative reconstruction; Reconstruction algorithm; Computer science; Tomographic reconstruction; Centroid; Computer graphics (images); Algorithm; Tomography; 3D reconstruction; Computational science; Computer vision; Physics; Artificial intelligence; Optics; Nuclear physics","score_opus":0.02692525829983422,"score_gpt":0.2661576320489243,"score_spread":0.23923237374909007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245192642","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":[0.80767167,0.000018781388,0.0022018543,0.01377818,0.000076659286,0.00021114209,0.00017349963,0.00011231251,0.17575593],"genre_scores_gemma":[0.9973578,6.898585e-7,0.00007306154,0.00041326153,0.0012246537,0.000015442582,0.00005984119,0.000016968515,0.00083829334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993108,0.000016232116,0.00015146879,0.00022608918,0.00011492087,0.00018051357],"domain_scores_gemma":[0.99950325,0.0000133914855,0.00006847014,0.00019759212,0.000033337874,0.00018398289],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036651476,0.0001129413,0.00014474543,0.00001573651,0.00012750128,0.00006410724,0.00020611999,0.00006609529,0.0020010513],"category_scores_gemma":[0.000002204421,0.00011030575,0.00010765676,0.00029981768,0.000031090676,0.00008480348,0.00006580429,0.00043019568,0.00065650884],"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":[0.00003221936,0.0008177833,0.24901944,0.000036557365,0.0012589319,0.0000124709495,0.0013176942,0.0022514837,0.039348133,0.41151088,0.21730457,0.07708984],"study_design_scores_gemma":[0.0012085239,0.00009209515,0.019803412,0.000030560674,0.00039293073,0.000001339842,0.0028140491,0.013026392,0.028516298,0.015339165,0.91762334,0.0011518874],"about_ca_topic_score_codex":0.00016861013,"about_ca_topic_score_gemma":8.692784e-7,"teacher_disagreement_score":0.70031875,"about_ca_system_score_codex":0.0000066562948,"about_ca_system_score_gemma":0.0000339807,"threshold_uncertainty_score":0.99891126},"labels":[],"label_agreement":null},{"id":"W4245618318","doi":"10.1016/s1359-6128(03)00630-x","title":"Tecumseh Products Co, USA","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Agricultural economics; Economics; Geography; Archaeology","score_opus":0.036967825876384974,"score_gpt":0.3081458807635077,"score_spread":0.2711780548871227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245618318","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":[0.92284423,0.00019940683,0.000011326094,0.0051648114,0.00011878603,0.00017305498,0.000009228859,0.000036837035,0.071442306],"genre_scores_gemma":[0.9882776,0.000009193404,0.00012523051,0.0026518505,0.00030037886,0.000011413135,0.00003556285,0.000013353263,0.008575374],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902165,0.000046951325,0.00019112244,0.00025593626,0.00023253458,0.00025179653],"domain_scores_gemma":[0.99929386,0.000016282582,0.000052814656,0.000393675,0.00006382176,0.00017951817],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018180702,0.00013084254,0.00021634421,0.0000758588,0.0000905356,0.000022951397,0.00007029854,0.0001636598,0.0035036309],"category_scores_gemma":[0.00013042874,0.00010860793,0.00007820158,0.00037702633,0.00004772357,0.00008403327,0.000017031556,0.00062818406,0.00029258948],"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":[0.00015625719,0.000996591,0.82273674,0.0001859098,0.0006521095,0.0014150108,0.0001859298,0.00005107662,0.023422902,0.002354598,0.1443143,0.0035285414],"study_design_scores_gemma":[0.0016392546,0.00029085047,0.036300536,0.0000918516,0.0005646529,0.00091176375,0.00055691943,0.00004867644,0.092862606,0.000055603934,0.8662899,0.0003873728],"about_ca_topic_score_codex":0.00014434774,"about_ca_topic_score_gemma":0.0000065582394,"teacher_disagreement_score":0.78643626,"about_ca_system_score_codex":0.00006660183,"about_ca_system_score_gemma":0.00011278361,"threshold_uncertainty_score":0.9974073},"labels":[],"label_agreement":null},{"id":"W4245691875","doi":"10.1016/s1359-6128(18)30041-7","title":"Mergers &amp; Acquisitions Review 2017","year":2018,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Mergers and acquisitions; Finance; Commerce; Operations management; Economics; History; Archaeology","score_opus":0.10230437605088012,"score_gpt":0.3145087644968909,"score_spread":0.2122043884460108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245691875","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":[0.022787046,0.031379685,0.0021290032,0.008835105,0.0009846612,0.00029028975,0.00046698033,0.00012682566,0.9330004],"genre_scores_gemma":[0.96190524,0.0098572895,0.000780604,0.0030646902,0.00093926635,0.000050817136,0.00004010852,0.00003125638,0.023330739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871993,0.000019751214,0.00044285014,0.00046014282,0.000054462267,0.00030288458],"domain_scores_gemma":[0.99890965,0.000025990359,0.00028205733,0.00057702407,0.00010624405,0.000099027704],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047599385,0.00016426024,0.00047753062,0.00018226642,0.00032085524,0.000047001584,0.00032062986,0.00017337874,0.008194573],"category_scores_gemma":[0.000299075,0.00018815244,0.00017894822,0.00050013245,0.00029167303,0.0002323683,0.00013761323,0.00034258535,0.009695331],"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":[0.000017719145,0.00034054005,0.09934628,0.0002837094,0.0017680082,0.000021803757,0.0015357786,0.00007444838,0.00003676654,0.18070258,0.7150923,0.0007800599],"study_design_scores_gemma":[0.00032740866,0.000045787176,0.017632468,0.0003743742,0.0001495735,0.000009481097,0.00048208036,0.00020419034,0.000036408677,0.013403508,0.9666816,0.0006531045],"about_ca_topic_score_codex":0.0001519178,"about_ca_topic_score_gemma":0.000045190154,"teacher_disagreement_score":0.9391182,"about_ca_system_score_codex":0.0001284635,"about_ca_system_score_gemma":0.000015404768,"threshold_uncertainty_score":0.9927121},"labels":[],"label_agreement":null},{"id":"W4245739722","doi":"10.1016/s1359-6128(07)70119-2","title":"Alfa laval adds replacement parts supplier","year":2007,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operations management; Engineering; Operations research","score_opus":0.023179792239918284,"score_gpt":0.30255473718260195,"score_spread":0.27937494494268367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245739722","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":[0.9621072,0.0001785299,0.00012793812,0.008297721,0.00019969787,0.0002096586,0.000019905261,0.00006167978,0.028797707],"genre_scores_gemma":[0.9876211,0.00001481438,0.000105899686,0.0046124086,0.0007474969,0.000010216463,0.00014761866,0.000017529177,0.00672289],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860626,0.000022720249,0.00033452577,0.00028315798,0.00035942296,0.00039392427],"domain_scores_gemma":[0.9990756,0.000039429815,0.00007484279,0.0004373982,0.000049202565,0.00032352834],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048880506,0.0001601585,0.0002515671,0.00010163149,0.00009856554,0.000023452576,0.00008736264,0.00022451722,0.0038317994],"category_scores_gemma":[0.000029934872,0.0001352407,0.00013382277,0.00027701416,0.00004674832,0.00007404476,0.000066897344,0.00068761024,0.00011279964],"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":[0.001384771,0.0009172833,0.71922666,0.00008179842,0.0007769127,0.0021047387,0.00032357112,0.000038016395,0.004899898,0.0005277921,0.25784835,0.0118702315],"study_design_scores_gemma":[0.002778486,0.00062687544,0.092529036,0.0001117283,0.0007874429,0.0005099576,0.0013141262,0.00016603516,0.03751467,0.000042275988,0.86319214,0.00042723035],"about_ca_topic_score_codex":0.0004608976,"about_ca_topic_score_gemma":0.000086912674,"teacher_disagreement_score":0.6266976,"about_ca_system_score_codex":0.00012578157,"about_ca_system_score_gemma":0.0000612633,"threshold_uncertainty_score":0.99707884},"labels":[],"label_agreement":null},{"id":"W4245839431","doi":"10.1016/s1359-6128(08)70292-1","title":"GLV Inc, Canada","year":2008,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":2,"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":"Political science","score_opus":0.02425064236305849,"score_gpt":0.16993457626368882,"score_spread":0.14568393390063034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245839431","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":[0.9034436,0.00042466656,0.0018455674,0.00016820103,0.0006953598,0.000081819046,0.00013544082,0.00035190518,0.092853464],"genre_scores_gemma":[0.9978342,0.000033747056,0.000065872264,0.000113771865,0.00020433465,0.0000033717554,0.000049083697,0.000018293948,0.0016773456],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929565,0.000006429837,0.00018174411,0.00011127622,0.0001656854,0.00023923098],"domain_scores_gemma":[0.99960554,0.000015537293,0.00001492168,0.00019664007,0.00002543378,0.00014191295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031453972,0.00012659836,0.0001544996,0.00004305585,0.000080721744,0.0000064305937,0.00013872988,0.00019531202,0.00047837722],"category_scores_gemma":[0.000008011883,0.00012673238,0.000032409604,0.00023893153,0.000045412857,0.000046701654,0.00000651119,0.00051855634,0.000031092168],"study_design_candidate":"not_applicable","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":[0.000010429866,0.0000791091,0.525391,0.000111991365,0.0006278428,0.0031677028,0.0002575645,0.11974886,0.00075133814,0.0012664945,0.34746686,0.0011208465],"study_design_scores_gemma":[0.00079544453,0.000032916367,0.24398981,0.0000398153,0.00023061826,0.0002453792,0.00020946075,0.054559764,0.0070196074,0.00009241295,0.6914135,0.0013712526],"about_ca_topic_score_codex":0.10922297,"about_ca_topic_score_gemma":0.18989153,"teacher_disagreement_score":0.34394664,"about_ca_system_score_codex":0.00010953767,"about_ca_system_score_gemma":0.00012616416,"threshold_uncertainty_score":0.8967088},"labels":[],"label_agreement":null},{"id":"W4245865239","doi":"10.1016/s1359-6128(13)70166-6","title":"KBR awarded FEED LNG project in British Columbia","year":2013,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Offshore Engineering and Technologies","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":"Petroleum; Work (physics); Engineering; Front (military); Environmental science; Geology; Mechanical engineering","score_opus":0.00933954776179181,"score_gpt":0.19656128111582444,"score_spread":0.18722173335403264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245865239","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":[0.99375343,0.00016800244,0.0000733279,0.000073546435,0.00018101538,0.00021123032,0.000009419721,0.0011954941,0.0043345466],"genre_scores_gemma":[0.99815273,0.000032360906,0.00027772808,0.00001114019,0.00008590423,0.00011688674,0.000013415511,0.000034599114,0.0012752475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990091,0.00001310369,0.00025632864,0.00020465995,0.00012701086,0.00038983856],"domain_scores_gemma":[0.99960595,0.000024942769,0.000021031281,0.00026545208,0.000029047475,0.000053589927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010278333,0.00012698487,0.00024934622,0.00014455017,0.00004370476,0.00029489404,0.00023651072,0.0005031929,0.00027671357],"category_scores_gemma":[0.00007867076,0.00020435792,0.000057814617,0.0007215498,0.00003737278,0.00018492367,0.00004400794,0.00091525516,0.00007083701],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002210425,0.00020255182,0.6563254,0.00043649937,0.0005603339,0.0003986053,0.00031309846,0.08828118,0.0055531505,0.00007021394,0.13761584,0.11024093],"study_design_scores_gemma":[0.0014772464,0.00009375259,0.81415373,0.0006198456,0.00009994108,0.00016468827,0.0029379055,0.13144907,0.004376197,0.0005228312,0.042133808,0.0019709778],"about_ca_topic_score_codex":0.017830217,"about_ca_topic_score_gemma":0.012108873,"teacher_disagreement_score":0.15782836,"about_ca_system_score_codex":0.00008932479,"about_ca_system_score_gemma":0.000018806464,"threshold_uncertainty_score":0.98871017},"labels":[],"label_agreement":null},{"id":"W4245869453","doi":"10.1016/s1359-6128(14)70094-1","title":"Veolia to deliver water treatment facility for Shell","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shell (structure); Environmental science; Waste management; Water supply; Environmental engineering; Engineering; Petroleum engineering; Civil engineering","score_opus":0.02549863741508377,"score_gpt":0.24251702973437514,"score_spread":0.21701839231929138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245869453","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":[0.9617522,0.000028902414,0.028119147,0.0044410755,0.0002560479,0.00051903626,0.0001878976,0.000372276,0.004323434],"genre_scores_gemma":[0.9961621,0.0000025632871,0.00030144042,0.00015833558,0.0002041206,0.00015957354,0.00006790558,0.000007544698,0.0029363811],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994445,0.000010090465,0.0001360396,0.00017467319,0.000050161798,0.00018454964],"domain_scores_gemma":[0.9995854,0.000011001057,0.0000073874758,0.0002569403,0.000036274265,0.00010298635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009390861,0.000102883634,0.0001145101,0.000042199215,0.00008128556,0.00002135118,0.00007243867,0.00012893783,0.00028230395],"category_scores_gemma":[0.000009858347,0.000077793105,0.000057142744,0.00008851459,0.000014950334,0.00004986165,0.000010526422,0.00010080983,0.0005698121],"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":[0.00009219236,0.0006839946,0.007721521,0.0003314242,0.0013673846,0.0000027550402,0.002754767,0.27275795,0.2230165,0.0021113614,0.13956648,0.34959367],"study_design_scores_gemma":[0.00019942834,0.000034804245,0.00088559603,0.0000026330877,0.00005101275,0.0000015120243,0.000051921455,0.007697538,0.19540596,0.00009755864,0.79540855,0.00016347386],"about_ca_topic_score_codex":0.000039245046,"about_ca_topic_score_gemma":0.000016927363,"teacher_disagreement_score":0.65584207,"about_ca_system_score_codex":0.00006762181,"about_ca_system_score_gemma":0.0000024995888,"threshold_uncertainty_score":0.73239714},"labels":[],"label_agreement":null},{"id":"W4246338437","doi":"10.1016/s1359-6128(15)30036-7","title":"Mergers &amp; Acquisitions Review 2014","year":2015,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mergers and acquisitions; Business; Accounting; Finance; Management; Economics; History; Archaeology","score_opus":0.08036375085313185,"score_gpt":0.356228714612476,"score_spread":0.27586496375934416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246338437","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":[0.530253,0.08747836,0.00031456718,0.27416387,0.0009455567,0.0010809484,0.00012826479,0.000343402,0.10529204],"genre_scores_gemma":[0.94386506,0.0020834107,0.00026664327,0.045041803,0.0008869325,0.000046648507,0.00045525003,0.000027222313,0.007327059],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990403,0.00005502863,0.00024623913,0.0001862409,0.00027454708,0.00019762861],"domain_scores_gemma":[0.99897397,0.000014190356,0.00006798368,0.0004256642,0.00010929521,0.0004089102],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029674463,0.00012032159,0.00030756058,0.00006262232,0.000058785692,0.0000135757555,0.00008838674,0.00012632576,0.0035346402],"category_scores_gemma":[0.00009442582,0.00009846663,0.00015193605,0.00033464585,0.000037937014,0.00009642199,0.000044827364,0.00048288543,0.00087918557],"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":[0.000029846915,0.00014846685,0.012278489,0.00021246138,0.00019007426,0.00010933507,0.000050268358,0.00001919811,0.0002312392,0.00008215349,0.98576355,0.000884889],"study_design_scores_gemma":[0.0006251966,0.00008420757,0.0016199296,0.0010432268,0.0010077826,0.0001895648,0.00016738744,0.00003609396,0.00013618809,0.00003661294,0.99486554,0.00018824817],"about_ca_topic_score_codex":0.0003062151,"about_ca_topic_score_gemma":0.000018747645,"teacher_disagreement_score":0.41361207,"about_ca_system_score_codex":0.00009177856,"about_ca_system_score_gemma":0.000107354885,"threshold_uncertainty_score":0.99989873},"labels":[],"label_agreement":null},{"id":"W4246530999","doi":"10.1016/s1359-6128(20)30037-9","title":"FLSmidth