{"meta":{"query_hash":"24a4962cfc73","filters":{"venue":"The Winnower"},"cohort_total":69,"direct_labels_cover":2,"predictions_cover":69,"exported":69,"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/24a4962cfc73","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Winnower"},"results":[{"id":"W1185328029","doi":"10.15200/winn.143518.87488","title":"The Functional SMILES Perspective","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Notation; Perspective (graphical); Chemical nomenclature; Smiles rearrangement; Interpretation (philosophy); Reading (process); Computer science; ENCODE; Chemistry; Artificial intelligence; Mathematics; Stereochemistry; Linguistics; Programming language; Arithmetic; Philosophy","score_opus":0.040018891430403825,"score_gpt":0.32106169229542275,"score_spread":0.2810428008650189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1185328029","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012130612,0.0021947643,0.038156644,0.017444253,0.006830267,0.00045664026,0.9312946,0.000120510784,0.003490161],"genre_scores_gemma":[0.00013723233,0.00020246486,0.0038890769,0.00413342,0.0044813557,0.00019968092,0.9821007,0.00005207336,0.004803976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765956,0.0005076167,0.00022763723,0.00042720657,0.0009040002,0.0002739768],"domain_scores_gemma":[0.9960826,0.0015768671,0.00017822061,0.0015169585,0.0005811594,0.000064192835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016716677,0.00023982914,0.00017263115,0.00007458194,0.00048494758,0.0004587387,0.002844398,0.000095055846,0.000057482397],"category_scores_gemma":[0.0005465095,0.00012526753,0.00011932241,0.000445382,0.00022889297,0.00022392347,0.0010983695,0.00052013854,0.0007657576],"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":[0.000011938996,0.000021046731,3.7077857e-7,0.000001834502,0.00005567438,0.000002968831,0.00011396012,0.0011784256,2.3637482e-7,0.026825855,0.9709805,0.0008071692],"study_design_scores_gemma":[0.000093131086,0.00002189075,0.00017870677,0.000008616702,0.000017031005,0.000025465704,0.00008893101,0.0021307205,0.0000016265476,0.075201385,0.92206913,0.00016338583],"about_ca_topic_score_codex":0.00012232535,"about_ca_topic_score_gemma":0.000055540157,"teacher_disagreement_score":0.05080609,"about_ca_system_score_codex":0.00023359882,"about_ca_system_score_gemma":0.00073517975,"threshold_uncertainty_score":0.984252},"labels":[],"label_agreement":null},{"id":"W1190463849","doi":"10.15200/winn.143982.27959","title":"Open Access in Latin America: a Paragon for the Rest of the World","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Science and Science Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Toronto; The Scarborough Hospital; Minnow Environmental (Canada)","funders":"","keywords":"Rest (music); Latin Americans; Political science; Internal medicine; Medicine","score_opus":0.2758070139223594,"score_gpt":0.5186649227689004,"score_spread":0.24285790884654102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1190463849","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009642084,0.00057269743,0.00001794796,0.27577847,0.014594031,0.010788316,0.65554065,0.000031151525,0.03303464],"genre_scores_gemma":[0.19882993,0.002149778,0.00064041646,0.06272758,0.01688321,0.008037809,0.42295527,0.00018039749,0.2875956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981391,0.00034154087,0.00025656764,0.00025591633,0.0006946042,0.00031227176],"domain_scores_gemma":[0.9975387,0.00093649677,0.0003707541,0.00093604444,0.00017311529,0.000044876568],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0047650286,0.000108053086,0.00017942481,0.00008862211,0.0007200416,0.0006677494,0.010661439,0.00006650886,0.00023227773],"category_scores_gemma":[0.0018144628,0.000046828987,0.000057473244,0.002610272,0.0012426391,0.00054375076,0.0009353964,0.000240449,0.000031109947],"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":[0.000010731318,0.000027991871,0.00027179244,0.0000022419615,0.0000027926094,5.7784032e-8,0.0032722491,0.000024695706,0.0000015249796,0.00033899018,0.99513334,0.0009135832],"study_design_scores_gemma":[0.00007217863,0.000010001283,0.005635401,0.000036785656,0.000015248627,8.765718e-8,0.0043914746,0.000013270285,0.000006476604,0.002316937,0.9874231,0.00007903202],"about_ca_topic_score_codex":0.031329203,"about_ca_topic_score_gemma":0.12688535,"teacher_disagreement_score":0.25456098,"about_ca_system_score_codex":0.00010464334,"about_ca_system_score_gemma":0.0016126517,"threshold_uncertainty_score":0.9946914},"labels":[],"label_agreement":null},{"id":"W1716430306","doi":"10.15200/winn.144243.37003","title":"How becoming an open scientist made me fall back in love with neuroscience","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neuroscience; Cognitive science; Psychology","score_opus":0.05621442058306263,"score_gpt":0.3030722678800218,"score_spread":0.24685784729695914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1716430306","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024828536,0.00019040555,0.011679822,0.06126945,0.0026971274,0.003813519,0.9161443,0.000112897105,0.0016096331],"genre_scores_gemma":[0.015395039,0.00018193519,0.017767156,0.031030728,0.0018104764,0.0003914468,0.9007601,0.00015247517,0.0325106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979693,0.00011068355,0.00019024248,0.00082419073,0.00047407366,0.0004314765],"domain_scores_gemma":[0.99729735,0.00004955561,0.00020029086,0.0022152436,0.00008972212,0.00014782096],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.00063557195,0.00024815355,0.0002445112,0.00009907358,0.00015627878,0.0026231403,0.008904982,0.000074929034,0.00001606166],"category_scores_gemma":[0.000019996936,0.00015452411,0.000021768092,0.0012202142,0.00025021436,0.0011884925,0.002189983,0.00042619856,0.0002559756],"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":[0.000004439688,0.000065501874,0.000013794961,0.0000039254983,0.0000014401616,0.0000113850965,0.000085009386,0.00018223525,0.00006224949,0.00025413747,0.99903905,0.00027681075],"study_design_scores_gemma":[0.00022022484,0.00009933125,0.00027018916,0.000038488513,0.000006311922,0.000035919442,0.00002694257,0.0034155927,0.000013575779,0.00049650256,0.99510133,0.00027556566],"about_ca_topic_score_codex":0.00032205335,"about_ca_topic_score_gemma":0.0010915159,"teacher_disagreement_score":0.030900968,"about_ca_system_score_codex":0.0000467123,"about_ca_system_score_gemma":0.00019416139,"threshold_uncertainty_score":0.99841225},"labels":[],"label_agreement":null},{"id":"W1756125165","doi":"10.15200/winn.144348.80403","title":"On the Number of Phthalates","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry","score_opus":0.01438131303947469,"score_gpt":0.3450931759641437,"score_spread":0.330711862924669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1756125165","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09531471,0.00005398444,1.2384413e-7,0.0016009491,0.00036169897,0.00035489924,0.87004805,0.000018241202,0.032247357],"genre_scores_gemma":[0.07171347,0.000135027,0.00004024147,0.0027649535,0.0005635625,0.00007360807,0.91622126,0.000072570554,0.008415303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900943,0.00007533545,0.00016275694,0.0001787112,0.0003866547,0.00018709493],"domain_scores_gemma":[0.99847776,0.0004926681,0.00014787957,0.00083543925,0.000010777451,0.000035449502],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043230873,0.0001687519,0.00017083785,0.0000068733902,0.00006796367,0.000016087208,0.00083312887,0.0000721018,0.008907387],"category_scores_gemma":[0.00028728019,0.000067773864,0.00007524759,0.00010941463,0.00031521285,0.000023047443,0.00034923523,0.00030722236,0.004249097],"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":[0.000009509688,0.000049504943,0.00011220099,0.000006371921,0.000015656813,0.0000023313853,0.000022108832,0.000020016401,0.00008997817,0.000027911305,0.9995878,0.00005662102],"study_design_scores_gemma":[0.00007734452,0.00002111481,0.00014628559,0.00003635514,0.000031923297,0.000009208626,0.000013503969,0.0000035968633,0.0005547367,0.0016555015,0.9973364,0.0001140228],"about_ca_topic_score_codex":0.0005117496,"about_ca_topic_score_gemma":0.0000098108385,"teacher_disagreement_score":0.046173226,"about_ca_system_score_codex":0.000030051553,"about_ca_system_score_gemma":0.0000075654875,"threshold_uncertainty_score":0.9965262},"labels":[],"label_agreement":null},{"id":"W1863683745","doi":"10.15200/winn.144720.08769","title":"The Quality Checklists for Health Professions Blogs and Podcasts","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan; University of Alberta","funders":"","keywords":"Quality (philosophy); Medical education; Process (computing); Computer science; Psychology; World Wide