acquires Canadian pump service centre","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Business; Telecommunications; Computer science; Marketing","score_opus":0.061113305665772256,"score_gpt":0.23267608041151677,"score_spread":0.17156277474574452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246530999","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":[0.42627662,0.0013251521,0.00020569439,0.09988117,0.0006173489,0.00030695286,0.0013987699,0.00017309842,0.46981516],"genre_scores_gemma":[0.9912097,0.000059249098,0.00009140695,0.0063982117,0.00040677414,0.0000071466025,0.000027242602,0.000027503054,0.0017727944],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838936,0.00001795931,0.00040044982,0.00061102415,0.00006373227,0.0005174809],"domain_scores_gemma":[0.99889374,0.000025429306,0.00018825378,0.00032023268,0.00008066361,0.0004916638],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016555598,0.0002250231,0.00044639222,0.00016101851,0.00025474178,0.00012478314,0.0004694459,0.0002895883,0.0039807674],"category_scores_gemma":[0.00018680123,0.00027643176,0.00012595476,0.00079604296,0.00007609189,0.00027646404,0.00015862448,0.0005140916,0.003516717],"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":[0.00002867727,0.00010533682,0.864986,0.00008524201,0.0012462194,0.00014196857,0.0112793045,0.0021694554,0.000022668226,0.08924775,0.030098654,0.00058873015],"study_design_scores_gemma":[0.0015159434,0.00007542421,0.13373823,0.00005853384,0.00016602463,0.000009248822,0.021329762,0.02214195,0.00031129704,0.010204057,0.80859476,0.0018547346],"about_ca_topic_score_codex":0.062268842,"about_ca_topic_score_gemma":0.02587965,"teacher_disagreement_score":0.77849615,"about_ca_system_score_codex":0.00029685732,"about_ca_system_score_gemma":0.000076042306,"threshold_uncertainty_score":0.99996877},"labels":[],"label_agreement":null},{"id":"W4246562320","doi":"10.1016/s1359-6128(15)30276-7","title":"Ovivo secures contracts in the Asian energy and electronics markets","year":2015,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Asian Industrial and Economic Development","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":"Business; Electronics; International trade; Commerce; Engineering; Electrical engineering","score_opus":0.03501820656177197,"score_gpt":0.2765980716762234,"score_spread":0.24157986511445145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246562320","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":[0.5224888,0.00035893836,0.000012396647,0.02295464,0.0002883731,0.0001644596,0.000005279182,0.00002947169,0.45369768],"genre_scores_gemma":[0.99571455,0.00006317151,0.00001171697,0.00064380217,0.00042475903,0.000016307826,0.0000050876415,0.0000053960757,0.0031151988],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986051,0.00032344894,0.00023666622,0.00020276915,0.00021849583,0.00041357288],"domain_scores_gemma":[0.9994566,0.00008544908,0.000095078845,0.00012779344,0.000031674266,0.00020340776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019076457,0.00010866434,0.00017270498,0.00007996489,0.00023277003,0.00014952966,0.00023319153,0.00037304257,0.00014359844],"category_scores_gemma":[0.00026748067,0.00008579971,0.00003086826,0.0003210933,0.00014898235,0.0001868862,0.00003462984,0.00042556005,0.000010591712],"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":[0.00038067167,0.0005439018,0.22158489,0.00001314639,0.0005147545,0.00045467177,0.11692061,0.00016724954,0.000024716439,0.22286803,0.18060958,0.2559178],"study_design_scores_gemma":[0.0005588962,0.000025935065,0.012793819,0.000015326079,0.00002421064,0.000011165173,0.0410867,0.00006185877,0.00003216394,0.0041143843,0.9410641,0.00021142901],"about_ca_topic_score_codex":0.0026841324,"about_ca_topic_score_gemma":0.013219219,"teacher_disagreement_score":0.76045454,"about_ca_system_score_codex":0.00019733043,"about_ca_system_score_gemma":0.0005743213,"threshold_uncertainty_score":0.73766345},"labels":[],"label_agreement":null},{"id":"W4246644995","doi":"10.1016/s1359-6128(17)30239-2","title":"Jacobs to provide engineering services for Canada's Keyera Partnership","year":2017,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Outsourcing and Supply Chain Management","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":"Midstream; General partnership; Engineering; Engineering management; Business; Management; Economics; Finance","score_opus":0.0198868059568502,"score_gpt":0.23700633273139557,"score_spread":0.21711952677454538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246644995","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":[0.86384135,0.000049948212,0.0027768374,0.0821418,0.0017841314,0.0018073927,0.00003595323,0.00043875945,0.04712382],"genre_scores_gemma":[0.9892153,3.400822e-7,0.00012457462,0.0033645802,0.0023286443,0.00010488809,0.000037863076,0.000034516655,0.004789265],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855965,0.0000045752904,0.00025672224,0.00038339113,0.0002908761,0.0005047905],"domain_scores_gemma":[0.99891824,0.000036914513,0.00021385826,0.0006538377,0.00012010435,0.000057038156],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00043757234,0.00023402162,0.0002576773,0.00017454583,0.00066269236,0.0011087076,0.0007538462,0.00013843912,0.00008670578],"category_scores_gemma":[0.00021795947,0.00022925234,0.000086585336,0.00017300698,0.000014576833,0.0005575037,0.00027362045,0.0002611482,0.000045874043],"study_design_candidate":"not_applicable","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":[0.00015412395,0.00016452311,0.7047419,0.0036996421,0.0008433863,0.00017294355,0.0003159012,0.117782556,0.00049340643,0.010236141,0.14540611,0.015989361],"study_design_scores_gemma":[0.00037673593,0.00000677269,0.02873014,0.00013861147,0.0001548478,5.1862355e-7,0.0005595177,0.054497104,0.00013194156,0.000078874014,0.9149058,0.0004191505],"about_ca_topic_score_codex":0.28293267,"about_ca_topic_score_gemma":0.2510735,"teacher_disagreement_score":0.76949966,"about_ca_system_score_codex":0.00008563258,"about_ca_system_score_gemma":0.000058410467,"threshold_uncertainty_score":0.99992824},"labels":[],"label_agreement":null},{"id":"W4246935389","doi":"10.1016/s1359-6128(12)70305-1","title":"Jacobs supports Shell Canada Energy's tailing projects","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Global Energy Security and Policy","field":"Energy","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":"Shell (structure); Environmental science; Engineering; Civil engineering","score_opus":0.017168961203905254,"score_gpt":0.23583729631123107,"score_spread":0.2186683351073258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246935389","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":[0.57628095,0.00051589706,0.000006204671,0.0011109894,0.0011055662,0.00006855295,0.000057649446,0.00014689642,0.42070732],"genre_scores_gemma":[0.98541194,0.000017285052,0.000030365796,0.002104262,0.0016897579,0.000019879915,0.00014957658,0.000034853874,0.01054209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975825,0.00013918296,0.0004133607,0.0003329975,0.00044765923,0.0010843199],"domain_scores_gemma":[0.99855804,0.00007934863,0.00016021772,0.0005051909,0.00008170207,0.00061547797],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025679942,0.00032693896,0.0003470118,0.00012855558,0.0002286969,0.00005425285,0.00033700358,0.000592625,0.0016944492],"category_scores_gemma":[0.00014150112,0.0003207469,0.00012729458,0.0007099418,0.000060242866,0.00035115457,0.00010890745,0.00067149184,0.000057839057],"study_design_candidate":"not_applicable","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":[0.00005304155,0.00044331452,0.05453548,0.00008559202,0.00073032983,0.00032448975,0.00093273696,0.014601744,0.0010609357,0.8262033,0.09188569,0.009143342],"study_design_scores_gemma":[0.0002116123,0.000015331818,0.0020344416,0.00002380571,0.000097988224,0.000056970024,0.00045349053,0.00020677797,0.009094943,0.00015155807,0.9872226,0.0004304587],"about_ca_topic_score_codex":0.9433263,"about_ca_topic_score_gemma":0.8574895,"teacher_disagreement_score":0.8953369,"about_ca_system_score_codex":0.00029738568,"about_ca_system_score_gemma":0.0006555514,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null},{"id":"W4247621958","doi":"10.1016/s1359-6128(03)01047-4","title":"ITT reaffirms Q3, full year earnings outlook","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Quarter (Canadian coin); Business; Demographic economics; Advertising; Accounting; Economics; History","score_opus":0.020375345261371063,"score_gpt":0.27246416714962285,"score_spread":0.25208882188825177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247621958","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":[0.93456465,0.00013063126,0.00003448321,0.0034835865,0.00014020785,0.00013445421,0.0000071948516,0.00007110348,0.061433695],"genre_scores_gemma":[0.9842661,0.000014489355,0.0001789905,0.0022577713,0.0003125865,0.000010105256,0.000044668606,0.000023576931,0.012891737],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998813,0.00006447954,0.0002474627,0.0002810706,0.00028112688,0.0003128605],"domain_scores_gemma":[0.9991602,0.000030441617,0.000084629035,0.0004003523,0.0000568064,0.0002676206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024006623,0.00016534375,0.00028084093,0.00009719886,0.0001012491,0.000031621028,0.00009300044,0.00026005786,0.003540038],"category_scores_gemma":[0.00013111661,0.00014069617,0.00015840153,0.00034804692,0.000051200164,0.00009361267,0.00003476069,0.0009496124,0.0004214476],"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":[0.00033082857,0.00068929937,0.9009983,0.00010522419,0.00071647903,0.0011991595,0.00049226894,0.000069940084,0.007893073,0.0019737047,0.08306834,0.0024633638],"study_design_scores_gemma":[0.003629355,0.0007899395,0.062025633,0.0002175328,0.0010958741,0.0008903116,0.0028745118,0.00014559753,0.010829547,0.000109845445,0.9166921,0.0006997824],"about_ca_topic_score_codex":0.00016698381,"about_ca_topic_score_gemma":0.00001526338,"teacher_disagreement_score":0.8389727,"about_ca_system_score_codex":0.000084118125,"about_ca_system_score_gemma":0.0000830487,"threshold_uncertainty_score":0.99737084},"labels":[],"label_agreement":null},{"id":"W4247698062","doi":"10.1016/s1359-6128(03)00314-8","title":"Jacobs secures Canadian Order","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"interferon and immune responses","field":"Immunology and Microbiology","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":"Sting; Stimulator of interferon genes; ULK1; Cytokine; Autophagy; Interferon; Phenotype; Signal transduction; Intracellular; Function (biology); Cell biology; Biology; Kinase; Cancer research; Immunology; Protein kinase A; Gene; Immune system; Innate immune system; Genetics","score_opus":0.013545673755878986,"score_gpt":0.24233965937160623,"score_spread":0.22879398561572725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247698062","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":[0.861795,0.0025777693,0.000021042337,0.0010385656,0.0012915968,0.00014997969,0.000060922644,0.00007043216,0.13299468],"genre_scores_gemma":[0.94374895,0.000019349354,0.000012686089,0.00061076466,0.000025841968,0.000010702119,0.000057474084,0.000014634002,0.055499617],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862367,0.0003494287,0.00022754421,0.00023994279,0.000027627562,0.0005317883],"domain_scores_gemma":[0.99940276,0.00005782693,0.000055703327,0.00031067137,0.000096113086,0.00007692341],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026198206,0.00017740173,0.0002306678,0.00023948491,0.00027480844,0.000028820441,0.00021093074,0.00075183454,0.01715156],"category_scores_gemma":[0.00029926313,0.00015902896,0.00009004709,0.00035230172,0.00013428065,0.000074786025,0.000019621773,0.0008986066,0.002395311],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046287477,0.0005406687,0.11282583,0.000050798426,0.0039338144,0.00020623436,0.002035859,0.000093173076,0.4562096,0.06463301,0.35110635,0.007901791],"study_design_scores_gemma":[0.00034055987,0.00006224672,0.0038199236,0.000016183636,0.00005783482,0.000069221016,0.0008707086,0.0000017577783,0.14420746,0.000050308383,0.85027164,0.00023213885],"about_ca_topic_score_codex":0.021459628,"about_ca_topic_score_gemma":0.011870108,"teacher_disagreement_score":0.4991653,"about_ca_system_score_codex":0.0000858333,"about_ca_system_score_gemma":0.00041622875,"threshold_uncertainty_score":0.99838144},"labels":[],"label_agreement":null},{"id":"W4247792021","doi":"10.1016/s1359-6128(06)71591-9","title":"Record third quarter bookings for Flowserve","year":2006,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","score_opus":0.01832536530849615,"score_gpt":0.22883302016120255,"score_spread":0.2105076548527064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247792021","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":[0.91321814,0.00007822645,0.0015486133,0.006202989,0.0009198763,0.00037786373,0.000016678183,0.0002606777,0.07737693],"genre_scores_gemma":[0.98860735,9.553996e-7,0.00010557591,0.002047027,0.005724345,0.000043827753,0.00016109202,0.000023489112,0.003286333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987173,0.0000071189143,0.00034231765,0.00033209872,0.00019479258,0.00040634864],"domain_scores_gemma":[0.999331,0.000035046985,0.00021317473,0.00027319553,0.00013044507,0.000017147022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034347642,0.00020737934,0.00024815561,0.00019213711,0.00024762185,0.00036282119,0.00032666101,0.0003524808,0.00037770782],"category_scores_gemma":[0.00006707037,0.00019510461,0.00022007557,0.00037146854,0.000043265056,0.0010392275,0.000106855856,0.00040050762,0.00029026897],"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":[0.00015684497,0.0004031735,0.15462793,0.00038582206,0.00023698296,0.00005004054,0.00004914421,0.00019630617,0.0020511989,0.083737716,0.75420535,0.0038994811],"study_design_scores_gemma":[0.0011214005,0.000029174473,0.021167828,0.00008731066,0.0003229935,0.0000039861848,0.00033442664,0.0054946234,0.0005895035,0.027536878,0.9426279,0.00068398245],"about_ca_topic_score_codex":0.00070357684,"about_ca_topic_score_gemma":0.00027047735,"teacher_disagreement_score":0.18842253,"about_ca_system_score_codex":0.00003580319,"about_ca_system_score_gemma":0.000015413236,"threshold_uncertainty_score":0.7956135},"labels":[],"label_agreement":null},{"id":"W4247898702","doi":"10.1016/s1359-6128(11)70358-5","title":"GE evaporation technology to recycle oil sands water","year":2011,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Oil sands; Evaporation; Geology; Environmental science; Petroleum engineering; Hydrology (agriculture); Archaeology; Geotechnical engineering; Geography; Meteorology; Asphalt","score_opus":0.016831736526805384,"score_gpt":0.22219979287205024,"score_spread":0.20536805634524485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247898702","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":[0.9255011,0.000075397395,0.001090607,0.00041286336,0.000344464,0.00004924416,0.0000044955623,0.00067199033,0.071849816],"genre_scores_gemma":[0.99695694,0.000018064393,0.00037797715,0.00003863828,0.00015929675,0.000037374597,0.000011128411,0.000024045452,0.002376534],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926996,0.000006043082,0.00019266609,0.00015932728,0.00008639088,0.00028563777],"domain_scores_gemma":[0.99962443,0.0000053197127,0.000010823666,0.00025044265,0.000037298087,0.00007168057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010434667,0.00015003048,0.00017818608,0.00025925974,0.000056231027,0.000013914834,0.00014436078,0.0002826296,0.00040182838],"category_scores_gemma":[0.000021836622,0.00012412731,0.00003890746,0.00037195973,0.000018362642,0.000082120154,0.00006718086,0.00038301546,0.00020157619],"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":[0.0001260157,0.00048831425,0.32465014,0.0009231998,0.003726579,0.0004982163,0.013452302,0.15101804,0.10565401,0.005462447,0.07456983,0.31943092],"study_design_scores_gemma":[0.00087013846,0.00026374866,0.027176743,0.00015398028,0.00036710687,0.000052397885,0.0012861134,0.019298345,0.6364511,0.0009646885,0.31109807,0.0020175378],"about_ca_topic_score_codex":0.000034575773,"about_ca_topic_score_gemma":0.000033981734,"teacher_disagreement_score":0.5307971,"about_ca_system_score_codex":0.0000377573,"about_ca_system_score_gemma":0.0000042004763,"threshold_uncertainty_score":0.5061765},"labels":[],"label_agreement":null},{"id":"W4248368882","doi":"10.1016/s1359-6128(05)00627-0","title":"Jacobs studies clean power","year":2005,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Chemical Looping and Thermochemical Processes","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":"Power (physics); Environmental science; Physics; Thermodynamics","score_opus":0.022492945877852596,"score_gpt":0.26770076158443923,"score_spread":0.24520781570658662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248368882","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":[0.95492494,0.0018548821,0.000057224468,0.0005822485,0.00010670943,0.000034517892,0.0000054239117,0.00043655522,0.041997485],"genre_scores_gemma":[0.9986625,0.000065501066,0.00008283025,0.00016557726,0.00034166648,0.000006419055,0.0000050510644,0.00002178352,0.00064869225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927855,0.0000065853415,0.00019542588,0.00015713753,0.00012048874,0.00024183631],"domain_scores_gemma":[0.99960244,0.000051598927,0.000020470072,0.00017818461,0.000043413067,0.000103870225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006776915,0.00014715658,0.00019905771,0.000040327017,0.000045708653,0.000020921341,0.0001512345,0.00022799295,0.00033519347],"category_scores_gemma":[0.00009226846,0.0001331063,0.000065137494,0.0002512265,0.00005539635,0.000096657874,0.000034642693,0.00055219565,0.00016338483],"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":[0.000089287416,0.00074383855,0.0095872125,0.0015557434,0.006320877,0.0001219825,0.0039797407,0.09495141,0.44768333,0.0028513032,0.21676336,0.2153519],"study_design_scores_gemma":[0.0004418741,0.00002123525,0.0003439545,0.0001775527,0.00013559942,0.000018472054,0.0011078223,0.0047330526,0.92285186,0.0009035512,0.06853706,0.00072799396],"about_ca_topic_score_codex":0.0000027236458,"about_ca_topic_score_gemma":0.000003133929,"teacher_disagreement_score":0.4751685,"about_ca_system_score_codex":0.00006616936,"about_ca_system_score_gemma":0.000006318466,"threshold_uncertainty_score":0.5427917},"labels":[],"label_agreement":null},{"id":"W4248605305","doi":"10.1016/s1359-6128(21)00203-2","title":"Ingersoll Rand to acquire controls and IIoT specialist Maximus","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Business Process Modeling and Analysis","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":"Computer science","score_opus":0.0232349848464843,"score_gpt":0.24112732161783185,"score_spread":0.21789233677134756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248605305","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":[0.9564009,0.00061724766,0.002463255,0.017229645,0.00052291574,0.00017887006,0.000016277476,0.00018642616,0.022384472],"genre_scores_gemma":[0.9884618,0.000019789373,0.000071345494,0.0054467563,0.0026767373,0.000017160879,0.00006006721,0.000030269259,0.0032160538],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827975,0.00001776934,0.0003991088,0.00057384046,0.00033061084,0.0003989059],"domain_scores_gemma":[0.9989095,0.000035827878,0.0001831335,0.0003431467,0.0004667138,0.0000616798],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036772495,0.00027179634,0.0005204616,0.00032157847,0.0003757061,0.00093135587,0.00022343652,0.00028584932,0.00076361286],"category_scores_gemma":[0.00034644952,0.00026052212,0.000138773,0.0017154445,0.00006538039,0.00073406956,0.00022803443,0.0003800932,0.00014274348],"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":[0.0013470261,0.002260237,0.5637202,0.0027259267,0.005099713,0.0030592994,0.0011677345,0.033818424,0.031420555,0.035527732,0.07359248,0.24626063],"study_design_scores_gemma":[0.011371254,0.000044328524,0.05252742,0.0013605916,0.0064530335,0.000116414965,0.00738311,0.14745244,0.00352238,0.00949983,0.75512195,0.005147255],"about_ca_topic_score_codex":0.0005765608,"about_ca_topic_score_gemma":0.00025143378,"teacher_disagreement_score":0.68152946,"about_ca_system_score_codex":0.00002744944,"about_ca_system_score_gemma":0.0000549566,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W4248760538","doi":"10.1016/s1359-6128(05)70915-0","title":"GL&amp;V forms marketing alliance in India","year":2005,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","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":"Alliance; Business; Division (mathematics); White (mutation); Marketing; Production (economics); Engineering; Business administration; Pulp and paper industry; Political science; Economics; Chemistry; Mathematics; Law","score_opus":0.03306494683453562,"score_gpt":0.235920624288888,"score_spread":0.20285567745435237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248760538","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":[0.8179009,0.00039140697,0.000100737096,0.0012539501,0.00017192047,0.0001347357,0.000044887038,0.000027103662,0.17997436],"genre_scores_gemma":[0.9883521,0.00012517515,0.00090879726,0.0008263611,0.00030960486,0.00003111678,0.000030721603,0.000022251943,0.009393854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981876,0.000023126237,0.00083484995,0.00041446,0.000035626374,0.0005043326],"domain_scores_gemma":[0.99923444,0.000047723657,0.00033674334,0.00024610272,0.000014743539,0.0001202401],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00138876,0.0001768609,0.00041848863,0.00023009541,0.00013459496,0.000094058596,0.0002843256,0.00043879004,0.0021855724],"category_scores_gemma":[0.00014720121,0.000221231,0.000108810294,0.00041045275,0.000048135804,0.00036394197,0.000060382856,0.0007033124,0.0024347152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018348623,0.00008944904,0.95186883,0.000020172438,0.00009031105,0.000012741079,0.0010161034,0.00030001093,0.0000030184535,0.03769215,0.0019175974,0.0069712657],"study_design_scores_gemma":[0.00048808169,0.0000057646034,0.7269964,0.00003278954,0.0000039393453,0.0000047038197,0.00029335154,0.00043581694,0.000027388574,0.0029498502,0.2683472,0.00041470624],"about_ca_topic_score_codex":0.00010643973,"about_ca_topic_score_gemma":0.00018378049,"teacher_disagreement_score":0.2664296,"about_ca_system_score_codex":0.00050350593,"about_ca_system_score_gemma":0.00006157944,"threshold_uncertainty_score":0.99872655},"labels":[],"label_agreement":null},{"id":"W4249433125","doi":"10.1016/s1359-6128(00)90146-0","title":"Vlamet upgrades Canadian paper machine","year":2000,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Biomedical Ethics and Regulation","field":"Medicine","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":"Computer science","score_opus":0.017440407743362713,"score_gpt":0.2759039026927292,"score_spread":0.2584634949493665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249433125","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":[0.7239822,0.000579572,0.000011772853,0.16530521,0.00016013777,0.0002368518,0.000060427326,0.000084433224,0.10957937],"genre_scores_gemma":[0.970978,0.000060393122,0.000066177316,0.00455827,0.00035684623,0.000004213446,0.00015258521,0.000012718214,0.023810802],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990043,0.000035592137,0.00021088118,0.00020301361,0.00027014533,0.00027604884],"domain_scores_gemma":[0.99905396,0.000018385434,0.000028347973,0.0002466394,0.000046190657,0.00060648815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024254252,0.000113044676,0.00019691356,0.00014950047,0.00012872528,0.000021975691,0.00007476039,0.00071857916,0.01899647],"category_scores_gemma":[0.000025179392,0.000085235304,0.00008965366,0.00047117993,0.0002511391,0.000059056725,0.0000068850604,0.0009766945,0.00018856462],"study_design_candidate":"not_applicable","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":[0.0002110292,0.00064463133,0.18360789,0.00025882153,0.0013870904,0.001002667,0.0009773124,0.00030935276,0.005714963,0.009528271,0.040639564,0.7557184],"study_design_scores_gemma":[0.000994014,0.00011240601,0.23443857,0.0001266609,0.0003259987,0.00016233888,0.00011738378,0.0030907188,0.00062155706,0.0012777051,0.75844514,0.00028749317],"about_ca_topic_score_codex":0.053980652,"about_ca_topic_score_gemma":0.026566792,"teacher_disagreement_score":0.75543094,"about_ca_system_score_codex":0.000085712054,"about_ca_system_score_gemma":0.0002900426,"threshold_uncertainty_score":0.9911958},"labels":[],"label_agreement":null},{"id":"W4249611584","doi":"10.1016/s1359-6128(12)70094-0","title":"Trevali selects Veolia Water for Canadian mine effluent project","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Effluent; Environmental science; Water resource management; Mining engineering; Waste management; Environmental engineering; Geology; Engineering","score_opus":0.039745642741820665,"score_gpt":0.2474869470134909,"score_spread":0.20774130427167023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249611584","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":[0.9892664,0.0003300918,0.0000022229788,0.0020436957,0.0004889624,0.00034231608,0.00017855564,0.000028640032,0.007319092],"genre_scores_gemma":[0.99068797,0.0000051477423,0.00007691373,0.00045411696,0.0011728612,0.0000063293355,0.0005237122,0.000005560286,0.007067391],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843556,0.000052040312,0.00019685306,0.00026373257,0.00017300314,0.00087880355],"domain_scores_gemma":[0.9992346,0.000031887714,0.000037809503,0.00021488714,0.00006325025,0.00041757614],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043183452,0.00017187576,0.00019511342,0.00017527833,0.00025903445,0.000057644844,0.00019186713,0.00021206295,0.0024550452],"category_scores_gemma":[0.0000713353,0.00011452412,0.00006945816,0.00036217642,0.00003869018,0.00027007092,0.000008365291,0.00027383276,0.00039225395],"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":[0.000043942135,0.000045897013,0.95247924,0.000076567114,0.00012458867,0.000010009218,0.00065215613,0.00035671092,0.0003737081,0.000022180178,0.032844614,0.012970392],"study_design_scores_gemma":[0.00039610508,0.00015435129,0.3001099,0.000021881217,0.00017000288,0.000040319468,0.00023214586,0.0015619388,0.013069388,0.00004180248,0.68371767,0.0004844848],"about_ca_topic_score_codex":0.22290339,"about_ca_topic_score_gemma":0.18222058,"teacher_disagreement_score":0.6523693,"about_ca_system_score_codex":0.000019189489,"about_ca_system_score_gemma":0.00017736091,"threshold_uncertainty_score":0.99845684},"labels":[],"label_agreement":null},{"id":"W4249788746","doi":"10.1016/s1359-6128(03)00626-8","title":"The Gorman-Rupp Co, USA","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","score_opus":0.02945280453829628,"score_gpt":0.31485282777883866,"score_spread":0.28540002324054237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249788746","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":[0.82502574,0.000391855,0.000019895102,0.006955861,0.000167338,0.0001415722,0.00000834913,0.00002763554,0.16726173],"genre_scores_gemma":[0.9845038,0.000036727466,0.00002023739,0.0030326801,0.00020775961,0.00001039013,0.00001733286,0.000009560307,0.012161536],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991463,0.000058177287,0.00018329288,0.00014494019,0.00021858091,0.00024870934],"domain_scores_gemma":[0.9993342,0.000062417,0.00005119829,0.0003599831,0.00003513587,0.00015705606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002512081,0.00010653744,0.00014806632,0.000031512172,0.00025588766,0.000042889926,0.0000982785,0.000133738,0.0023130253],"category_scores_gemma":[0.00006502025,0.0000669992,0.00010701743,0.00020317223,0.00006756796,0.000063538646,0.000019370178,0.00064531126,0.000324549],"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":[0.0002014995,0.00047138598,0.7261207,0.00005081591,0.0008675829,0.0007727124,0.00021738675,0.000046680816,0.0022022568,0.010060481,0.2491847,0.0098038055],"study_design_scores_gemma":[0.00067955593,0.000105842955,0.02202127,0.000022803037,0.00023612681,0.00028202168,0.00065189163,0.00008397653,0.005377233,0.00006284571,0.9703398,0.00013668132],"about_ca_topic_score_codex":0.00015146124,"about_ca_topic_score_gemma":0.000028478777,"teacher_disagreement_score":0.72115505,"about_ca_system_score_codex":0.00005735969,"about_ca_system_score_gemma":0.000068450514,"threshold_uncertainty_score":0.998599},"labels":[],"label_agreement":null},{"id":"W4250209858","doi":"10.1016/s1359-6128(11)70275-0","title":"Foster Wheeler wins Gas-to-Liquids feasibility study","year":2011,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Engineering; Aeronautics; Operations research; Operations management; Mechanical engineering; Business; Finance","score_opus":0.08728445769011292,"score_gpt":0.28894969616046323,"score_spread":0.2016652384703503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250209858","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":[0.88151747,0.000020841864,0.00013412118,0.00020406123,0.0006073387,0.00048206878,0.0000144820115,0.00023267971,0.11678694],"genre_scores_gemma":[0.98472023,8.4124275e-7,0.00011055252,0.00046557863,0.0006805784,0.00013954395,0.0000169914,0.00007862475,0.0137870405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616337,0.00058678107,0.00085732527,0.0009796576,0.0006076406,0.00080520427],"domain_scores_gemma":[0.997192,0.000052289295,0.0001911771,0.0017521554,0.00021094279,0.0006013865],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010550091,0.00046356197,0.0006781366,0.0003262438,0.000214971,0.00009049672,0.0008096214,0.0007263806,0.0039058775],"category_scores_gemma":[0.00019022891,0.00041459638,0.0002320912,0.0011335438,0.000082862694,0.00031200473,0.00031109576,0.0010775048,0.00095241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030219535,0.0030141457,0.96624756,0.00004627813,0.0012890253,0.0004762658,0.0058425292,0.00874575,0.0031187793,0.0007121656,0.007354284,0.002850997],"study_design_scores_gemma":[0.008225523,0.0039867307,0.6844291,0.00041383915,0.001849467,0.00026700724,0.032574743,0.0025965208,0.09812593,0.0011204607,0.16066478,0.0057458845],"about_ca_topic_score_codex":0.01785306,"about_ca_topic_score_gemma":0.011022118,"teacher_disagreement_score":0.28181848,"about_ca_system_score_codex":0.00028340972,"about_ca_system_score_gemma":0.00012724081,"threshold_uncertainty_score":0.9998306},"labels":[],"label_agreement":null},{"id":"W4250418523","doi":"10.1016/s1359-6128(17)30310-5","title":"Alfa