Web; Medicine","score_opus":0.25253022521348367,"score_gpt":0.5476013288526792,"score_spread":0.29507110363919553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863683745","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006269614,0.002255028,0.0000022759828,0.26583266,0.019902434,0.005637261,0.7054626,0.00004905651,0.00023177222],"genre_scores_gemma":[0.0008922179,0.0047778497,0.00015725226,0.008938709,0.016872946,0.0073925075,0.9579016,0.000064045074,0.0030028934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966231,0.0015206503,0.0004390848,0.00025415653,0.0006024945,0.00056049146],"domain_scores_gemma":[0.992555,0.005678058,0.00054743077,0.0005926551,0.00036863974,0.0002582154],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010201141,0.00015537624,0.00027428562,0.000034541914,0.0031234808,0.00010952976,0.0006732914,0.00028370228,0.000030761403],"category_scores_gemma":[0.013825042,0.00009116645,0.000048247988,0.00027043675,0.0007414097,0.00006593156,0.000102942235,0.0004593927,0.000038592916],"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":[0.000019136663,0.000029671226,0.000051948326,0.00006225921,0.0000096562635,3.9262527e-8,0.0153908795,1.4399602e-8,5.7028057e-8,0.0011685304,0.9795888,0.0036790208],"study_design_scores_gemma":[0.00012333375,0.000031809577,0.0016206272,0.000049899547,0.000015612984,2.3989676e-7,0.005801387,2.000398e-7,1.0159026e-7,0.0034126507,0.9888373,0.00010684383],"about_ca_topic_score_codex":0.018765675,"about_ca_topic_score_gemma":0.03299792,"teacher_disagreement_score":0.25689393,"about_ca_system_score_codex":0.00037992015,"about_ca_system_score_gemma":0.003811542,"threshold_uncertainty_score":0.9981743},"labels":[],"label_agreement":null},{"id":"W1907842142","doi":"10.15200/winn.144609.90316","title":"Implementing Comparative Effectiveness Research in Primary Care","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"H2020 European Research Council","keywords":"Vendor; Primary care; Nursing; Medicine; Comparative effectiveness research; Medical education; Psychology; Alternative medicine; Family medicine; Business","score_opus":0.6724022290606824,"score_gpt":0.5603503457283379,"score_spread":0.1120518833323445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907842142","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058139903,0.0052196467,0.000012303091,0.002171551,0.00093373266,0.0022562726,0.97399336,0.000021614884,0.009577498],"genre_scores_gemma":[0.008749124,0.00012138983,0.00007584912,0.0020233868,0.000935236,0.000657287,0.9871499,0.000046651556,0.00024120245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917991,0.0030200605,0.003154362,0.0007861193,0.00029251756,0.0009478138],"domain_scores_gemma":[0.9932999,0.003433353,0.0014961173,0.0013316122,0.0003149666,0.000124075],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.078602865,0.00030651747,0.0015674062,0.00078706007,0.0003824677,0.00015119034,0.0010505092,0.00030084513,0.00045858123],"category_scores_gemma":[0.0011790801,0.0003095565,0.000105777544,0.0006112635,0.00019515284,0.0002619826,0.0005535569,0.0011011625,0.008468396],"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":[0.000030668172,0.000052703603,0.0014931321,0.0011432314,0.0000567934,0.000002103218,0.0022205755,0.000034159562,1.7394822e-7,0.0011536805,0.9937812,0.00003159903],"study_design_scores_gemma":[0.0006895895,0.00006311277,0.0060011703,0.00036882857,0.0000060856974,0.0000020743696,0.0027873018,0.00002352644,8.38936e-7,0.0032597552,0.98648214,0.0003155633],"about_ca_topic_score_codex":0.0048719496,"about_ca_topic_score_gemma":0.001996105,"teacher_disagreement_score":0.07742378,"about_ca_system_score_codex":0.0030728315,"about_ca_system_score_gemma":0.0007273686,"threshold_uncertainty_score":0.9999356},"labels":[],"label_agreement":null},{"id":"W1922203671","doi":"10.15200/winn.144122.23809","title":"How contributing to open source launched my academic career","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Launched; Political science; Physics","score_opus":0.18852022906231689,"score_gpt":0.4331866018012718,"score_spread":0.2446663727389549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1922203671","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046639817,0.0006890387,0.0004200019,0.056888357,0.0025283485,0.0013045437,0.9352501,0.00006405929,0.0023891495],"genre_scores_gemma":[0.003974458,0.000035157216,0.000080801394,0.024681557,0.0040053623,0.00017081527,0.8534566,0.00008694728,0.1135083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99121135,0.00097522454,0.0010920118,0.001307957,0.0042031226,0.0012103529],"domain_scores_gemma":[0.9910321,0.0025660172,0.0011188672,0.0032004998,0.0015272066,0.0005553077],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","open_science"],"category_scores_codex":[0.034068603,0.00053677906,0.0010744066,0.0003819227,0.000646842,0.010328386,0.034900445,0.0011480119,0.0006286778],"category_scores_gemma":[0.058740642,0.0002989171,0.00015836209,0.002089207,0.00020895537,0.0022985083,0.015222996,0.0035437848,0.003389692],"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":[0.000054438166,0.000009154953,0.00017636166,0.000002542419,0.00003639324,0.0000049406876,0.00039710864,0.000024100258,0.0000041678572,0.000025248759,0.9945881,0.00467745],"study_design_scores_gemma":[0.000427146,0.000027110233,0.00010975553,0.000078921665,0.00005859804,0.000015933254,0.0015555352,0.000020635147,0.000019136263,0.002547296,0.9946628,0.00047713114],"about_ca_topic_score_codex":0.0009405265,"about_ca_topic_score_gemma":0.00016494261,"teacher_disagreement_score":0.11111915,"about_ca_system_score_codex":0.00022481974,"about_ca_system_score_gemma":0.00075290934,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W1970937306","doi":"10.15200/winn.141680.08615","title":"Science is broken. Part 1.","year":2014,"lang":"en","type":"article","venue":"The Winnower","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Aeronautics; Computer science; Engineering","score_opus":0.014307834630421016,"score_gpt":0.2795559797063985,"score_spread":0.2652481450759775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970937306","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":[0.8549073,0.00030251837,0.0030510155,0.0078097875,0.0009364163,0.0003095954,0.00001800546,0.000026782467,0.13263862],"genre_scores_gemma":[0.98616385,0.0001264044,0.00030484796,0.0033449454,0.0005395004,0.000004979291,0.000013727321,0.000008741681,0.009492982],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988805,0.000027744394,0.00015278553,0.00018835334,0.00040362516,0.00034700506],"domain_scores_gemma":[0.9990931,0.000015000597,0.00003689905,0.0005789292,0.00015336611,0.00012266643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093318045,0.0000869874,0.00006937344,0.000049123042,0.00019146485,0.000059157137,0.0006384974,0.00006706833,0.000117468924],"category_scores_gemma":[0.0003714354,0.000053192307,0.000044581895,0.00022024794,0.00082202273,0.0000034622146,0.00029061318,0.00008698332,0.00028177915],"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":[0.0000689975,0.000112022084,0.0014220001,0.000036105906,0.000044575117,5.397154e-7,0.00054371194,0.00000700863,0.63211954,0.0018512995,0.27214935,0.09164483],"study_design_scores_gemma":[0.00017172372,0.00019741431,0.0012211227,0.000005054964,0.000003921184,0.0000036895208,0.00005615627,0.00034038266,0.14618234,0.00028008665,0.8514403,0.000097804266],"about_ca_topic_score_codex":0.000005757802,"about_ca_topic_score_gemma":0.0000038833464,"teacher_disagreement_score":0.5792909,"about_ca_system_score_codex":0.0000071394506,"about_ca_system_score_gemma":0.0001426624,"threshold_uncertainty_score":0.3621795},"labels":[],"label_agreement":null},{"id":"W1979445202","doi":"10.15200/winn.142972.29198","title":"PLOS, Please publish our articles on Wednesdays: A look at altmetrics by day of publication","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Publication; Computer science; Curiosity; Data science; Heuristic; Process (computing); Value (mathematics); Mathematics education; Psychology; Artificial intelligence; Social psychology","score_opus":0.11441131213757404,"score_gpt":0.28087269028635026,"score_spread":0.1664613781487762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979445202","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":[0.8475788,0.00076295325,0.0012340533,0.06206177,0.0026236526,0.00097025273,0.00011848783,0.0003849983,0.084265],"genre_scores_gemma":[0.9906997,0.000008371732,0.000026055479,0.0034493918,0.00060154987,0.000018703282,0.00024070307,0.00002354004,0.004931999],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861026,0.00002039913,0.00030383238,0.00025509196,0.0005598146,0.0002506012],"domain_scores_gemma":[0.9981544,0.00005050539,0.00028713787,0.0006756194,0.00080519,0.000027132264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008244,0.00015291099,0.0001570355,0.00027587754,0.00011107408,0.0003902423,0.0006792384,0.000068591464,0.00031998756],"category_scores_gemma":[0.0017524915,0.000102958424,0.000043442615,0.0016652978,0.00006853445,0.0017080039,0.00033107388,0.0001135045,0.0012947893],"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":[0.000071930575,0.0002818683,0.0060524745,0.000036132027,0.000021563488,8.3146784e-7,0.000076519034,0.000013617558,0.0006652153,0.00684198,0.9799376,0.0060002357],"study_design_scores_gemma":[0.00051850994,0.00002522493,0.0026491121,0.00004930474,0.000075878495,0.0000015984891,0.0006194169,0.0024753087,0.0046086702,0.0024289605,0.9862487,0.0002993193],"about_ca_topic_score_codex":0.00021891478,"about_ca_topic_score_gemma":0.000025057212,"teacher_disagreement_score":0.14312086,"about_ca_system_score_codex":0.00004566694,"about_ca_system_score_gemma":0.00003492193,"threshold_uncertainty_score":0.9994828},"labels":[],"label_agreement":null},{"id":"W1999355230","doi":"10.15200/winn.142960.04578","title":"The Polar Bears can Sink or Swim, but the Stock Market needs to Soar","year":2015,"lang":"en","type":"article","venue":"The Winnower","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":"Soar; Sink (geography); Stock (firearms); Business; Polar; Environmental science; Computer science; Geography; Physics; Artificial