Laval AB, Sweden","year":2017,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","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":"Psychology","score_opus":0.048328379335539254,"score_gpt":0.3126739985666949,"score_spread":0.2643456192311557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250418523","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":[0.9619722,0.000016190026,0.00007800637,0.0011312715,0.0011885946,0.00007413403,0.000016251633,0.0000628055,0.035460573],"genre_scores_gemma":[0.99161047,0.0000093446415,0.00020384713,0.00015727543,0.00051113224,0.000010389976,0.0000037538664,0.000008269663,0.007485542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985152,0.00007623138,0.0002477422,0.00040464543,0.0003456629,0.00041055068],"domain_scores_gemma":[0.99852914,0.00002289429,0.0002569287,0.00092155504,0.000057006873,0.00021248034],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010063847,0.00014958609,0.00023331212,0.000043359876,0.0009680029,0.0006726698,0.0012198378,0.00026985846,0.0076641133],"category_scores_gemma":[0.00032105428,0.00012071749,0.000071170085,0.00007650756,0.00031796555,0.0006688776,0.00029505693,0.00024914235,0.0017517332],"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":[0.000024056868,0.00005357032,0.005728216,0.000013343044,0.000017025459,0.00006599667,0.00008316993,0.000063861204,0.987562,0.0026756476,0.002619175,0.0010939665],"study_design_scores_gemma":[0.0004483165,0.00005885817,0.06626717,0.00005399925,0.000086205226,0.00004209249,0.00014100171,0.00026788955,0.86697567,0.0015367651,0.063579045,0.000543017],"about_ca_topic_score_codex":0.0013156781,"about_ca_topic_score_gemma":0.00014834777,"teacher_disagreement_score":0.12058633,"about_ca_system_score_codex":0.000025206064,"about_ca_system_score_gemma":0.00007751513,"threshold_uncertainty_score":0.9990255},"labels":[],"label_agreement":null},{"id":"W4250515304","doi":"10.1016/s1359-6128(17)30435-4","title":"Alfa Laval AB, Sweden","year":2017,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","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":"Medicine","score_opus":0.048328379335539254,"score_gpt":0.3126739985666949,"score_spread":0.2643456192311557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250515304","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":[0.9619722,0.000016190026,0.00007800637,0.0011312715,0.0011885946,0.00007413403,0.000016251633,0.0000628055,0.035460573],"genre_scores_gemma":[0.99161047,0.0000093446415,0.00020384713,0.00015727543,0.00051113224,0.000010389976,0.0000037538664,0.000008269663,0.007485542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985152,0.00007623138,0.0002477422,0.00040464543,0.0003456629,0.00041055068],"domain_scores_gemma":[0.99852914,0.00002289429,0.0002569287,0.00092155504,0.000057006873,0.00021248034],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010063847,0.00014958609,0.00023331212,0.000043359876,0.0009680029,0.0006726698,0.0012198378,0.00026985846,0.0076641133],"category_scores_gemma":[0.00032105428,0.00012071749,0.000071170085,0.00007650756,0.00031796555,0.0006688776,0.00029505693,0.00024914235,0.0017517332],"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":[0.000024056868,0.00005357032,0.005728216,0.000013343044,0.000017025459,0.00006599667,0.00008316993,0.000063861204,0.987562,0.0026756476,0.002619175,0.0010939665],"study_design_scores_gemma":[0.0004483165,0.00005885817,0.06626717,0.00005399925,0.000086205226,0.00004209249,0.00014100171,0.00026788955,0.86697567,0.0015367651,0.063579045,0.000543017],"about_ca_topic_score_codex":0.0013156781,"about_ca_topic_score_gemma":0.00014834777,"teacher_disagreement_score":0.12058633,"about_ca_system_score_codex":0.000025206064,"about_ca_system_score_gemma":0.00007751513,"threshold_uncertainty_score":0.9990255},"labels":[],"label_agreement":null},{"id":"W4250709740","doi":"10.1016/s1359-6128(12)70010-1","title":"SNC-Lavalin secures SAGD oil sands project in Alberta","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Oil and Gas Production Techniques","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":"Oil sands; Procurement; Petroleum engineering; Geology; Engineering geology; Engineering; Mining engineering; Archaeology; Asphalt; Business; Geography; Paleontology","score_opus":0.01733610874657215,"score_gpt":0.26029205760387414,"score_spread":0.24295594885730198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250709740","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":[0.9437872,0.0006913586,0.000023979053,0.0005697904,0.0004449868,0.00008013152,0.000009727074,0.00046100642,0.0539318],"genre_scores_gemma":[0.9956767,0.0001000347,0.0001563778,0.000053272106,0.00063563505,0.000047164925,0.000019092662,0.000028104569,0.0032835952],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989796,0.000043121967,0.000270272,0.00017354847,0.00013970662,0.0003937279],"domain_scores_gemma":[0.9995569,0.000027822018,0.00003387539,0.0002711417,0.0000216554,0.0000886284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003163157,0.00017817879,0.00021063055,0.00025263862,0.000040648585,0.000029446517,0.00014429206,0.0003663234,0.00020674769],"category_scores_gemma":[0.000060621565,0.00016834027,0.000064122556,0.0005888808,0.000029428715,0.0002953517,0.000030135048,0.00070730736,0.00004926756],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005976913,0.00073585636,0.64331496,0.0007721296,0.0006371769,0.00003433109,0.006779644,0.0064145587,0.00889363,0.00090230646,0.13255939,0.19889624],"study_design_scores_gemma":[0.0010132204,0.00009116911,0.03679118,0.0003270058,0.00021979852,0.00011705578,0.0012746109,0.0031867083,0.580727,0.0004611062,0.37393156,0.0018596376],"about_ca_topic_score_codex":0.0012802334,"about_ca_topic_score_gemma":0.00031706673,"teacher_disagreement_score":0.6065238,"about_ca_system_score_codex":0.000070888214,"about_ca_system_score_gemma":0.000018703027,"threshold_uncertainty_score":0.6864717},"labels":[],"label_agreement":null},{"id":"W4250915842","doi":"10.1016/s1359-6128(03)00936-4","title":"Pumps lift DXP’S Q2 revenues","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Revenue; Quarter (Canadian coin); Lift (data mining); Business; Advertising; Finance; Operations management; Environmental science; Engineering; History; Computer science; Archaeology","score_opus":0.025908742088142978,"score_gpt":0.29217441235191854,"score_spread":0.26626567026377557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250915842","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":[0.9497106,0.00057911954,0.00002601462,0.005487169,0.00019430096,0.00014396172,0.000018766155,0.000056257624,0.04378382],"genre_scores_gemma":[0.9890679,0.000031478332,0.00012014066,0.003838291,0.00037738818,0.000012842969,0.000039454106,0.00001823323,0.0064942506],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989562,0.00007013402,0.00023276737,0.00023502033,0.00023407902,0.00027179965],"domain_scores_gemma":[0.9992282,0.000030742212,0.00006771552,0.00039438804,0.000047028778,0.00023193256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002109963,0.00014555223,0.00026160333,0.00008298347,0.000098998564,0.000027961774,0.000085016225,0.00021720078,0.0019896587],"category_scores_gemma":[0.00012523725,0.00012623305,0.00014606911,0.00033469725,0.00004350412,0.000093295115,0.00002749324,0.0007235336,0.0001754589],"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":[0.00022239017,0.001155547,0.8317471,0.00021816455,0.0010727947,0.0024108235,0.00045795116,0.000068729045,0.009167335,0.0042633233,0.1409734,0.0082423985],"study_design_scores_gemma":[0.0016551479,0.00028129475,0.04104629,0.00020689766,0.0007685409,0.0006822222,0.00073920045,0.00008419756,0.01669788,0.00027368398,0.9371433,0.0004213321],"about_ca_topic_score_codex":0.0002522268,"about_ca_topic_score_gemma":0.000016457498,"teacher_disagreement_score":0.7961699,"about_ca_system_score_codex":0.00007008515,"about_ca_system_score_gemma":0.00008138901,"threshold_uncertainty_score":0.99892265},"labels":[],"label_agreement":null},{"id":"W4251015925","doi":"10.1016/s1359-6128(21)00126-9","title":"Alfa Laval AB, Sweden","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Combinatorics; Multipartite; Mathematics; Bipartite graph; Monochromatic color; Conjecture; Graph; Edge coloring; Complete graph; Complete coloring; Integer (computer science); Discrete mathematics; Graph power; Line graph; Physics; Computer science","score_opus":0.0531525432252837,"score_gpt":0.32758833423934614,"score_spread":0.27443579101406246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251015925","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":[0.924863,0.000234514,0.00018297497,0.0009915065,0.0004741768,0.00007987554,0.000031668114,0.00011432592,0.07302799],"genre_scores_gemma":[0.98682445,0.000025405276,0.0010350686,0.00037332342,0.0005410956,0.0000070529672,0.000016511452,0.00002723172,0.01114985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99860096,0.00014329942,0.00032457119,0.0003138933,0.0003008188,0.00031644115],"domain_scores_gemma":[0.9987838,0.00021395792,0.00011187212,0.0006229296,0.00012536354,0.00014202436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033582817,0.0001856857,0.00031107542,0.00007720804,0.00027295927,0.000065141365,0.00027520262,0.00046101236,0.0021756412],"category_scores_gemma":[0.0004837578,0.0001578742,0.00019856644,0.00041364125,0.00008748834,0.000094547046,0.00019295732,0.00080808374,0.000032056523],"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":[0.00004145597,0.00034237624,0.03881152,0.00019030913,0.0012877163,0.00091660913,0.0016677944,0.00006857926,0.0033042282,0.88601387,0.060826935,0.0065285848],"study_design_scores_gemma":[0.00091770035,0.00004581187,0.008430066,0.00012129742,0.000620417,0.0003445137,0.0024275344,0.00028422632,0.041431308,0.87733674,0.06718292,0.0008574831],"about_ca_topic_score_codex":0.000020512693,"about_ca_topic_score_gemma":0.000031415293,"teacher_disagreement_score":0.06196149,"about_ca_system_score_codex":0.000031181306,"about_ca_system_score_gemma":0.00007804392,"threshold_uncertainty_score":0.9987365},"labels":[],"label_agreement":null},{"id":"W4251099644","doi":"10.1016/s1359-6128(15)70017-0","title":"BluMetric to provide water treatment plant for Ontario mine","year":2015,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Mining Techniques and Economics","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":"Environmental science; Mining engineering; Water resource management; Geology","score_opus":0.06800405162982293,"score_gpt":0.2446029518406524,"score_spread":0.17659890021082947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251099644","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":[0.995119,0.00001574587,0.0010956483,0.0002697154,0.0001529245,0.0002881174,0.000045317847,0.00017468465,0.002838892],"genre_scores_gemma":[0.9903376,0.000003892593,0.0034333789,0.00009072067,0.00022496354,0.00019201919,0.0001244366,0.000030046445,0.0055629313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932826,0.000003959477,0.00019406666,0.00015606689,0.000046902765,0.00027073457],"domain_scores_gemma":[0.99954253,0.000012207161,0.000014935061,0.00020996001,0.000019783509,0.00020060461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001340081,0.00013845143,0.00019960226,0.00016158304,0.000026512604,0.00003742232,0.00010791502,0.00018181992,0.00009419622],"category_scores_gemma":[0.000011657131,0.0001068496,0.000059582042,0.000096389296,0.000005045575,0.000079812926,0.000022413746,0.00012767104,0.00006370817],"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":[0.00042449392,0.0006429791,0.107783355,0.00021601745,0.002319215,0.00015231528,0.012809502,0.46648216,0.00544075,0.0006975428,0.36280653,0.04022512],"study_design_scores_gemma":[0.0006721701,0.00048460002,0.00028450455,0.000022227468,0.00012963422,0.000019517187,0.0001664252,0.028121995,0.06905335,0.00016587107,0.9004647,0.0004149998],"about_ca_topic_score_codex":0.003997857,"about_ca_topic_score_gemma":0.007023115,"teacher_disagreement_score":0.53765815,"about_ca_system_score_codex":0.00063616043,"about_ca_system_score_gemma":0.000036628517,"threshold_uncertainty_score":0.60435903},"labels":[],"label_agreement":null},{"id":"W4251156869","doi":"10.1016/s1359-6128(09)70088-6","title":"Willbros secures oil sands projects","year":2009,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Oil sands; Petroleum engineering; Business; Geology; Mining engineering; Geography; Archaeology; Asphalt","score_opus":0.009595077781729596,"score_gpt":0.2156937245941877,"score_spread":0.2060986468124581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251156869","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":[0.8281499,0.0010825369,0.00033112045,0.00061062764,0.00048431594,0.000084659434,0.0000140951,0.0012699332,0.16797277],"genre_scores_gemma":[0.9967331,0.000103000995,0.00011076709,0.00010294153,0.00047193616,0.000011475214,0.000012402344,0.000019531431,0.0024348246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991323,0.00000868762,0.0001982976,0.00017248203,0.00015824256,0.00032998677],"domain_scores_gemma":[0.9996053,0.000024598126,0.000019243502,0.0002321653,0.000029181041,0.000089487905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008414882,0.0002124174,0.00023708826,0.0001330642,0.000072063434,0.00004223758,0.00015050333,0.00023372272,0.00010507275],"category_scores_gemma":[0.00004715559,0.00019697195,0.00007886865,0.00040602504,0.000018535242,0.000107134525,0.000023113003,0.0005703038,0.000027202008],"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":[0.000053530934,0.00037474433,0.08240203,0.0008744517,0.0022297255,0.00050468347,0.0033853846,0.34793487,0.010533586,0.003941478,0.26548904,0.28227648],"study_design_scores_gemma":[0.0024976172,0.0005032709,0.23268557,0.00057789567,0.0007583965,0.00015798275,0.0014702142,0.12555988,0.037753258,0.0005475039,0.5932177,0.0042707184],"about_ca_topic_score_codex":0.000013972336,"about_ca_topic_score_gemma":0.000011438108,"teacher_disagreement_score":0.32772866,"about_ca_system_score_codex":0.000040850802,"about_ca_system_score_gemma":0.000012161849,"threshold_uncertainty_score":0.80322826},"labels":[],"label_agreement":null},{"id":"W4251269256","doi":"10.1016/s1359-6128(14)70101-6","title":"GLV Inc, Canada","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Oil refinery; Refinery; General partnership; Asphalt; Carbon footprint; Carbon capture and storage (timeline); Environmental science; Fossil fuel; Petroleum; Waste management; Greenhouse gas; Engineering; Business; Climate change; Geography; Geology","score_opus":0.008683983671317693,"score_gpt":0.21655897602378726,"score_spread":0.20787499235246956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251269256","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":[0.785734,0.00007660961,0.00007773397,0.001050953,0.000052427346,0.0000021847231,0.000025395368,0.000085694584,0.21289499],"genre_scores_gemma":[0.95719445,0.0000029814564,0.000028075814,0.00043316197,0.00047437326,0.000005411027,0.00006575911,0.00001658667,0.04177918],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865645,0.000026349131,0.00027930576,0.0003274035,0.00035734588,0.00035311937],"domain_scores_gemma":[0.99907464,0.000056247805,0.00014153415,0.00042884224,0.000075951815,0.00022278388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017737188,0.00018533871,0.0002855681,0.000060772392,0.00020904977,0.00006939576,0.00034719586,0.00031163503,0.0025101167],"category_scores_gemma":[0.000165322,0.00017368943,0.00008545127,0.0003448823,0.00004556125,0.00007747642,0.0000526824,0.0007483171,0.00003879516],"study_design_candidate":"not_applicable","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":[0.00005994988,0.0004221868,0.62579334,0.0006452746,0.00214346,0.00023294592,0.0001979029,0.0054185353,0.1164737,0.0006963879,0.06556169,0.18235466],"study_design_scores_gemma":[0.0007648095,0.00001285077,0.0024478321,0.00015184011,0.0006157941,0.00003501357,0.0007776931,0.023912512,0.06144849,0.00012934692,0.90871066,0.0009931718],"about_ca_topic_score_codex":0.28879052,"about_ca_topic_score_gemma":0.18058372,"teacher_disagreement_score":0.84314895,"about_ca_system_score_codex":0.00014760274,"about_ca_system_score_gemma":0.00032111333,"threshold_uncertainty_score":0.9984017},"labels":[],"label_agreement":null},{"id":"W4251675844","doi":"10.1016/s1359-6128(16)70026-7","title":"Mergers &amp; Acquisitions Review 2015","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mergers and acquisitions; Business; Finance; Accounting; History; Archaeology","score_opus":0.07295756874059357,"score_gpt":0.29855074859887576,"score_spread":0.2255931798582822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251675844","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":[0.027640954,0.10909879,0.011261588,0.090514675,0.0016590585,0.00066818885,0.0019048044,0.00036493843,0.756887],"genre_scores_gemma":[0.91441774,0.027224889,0.0005254337,0.0023626108,0.00043735484,0.000084971645,0.000022178003,0.00004082016,0.05488401],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987223,0.000021743946,0.00045914087,0.0004431157,0.000056706736,0.00029699795],"domain_scores_gemma":[0.9989963,0.00005313081,0.00026196192,0.00051122374,0.000069499474,0.00010784195],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047043242,0.00016269705,0.00047919588,0.0001738633,0.00015205612,0.000026380063,0.0002736933,0.00016311137,0.009055931],"category_scores_gemma":[0.00037154957,0.00014052985,0.00019312803,0.00039592606,0.0001499579,0.0002733284,0.00011940614,0.0002237952,0.0071869898],"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":[0.0000142098315,0.00027537637,0.121179365,0.00021104187,0.001463526,0.000019252175,0.00042580618,0.000055657867,0.00010488952,0.18732397,0.6864022,0.002524685],"study_design_scores_gemma":[0.00046296688,0.000021095699,0.01057223,0.0006043085,0.00010996096,0.0000057171237,0.0002070766,0.000021124872,0.00004023452,0.017384266,0.96999353,0.00057750545],"about_ca_topic_score_codex":0.00007661868,"about_ca_topic_score_gemma":0.000014826375,"teacher_disagreement_score":0.8867768,"about_ca_system_score_codex":0.00019068179,"about_ca_system_score_gemma":0.000015074943,"threshold_uncertainty_score":0.993586},"labels":[],"label_agreement":null},{"id":"W4252028054","doi":"10.1016/s1359-6128(05)70908-3","title":"SPX Corp, USA","year":2005,"lang":"ar","type":"article","venue":"Pump Industry Analyst","topic":"ICT Impact and Policies","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":"Revenue; Quarter (Canadian coin); Restructuring; Earnings; Semiconductor industry; Stock (firearms); Semiconductor; Total revenue; Business; Agricultural economics; Engineering physics; Telecommunications; Engineering; Economics; Finance; Electrical engineering; Geography; Manufacturing engineering; Archaeology; Mechanical engineering","score_opus":0.023623643081098454,"score_gpt":0.2673634212405405,"score_spread":0.24373977815944206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252028054","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":[0.8635381,0.0008026692,0.00005531758,0.0024025235,0.0006041532,0.00010451359,0.00010234464,0.00015780983,0.13223258],"genre_scores_gemma":[0.95771277,0.00013622045,0.000049396032,0.00054832926,0.0035633727,0.000005657509,0.000026272404,0.000059573187,0.03789843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813426,0.000058126403,0.00048830546,0.00015407156,0.00030201545,0.000863217],"domain_scores_gemma":[0.99882245,0.000071072536,0.00010131896,0.0005445231,0.00005399688,0.0004066308],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024432482,0.00041857944,0.0004492625,0.00024400125,0.00019256872,0.00017412953,0.00037477067,0.0009753326,0.010117303],"category_scores_gemma":[0.00006305785,0.00043623347,0.00022562617,0.0006058098,0.00009635801,0.00035358092,0.00007281154,0.0016491775,0.011341913],"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":[0.000078067555,0.00064215634,0.22954059,0.0005515671,0.003359921,0.0001322939,0.023357563,0.38655236,0.009448515,0.005077874,0.2898906,0.051368494],"study_design_scores_gemma":[0.00082127383,0.00009787163,0.04234711,0.00024400796,0.0006899494,0.00010787803,0.0022556295,0.02894964,0.022542067,0.000048134847,0.90050995,0.0013864709],"about_ca_topic_score_codex":0.0006263081,"about_ca_topic_score_gemma":0.00016279308,"teacher_disagreement_score":0.61061937,"about_ca_system_score_codex":0.00022267274,"about_ca_system_score_gemma":0.000079440346,"threshold_uncertainty_score":0.99980897},"labels":[],"label_agreement":null},{"id":"W4252077834","doi":"10.1016/s1359-6128(19)30153-3","title":"Alfa Laval issues corporate bonds","year":2019,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal case studies and regulations","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":"Bond; Business; Finance","score_opus":0.0421987432808078,"score_gpt":0.3199739642022559,"score_spread":0.2777752209214481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252077834","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":[0.72857785,0.00026406857,0.000003873544,0.014410377,0.0003949349,0.00014413123,0.00001555292,0.000073304,0.25611588],"genre_scores_gemma":[0.88461787,0.00005439963,0.000025428579,0.00016037472,0.00064753735,0.000004404923,0.000010048252,0.0000063984958,0.114473544],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895495,0.0000970286,0.00015835084,0.00019535536,0.00031252927,0.00028179024],"domain_scores_gemma":[0.9994346,0.000035580906,0.00012112134,0.00018405273,0.00010783224,0.00011679939],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038317972,0.00009185051,0.00017015783,0.000056848294,0.00054973434,0.000087328,0.00015668629,0.0002561788,0.0018918829],"category_scores_gemma":[0.00005434735,0.000078051155,0.000073756906,0.00055207545,0.00019458012,0.00018798951,0.0000506007,0.00031945363,0.00043324006],"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":[0.000028150756,0.0001876857,0.67781234,0.000030882817,0.00046707795,0.00007268532,0.014208793,0.0010538518,0.00070574065,0.17915092,0.1230195,0.003262377],"study_design_scores_gemma":[0.00020869044,0.00003889231,0.023966784,0.000020084772,0.00006872114,0.0000017529674,0.010462692,0.000187778,0.00015210442,0.001483151,0.96316636,0.00024300092],"about_ca_topic_score_codex":0.0051553138,"about_ca_topic_score_gemma":0.0017869899,"teacher_disagreement_score":0.84014684,"about_ca_system_score_codex":0.00005345385,"about_ca_system_score_gemma":0.00012365945,"threshold_uncertainty_score":0.9990205},"labels":[],"label_agreement":null},{"id":"W4252119517","doi":"10.1016/s1359-6128(04)00098-9","title":"Canada's Armstrong makes major UK purchase","year":2004,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","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":"History; Geography; Advertising; Business","score_opus":0.030624693968327215,"score_gpt":0.22956219237774564,"score_spread":0.19893749840941843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252119517","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":[0.7725781,0.002167439,0.002094774,0.009157998,0.00081450626,0.00025611432,0.0010949812,0.000079008314,0.21175708],"genre_scores_gemma":[0.9952633,0.000036881134,0.00026372488,0.00044535307,0.00023509117,0.000020242607,0.000014254739,0.000020390453,0.0037008133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985527,0.000008025555,0.00042359927,0.0004995784,0.000083287116,0.00043281668],"domain_scores_gemma":[0.99916685,0.000019897538,0.00022994001,0.00039466657,0.000045430672,0.00014321133],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021051502,0.00020936724,0.00041206338,0.00018134448,0.00023162104,0.00007364264,0.000321756,0.00018692741,0.0010361761],"category_scores_gemma":[0.0001420571,0.00024769214,0.00011247025,0.0003512169,0.00012430239,0.00013440227,0.0001280331,0.00053272216,0.00027290438],"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":[0.00005383961,0.00040257158,0.47740892,0.000059552312,0.0020444281,0.000579449,0.0013607884,0.017327698,0.000042095817,0.4879772,0.011830757,0.00091269065],"study_design_scores_gemma":[0.009063894,0.00027479694,0.387098,0.00020468312,0.00040244902,0.00013121509,0.02175417,0.0015964346,0.002660685,0.19026294,0.38196468,0.00458601],"about_ca_topic_score_codex":0.46514288,"about_ca_topic_score_gemma":0.16859446,"teacher_disagreement_score":0.37013394,"about_ca_system_score_codex":0.0008102173,"about_ca_system_score_gemma":0.00017879598,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W4252130897","doi":"10.1016/s1359-6128(10)70159-2","title":"CBM Pumps &amp; Service signs marketing deal with Chinese motor and seal manufacturer","year":2010,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Service (business); China; Seal (emblem); Product (mathematics); Commerce; Engineering; Marketing; Law; Geography","score_opus":0.012778744558743657,"score_gpt":0.2664104101263736,"score_spread":0.25363166556762995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252130897","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":[0.9862617,0.00003754353,0.000015010578,0.01029864,0.000069479815,0.00021064993,0.00003330188,0.000056218116,0.0030174246],"genre_scores_gemma":[0.9926791,0.0000045263955,0.00072007725,0.0043783193,0.00071600586,0.00001583574,0.000105391184,0.000029769308,0.0013509323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875057,0.000057959634,0.0002169773,0.0003502129,0.00029667132,0.00032762004],"domain_scores_gemma":[0.9989737,0.00010334411,0.00009163478,0.0003727445,0.00008252395,0.00037601206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033483718,0.00024846086,0.0003127977,0.000093838586,0.00016581152,0.00006860171,0.000114203984,0.00030331186,0.0014557764],"category_scores_gemma":[0.000037240385,0.00016885584,0.00006679734,0.00029137873,0.00005866925,0.00015344568,0.000094895724,0.0016013908,0.00003279386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010951954,0.00019660532,0.95534074,0.00019526042,0.00036733545,0.00033232282,0.00023442914,0.000019949046,0.039069194,0.0000124786475,0.0013871338,0.0017493755],"study_design_scores_gemma":[0.0023361598,0.00023388551,0.9545669,0.0001254345,0.00064761884,0.0013983996,0.00040998394,0.00045974838,0.0014990141,0.000016520387,0.037810177,0.00049616577],"about_ca_topic_score_codex":0.0010707557,"about_ca_topic_score_gemma":0.002037377,"teacher_disagreement_score":0.03757018,"about_ca_system_score_codex":0.000029673074,"about_ca_system_score_gemma":0.000067636196,"threshold_uncertainty_score":0.999457},"labels":[],"label_agreement":null},{"id":"W4252291953","doi":"10.1016/s1359-6128(15)30234-2","title":"Fibracast breaks ground on new Canadian manufacturing plant","year":2015,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Water and Wastewater Treatment","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":"Reuse; Ceremony; Engineering; Manufacturing engineering; Archaeology; Waste management; History","score_opus":0.034214154863544385,"score_gpt":0.21144521694631643,"score_spread":0.17723106208277206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252291953","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":[0.9794701,0.000045122095,0.00004398556,0.000443224,0.00036683743,0.00009331056,0.00007531932,0.00015840576,0.019303724],"genre_scores_gemma":[0.9967833,0.000002280685,0.000044629116,0.00009908211,0.0004374388,0.000006126931,0.00010657908,0.000030651565,0.002489924],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990155,0.000015873828,0.00017469503,0.00019426148,0.0001654114,0.00043425278],"domain_scores_gemma":[0.9988307,0.000010168235,0.000016508182,0.0002661414,0.000009669898,0.000866847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000670472,0.0002180104,0.00018313057,0.00019580012,0.00006190508,0.00009901496,0.00015846983,0.00025017647,0.0001341675],"category_scores_gemma":[0.0000032235957,0.00018965757,0.00005293133,0.000101296966,0.000009016267,0.00014017544,0.000018097247,0.00042064794,0.00037671725],"study_design_candidate":"simulation_or_modeling","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":[0.00011898628,0.00019550453,0.040544044,0.00015410662,0.0024241263,0.0038186733,0.0061740926,0.72320354,0.0009077863,0.00035595289,0.18243079,0.039672375],"study_design_scores_gemma":[0.0048808893,0.0005447118,0.06549706,0.00050023163,0.0006152986,0.0008056938,0.0027145983,0.018160926,0.5519481,0.0009575788,0.3502273,0.0031476503],"about_ca_topic_score_codex":0.082867175,"about_ca_topic_score_gemma":0.023874354,"teacher_disagreement_score":0.70504266,"about_ca_system_score_codex":0.00037792878,"about_ca_system_score_gemma":0.00009160896,"threshold_uncertainty_score":0.9939374},"labels":[],"label_agreement":null},{"id":"W4252306589","doi":"10.1016/s1359-6128(08)70002-8","title":"Air Liquide plans European expansion","year":2008,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Nuclear and radioactivity studies","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":"Pipeline (software); Quarter (Canadian coin); Air separation; Production (economics); Unit (ring theory); Environmental science; Engineering; Business; Mechanical engineering; Oxygen; Economics; Chemistry; Geography","score_opus":0.021518576967367992,"score_gpt":0.21292068687617077,"score_spread":0.19140210990880277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252306589","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":[0.9294457,0.000099709534,0.00016302323,0.00020622295,0.0001921246,0.000037569058,0.000012473203,0.00036367614,0.069479525],"genre_scores_gemma":[0.9980904,0.00010288563,0.000045439177,0.00008507855,0.0003351861,0.0000019002946,0.000006339118,0.000033344484,0.001299458],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99934065,0.00003703963,0.00014311064,0.00013962586,0.00012320995,0.00021634111],"domain_scores_gemma":[0.99965775,0.00002245404,0.000017716686,0.00019893849,0.00001590771,0.000087215114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008831198,0.00013459213,0.00016515033,0.00007889859,0.00018209229,0.000007963064,0.00011511964,0.00011629212,0.000077277706],"category_scores_gemma":[0.000016688278,0.00012407858,0.000070648835,0.00019763705,0.00005208598,0.00011291014,0.00003492426,0.0004995204,0.00025794806],"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":[0.00009624164,0.00051987154,0.17101519,0.0002912366,0.0029097865,0.003913419,0.011399651,0.2696421,0.069547966,0.00021788539,0.44977546,0.02067118],"study_design_scores_gemma":[0.0012339596,0.00016895254,0.6033006,0.00017480174,0.00026719732,0.0006895411,0.002439142,0.01748205,0.03206073,0.000028564335,0.34045315,0.0017013409],"about_ca_topic_score_codex":0.000024117007,"about_ca_topic_score_gemma":0.000014615075,"teacher_disagreement_score":0.43228537,"about_ca_system_score_codex":0.000036070564,"about_ca_system_score_gemma":0.0000067767346,"threshold_uncertainty_score":0.50597775},"labels":[],"label_agreement":null},{"id":"W4252379586","doi":"10.1016/s1359-6128(20)30133-6","title":"Alfa