intelligence; Cartography","score_opus":0.025710377312650752,"score_gpt":0.2803195336454296,"score_spread":0.25460915633277886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999355230","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":[0.6715706,0.00056212087,0.000044787124,0.15193963,0.0007816177,0.00082761917,0.000028878796,0.00014934066,0.17409539],"genre_scores_gemma":[0.85224855,0.000013938807,0.00002028183,0.0025418922,0.00029633485,0.00006316313,0.000004301507,0.000030559826,0.14478096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749,0.00063775555,0.00023798086,0.00021703131,0.000661868,0.0007553791],"domain_scores_gemma":[0.99744225,0.000514864,0.00004104887,0.0013518621,0.00041068226,0.00023930788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022130883,0.00019758652,0.0001642972,0.000055996992,0.00073842745,0.00020576951,0.0013835254,0.00010492605,0.0003843198],"category_scores_gemma":[0.0014492982,0.00008078525,0.00009056406,0.0008765906,0.00035222853,0.00007431615,0.00046904336,0.00039182208,0.00021900125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048927367,0.00025897307,0.0027412903,0.000030946936,0.00046867444,0.00007584373,0.0149675915,0.011720918,0.00030426608,0.2327267,0.6309111,0.10090097],"study_design_scores_gemma":[0.0003246356,0.00016112391,0.0022181824,0.000005373674,0.000017519527,0.000016749604,0.008966308,0.000394832,0.00012499292,0.012944573,0.9746616,0.00016414539],"about_ca_topic_score_codex":0.010909602,"about_ca_topic_score_gemma":0.006759927,"teacher_disagreement_score":0.34375048,"about_ca_system_score_codex":0.00022373933,"about_ca_system_score_gemma":0.00045784825,"threshold_uncertainty_score":0.9956768},"labels":[],"label_agreement":null},{"id":"W2000186553","doi":"10.15200/winn.142960.03016","title":"Investors and the weather","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Risk Management in Financial Firms","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":"Revenue; Business; Finance; Portfolio; Economics","score_opus":0.026481482610521453,"score_gpt":0.20405316162723974,"score_spread":0.17757167901671828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000186553","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":[0.46802142,0.00056140195,0.00017350762,0.04098529,0.0013217834,0.00061420136,4.3430526e-7,0.00016350641,0.48815846],"genre_scores_gemma":[0.97830266,0.000012631656,0.00003056859,0.01171654,0.00140322,0.000023806018,0.0000020536393,0.000022375521,0.0084861275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993838,0.000015993826,0.0001188822,0.00012387734,0.00019857992,0.00015884714],"domain_scores_gemma":[0.9994658,0.000037416215,0.000083527964,0.00034397945,0.00006257664,0.0000066822595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009899529,0.00010157896,0.00009932923,0.00005033087,0.0001601246,0.00023662225,0.00034978252,0.00002516059,0.00006110758],"category_scores_gemma":[0.00018486485,0.000047868874,0.000030526826,0.00029489963,0.0002539075,0.0004031738,0.00031599432,0.00009465069,0.000795522],"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":[0.00009169492,0.000016745405,0.011566845,0.000011342021,0.000024382885,0.0000020924813,0.0005760475,0.000024285755,0.000005019924,0.7356182,0.24682742,0.0052359807],"study_design_scores_gemma":[0.0007619179,0.0000026100865,0.0068860375,0.000006300634,0.000038529237,6.510694e-7,0.00033358313,0.00053612166,0.0000019334486,0.08513801,0.9061998,0.000094477175],"about_ca_topic_score_codex":0.0004608663,"about_ca_topic_score_gemma":0.000038366437,"teacher_disagreement_score":0.6593724,"about_ca_system_score_codex":0.000009513712,"about_ca_system_score_gemma":0.0000070525057,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W2001128529","doi":"10.15200/winn.142960.04687","title":"The Risky Business of Romance","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Agriculture and Rural Development Research","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":"Romance; Advertising; EPIC; History; Art; Business; Literature","score_opus":0.027024615785151973,"score_gpt":0.2316206982489258,"score_spread":0.20459608246377384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001128529","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":[0.9438581,0.00059185864,0.0000016938784,0.03933548,0.00017657988,0.00015000661,0.0000029493497,0.000020727373,0.0158626],"genre_scores_gemma":[0.989982,0.0000916449,0.000008484278,0.00009658082,0.00018407885,0.0000069635516,0.0000068671216,2.6313955e-7,0.009623087],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99936473,0.000046986403,0.000102122685,0.0000760038,0.0002542812,0.00015587492],"domain_scores_gemma":[0.99950606,0.00012869405,0.000043860906,0.0000553866,0.00023022854,0.00003578489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039045783,0.000054994005,0.0000608842,0.000001777088,0.00020396583,0.000030630883,0.0004098734,0.000028055045,0.00006520407],"category_scores_gemma":[0.00006969445,0.000008651755,0.000023779332,0.00043023805,0.000102400656,0.00004844274,0.000096854485,0.00006883306,0.0001222344],"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":[0.00019151924,0.00012887946,0.020016385,0.000006814394,0.000062178144,0.0000040663554,0.00086997065,0.000017814009,0.07119591,0.010165512,0.6363096,0.26103136],"study_design_scores_gemma":[0.000049269584,0.000032486845,0.598866,0.0000060528596,0.0000025086104,0.000002898862,0.0004202866,0.0000039848715,0.0014257479,0.0017927397,0.39734486,0.00005316042],"about_ca_topic_score_codex":0.00016493537,"about_ca_topic_score_gemma":0.00015737893,"teacher_disagreement_score":0.5788496,"about_ca_system_score_codex":0.00000775311,"about_ca_system_score_gemma":0.000011434121,"threshold_uncertainty_score":0.15711166},"labels":[],"label_agreement":null},{"id":"W2031010041","doi":"10.15200/winn.142049.94873","title":"Emergency Physician Satisfaction and Accuracy of Paramedic Handover Information: A pilot study","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Handover; Likert scale; Patient satisfaction; Medical emergency; Emergency physician; Medicine; Psychological intervention; Information transmission; Health care; Emergency department; Emergency medicine; Psychology; Nursing; Computer science; Telecommunications","score_opus":0.040189328121207644,"score_gpt":0.31157910656162047,"score_spread":0.27138977844041284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031010041","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":[0.9877674,0.0008460667,0.00004170612,0.0012035865,0.0005261657,0.00045416813,0.0000052718524,0.000023716788,0.00913194],"genre_scores_gemma":[0.99906516,0.00025373933,0.000015806841,0.00032113446,0.00014937964,0.000019135165,0.0000056122985,0.0000045518004,0.00016550801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933654,0.00002912366,0.00023689732,0.00006627299,0.00023830919,0.000092859846],"domain_scores_gemma":[0.99934053,0.0000293242,0.00010487537,0.00019816631,0.0002844994,0.00004262691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020492788,0.000083735984,0.00015908458,0.000035512046,0.00006133564,0.000004068222,0.000038032635,0.000012894939,0.00005850375],"category_scores_gemma":[0.0002953212,0.000050403018,0.00001919142,0.00021295849,0.000056298417,0.00023801088,0.000046055426,0.000084716616,0.00002677435],"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":[0.0016062877,0.0008637211,0.5488364,0.00017825796,0.00089474826,0.000005354415,0.058769956,0.0000105497875,0.0011571441,0.00093593285,0.32762495,0.05911671],"study_design_scores_gemma":[0.0040098066,0.0040713763,0.9382916,0.00007091523,0.00039225607,0.000012686318,0.023311632,0.000057660145,0.0003067668,0.0009286398,0.028348826,0.00019783333],"about_ca_topic_score_codex":0.00016096047,"about_ca_topic_score_gemma":0.000033764703,"teacher_disagreement_score":0.3894552,"about_ca_system_score_codex":0.000011685188,"about_ca_system_score_gemma":0.00003516194,"threshold_uncertainty_score":0.20553754},"labels":[],"label_agreement":null},{"id":"W2089168666","doi":"10.15200/winn.142954.43069","title":"Does Geographic Diversification Work to Mitigate a Company's Weather Risk?","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Insurance and Financial Risk Management","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":"Diversification (marketing strategy); Business; Risk management; Extreme weather; Quarter (Canadian coin); Finance; Geography; Marketing; Climate change","score_opus":0.026741711822848128,"score_gpt":0.20561443744489138,"score_spread":0.17887272562204326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089168666","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":[0.95443416,0.0005716408,0.0031041147,0.005333971,0.0013202389,0.0004711475,0.00007457737,0.00006528132,0.034624856],"genre_scores_gemma":[0.99508655,0.00009372702,0.00017723699,0.00070431776,0.00017608453,0.00003779737,0.0000062896493,0.000015343188,0.003702635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991652,0.000019218947,0.0002677496,0.00025674378,0.000053068008,0.00023803046],"domain_scores_gemma":[0.99920183,0.000018379695,0.00017234811,0.00048686788,0.0000486916,0.000071853945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007285319,0.000111674446,0.00017898438,0.00013808747,0.00015321224,0.00006779011,0.0003517192,0.000043727916,0.000095653915],"category_scores_gemma":[0.000066280256,0.0000729442,0.000076274635,0.0005058912,0.000056905814,0.000117223164,0.000092719056,0.000110845875,0.0037090692],"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":[0.00009674447,0.0000923049,0.8701075,0.0000050397684,0.00007278119,0.0000019320303,0.0041307607,0.0004400346,0.000002063262,0.09652355,0.02036486,0.008162477],"study_design_scores_gemma":[0.00026949213,0.000027928656,0.5083769,0.000008139093,0.000008024671,1.1341035e-7,0.00019738126,0.00007579338,0.000009216557,0.03292777,0.45794168,0.00015754646],"about_ca_topic_score_codex":0.00044317983,"about_ca_topic_score_gemma":0.000044595883,"teacher_disagreement_score":0.43757683,"about_ca_system_score_codex":0.000043248718,"about_ca_system_score_gemma":0.000006228298,"threshold_uncertainty_score":0.9970667},"labels":[],"label_agreement":null},{"id":"W2092865317","doi":"10.15200/winn.142960.03096","title":"Caught in a Snow Daze","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Rural development and sustainability","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":"Snow; Geology; Meteorology; Geography","score_opus":0.027941309899866033,"score_gpt":0.2244294150869827,"score_spread":0.19648810518711665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092865317","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":[0.964894,0.000047703637,2.3624317e-7,0.02512546,0.00009255371,0.00010951015,0.000001067162,0.000021466316,0.009707991],"genre_scores_gemma":[0.9913083,0.0000025098373,0.000009399596,0.00034574306,0.00008015561,0.000007756228,0.000008031163,2.1526189e-7,0.008237888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948275,0.000054142463,0.00009275958,0.00009856434,0.00011423533,0.00015756584],"domain_scores_gemma":[0.9997886,0.0000639189,0.000016066026,0.000043992222,0.00004709389,0.000040349325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041545482,0.000053698663,0.00006227508,0.0000037405202,0.00004537506,0.000023854453,0.00018853525,0.000029586412,0.00016639441],"category_scores_gemma":[0.00011041465,0.000013001235,0.000019601299,0.0002736791,0.0000368514,0.00006777627,0.000060037535,0.000063353786,0.000086008215],"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":[0.00024707074,0.0003534891,0.47698125,0.00000766683,0.000020580363,0.0000419382,0.0069233566,0.000019301828,0.012952477,0.0064325305,0.3080628,0.18795754],"study_design_scores_gemma":[0.00013219715,0.000026684495,0.6243911,0.0000050017243,0.000001387485,0.000002399882,0.0016123168,0.0000197151,0.0004108892,0.012784804,0.36049885,0.000114690345],"about_ca_topic_score_codex":0.00018324539,"about_ca_topic_score_gemma":0.001167188,"teacher_disagreement_score":0.18784285,"about_ca_system_score_codex":0.000033145265,"about_ca_system_score_gemma":0.0000121797475,"threshold_uncertainty_score":0.18219022},"labels":[],"label_agreement":null},{"id":"W2123146662","doi":"10.15200/winn.141827.77297","title":"Educational Scholarship in the Digital Age: A Scoping Review and Analysis of Scholarly Products","year":2014,"lang":"en","type":"review","venue":"The Winnower","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Scholarship; Digital scholarship; Thematic analysis; Computer science; Taxonomy (biology); World Wide Web; Data science; Library science; Sociology; Qualitative research; Social science; Political science; Biology","score_opus":0.22764285976761162,"score_gpt":0.4974308442444337,"score_spread":0.26978798447682206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123146662","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011640158,0.98050463,3.7853255e-7,0.012849017,0.00065542443,0.0041115615,0.000011181065,0.000008729483,0.0017426948],"genre_scores_gemma":[0.00038308935,0.9970702,0.000029856512,0.0005468792,0.0007387399,0.0010391902,0.00008661148,0.000014302941,0.00009112849],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612623,0.0019354917,0.00072945195,0.00030826693,0.0006334671,0.00026708064],"domain_scores_gemma":[0.993251,0.0051590884,0.0006482825,0.0005740475,0.00030517406,0.0000623547],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00752173,0.00017550844,0.001111241,0.00030270434,0.00033288478,0.0004424959,0.000886576,0.00016554538,0.00006647468],"category_scores_gemma":[0.035285145,0.00010567892,0.00017489152,0.004622264,0.00040498885,0.0005027867,0.00005625847,0.0006269548,0.00002563632],"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":[0.0000012536128,0.00010603717,0.0020364523,0.0608572,0.00029200542,3.5744753e-7,0.01601992,6.094512e-8,1.9512616e-8,0.009625553,0.0005883593,0.9104728],"study_design_scores_gemma":[0.000026829906,0.000008674665,0.003880703,0.06660445,0.0028544064,0.000001008015,0.00024676806,4.610329e-8,8.300787e-9,0.0004074737,0.92580765,0.00016195087],"about_ca_topic_score_codex":0.0002809438,"about_ca_topic_score_gemma":0.00039075236,"teacher_disagreement_score":0.9252193,"about_ca_system_score_codex":0.00015772591,"about_ca_system_score_gemma":0.0025478967,"threshold_uncertainty_score":0.9728411},"labels":[],"label_agreement":null},{"id":"W2173900503","doi":"10.15200/winn.144380.08480","title":"Embracing Participatory Culture in Education","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Participatory culture; Citizen journalism; Sociology; Media studies; Computer science; World Wide Web","score_opus":0.06358934705697773,"score_gpt":0.410541089433715,"score_spread":0.34695174237673726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173900503","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004008595,0.0042303326,7.35525e-8,0.019481296,0.023757631,0.0014358066,0.85229206,0.000104561215,0.09468966],"genre_scores_gemma":[0.0052561755,0.00031473688,0.000016411886,0.0049447133,0.0025858174,0.00012995297,0.9686541,0.0000100494435,0.018088039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879265,0.00029811848,0.00017437503,0.0001610939,0.00033669456,0.00023704019],"domain_scores_gemma":[0.9991516,0.000028142,0.00011326857,0.00030732938,0.00029105507,0.000108645894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007173128,0.000117080715,0.00012545231,0.00004728154,0.00020383183,0.00009760415,0.0004349126,0.00020486883,0.00035126004],"category_scores_gemma":[0.0007952137,0.00007587829,0.00003557619,0.00030697952,0.00014636618,0.00011986698,0.000041242685,0.000291447,0.00067580637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030089236,0.0000672885,0.0000033668598,0.0000055930523,0.000003990124,2.7896067e-7,0.03413632,0.0000015580899,9.147399e-7,0.0003642686,0.96521723,0.00019615648],"study_design_scores_gemma":[0.000056927962,0.0000032893552,0.00011413684,0.000041735555,0.000018741823,4.692816e-7,0.022256605,2.1762715e-7,7.0273256e-7,0.0004110455,0.9769829,0.00011326327],"about_ca_topic_score_codex":0.013105112,"about_ca_topic_score_gemma":0.014855511,"teacher_disagreement_score":0.116362065,"about_ca_system_score_codex":0.00028821747,"about_ca_system_score_gemma":0.0011533304,"threshold_uncertainty_score":0.99346673},"labels":[],"label_agreement":null},{"id":"W2176602576","doi":"10.15200/winn.144842.20295","title":"Teaching Open Science","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Research Data Management Practices","field":"Computer 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":"Syllabus; Open science; Computer science; Process (computing); Graduate students; Mathematics education; Psychology; Library science; Pedagogy; Mathematics","score_opus":0.1546858394041231,"score_gpt":0.4386236280975025,"score_spread":0.2839377886933794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176602576","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000030320657,0.00013406455,0.004623726,0.019683061,0.0015818035,0.0011600726,0.9223376,0.0000930807,0.050383586],"genre_scores_gemma":[0.0000368678,0.00022601201,0.006913696,0.004157555,0.00061745575,0.00011655092,0.9637206,0.000023386432,0.02418786],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959562,0.00043702972,0.00023565043,0.0008890818,0.0019153012,0.000566772],"domain_scores_gemma":[0.99207807,0.00026010413,0.00027009635,0.00700197,0.00022534028,0.00016441585],"candidate_categories":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.017203309,0.00020928858,0.00019890508,0.00031937158,0.000735379,0.019767705,0.07790623,0.000056840876,0.000052871605],"category_scores_gemma":[0.0027271828,0.00013039118,0.000027767466,0.0010377628,0.000411697,0.042261265,0.051273447,0.0009919291,0.0012957741],"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":[0.000003567245,0.000038493945,3.795542e-7,0.000010357,0.000015295682,0.000016955972,0.000042049858,0.000001824305,0.0000039812367,0.019666633,0.9778132,0.0023872715],"study_design_scores_gemma":[0.00010310716,0.00003969307,0.00001131682,0.000025107309,0.00001055165,0.000009465688,0.00002186817,0.00017185195,0.0000040629457,0.0013936879,0.9980237,0.00018556966],"about_ca_topic_score_codex":0.0022642897,"about_ca_topic_score_gemma":0.00008241272,"teacher_disagreement_score":0.041383047,"about_ca_system_score_codex":0.00014677833,"about_ca_system_score_gemma":0.000989287,"threshold_uncertainty_score":0.99948186},"labels":[{"model":"gemma","categories":["open_science"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["open_science"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2185397628","doi":"10.15200/winn.144897.73418","title":"World AIDS Day AMA: We’re Drs. Marina Klein and Jean-Pierre Routy and we’re here on World AIDS Day to discuss the pathology and epidemiology of HIV infection.","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Hepatitis C virus 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":"Epidemiology; Human immunodeficiency virus (HIV); Medicine; Hepatitis C; Family