Laval joins 1.5°C Business Playbook","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"COVID-19 impact on air quality","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":"Joins; Business; Computer science; Programming language","score_opus":0.05130681741858052,"score_gpt":0.2903799540109284,"score_spread":0.2390731365923479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252379586","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":[0.9319926,0.000015749698,0.00083673984,0.041702032,0.00012732588,0.00022144582,0.00005942338,0.00020450042,0.024840185],"genre_scores_gemma":[0.9846809,0.0000052561977,0.000101618636,0.013364192,0.00027567247,0.0000085557485,0.000018414588,0.000021599948,0.0015237967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980459,0.00012911725,0.0003460193,0.00050277764,0.00054705294,0.00042911214],"domain_scores_gemma":[0.9988367,0.000079393736,0.00013887987,0.0004070508,0.00001573141,0.0005222437],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033399477,0.00022861084,0.00027929535,0.00003496317,0.00016092157,0.00007223611,0.00047405655,0.00031113025,0.014628803],"category_scores_gemma":[0.0005262312,0.00021702642,0.0001051466,0.0011430696,0.00019796904,0.00035795997,0.0003567737,0.0007149853,0.0030033372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008643685,0.00025837193,0.85142976,0.0000588263,0.00011375227,0.00015746772,0.0012279145,0.012005989,0.019772097,0.00009560751,0.109452516,0.0053412393],"study_design_scores_gemma":[0.0006018083,0.00006296351,0.70390123,0.000018037616,0.000095987976,0.000013044419,0.00025743642,0.004825867,0.006026315,0.00011728159,0.28349254,0.0005875125],"about_ca_topic_score_codex":0.0015797187,"about_ca_topic_score_gemma":0.00015722799,"teacher_disagreement_score":0.17404002,"about_ca_system_score_codex":0.00025113567,"about_ca_system_score_gemma":0.00008027815,"threshold_uncertainty_score":0.99777293},"labels":[],"label_agreement":null},{"id":"W4252797397","doi":"10.1016/s1359-6128(12)70221-5","title":"Jacobs secures Shell Canada Energy mechanical maintenance contract","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Shell (structure); Engineering; Refinery; Archaeology; Civil engineering; Geography; Waste management","score_opus":0.0064512692405854525,"score_gpt":0.18478827180233517,"score_spread":0.17833700256174972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252797397","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":[0.81819576,0.007748629,0.015028287,0.0018375245,0.007772093,0.00034294,0.00021250933,0.0016343731,0.14722785],"genre_scores_gemma":[0.9976534,0.000074460346,0.00006146749,0.00019033239,0.00072771875,0.000017554627,0.000014382109,0.00003168794,0.0012289869],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880624,0.000016275702,0.00024475672,0.00014210038,0.0002016191,0.00058902847],"domain_scores_gemma":[0.9994191,0.00006692676,0.000027559778,0.00022798782,0.00003495523,0.00022347967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001243581,0.00022884097,0.00028510357,0.00005250045,0.00006325241,0.0000193896,0.00017136254,0.00022008867,0.00030603574],"category_scores_gemma":[0.00005719852,0.00021087693,0.00006875978,0.0002171692,0.000017053882,0.00011607036,0.00005015143,0.0005488914,0.000008739975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000452358,0.00025322815,0.09723232,0.0004097332,0.0038194065,0.0003873758,0.00046394634,0.16631743,0.004779797,0.04402768,0.6587325,0.023531396],"study_design_scores_gemma":[0.00045515274,0.000024034367,0.02811021,0.00006966903,0.00020738285,0.000054843258,0.0002815584,0.055244233,0.013464932,0.000069773174,0.9009826,0.0010356203],"about_ca_topic_score_codex":0.07534852,"about_ca_topic_score_gemma":0.11029677,"teacher_disagreement_score":0.24225014,"about_ca_system_score_codex":0.00015531361,"about_ca_system_score_gemma":0.000045029363,"threshold_uncertainty_score":0.9308088},"labels":[],"label_agreement":null},{"id":"W4253178601","doi":"10.1016/s1359-6128(12)70004-6","title":"H2O Innovation awarded C$4.7mn water treatment contracts in US, Canada","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Public-Private Partnership Projects","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":"Filtration (mathematics); Business; Mathematics","score_opus":0.044540179901583654,"score_gpt":0.2578464063824355,"score_spread":0.21330622648085185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253178601","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":[0.96980476,0.000023809265,0.0000044486947,0.0038767126,0.00040712563,0.0002711366,0.0000044384583,0.0000605141,0.025547026],"genre_scores_gemma":[0.99406785,0.0000011246426,0.000008240882,0.0028785942,0.0014949795,0.000056890967,0.0002843275,0.000026268468,0.0011817168],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808186,0.000029803588,0.00046489053,0.0002802259,0.00033877682,0.00080446474],"domain_scores_gemma":[0.99924827,0.0000279368,0.0001923428,0.00031830734,0.00017554892,0.000037574053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006029344,0.00026747797,0.00030906385,0.00058527966,0.00012775426,0.00021421979,0.00022329691,0.00027042252,0.0005194393],"category_scores_gemma":[0.00016805074,0.00020591142,0.000043813547,0.0014691746,0.000027506392,0.0022254845,0.00009823917,0.00039277796,0.00017629829],"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":[0.000033223238,0.0002740814,0.98559165,0.000040431933,0.0001319225,0.000042299733,0.000089066685,0.00021500123,0.002639415,0.004471236,0.005429939,0.0010417402],"study_design_scores_gemma":[0.0018421812,0.000011995597,0.3082562,0.000047578145,0.00016463168,0.0000062107338,0.00053853577,0.00095297216,0.01734229,0.00015378612,0.6699641,0.000719524],"about_ca_topic_score_codex":0.44337806,"about_ca_topic_score_gemma":0.2468923,"teacher_disagreement_score":0.67733544,"about_ca_system_score_codex":0.0005396909,"about_ca_system_score_gemma":0.00018252747,"threshold_uncertainty_score":0.8396824},"labels":[],"label_agreement":null},{"id":"W4253352461","doi":"10.1016/s1359-6128(21)00008-2","title":"Weir expects to close Oil &amp; Gas sale in Q1 2021","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weir; Petroleum engineering; Quarter (Canadian coin); Petroleum industry; Gas industry; Engineering; Natural gas; Waste management; Environmental engineering; Geography; Cartography; Archaeology","score_opus":0.03326680670898468,"score_gpt":0.278245270395897,"score_spread":0.24497846368691234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253352461","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":[0.78426105,0.00016037186,0.000003702537,0.016326962,0.00019995088,0.000038425926,0.000036149624,0.000078635436,0.19889477],"genre_scores_gemma":[0.98646903,0.000039990584,0.00010317539,0.006083894,0.0012481496,0.000026181855,0.00008415585,0.000028483017,0.00591693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808806,0.00015799684,0.00039884387,0.0004994325,0.00028327826,0.0005723648],"domain_scores_gemma":[0.99877566,0.00004957985,0.00007886632,0.00044590095,0.000050330716,0.0005996885],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013891328,0.00026650188,0.00039153744,0.00016522287,0.00008435146,0.0000677755,0.00041697986,0.0005455569,0.0029049492],"category_scores_gemma":[0.00033710006,0.0002832951,0.0001432688,0.0016318054,0.000040826526,0.0001556978,0.0001712545,0.00085262756,0.00208823],"study_design_candidate":"not_applicable","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":[0.0006694958,0.0012615996,0.013262026,0.0002614201,0.0008726352,0.0015296419,0.026195355,0.21278405,0.015580408,0.45484537,0.19060501,0.082132995],"study_design_scores_gemma":[0.00049836776,0.000042655385,0.0007053864,0.000050205213,0.000033649518,0.000008593718,0.00069263944,0.0002352248,0.002789389,0.00043605114,0.99412864,0.00037916747],"about_ca_topic_score_codex":0.012367444,"about_ca_topic_score_gemma":0.01919135,"teacher_disagreement_score":0.80352366,"about_ca_system_score_codex":0.000100451885,"about_ca_system_score_gemma":0.000092241826,"threshold_uncertainty_score":0.9999619},"labels":[],"label_agreement":null},{"id":"W4253363678","doi":"10.1016/s1359-6128(20)30300-1","title":"Pump Mergers &amp; Acquisitions Review: Q3 2020","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Cavitation Phenomena in Pumps","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":"Quarter (Canadian coin); Mergers and acquisitions; Business; Finance; Geography; Archaeology","score_opus":0.026225169756213,"score_gpt":0.2576340450030518,"score_spread":0.2314088752468388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253363678","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":[0.43689176,0.064478025,0.019714922,0.2030082,0.0057165134,0.003933577,0.0020169585,0.009012258,0.25522777],"genre_scores_gemma":[0.9854706,0.002373615,0.0006164977,0.008493357,0.0011061525,0.00012940694,0.00043777612,0.00010330434,0.0012693246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984912,0.000053882715,0.00049834064,0.00031290346,0.00030255126,0.00034109686],"domain_scores_gemma":[0.9989943,0.00006436479,0.00007611034,0.00039369104,0.00008488663,0.00038663083],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017768599,0.00024833134,0.0003862847,0.0000779171,0.00009969594,0.000051327544,0.00030609578,0.00023338066,0.005736621],"category_scores_gemma":[0.00022829068,0.00027525512,0.00017679839,0.0012829422,0.00004569205,0.000246758,0.00005377305,0.00082149496,0.0018654527],"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":[0.000009153122,0.000059913073,0.0015743962,0.0013420486,0.0007253165,0.000052436,0.0007275338,0.11549986,0.009195129,0.0005071249,0.8684353,0.0018717812],"study_design_scores_gemma":[0.0005060232,0.000036098125,0.0014784235,0.00059328985,0.00061138783,0.000018483935,0.0003827287,0.013950997,0.0019273394,0.00017607852,0.9792402,0.0010789775],"about_ca_topic_score_codex":0.000008999567,"about_ca_topic_score_gemma":0.0000067516307,"teacher_disagreement_score":0.5485788,"about_ca_system_score_codex":0.00010078548,"about_ca_system_score_gemma":0.00003121134,"threshold_uncertainty_score":0.99996996},"labels":[],"label_agreement":null},{"id":"W4253531617","doi":"10.1016/s1359-6128(19)30107-7","title":"XPV Water Partners invests in Holland Pump","year":2019,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","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":"Chemistry","score_opus":0.050591153827521135,"score_gpt":0.26770131998854635,"score_spread":0.21711016616102521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253531617","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":[0.8131266,0.00021960048,0.000016315129,0.0009315553,0.00030245,0.00013490445,0.00003798348,0.000026598937,0.18520398],"genre_scores_gemma":[0.9880583,0.00006074704,0.000033502653,0.00030078436,0.00010684613,0.000018654908,0.000014066908,0.000020448058,0.011386619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984397,0.000022826936,0.0004600812,0.0005609059,0.000060384653,0.00045607061],"domain_scores_gemma":[0.9993065,0.00002770987,0.00013302112,0.00041790327,0.00002664222,0.00008819467],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047878345,0.00019555165,0.0004995968,0.00038455383,0.00006797483,0.000082869636,0.00027953455,0.0002912046,0.0019986022],"category_scores_gemma":[0.00006513694,0.00018759126,0.00011169275,0.0003318215,0.00010377254,0.000286352,0.00018269736,0.0005516803,0.004570233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012127558,0.00006552213,0.9844813,0.000014695435,0.00014433531,0.000017078552,0.0013154818,0.00093063765,0.00004727084,0.012458521,0.00047427186,0.000038775197],"study_design_scores_gemma":[0.0041375533,0.00015160315,0.781794,0.00010029821,0.00006320506,0.000015212115,0.0075893817,0.0058442657,0.002353427,0.048799697,0.14721303,0.0019383306],"about_ca_topic_score_codex":0.00043251977,"about_ca_topic_score_gemma":0.000101909165,"teacher_disagreement_score":0.2026873,"about_ca_system_score_codex":0.0001392132,"about_ca_system_score_gemma":0.000012786049,"threshold_uncertainty_score":0.9989137},"labels":[],"label_agreement":null},{"id":"W4254769258","doi":"10.1016/s1359-6128(20)30310-4","title":"Alfa Laval withdraws tender offer for Neles","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","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":"Business","score_opus":0.10734264972377781,"score_gpt":0.2609624750729781,"score_spread":0.15361982534920027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254769258","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":[0.59560037,0.00085142127,0.027481874,0.14475203,0.00107093,0.001039505,0.0020662474,0.0003099422,0.22682768],"genre_scores_gemma":[0.9880025,0.000009107097,0.00026511805,0.0070784753,0.00083073607,0.000028457589,0.00006333367,0.000021356213,0.0037009623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988791,0.000008023366,0.0004915545,0.00032152116,0.000032173673,0.0002676594],"domain_scores_gemma":[0.9994069,0.000028177963,0.00022858864,0.00017886629,0.000051053972,0.00010642251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023474747,0.00013338319,0.00030657894,0.00012881689,0.00013688997,0.000063603096,0.00018967266,0.00030345024,0.00076663564],"category_scores_gemma":[0.00017724339,0.00014019017,0.00012243429,0.00051097677,0.000047127658,0.00017459149,0.00003452454,0.00035496554,0.00033317108],"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":[0.000071167655,0.00012038568,0.119540215,0.00009909981,0.00044540534,0.000006461735,0.0009774502,0.0007658604,0.00018933194,0.7708916,0.105558485,0.0013345242],"study_design_scores_gemma":[0.0012031096,0.00011749674,0.017130716,0.000012343238,0.000037259168,0.000003785268,0.0004023993,0.012157965,0.0019033281,0.020696456,0.9457558,0.0005793849],"about_ca_topic_score_codex":0.0001240556,"about_ca_topic_score_gemma":0.000008072221,"teacher_disagreement_score":0.84019727,"about_ca_system_score_codex":0.00002797634,"about_ca_system_score_gemma":0.000029774552,"threshold_uncertainty_score":0.8394123},"labels":[],"label_agreement":null},{"id":"W4254800710","doi":"10.1016/s1359-6128(03)00806-1","title":"Weyerhaeuser reacts to market downturn","year":2003,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Forest Biomass Utilization and 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":"Restructuring; Recession; Business; Commerce; Finance; Economics; Keynesian economics","score_opus":0.010809376181758064,"score_gpt":0.21706258299964415,"score_spread":0.2062532068178861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254800710","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":[0.19342668,0.00006991022,0.0031592404,0.0005445975,0.0006170265,0.00027244134,0.000010527171,0.00048345944,0.8014161],"genre_scores_gemma":[0.9883377,0.000012787705,0.00027165908,0.00041879463,0.000054026033,0.000020749154,0.000009866464,0.000023746363,0.010850697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992096,0.00002766939,0.00018132347,0.00016686556,0.00015535756,0.00025917188],"domain_scores_gemma":[0.9994577,0.000011296169,0.000018218969,0.0002988704,0.00002787019,0.00018600143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017963762,0.00013971083,0.00012732913,0.0001701204,0.00004373499,0.000051171803,0.00013278837,0.00017903479,0.002930984],"category_scores_gemma":[0.00006400638,0.0001380405,0.00004659957,0.0005948495,0.000012354943,0.00009432224,0.000024067082,0.00021385132,0.0003439903],"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":[0.000017791883,0.00014590683,0.03741643,0.00016132182,0.00054663996,0.00011234439,0.00029995834,0.041384965,0.0028023964,0.015115937,0.894868,0.007128266],"study_design_scores_gemma":[0.00019289207,0.000012605008,0.009735765,0.000023071114,0.00003960582,0.0000052178098,0.00022024543,0.0022337376,0.004891329,0.00008140119,0.9823038,0.0002603123],"about_ca_topic_score_codex":0.0000111227555,"about_ca_topic_score_gemma":0.0000655894,"teacher_disagreement_score":0.79491097,"about_ca_system_score_codex":0.00006176848,"about_ca_system_score_gemma":0.000009435585,"threshold_uncertainty_score":0.9979805},"labels":[],"label_agreement":null},{"id":"W4254809267","doi":"10.1016/s1359-6128(18)30257-x","title":"Desmi