medicine; Immunology; Virology; Pathology","score_opus":0.06221616208976384,"score_gpt":0.36118502909295347,"score_spread":0.29896886700318964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185397628","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062103406,0.018605534,0.00010761356,0.09278956,0.002183573,0.00586677,0.81066203,0.00016754867,0.0075139683],"genre_scores_gemma":[0.22846149,0.044986907,0.0007422467,0.014678369,0.0055411654,0.0012988133,0.5649021,0.0006206959,0.13876821],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99433327,0.0024549372,0.00087162387,0.00096740096,0.00055679557,0.0008159868],"domain_scores_gemma":[0.9936937,0.0033282738,0.00034196413,0.0019637106,0.00023390334,0.00043844315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005288067,0.00065238803,0.0015756187,0.00076559663,0.0002672864,0.000043490167,0.000542789,0.0004883218,0.0008887936],"category_scores_gemma":[0.0039113187,0.0003524758,0.00011941532,0.0009150111,0.001253276,0.00011464586,0.0013317503,0.0021112522,0.00014498424],"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":[0.0003299758,0.0001146911,0.075436495,0.0002735644,0.00021653334,0.000120385805,0.0005061088,0.0000065678537,0.000011933024,0.00019601549,0.8976854,0.025102304],"study_design_scores_gemma":[0.0012341115,0.0009739599,0.04366152,0.00057272526,0.0002839888,0.00005852627,0.00019868804,0.000024773015,0.000010151222,0.0006810426,0.95194983,0.00035067182],"about_ca_topic_score_codex":0.0010848123,"about_ca_topic_score_gemma":0.017083095,"teacher_disagreement_score":0.24575992,"about_ca_system_score_codex":0.00014906791,"about_ca_system_score_gemma":0.00019819122,"threshold_uncertainty_score":0.9998927},"labels":[],"label_agreement":null},{"id":"W2203056282","doi":"10.15200/winn.144060.05806","title":"I am here to talk about the science behind visualization. I am Prof. Tamara Munzner from the University of British Columbia. Ask Me Anything!","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","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":"Visualization; World Wide Web; Computer science; Reading (process); Graphics; Library science; Computer graphics (images); Law; Artificial intelligence; Political science","score_opus":0.01441948274536258,"score_gpt":0.2708092614762815,"score_spread":0.2563897787309189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203056282","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08230455,0.0013041837,0.0001608197,0.0019974704,0.00079867616,0.0013813522,0.9114845,0.000014127133,0.00055432797],"genre_scores_gemma":[0.051933415,0.0033303474,0.00024874383,0.004422007,0.0019011663,0.00002566359,0.91242814,0.00007052886,0.02563997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976475,0.00017312434,0.00031432355,0.00039432957,0.0010455342,0.00042516948],"domain_scores_gemma":[0.99749,0.00007278533,0.00022265293,0.0013026705,0.0007261174,0.00018580991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001556766,0.00017516143,0.00022867908,0.000031556072,0.0005241185,0.00029433603,0.0027577924,0.0003001258,0.00023803976],"category_scores_gemma":[0.00089483673,0.00013260107,0.0000976629,0.00033847842,0.0023285563,0.000011583488,0.001506976,0.0003493959,0.00007555102],"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":[0.000023737428,0.000055158533,0.00007796525,0.000024322833,0.000061645704,0.000002645839,0.00028729334,0.0000059508575,0.001575253,8.4413483e-7,0.99682987,0.0010553077],"study_design_scores_gemma":[0.00027765182,0.00017816263,0.002340651,0.00008031609,0.000056706107,0.000007755352,0.0012381356,0.000042868713,0.00035525404,0.000047024594,0.9951715,0.00020399303],"about_ca_topic_score_codex":0.013796996,"about_ca_topic_score_gemma":0.020018237,"teacher_disagreement_score":0.030371135,"about_ca_system_score_codex":0.00004434408,"about_ca_system_score_gemma":0.0007793119,"threshold_uncertainty_score":0.9978639},"labels":[],"label_agreement":null},{"id":"W2222075265","doi":"","title":"Forever Young: A Rationale for Dividing the Juvenile Book Category","year":2016,"lang":"en","type":"article","venue":"The Winnower","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Trilogy; Subject (documents); History; Advertising; Media studies; Library science; Law; Political science; Art history; Sociology; Business; Computer science","score_opus":0.023568355102028503,"score_gpt":0.22570866388880056,"score_spread":0.20214030878677205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222075265","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":[0.030523825,0.009566011,0.0117439665,0.15865482,0.006134814,0.0030183806,0.0006000456,0.00040879194,0.7793493],"genre_scores_gemma":[0.68083733,0.0000071656245,0.000022230293,0.002270686,0.0013362145,0.0001110296,0.000010591082,0.000016046422,0.3153887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935555,0.00004067347,0.00016290016,0.00012722154,0.00014013177,0.00017350526],"domain_scores_gemma":[0.99905246,0.00035355223,0.00007472578,0.00037966666,0.00012375126,0.00001584767],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034903642,0.00009895072,0.00010061759,0.000030416284,0.0005504943,0.00015633313,0.00032678366,0.000022143045,0.0039739185],"category_scores_gemma":[0.000062208936,0.000036994814,0.00013111137,0.000028728506,0.0002208711,0.00026934347,0.000052267875,0.000055337445,0.00014651188],"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":[0.000016970016,0.000011106861,0.000026163809,0.000003381017,0.00007937142,1.6226122e-7,0.021423474,9.3336854e-7,0.00022547739,0.627036,0.35042524,0.00075173867],"study_design_scores_gemma":[0.00017047262,0.000014900424,0.000024831807,0.000012493025,0.000065444176,0.000001369017,0.0007913505,0.000019255653,0.00024613197,0.035008565,0.9635632,0.000081987855],"about_ca_topic_score_codex":0.000012915542,"about_ca_topic_score_gemma":0.00013606048,"teacher_disagreement_score":0.6503135,"about_ca_system_score_codex":0.00002365422,"about_ca_system_score_gemma":0.00002132267,"threshold_uncertainty_score":0.99693656},"labels":[],"label_agreement":null},{"id":"W2278593049","doi":"10.15200/winn.145580.08184","title":"“Sorry, we will only allow you to email the PDF to one researcher”….","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Social Media in Health Education","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":"Yesterday; Phone; World Wide Web; Reading (process); Citation; Internet privacy; Media studies; Computer science; History; Library science; Sociology; Political science; Law; Linguistics","score_opus":0.15985236403501513,"score_gpt":0.44352841013268635,"score_spread":0.2836760460976712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278593049","genre_codex":"commentary","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006644225,0.0003383354,0.000009151415,0.5328759,0.0111755645,0.00497772,0.44608623,0.00006157113,0.003811109],"genre_scores_gemma":[0.0011208458,0.011657799,0.00048191313,0.070181206,0.11126763,0.01536009,0.649076,0.00038353182,0.140471],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99453086,0.001587336,0.0004369054,0.0005147179,0.0018673369,0.001062868],"domain_scores_gemma":[0.99267155,0.0045573954,0.00020536945,0.0015452176,0.0004881608,0.00053228927],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005653935,0.00026861398,0.00035036902,0.00018506852,0.0014006925,0.00021034178,0.0029567464,0.0004270972,0.007816805],"category_scores_gemma":[0.015949918,0.00015846,0.000103045524,0.0012233737,0.0005897118,0.00016026602,0.00039601472,0.0008033679,0.016013514],"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":[0.0000386785,0.00006108061,0.000031476906,0.000023357168,0.000026290361,9.203377e-7,0.0168682,2.1316635e-7,0.0000030623057,0.00048306424,0.97272223,0.009741425],"study_design_scores_gemma":[0.000085559135,0.0000813604,0.0006562849,0.0002252601,0.00002981312,3.9627423e-7,0.0024866783,4.1984304e-8,0.000002253284,0.0015018231,0.99470025,0.00023028885],"about_ca_topic_score_codex":0.03430141,"about_ca_topic_score_gemma":0.047819868,"teacher_disagreement_score":0.46269467,"about_ca_system_score_codex":0.00079937495,"about_ca_system_score_gemma":0.00279417,"threshold_uncertainty_score":0.9998993},"labels":[],"label_agreement":null},{"id":"W2281016040","doi":"10.15200/winn.145623.30393","title":"Science AMA Series: We recently published a manuscript that showed modern humans had sex with Neandertals approximately 100,000 years ago, which is ~50,000 years earlier than previously known human/Nea","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); History; Evolutionary biology; Biology; Genealogy; Geography; Paleontology","score_opus":0.051653717889983866,"score_gpt":0.3334753885024653,"score_spread":0.2818216706124814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281016040","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13962811,0.0014131411,0.00002649907,0.008011435,0.005141714,0.01050181,0.8115296,0.0005537423,0.023193961],"genre_scores_gemma":[0.0611611,0.010312911,0.0003023589,0.01872016,0.0064391964,0.005822926,0.4814788,0.0013283836,0.41443413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906791,0.0006692095,0.0012437061,0.0018815349,0.0014805032,0.0040459856],"domain_scores_gemma":[0.9935618,0.00027623054,0.0011932246,0.003604194,0.00096372707,0.00040084554],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037074068,0.0010715255,0.0015806024,0.00070909155,0.0073953383,0.00041322902,0.003361623,0.0011154895,0.009567516],"category_scores_gemma":[0.0001978923,0.0006889573,0.00018660749,0.001209628,0.0013866714,0.000952657,0.0020752177,0.002369879,0.0015873238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025796655,0.00020642208,0.0010861007,0.0003981964,0.00032726856,0.000038909846,0.044100415,0.0000022757984,0.000037461705,0.00008637546,0.95313776,0.00032086938],"study_design_scores_gemma":[0.0014231377,0.00061130384,0.004593397,0.00070204906,0.00026974568,0.00002266199,0.0102326935,0.0000056793965,0.000008145437,0.00043066635,0.9806874,0.0010131566],"about_ca_topic_score_codex":0.0060531804,"about_ca_topic_score_gemma":0.051692724,"teacher_disagreement_score":0.39124018,"about_ca_system_score_codex":0.00089406304,"about_ca_system_score_gemma":0.0021934889,"threshold_uncertainty_score":0.9999317},"labels":[],"label_agreement":null},{"id":"W2287121251","doi":"10.15200/winn.144965.59226","title":"PLOS