extends Canadian operations","year":2018,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Nuclear and radioactivity studies","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":"Computer science","score_opus":0.014932037766350185,"score_gpt":0.23443646442444638,"score_spread":0.2195044266580962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254809267","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":[0.8152717,0.00012029861,0.00029660945,0.0011026459,0.00057538337,0.00006975747,0.000037948976,0.00023819317,0.18228747],"genre_scores_gemma":[0.9976045,0.000010300428,0.00010445143,0.00013316776,0.0005059889,0.0000051857487,0.0000051145994,0.000016811777,0.0016145187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994865,0.000010936625,0.00008992171,0.000104859275,0.00006480431,0.0002429847],"domain_scores_gemma":[0.99961513,0.000008002241,0.0000045566203,0.0001639973,0.000038846123,0.00016948182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006111912,0.00009384658,0.00010661494,0.00012424824,0.00028277058,0.00004299873,0.00009406826,0.00016008937,0.0006699379],"category_scores_gemma":[0.00001840303,0.000090196,0.000036018857,0.00028467702,0.00007031877,0.00011645723,0.000011602565,0.00030355822,0.0003117664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021286642,0.00025073809,0.17123961,0.00014116614,0.005495451,0.00038049175,0.009389341,0.13615952,0.019536233,0.0076138587,0.57733494,0.07243732],"study_design_scores_gemma":[0.00055871444,0.000121044664,0.1613654,0.000068721245,0.0003325841,0.000099982324,0.002482811,0.17067555,0.0115822395,0.00012933901,0.6512604,0.0013232158],"about_ca_topic_score_codex":0.015439424,"about_ca_topic_score_gemma":0.17802306,"teacher_disagreement_score":0.18233277,"about_ca_system_score_codex":0.000098848686,"about_ca_system_score_gemma":0.000036594098,"threshold_uncertainty_score":0.9911168},"labels":[],"label_agreement":null},{"id":"W4255128183","doi":"10.1016/s1359-6128(14)70316-7","title":"Alfa Laval AB, Sweden","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","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":"Speculation; Futures contract; Futures market; Volatility (finance); Sample (material); Financial economics; Economics; Position (finance); Trading strategy; Context (archaeology); Monetary economics; Business; Finance","score_opus":0.03659972123612306,"score_gpt":0.22780610958675535,"score_spread":0.19120638835063228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255128183","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":[0.43719894,0.00040110303,0.00037590982,0.0018989888,0.00047722514,0.00009987747,0.000057459423,0.00006832584,0.5594222],"genre_scores_gemma":[0.9914684,0.00007857874,0.00011170427,0.00075791235,0.00051733357,0.000015587106,0.000022888315,0.000019190458,0.0070083817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987135,0.00002309181,0.00049333303,0.00038121888,0.000046211626,0.00034266413],"domain_scores_gemma":[0.9992122,0.00003455193,0.0002454749,0.00036611198,0.000023600585,0.00011807737],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000571495,0.00017291438,0.00037795064,0.00017001932,0.00015320446,0.00013232366,0.00027532678,0.00033189083,0.001483298],"category_scores_gemma":[0.00016303787,0.00018546655,0.00013240344,0.00030625382,0.00008363498,0.00028125793,0.00005486206,0.00041356447,0.001023899],"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":[0.000010813142,0.000087194996,0.16843568,0.00002210693,0.00008666154,0.000004782642,0.000077789315,0.000111609355,0.000037352434,0.8128051,0.01696742,0.0013534816],"study_design_scores_gemma":[0.0005485441,0.00012012701,0.23173635,0.00002566127,0.000024375595,0.000005321488,0.00012509612,0.0031279866,0.000295883,0.080995604,0.6824278,0.00056725665],"about_ca_topic_score_codex":0.00064944517,"about_ca_topic_score_gemma":0.00004021327,"teacher_disagreement_score":0.7318095,"about_ca_system_score_codex":0.000046151545,"about_ca_system_score_gemma":0.000021122903,"threshold_uncertainty_score":0.9997539},"labels":[],"label_agreement":null},{"id":"W4255462100","doi":"10.1016/s1359-6128(14)70102-8","title":"KSB Group, Germany","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil refinery; Refinery; General partnership; Carbon footprint; Asphalt; Carbon capture and storage (timeline); Fossil fuel; Environmental science; Petroleum; Carbon fibers; Waste management; Scale (ratio); Engineering; Greenhouse gas; Business; Computer science; Materials science; Chemistry; Geography; Climate change; Geology","score_opus":0.015599576575947174,"score_gpt":0.2744278405525601,"score_spread":0.2588282639766129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255462100","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":[0.6872285,0.00003939281,0.0002459317,0.0016523087,0.00012937005,0.00006908745,0.0000032845878,0.00014571461,0.3104864],"genre_scores_gemma":[0.9863521,0.0000039176434,0.00004124325,0.00044994286,0.00041233673,0.000021803045,0.000026451518,0.000018005165,0.012674232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806017,0.00029995825,0.00028179554,0.00038038386,0.00038273842,0.0005949868],"domain_scores_gemma":[0.9988072,0.00010674121,0.000054743574,0.00061509735,0.00013897504,0.0002772732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071793824,0.00017975023,0.00025424603,0.00012853158,0.00022183574,0.00007746695,0.00041570203,0.00053505495,0.0018777522],"category_scores_gemma":[0.00042586596,0.00016304817,0.00014553443,0.0006307456,0.00014257984,0.00016698796,0.0001321715,0.00086324586,0.0004160959],"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":[0.0001183557,0.00044026587,0.03869903,0.000107613625,0.0003302144,0.000110003384,0.00020654597,0.02437919,0.0012360691,0.84934473,0.0034152784,0.08161273],"study_design_scores_gemma":[0.00076456973,0.00013685324,0.02667895,0.00002307596,0.00007039152,0.00002660425,0.00061480043,0.012868294,0.0012510405,0.03699324,0.9200207,0.00055149285],"about_ca_topic_score_codex":0.002891834,"about_ca_topic_score_gemma":0.0005140811,"teacher_disagreement_score":0.9166054,"about_ca_system_score_codex":0.00011855189,"about_ca_system_score_gemma":0.000047246438,"threshold_uncertainty_score":0.99903464},"labels":[],"label_agreement":null},{"id":"W4255645089","doi":"10.1016/s1359-6128(14)70208-3","title":"Alfa Laval seals Frank Mohn acquisition","year":2014,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","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":"Geology","score_opus":0.031176160781493933,"score_gpt":0.24109491318740964,"score_spread":0.2099187524059157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255645089","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":[0.79033,0.00015359341,0.0040848553,0.0061205886,0.000477236,0.000113629656,0.00017364287,0.00008432207,0.19846217],"genre_scores_gemma":[0.99120426,0.000015337368,0.0000963409,0.0026474006,0.00081619,0.000011987147,0.00007343064,0.000016375523,0.00511866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987816,0.000026970345,0.00054905063,0.00030543082,0.00004724028,0.00028969353],"domain_scores_gemma":[0.99921083,0.00003390705,0.00029326245,0.00032818023,0.000049853676,0.00008395017],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00077458454,0.00013437425,0.00029538557,0.0002954662,0.0001744613,0.000075205295,0.00018987952,0.0004191663,0.0016743747],"category_scores_gemma":[0.00010903455,0.00015166125,0.000101402366,0.0005899715,0.000050179042,0.00023076721,0.000035826695,0.0004330159,0.0009209579],"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":[0.0000137386,0.000109923276,0.119560234,0.000030187113,0.00014588604,0.000003370166,0.00024358886,0.0006826528,0.00021558929,0.8558398,0.022038974,0.0011160566],"study_design_scores_gemma":[0.001643329,0.0001370294,0.2001595,0.000048262893,0.000048812264,0.000019851022,0.00023178375,0.017068554,0.005560131,0.07230038,0.7016438,0.0011385363],"about_ca_topic_score_codex":0.00031188986,"about_ca_topic_score_gemma":0.000008828311,"teacher_disagreement_score":0.7835394,"about_ca_system_score_codex":0.000048359336,"about_ca_system_score_gemma":0.000014186801,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W4255704680","doi":"10.1016/s1359-6128(20)30275-5","title":"Alfa Laval opens fluid handling innovation centre in Denmark","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering","score_opus":0.02978975321516133,"score_gpt":0.26980379700200596,"score_spread":0.24001404378684463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255704680","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":[0.86552787,0.00015925907,0.000112475536,0.12913321,0.00008079197,0.00013672172,0.0000032751523,0.000058856345,0.00478756],"genre_scores_gemma":[0.994917,0.00007360038,0.000093099414,0.0036363988,0.00017590927,0.0000024380086,0.000044518623,0.000010053416,0.0010469956],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909115,0.00002974753,0.0003113279,0.0002397129,0.00011804566,0.00020999722],"domain_scores_gemma":[0.9996113,0.000018766721,0.00006753294,0.00015707072,0.000067034816,0.00007829668],"candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00016206337,0.000111643174,0.00024329929,0.00019357263,0.00005969078,0.000011209084,0.00009653214,0.0035586883,0.00058712985],"category_scores_gemma":[0.00025893445,0.00009786612,0.000041769617,0.0016440549,0.0000579951,0.0000632949,0.00005074676,0.004257784,0.00011879118],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070258084,0.00047140507,0.79257095,0.00022206527,0.00092272623,0.0016941065,0.0018729849,0.00070240954,0.1551182,0.006646615,0.024584016,0.014491959],"study_design_scores_gemma":[0.013490142,0.00077883096,0.14992887,0.0016582134,0.0014590104,0.0003710446,0.008865235,0.03577318,0.59743726,0.0004680916,0.18815945,0.0016106472],"about_ca_topic_score_codex":0.000046573292,"about_ca_topic_score_gemma":0.00002005919,"teacher_disagreement_score":0.6426421,"about_ca_system_score_codex":0.000031742056,"about_ca_system_score_gemma":0.00008520512,"threshold_uncertainty_score":0.9980394},"labels":[],"label_agreement":null},{"id":"W4255770231","doi":"10.1016/s1359-6128(06)71578-6","title":"Alfa Laval dismissed from desert storm lawsuits","year":2006,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"Desert (philosophy); Storm; Geology; Aeronautics; History; Meteorology; Geography; Engineering; Political science; Law","score_opus":0.006835362647198267,"score_gpt":0.19130301323670773,"score_spread":0.18446765058950945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255770231","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":[0.9760164,0.0006658376,0.00096423406,0.00019115928,0.00038180928,0.00007256179,0.000044953325,0.0005603086,0.021102717],"genre_scores_gemma":[0.99657285,0.000030027644,0.00017481056,0.000028287452,0.0008343158,0.00001631525,0.000091457376,0.00003924295,0.0022126758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903584,0.000008136374,0.00024403723,0.0001997109,0.00018306666,0.00032921915],"domain_scores_gemma":[0.9995504,0.000048603844,0.000023603441,0.000263653,0.000029442686,0.00008431859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000072487754,0.00023139745,0.00026722974,0.00008730192,0.00007548964,0.000045864494,0.00018296944,0.00025443188,0.0002580757],"category_scores_gemma":[0.000021020951,0.00022590668,0.0000905317,0.00028162258,0.00002574815,0.00010671646,0.000049120295,0.00051783747,0.00006824227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023249459,0.00019679195,0.42309082,0.00016894299,0.0014894243,0.00027904415,0.00040930347,0.36906242,0.014242249,0.0011886107,0.18000282,0.009846328],"study_design_scores_gemma":[0.0011309949,0.00004775531,0.5916459,0.00012784079,0.00043596938,0.000012342592,0.0003327283,0.07483132,0.03826317,0.00079188915,0.2906843,0.0016957554],"about_ca_topic_score_codex":0.0018911104,"about_ca_topic_score_gemma":0.00084653567,"teacher_disagreement_score":0.2942311,"about_ca_system_score_codex":0.000063809784,"about_ca_system_score_gemma":0.000010953273,"threshold_uncertainty_score":0.9212207},"labels":[],"label_agreement":null},{"id":"W4255905874","doi":"10.1016/s1359-6128(20)30183-x","title":"Alfa Laval to make €1.7bn tender offer for Neles","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","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":"Business; Tender offer; Finance","score_opus":0.10471080990088158,"score_gpt":0.273088517784838,"score_spread":0.16837770788395642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255905874","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":[0.4959378,0.0026457354,0.05338599,0.104005344,0.0016904548,0.0018885336,0.003799869,0.00041975226,0.33622652],"genre_scores_gemma":[0.9918378,0.000035205816,0.0010765612,0.00301962,0.0005912206,0.00006333889,0.000014682941,0.000031065487,0.003330528],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985935,0.000009904263,0.0003918739,0.0005927331,0.000053830794,0.00035812077],"domain_scores_gemma":[0.99929154,0.000047999325,0.00014646022,0.00025551865,0.00006388222,0.00019460719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020688995,0.00019235804,0.0004746895,0.00014471466,0.0001555677,0.00008448132,0.00031292142,0.00020959781,0.00050052686],"category_scores_gemma":[0.0003643699,0.00021925835,0.0001900114,0.00037972536,0.00006614928,0.000116554445,0.00017698994,0.00032265973,0.00066453475],"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":[0.0002959305,0.0004240122,0.44056025,0.00016709787,0.0028296574,0.000042174277,0.011690397,0.0059798015,0.00025676843,0.38099498,0.15113989,0.0056190523],"study_design_scores_gemma":[0.0021402945,0.00037721958,0.071496494,0.000034750927,0.00018100318,0.000005082403,0.010488868,0.011309463,0.0009474671,0.029304225,0.8721656,0.0015495019],"about_ca_topic_score_codex":0.00011594727,"about_ca_topic_score_gemma":0.000019431727,"teacher_disagreement_score":0.72102576,"about_ca_system_score_codex":0.00009493527,"about_ca_system_score_gemma":0.000017344224,"threshold_uncertainty_score":0.8941096},"labels":[],"label_agreement":null},{"id":"W4256194883","doi":"10.1016/s1359-6128(20)30160-9","title":"Alfa Laval partners with Orège","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Social Sciences and