Science Wednesday: Hi Reddit, we’re Lara Aknin, Kiley Hamlin, and Elizabeth Dunn. We published a paper in PLOS ONE that found toddlers experience happiness when sharing with others, which is consi","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Happiness; Generosity; Psychology; Action (physics); Developmental Science; Positive psychology; Media studies; Social psychology; Sociology; Developmental psychology; Law","score_opus":0.06647148826073908,"score_gpt":0.2911642115781994,"score_spread":0.22469272331746032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287121251","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.124495335,0.018095842,0.000031382675,0.15858811,0.017423673,0.008580213,0.64430517,0.000607063,0.027873203],"genre_scores_gemma":[0.13342965,0.011277541,0.0014700955,0.087745026,0.009802987,0.002518754,0.64185995,0.0010057221,0.11089028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955173,0.0001344383,0.0005923458,0.0014967464,0.0013643353,0.00089484046],"domain_scores_gemma":[0.99742913,0.00009358228,0.00037472183,0.001311927,0.00048685577,0.0003037928],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008934098,0.0006522778,0.0007489116,0.0003722566,0.0005376731,0.0007494546,0.0015834819,0.0003991142,0.0040809223],"category_scores_gemma":[0.00012189249,0.0004537273,0.000063260406,0.0011542203,0.0011875539,0.00074279046,0.0005258085,0.0009608952,0.00018145895],"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":[0.0002888652,0.00066497293,0.0017896348,0.0001489227,0.0002148764,0.000024879264,0.016069654,0.00000112442,0.000041856743,0.00019251603,0.980371,0.00019171182],"study_design_scores_gemma":[0.0019962203,0.000090864014,0.0071506277,0.0031658022,0.00009537013,0.000027222952,0.0038599782,0.000009961562,0.000020273816,0.001278243,0.9814195,0.0008859489],"about_ca_topic_score_codex":0.0005485145,"about_ca_topic_score_gemma":0.0008344064,"teacher_disagreement_score":0.08301707,"about_ca_system_score_codex":0.00019041367,"about_ca_system_score_gemma":0.00066858414,"threshold_uncertainty_score":0.99979144},"labels":[],"label_agreement":null},{"id":"W2287742795","doi":"10.15200/winn.145018.83002","title":"American Chemical Society AMA: We’re Melody Bomgardner of Chemical & Engineering News and Anndrea Hermann of Hemp Technologies and The Ridge International Cannabis Consulting here to discuss the chemis","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Cassava research and cyanide","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":"Officer; Alliance; Agriculture; Political science; Engineering; Management; Library science; Business; Law; Geography; Archaeology; Economics","score_opus":0.016477054640428854,"score_gpt":0.2519951668934593,"score_spread":0.23551811225303043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287742795","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":[0.7459927,0.0007334149,5.14796e-7,0.04474032,0.000068790236,0.00043095218,0.2079374,0.000039063183,0.00005679978],"genre_scores_gemma":[0.89427936,0.0015695123,0.00011655149,0.00049080804,0.000706617,0.00017993241,0.10218485,0.000009815112,0.0004625515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866074,0.000043413376,0.0002896818,0.00028920194,0.00042996334,0.00028702468],"domain_scores_gemma":[0.9989936,0.00034181518,0.00018797445,0.00023204692,0.00017191518,0.00007265511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890572,0.000228849,0.0003805581,0.000010553578,0.00007762526,0.000064648244,0.0009354854,0.00012827516,0.000041096762],"category_scores_gemma":[0.00068207,0.000062241365,0.00012268852,0.00030867968,0.0011727876,0.0000403164,0.0010060177,0.00048090442,0.0000030917265],"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":[0.00010086404,0.00002827138,0.000108897504,0.000027658276,0.00010597541,7.2278596e-7,0.00027405703,0.0000010242999,0.10983281,0.000009495818,0.88233304,0.0071771545],"study_design_scores_gemma":[0.00038280277,0.000045958444,0.00029191904,0.00008632303,0.000053224878,0.000023223445,0.005244684,0.000037791444,0.016436089,0.0000672164,0.9770847,0.0002460475],"about_ca_topic_score_codex":0.0014441935,"about_ca_topic_score_gemma":0.00040741076,"teacher_disagreement_score":0.14828661,"about_ca_system_score_codex":0.00003566684,"about_ca_system_score_gemma":0.000024688827,"threshold_uncertainty_score":0.43211848},"labels":[],"label_agreement":null},{"id":"W2289958404","doi":"10.15200/winn.144439.91844","title":"Science AMA Series: We are a team of scientists, including diabetes specialist and dermatologists, trialling a new treatment for type 1 diabetes.","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","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":"Diabetology; Medicine; Type 2 diabetes; Diabetes mellitus; Repurposing; Family medicine; Endocrinology","score_opus":0.046835228820751064,"score_gpt":0.31302071392381087,"score_spread":0.2661854851030598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289958404","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18802373,0.015363357,0.0000059365334,0.0011426674,0.0016020437,0.0012929268,0.7923573,0.000021481874,0.00019052946],"genre_scores_gemma":[0.04020011,0.008721072,0.00057030533,0.0008103748,0.0022280363,0.0001506661,0.94414634,0.00012318637,0.0030498826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833083,0.000052656138,0.0003387423,0.00051033753,0.0002641757,0.0005032397],"domain_scores_gemma":[0.9984981,0.00005280242,0.0004538536,0.000577776,0.00028638638,0.00013110251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062800833,0.000314691,0.0004884832,0.00013829915,0.0002810779,0.00014269062,0.0005944696,0.00023125153,0.000010969255],"category_scores_gemma":[0.00076197914,0.00022448563,0.00011453508,0.00044354232,0.00069763046,0.000013699593,0.00035147002,0.00009021773,0.000003943987],"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":[0.00005663263,0.00008611514,0.00073347415,0.00008503176,0.0001506285,3.5899987e-7,0.000047365742,0.0000067305987,0.0046581645,0.000017812035,0.99342334,0.00073435967],"study_design_scores_gemma":[0.0011114635,0.00048938836,0.00004451493,0.00013479206,0.00016382372,0.000001055496,0.00014772317,0.000012152798,0.006930829,0.00028307905,0.99039686,0.0002843386],"about_ca_topic_score_codex":0.000031830365,"about_ca_topic_score_gemma":0.00016098272,"teacher_disagreement_score":0.15178904,"about_ca_system_score_codex":0.00007276138,"about_ca_system_score_gemma":0.00082808774,"threshold_uncertainty_score":0.91542584},"labels":[],"label_agreement":null},{"id":"W2299960721","doi":"10.15200/winn.144703.34527","title":"Move over DNA: Here comes forensic pollen analysis","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","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":"Forensic science; Pollen; Computational biology; Computer science; Biology; Genetics; Botany","score_opus":0.014902870735275091,"score_gpt":0.2995901337970567,"score_spread":0.2846872630617816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299960721","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011973904,0.0029084415,0.00002021076,0.0005727834,0.00030633685,0.00033927037,0.9825198,0.000008821143,0.0013504486],"genre_scores_gemma":[0.003963848,0.00049034826,0.00003232275,0.0007360714,0.00073049375,0.00002430161,0.980544,0.000029111101,0.01344953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981569,0.00014003097,0.00026980782,0.0004892532,0.0005209035,0.00042307228],"domain_scores_gemma":[0.9976903,0.000029175264,0.00013484145,0.0017818683,0.0002350358,0.00012872939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004422608,0.00032112445,0.00041092763,0.00013049366,0.00010205521,0.000059872233,0.00083686045,0.0004236946,0.0004536207],"category_scores_gemma":[0.00013563532,0.00020758656,0.00032311227,0.00042044884,0.0003368529,0.0000018560094,0.0005684164,0.00029105126,0.00028863287],"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":[0.000060795053,0.00002929241,0.00013953609,0.0000135057335,0.0013296029,0.0000057128455,0.000013742645,0.000028324117,0.00018471545,0.000004793276,0.9978809,0.00030908288],"study_design_scores_gemma":[0.00033008162,0.000115086434,0.0006897642,0.0000073783135,0.00050746405,0.0000060900493,0.000079045756,0.000013634868,0.00051986345,0.00013270354,0.9973233,0.00027563376],"about_ca_topic_score_codex":0.00031658376,"about_ca_topic_score_gemma":0.0005914498,"teacher_disagreement_score":0.012099082,"about_ca_system_score_codex":0.000026295571,"about_ca_system_score_gemma":0.00022893403,"threshold_uncertainty_score":0.8465134},"labels":[],"label_agreement":null},{"id":"W2308780325","doi":"10.15200/winn.145389.97004","title":"We’re Ruã Daros, João Costa, Marina von Keyserlingk, Maria Hötzel, Heather Neave and Daniel Weary. We recently published a study in PLOS ONE that found dairy calves experience emotional effects when undergoing routine procedures, such dehorning – AUA!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","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; Genealogy; Media studies; Art; Sociology","score_opus":0.024137887918762826,"score_gpt":0.25925830887378926,"score_spread":0.23512042095502644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308780325","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":[0.9310978,0.010763567,0.00017161755,0.0035086283,0.0013139708,0.00394374,0.048811533,0.000057795292,0.0003313177],"genre_scores_gemma":[0.7838808,0.00848526,0.0003769603,0.0005561667,0.0027583432,0.00039476962,0.19493374,0.00020951315,0.008404446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967884,0.00031205037,0.0004913965,0.0013237436,0.000525059,0.00055938575],"domain_scores_gemma":[0.9981586,0.00008697506,0.0003327111,0.001143265,0.0001542277,0.00012422251],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006357353,0.0005593613,0.0004872939,0.00013773984,0.00031601507,0.00028096716,0.00060653995,0.00046477377,0.00009568887],"category_scores_gemma":[0.00043530928,0.000400174,0.00008715609,0.00016602324,0.00023082334,0.00003639513,0.00081955607,0.0005157489,0.000007909615],"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":[0.0017768339,0.002142611,0.023838466,0.00096548087,0.000941582,0.000047106718,0.003105467,0.000022991157,0.06203066,0.000024857976,0.9039276,0.0011762884],"study_design_scores_gemma":[0.008171384,0.0047837277,0.062218532,0.004269857,0.0008054765,0.00017685012,0.0050918497,0.00006556883,0.016504662,0.0008244512,0.8938457,0.003241944],"about_ca_topic_score_codex":0.00017711465,"about_ca_topic_score_gemma":0.00094941346,"teacher_disagreement_score":0.14721704,"about_ca_system_score_codex":0.00009014463,"about_ca_system_score_gemma":0.00033422434,"threshold_uncertainty_score":0.999845},"labels":[],"label_agreement":null},{"id":"W2340127958","doi":"10.15200/winn.146161.19055","title":"Families and Work: Making it Work. Full Transcript of Directed Discussion on Family and Work Balance at Pacifichem Conference 2015, Honolulu, HI, USA","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Demographics; Balance (ability); Public relations; Library science; Sociology; Gender balance; Political science; Psychology; Engineering; Computer science; Gender studies","score_opus":0.03569456644157625,"score_gpt":0.2927524830627363,"score_spread":0.25705791662116007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340127958","genre_codex":"dataset","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":[0.17851222,0.02594151,0.00006093253,0.026529407,0.006001646,0.003365218,0.7420697,0.00054437,0.016974997],"genre_scores_gemma":[0.76821154,0.09329054,0.000259856,0.0012692086,0.0023903132,0.00032044496,0.08697483,0.00024025778,0.047042996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629354,0.0005669184,0.00055432797,0.0008717162,0.00088253844,0.0008309826],"domain_scores_gemma":[0.99742186,0.000700216,0.0005050916,0.0010304527,0.00017581001,0.00016654376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010354455,0.0006143635,0.00084125483,0.00016599866,0.0006176756,0.00016749327,0.0010196299,0.0006436705,0.0004182754],"category_scores_gemma":[0.00020718653,0.00034578118,0.0001155469,0.0007034657,0.001774778,0.00020861882,0.00031984822,0.00064259785,0.00009083015],"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":[0.00047993346,0.00005943729,0.0063160295,0.00006447466,0.00007321493,0.0000051101074,0.0063601607,5.6524686e-7,0.00018082313,0.000040098643,0.9819601,0.0044600437],"study_design_scores_gemma":[0.0005194332,0.00006404452,0.037206683,0.0034023526,0.00009432067,0.0000011583538,0.0034103696,2.974013e-7,0.000017690933,0.00017047269,0.9544523,0.0006608994],"about_ca_topic_score_codex":0.00013906255,"about_ca_topic_score_gemma":0.0012189248,"teacher_disagreement_score":0.65509486,"about_ca_system_score_codex":0.00017078506,"about_ca_system_score_gemma":0.00013904617,"threshold_uncertainty_score":0.99989945},"labels":[],"label_agreement":null},{"id":"W2407308712","doi":"10.15200/winn.146368.81155","title":"Mistaking the symptom for the disease: preprints in biomedical science","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Academic Publishing and Open Access","field":"Decision 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":"Preprint; Psychology; Sociology; Computer science; World Wide Web","score_opus":0.09468351920245706,"score_gpt":0.44198356688310736,"score_spread":0.3473000476806503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407308712","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006018253,0.0006086267,0.000804541,0.0684497,0.0036771768,0.0012682253,0.92385197,0.000023840492,0.0007140792],"genre_scores_gemma":[0.33521786,0.0015797802,0.00015827492,0.05694578,0.021380316,0.003959772,0.4997271,0.00028500846,0.080746084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99377686,0.00036405862,0.0007704072,0.0009369913,0.00352684,0.00062484556],"domain_scores_gemma":[0.98352754,0.011614198,0.0005880858,0.003735669,0.00035871466,0.00017581247],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030273987,0.000247163,0.00029027392,0.00029165967,0.0011429931,0.0023773806,0.023456562,0.00019156886,0.0010783878],"category_scores_gemma":[0.0434759,0.0000751187,0.00014377746,0.0019482486,0.0028228012,0.0008100302,0.0025348845,0.00087460876,0.0006909231],"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":[0.00004026892,0.00001918154,0.00017931798,0.000003506799,0.000009765167,0.000001925821,0.0001308383,0.0000042074616,0.0000029074201,0.00023699098,0.98707914,0.012291961],"study_design_scores_gemma":[0.00017277998,0.0000042360293,0.0042270725,0.000101054946,0.000025574853,0.00000386979,0.0001805052,0.00020171939,0.0000029593828,0.009559705,0.98537636,0.00014416546],"about_ca_topic_score_codex":0.00014485243,"about_ca_topic_score_gemma":0.000044882083,"teacher_disagreement_score":0.42412487,"about_ca_system_score_codex":0.000116176176,"about_ca_system_score_gemma":0.0010634935,"threshold_uncertainty_score":0.9998909},"labels":[],"label_agreement":null},{"id":"W2408771376","doi":"10.15200/winn.146857.76572","title":"Verifiable research: The missing link between replicability and reproducibility","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Verifiable secret sharing; Reproducibility; Link (geometry); Computer science; Statistics; Mathematics; Computer network; Programming language","score_opus":0.4399944010878472,"score_gpt":0.49072105569928104,"score_spread":0.05072665461143383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408771376","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011926605,0.0003257056,0.00012149632,0.09598272,0.0023224691,0.0009222872,0.897659,0.000050024915,0.0014236189],"genre_scores_gemma":[0.011274543,0.00019992265,0.0003920848,0.0029393819,0.01521175,0.00015922001,0.88481957,0.000093812814,0.08490973],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98777026,0.0030256032,0.0011107139,0.004056568,0.0033758073,0.0006610383],"domain_scores_gemma":[0.9405505,0.015130067,0.000510376,0.042748414,0.0008851891,0.00017544666],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18371248,0.0002538741,0.0004422591,0.0002297092,0.0017127485,0.0018422424,0.005778143,0.00016238054,0.00073061645],"category_scores_gemma":[0.087920815,0.000099814,0.000118127115,0.0015703997,0.0018871453,0.00020376965,0.005539274,0.00093036104,0.0010507536],"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":[0.000015026043,0.0000128228585,0.00017943219,0.000010117437,0.000016903614,0.0000012414647,0.00006851757,7.121161e-7,0.0000026059201,0.000026226373,0.8948819,0.1047845],"study_design_scores_gemma":[0.00007894579,0.000024607589,0.004217679,0.00004512292,0.000024195497,0.0000021475487,0.00007912566,0.000019404957,0.000014794506,0.04879328,0.94656223,0.00013846527],"about_ca_topic_score_codex":0.0004399922,"about_ca_topic_score_gemma":0.00003973771,"teacher_disagreement_score":0.104646035,"about_ca_system_score_codex":0.00008179425,"about_ca_system_score_gemma":0.00018785337,"threshold_uncertainty_score":0.9997271},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"reproducibility","study_design":"theoretical_or_conceptual","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2411706149","doi":"10.15200/winn.146521.13799","title":"How Businesses are Influencing the Relationship between the Weather and Consumer Demand","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","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":"Product (mathematics); Business; Snow; Purchasing; Extreme weather; Clothing; Marketing; Hot weather; Advertising; Meteorology; Geography; Ecology; Climate change","score_opus":0.0839724127229592,"score_gpt":0.28345625768183813,"score_spread":0.19948384495887894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411706149","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021985907,0.0069505167,0.00045162314,0.12477089,0.002721286,0.002044134,0.83989245,0.00020655668,0.0009766136],"genre_scores_gemma":[0.4706233,0.00095209945,0.000011102267,0.014782008,0.018627921,0.0002551778,0.48854718,0.00020560977,0.0059956037],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983916,0.00006032316,0.0003230646,0.00040816536,0.00043997206,0.0003768632],"domain_scores_gemma":[0.99626386,0.0013037984,0.0006373978,0.0014707671,0.00031242328,0.00001172973],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00088658434,0.00042753582,0.00032700776,0.00013917856,0.0011064805,0.0015454595,0.0014887367,0.00024298657,0.0002700502],"category_scores_gemma":[0.0014180361,0.00016218828,0.00007437379,0.0006386784,0.0007216926,0.0010485459,0.000810289,0.0005676843,0.00051423133],"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":[0.000011485777,0.000008281788,0.04521939,0.00014678421,0.000059740796,0.0000021540752,0.000017391149,5.6221427e-7,0.000001795708,0.00050605705,0.95320565,0.00082068815],"study_design_scores_gemma":[0.00010761818,0.000001438118,0.103116795,0.00032169666,0.0003414569,0.0000057618686,0.00012360018,0.0000019006746,0.000002276256,0.0024549498,0.89325005,0.00027245894],"about_ca_topic_score_codex":0.00040852526,"about_ca_topic_score_gemma":0.00027464522,"teacher_disagreement_score":0.4486374,"about_ca_system_score_codex":0.00001836792,"about_ca_system_score_gemma":0.000039593215,"threshold_uncertainty_score":0.99949104},"labels":[],"label_agreement":null},{"id":"W2429006705","doi":"10.15200/winn.146253.35452","title":"Science