Governance","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":"Psychology","score_opus":0.07083769576487677,"score_gpt":0.3469155094268035,"score_spread":0.27607781366192674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256194883","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":[0.6885833,0.00008622348,0.000105793864,0.15307671,0.00020062907,0.0001848842,0.000015998097,0.00014275259,0.15760367],"genre_scores_gemma":[0.9940563,0.000029549743,0.00004772062,0.0015589454,0.0008650362,0.0000066690504,0.0000017527972,0.0000057984353,0.003428235],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857765,0.00009119651,0.00012519842,0.0002667837,0.00057437056,0.0003647814],"domain_scores_gemma":[0.99932605,0.0000416091,0.00011277238,0.00009665675,0.00005863629,0.00036426558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028717253,0.00009361688,0.00014992368,0.000013895782,0.00046569263,0.000113700844,0.0003577059,0.0001971742,0.0007671798],"category_scores_gemma":[0.00020754237,0.000075919015,0.00005735148,0.0010741376,0.0003685091,0.00025567494,0.000030766983,0.00035644122,0.00008732661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058654947,0.00013114038,0.75466067,0.000013315085,0.00015429409,0.00013103761,0.06278325,0.00047207993,0.0001189893,0.03257147,0.14007095,0.0088341255],"study_design_scores_gemma":[0.00032103687,0.00012440361,0.024182942,0.000019714056,0.000062028346,5.9856626e-7,0.045116328,0.00019685013,0.00020602574,0.00026555924,0.9291264,0.00037812698],"about_ca_topic_score_codex":0.01593522,"about_ca_topic_score_gemma":0.0083004795,"teacher_disagreement_score":0.78905547,"about_ca_system_score_codex":0.000050390492,"about_ca_system_score_gemma":0.00036273696,"threshold_uncertainty_score":0.99061775},"labels":[],"label_agreement":null},{"id":"W4256228603","doi":"10.1016/s1359-6128(12)70135-0","title":"Jacobs designs Canadian acid plant","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Outsourcing and Supply Chain Management","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":"Computer science","score_opus":0.04203949477165037,"score_gpt":0.22590316713010147,"score_spread":0.1838636723584511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256228603","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":[0.46540213,0.0003929777,0.0019199469,0.017597921,0.0026947714,0.0007176666,0.0000611188,0.00059684174,0.51061666],"genre_scores_gemma":[0.9892577,0.0000020403374,0.000052726726,0.0044139754,0.0032496564,0.000020884141,0.00012873599,0.0000307022,0.0028435881],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830616,0.000020187495,0.00026054843,0.0002573543,0.0002789113,0.000876852],"domain_scores_gemma":[0.999315,0.000020341147,0.000120336896,0.0003598948,0.000055442644,0.00012898461],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074260717,0.000236608,0.00022769498,0.0005637385,0.00038919618,0.00030371477,0.000338051,0.00027081015,0.0020605929],"category_scores_gemma":[0.00008531099,0.00022226636,0.00010478604,0.0007004362,0.000039512688,0.00085568486,0.000108218985,0.0005056679,0.0016734343],"study_design_candidate":"not_applicable","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":[0.000012423509,0.000113974835,0.8717842,0.000092230104,0.00021300586,0.00007036651,0.00017695042,0.0007414497,0.0001734276,0.009276427,0.11476126,0.0025842532],"study_design_scores_gemma":[0.00034286143,0.0000056690274,0.052945472,0.00005180395,0.00028804806,0.0000073922324,0.001668599,0.0042467723,0.00019305447,0.00019190177,0.9394524,0.00060601626],"about_ca_topic_score_codex":0.073898435,"about_ca_topic_score_gemma":0.019415576,"teacher_disagreement_score":0.8246912,"about_ca_system_score_codex":0.00012092682,"about_ca_system_score_gemma":0.000043334465,"threshold_uncertainty_score":0.9991039},"labels":[],"label_agreement":null},{"id":"W4256483085","doi":"10.1016/s1359-6128(06)71690-1","title":"Canadian terminal contract goes to fw","year":2006,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine and Offshore Engineering Studies","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":"General partnership; Liquefied natural gas; Terminal (telecommunication); Engineering; Business; Management; Natural gas; Waste management; Finance; Telecommunications; Economics","score_opus":0.005153598688349451,"score_gpt":0.19666149685493128,"score_spread":0.19150789816658184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256483085","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":[0.8912286,0.00026356074,0.00043548192,0.0012830126,0.00047778277,0.0001507502,0.000057508027,0.0003835352,0.10571976],"genre_scores_gemma":[0.9962054,0.000004513097,0.00011352964,0.000102007514,0.00057735806,0.000018754177,0.00001815402,0.000024418418,0.002935883],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.999136,0.0000061387996,0.0001900002,0.00014721075,0.00010596219,0.00041469192],"domain_scores_gemma":[0.9995373,0.00002126876,0.000011114359,0.00018269141,0.000028938364,0.00021868457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007631614,0.00017607686,0.0001991023,0.00021554554,0.00007660335,0.000049432863,0.0001415289,0.00018064043,0.00026988314],"category_scores_gemma":[0.000020823963,0.0001771412,0.000056412264,0.0003118447,0.000016449923,0.00006706643,0.000018936962,0.00038153262,0.000108664404],"study_design_candidate":"not_applicable","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":[0.000008971281,0.000055659202,0.30736798,0.00014099054,0.00056670915,0.0008562268,0.00025266106,0.4786505,0.0012816672,0.0020877316,0.18843538,0.020295499],"study_design_scores_gemma":[0.00028232203,0.000038510847,0.3081865,0.000063946194,0.00013430792,0.000053662163,0.00016139499,0.019663626,0.0030785324,0.00007814919,0.6673503,0.00090876815],"about_ca_topic_score_codex":0.12086049,"about_ca_topic_score_gemma":0.2391643,"teacher_disagreement_score":0.4789149,"about_ca_system_score_codex":0.00016242584,"about_ca_system_score_gemma":0.000033056353,"threshold_uncertainty_score":0.8849938},"labels":[],"label_agreement":null},{"id":"W4323062604","doi":"10.1016/s1359-6128(21)00279-2","title":"Alfa Laval AB, Sweden","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","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":"Psychology","score_opus":0.032024826451340416,"score_gpt":0.2803774343486567,"score_spread":0.24835260789731628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323062604","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":[0.9766554,0.00007336554,0.00016903863,0.0010451421,0.0009859325,0.000047134283,0.00001833528,0.00007708874,0.020928519],"genre_scores_gemma":[0.9885476,0.00001715771,0.00043216697,0.0004320212,0.00039812262,0.000008909312,0.000014720233,0.000008565417,0.010140697],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835604,0.00015936846,0.00027898434,0.00044529053,0.00036542787,0.00039491142],"domain_scores_gemma":[0.99912536,0.000038872735,0.00009863375,0.00042926215,0.000103205566,0.0002046806],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000689446,0.00013987902,0.0002328416,0.000041976917,0.000222676,0.0002226862,0.00038527526,0.00025865075,0.020419061],"category_scores_gemma":[0.00021526287,0.00012088038,0.000077658035,0.00044116066,0.00012392495,0.0003085511,0.00018280718,0.0002551524,0.0015483988],"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":[0.000007974498,0.000050365226,0.0008640797,0.000010377804,0.0000120336845,0.00014225281,0.000060909817,0.00012384889,0.99475455,0.001724198,0.0018801746,0.00036925412],"study_design_scores_gemma":[0.00016662486,0.000017293862,0.003666701,0.000022202266,0.00004349501,0.00007117624,0.000207735,0.00009660848,0.9469939,0.000559449,0.04792282,0.00023200667],"about_ca_topic_score_codex":0.00027316887,"about_ca_topic_score_gemma":0.000101428945,"teacher_disagreement_score":0.047760643,"about_ca_system_score_codex":0.000030681025,"about_ca_system_score_gemma":0.00018141008,"threshold_uncertainty_score":0.999229},"labels":[],"label_agreement":null},{"id":"W4323062698","doi":"10.1016/s1359-6128(21)00295-0","title":"Alfa Laval adds to aquaculture portfolio","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Marine Bivalve and Aquaculture Studies","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":"Portfolio; Aquaculture; Fishery; Business; Biology; Fish <Actinopterygii>; Finance","score_opus":0.014061889469462947,"score_gpt":0.25940478322877214,"score_spread":0.2453428937593092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323062698","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":[0.53596115,0.000106003,0.000049298364,0.007687511,0.00016446541,0.00013456523,0.0000331011,0.00007901929,0.45578492],"genre_scores_gemma":[0.9067956,0.000028270164,0.0003238499,0.0024279046,0.00031009794,0.000018277324,0.000049945073,0.000013553066,0.09003247],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985052,0.000052357096,0.00023049016,0.00046546746,0.0003836186,0.00036287348],"domain_scores_gemma":[0.9993184,0.000015006307,0.000057827292,0.00033014975,0.00002907758,0.00024951703],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001494339,0.00020285556,0.00024357591,0.00002643082,0.00021050901,0.00005826215,0.00023426583,0.00024117297,0.01662854],"category_scores_gemma":[0.000121512916,0.00016135877,0.00014633639,0.0008445139,0.0000731158,0.00012954559,0.0004910333,0.00050515175,0.0013826317],"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":[0.000013269478,0.00018628576,0.49090114,0.00001030174,0.00021513384,0.00034774124,0.0006104571,0.0005817324,0.016806029,0.00031807512,0.48246688,0.0075429296],"study_design_scores_gemma":[0.00017872464,0.0000328833,0.19512478,0.000016324013,0.00009921214,0.0000417996,0.0011021157,0.000027372958,0.012108958,0.00014638949,0.79077196,0.00034951264],"about_ca_topic_score_codex":0.00056339614,"about_ca_topic_score_gemma":0.0009465194,"teacher_disagreement_score":0.3708345,"about_ca_system_score_codex":0.000071033974,"about_ca_system_score_gemma":0.00002069748,"threshold_uncertainty_score":0.9993949},"labels":[],"label_agreement":null},{"id":"W4323063003","doi":"10.1016/s1359-6128(21)00217-2","title":"Grundfos Canada reduces carbon footprint with solar panels","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbon footprint; Footprint; Environmental science; Carbon fibers; Engineering physics; Engineering; Computer science; Geography; Geology; Greenhouse gas; Archaeology; Oceanography","score_opus":0.015272636439925704,"score_gpt":0.22284180531892847,"score_spread":0.20756916887900276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323063003","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":[0.81182915,0.00012251838,0.0000013480885,0.002555759,0.00018685817,0.000033472697,0.000020422256,0.000052936142,0.18519756],"genre_scores_gemma":[0.99376637,0.0000160382,0.000032898875,0.0006511344,0.0004764982,0.000013097845,0.000055685323,0.000024042209,0.00496426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982422,0.00013987863,0.00028370493,0.00041444582,0.0003982985,0.0005214439],"domain_scores_gemma":[0.9988912,0.000044572265,0.00010888226,0.00049522775,0.00015454579,0.00030558676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103015445,0.00025234796,0.00032854028,0.00005612173,0.0001547531,0.00007369089,0.00026340416,0.00037834892,0.00029390276],"category_scores_gemma":[0.00008197853,0.00023013967,0.00007532474,0.0007064812,0.00006712435,0.000044751006,0.00008902947,0.00076937204,0.000006910106],"study_design_candidate":"not_applicable","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":[0.00031352948,0.00096793415,0.023018047,0.00026695352,0.0053280466,0.010926027,0.0022528924,0.25181204,0.025112849,0.6236986,0.003728165,0.0525749],"study_design_scores_gemma":[0.0005853387,0.00005502941,0.0056682397,0.00009452229,0.0002317333,0.00022479719,0.001730735,0.0003182347,0.29094025,0.0005830782,0.69887346,0.0006945953],"about_ca_topic_score_codex":0.9346931,"about_ca_topic_score_gemma":0.939337,"teacher_disagreement_score":0.6951453,"about_ca_system_score_codex":0.00022222624,"about_ca_system_score_gemma":0.0013304049,"threshold_uncertainty_score":0.93848234},"labels":[],"label_agreement":null},{"id":"W4323063011","doi":"10.1016/s1359-6128(21)00207-x","title":"Atlas Copco buys Canadian centrifugal pump company","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Atlas (anatomy); Centrifugal pump; Business; Operations management; Management; Engineering; Economics; Geology; Mechanical engineering; Impeller","score_opus":0.02414802499816712,"score_gpt":0.27212912471617223,"score_spread":0.2479810997180051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323063011","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":[0.9395596,0.00045175108,0.0000104665805,0.026265083,0.0003351721,0.00015103535,0.0001244798,0.000048749876,0.03305366],"genre_scores_gemma":[0.9849617,0.000025048386,0.00005598972,0.008147839,0.0006889011,0.0000083620835,0.0004797384,0.000022283593,0.0056101237],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983775,0.00007186825,0.00031113657,0.00035744437,0.00032741512,0.00055465096],"domain_scores_gemma":[0.9982808,0.000037419468,0.000062025734,0.0005003945,0.00015282238,0.00096651714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001269068,0.00020212456,0.00038747388,0.00014218164,0.0002067791,0.00007388694,0.00013490132,0.0003106581,0.007208382],"category_scores_gemma":[0.000072294235,0.00019343884,0.00019230972,0.00064893387,0.00005853191,0.000100294645,0.00006437908,0.0010727308,0.0002853615],"study_design_candidate":"not_applicable","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":[0.00013270146,0.00059473695,0.8330502,0.00011874683,0.0011339916,0.016725272,0.00027807005,0.00012619098,0.004886061,0.0008838084,0.1392113,0.0028589224],"study_design_scores_gemma":[0.002655532,0.00015203172,0.13509217,0.00022032495,0.0010513858,0.0018148358,0.0019800297,0.0007361556,0.022859767,0.000038666265,0.83281136,0.0005877735],"about_ca_topic_score_codex":0.111592695,"about_ca_topic_score_gemma":0.060561217,"teacher_disagreement_score":0.69795805,"about_ca_system_score_codex":0.00038191077,"about_ca_system_score_gemma":0.0009544371,"threshold_uncertainty_score":0.9936992},"labels":[],"label_agreement":null},{"id":"W4323063052","doi":"10.1016/s1359-6128(21)00214-7","title":"Ingersoll Rand seals Maximus Solutions acquisition","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"COVID-19, Geopolitics, Technology, Migration","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":"Business; Production (economics); Computer science; Economics","score_opus":0.0793290542226485,"score_gpt":0.35960651846807484,"score_spread":0.2802774642454263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323063052","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":[0.85645664,0.00073003635,0.003547666,0.089950934,0.0011820648,0.00045449144,0.00013395044,0.00071828126,0.046825904],"genre_scores_gemma":[0.98900115,0.000065513836,0.00009454959,0.0016404742,0.0005708419,0.000025383928,0.00007469915,0.000010380894,0.008516992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998071,0.00033630148,0.00029478827,0.0003643663,0.0003768764,0.000556624],"domain_scores_gemma":[0.99880177,0.00019090962,0.00013490563,0.0003620771,0.00029188037,0.00021843621],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091863197,0.00013048454,0.00021339925,0.0002068764,0.0011280393,0.00014858498,0.00024006264,0.0008045604,0.0014048514],"category_scores_gemma":[0.0015580843,0.00015555765,0.00012654166,0.0012312749,0.0004433752,0.00029143703,0.0000969889,0.00060786837,0.0001300425],"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":[0.00010642691,0.001689745,0.29112008,0.00023138864,0.0013231741,0.0007910895,0.0397044,0.0036430666,0.0099837165,0.48443517,0.1416746,0.025297133],"study_design_scores_gemma":[0.0022793335,0.000094855815,0.033975173,0.0001654603,0.0007906815,0.00004327689,0.09067645,0.002491218,0.009636401,0.066038206,0.7923744,0.0014345808],"about_ca_topic_score_codex":0.0053115827,"about_ca_topic_score_gemma":0.010642492,"teacher_disagreement_score":0.6506998,"about_ca_system_score_codex":0.0005819983,"about_ca_system_score_gemma":0.0009360056,"threshold_uncertainty_score":0.999508},"labels":[],"label_agreement":null}]}