AMA Series: I’m Gang Zheng, Senior Scientist at the Princess Margaret Cancer Centre in Toronto, Canada. I fight cancer using light and nanoparticles built from porphyrins; the molecules responsible for green leaves and red blood! AMA!","year":2016,"lang":"en","type":"article","venue":"The Winnower","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Series (stratigraphy); Nanotechnology; Geology; Materials science; Biology; Paleontology; Genetics","score_opus":0.014095742405107596,"score_gpt":0.3031544498661203,"score_spread":0.2890587074610127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2429006705","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":[0.94083,0.005913973,0.0000017544162,0.051833153,0.00015695106,0.0008596785,0.00026804963,0.00001481913,0.00012164527],"genre_scores_gemma":[0.9915933,0.0013797013,0.00006300666,0.0006166357,0.00012795674,0.00009154368,0.0000014755393,0.00002534509,0.0061010066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980944,0.00013713095,0.00022741381,0.00044718676,0.00053236436,0.00056153646],"domain_scores_gemma":[0.9987046,0.0003889279,0.00010554127,0.0005082593,0.00017976396,0.00011288164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006617642,0.00019604746,0.00024429773,0.000051360075,0.00083573785,0.00007654108,0.00037920856,0.000035114386,0.00015221981],"category_scores_gemma":[0.0002734411,0.00008190729,0.000027364758,0.00036839643,0.0011281739,0.00023346147,0.00040996005,0.00009888996,3.7194147e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006244717,0.00002179584,0.018215016,0.000024786992,0.00009243963,0.000015943486,0.0020652208,0.0000028790466,0.9762041,0.00015268032,0.0011026443,0.001478027],"study_design_scores_gemma":[0.002267378,0.0000831703,0.16381498,0.000580374,0.00013575477,0.0000327015,0.002041279,0.00024765453,0.8069035,0.00049323944,0.02313281,0.00026719386],"about_ca_topic_score_codex":0.26564056,"about_ca_topic_score_gemma":0.9120573,"teacher_disagreement_score":0.6464167,"about_ca_system_score_codex":0.0006581671,"about_ca_system_score_gemma":0.0011849852,"threshold_uncertainty_score":0.7392496},"labels":[],"label_agreement":null},{"id":"W2474901870","doi":"10.15200/winn.146774.48278","title":"Science AMA Series: We’re scientists and doctors researching nano medicine, Ask Us Anything!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Health and Medical Research Impacts","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":"Nanomedicine; Associate editor; Editor in chief; Radiation oncology; Drug delivery; Library science; Medicine; Medical physics; Medical education; Psychology; Radiation therapy; Computer science; Management; Nanotechnology; Surgery","score_opus":0.10299214299801507,"score_gpt":0.4505047195717179,"score_spread":0.3475125765737028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474901870","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010910694,0.00287017,0.000014649142,0.257692,0.003108001,0.0024448393,0.7153659,0.00012063497,0.007473119],"genre_scores_gemma":[0.018937849,0.060048204,0.00042240703,0.10046768,0.01906421,0.00030555253,0.6880224,0.00039371237,0.11233798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99176055,0.00029230092,0.0005805729,0.00082413864,0.00421649,0.0023259264],"domain_scores_gemma":[0.99021745,0.0010278124,0.0001998603,0.0017915398,0.0006240473,0.006139289],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012805198,0.00038589427,0.0006674133,0.0011541175,0.0010550912,0.00017200616,0.0011978613,0.00028956015,0.00160095],"category_scores_gemma":[0.08697797,0.00018262929,0.000060756855,0.0018562227,0.007136834,0.0004063034,0.00078656763,0.0016915691,0.000288214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019292871,0.0000416832,0.000046002297,0.0006233716,0.000024170737,0.00017643302,0.0003529129,1.6269839e-8,0.0011984878,0.00009534786,0.99118274,0.0060658935],"study_design_scores_gemma":[0.0011238559,0.0008510211,0.0005751002,0.0034331188,0.0000468303,0.00023886081,0.00016544496,0.0000030102153,0.000100085075,0.00025741084,0.9930109,0.00019436392],"about_ca_topic_score_codex":0.00059380045,"about_ca_topic_score_gemma":0.00010418549,"teacher_disagreement_score":0.15722433,"about_ca_system_score_codex":0.0004212874,"about_ca_system_score_gemma":0.013654528,"threshold_uncertainty_score":0.99931175},"labels":[],"label_agreement":null},{"id":"W2483616777","doi":"10.15200/winn.147220.00404","title":"Knowledge Monopolies and Global Academic Publishing","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":16,"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":"Intellectual property; Publishing; Private equity; Equity (law); Context (archaeology); Cash; Political science; Business; Library science; Management; Economics; Finance; Law; Computer science; History","score_opus":0.5500932074787537,"score_gpt":0.5878841795718969,"score_spread":0.037790972093143194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483616777","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008268812,0.008605121,0.00004766229,0.0068656043,0.0020004478,0.0002470408,0.97361165,0.000021861983,0.007773714],"genre_scores_gemma":[0.019043643,0.028962513,0.00014187527,0.00521379,0.010052212,0.00015643648,0.858224,0.00011331952,0.07809226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99011034,0.0004474556,0.0007816268,0.00094401307,0.0068786526,0.0008378956],"domain_scores_gemma":[0.9882272,0.006670972,0.0004471916,0.0019849082,0.002236599,0.0004331604],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["bibliometrics","insufficient_payload"],"category_scores_codex":[0.026772738,0.0003013331,0.00045857384,0.020429343,0.0004378505,0.009322368,0.008573935,0.0006215827,0.0011805602],"category_scores_gemma":[0.07078314,0.00013317466,0.00012563562,0.09524647,0.0006686261,0.0015432735,0.0047804234,0.0011163221,0.0023586259],"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":[0.000009523197,0.000017454237,0.0007145065,0.0000047412113,0.000016763535,0.000002779828,0.000021627198,8.489786e-8,0.0000022127297,0.00043259453,0.94308436,0.055693332],"study_design_scores_gemma":[0.00019477075,0.000030127989,0.0033520393,0.00002632688,0.000012048848,0.000014582218,0.000071849456,0.000015681395,0.00000416777,0.02176071,0.9743161,0.00020159685],"about_ca_topic_score_codex":0.00018360722,"about_ca_topic_score_gemma":0.000069787646,"teacher_disagreement_score":0.115387715,"about_ca_system_score_codex":0.00018835979,"about_ca_system_score_gemma":0.00040231264,"threshold_uncertainty_score":0.9997325},"labels":[],"label_agreement":null},{"id":"W2518780502","doi":"10.15200/winn.147074.43473","title":"American Chemical Society AMA: I am Susan D. Richardson, Ph.D., a Professor of Chemistry at the University of South Carolina and expert on water treatment chemistry. Ask me anything about the chemistry of swimming pool disinfection!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Cape Breton University","keywords":"Ask price; Chemistry; Environmental ethics; Philosophy; Economics","score_opus":0.0063564864187085155,"score_gpt":0.21116769236438193,"score_spread":0.20481120594567342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518780502","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":[0.94803184,0.00007820841,0.0000036606266,0.0005676092,0.000050745195,0.00035371844,0.050488964,0.00001731884,0.0004079296],"genre_scores_gemma":[0.96537936,0.00033009698,0.0000057924635,0.000043352167,0.00016880427,0.000015336238,0.030530943,0.000028361692,0.003497973],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984678,0.00006184831,0.00029685904,0.00045348014,0.00039624065,0.00032378788],"domain_scores_gemma":[0.9984536,0.00010294246,0.00047825178,0.0008701705,0.00003181501,0.0000631738],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022921227,0.00038867132,0.00043008674,0.0000071236186,0.00033922456,0.000014134646,0.000422035,0.00019610513,0.0014035113],"category_scores_gemma":[0.000015728045,0.00017400378,0.00028300117,0.00012711498,0.0014645306,0.000075987344,0.00047511267,0.00022287555,0.00001867622],"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":[0.0003221928,0.00049533806,0.0020736365,0.00019236586,0.00047577335,0.0000029863838,0.0059227794,0.000023105156,0.861378,1.9390589e-7,0.12853917,0.00057446444],"study_design_scores_gemma":[0.0008331819,0.00006531047,0.0009171203,0.00010896538,0.0003351477,0.0000127333315,0.0011842991,0.000009645487,0.93877316,0.000009931688,0.057496388,0.0002541445],"about_ca_topic_score_codex":0.0017872889,"about_ca_topic_score_gemma":0.00002246083,"teacher_disagreement_score":0.07739515,"about_ca_system_score_codex":0.0005143588,"about_ca_system_score_gemma":0.00003467081,"threshold_uncertainty_score":0.99950933},"labels":[],"label_agreement":null},{"id":"W2526275892","doi":"10.15200/winn.147463.35037","title":"Science AMA Series: Hi Reddit, we’re Benoit Lavraud, Bill Peterson, and Andrew Yau. We’re all part of AGU’s Geophysical Research Letters and investigate Sun-Earth magnetic fields. Ask us anything!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Solar and Space Plasma Dynamics","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":"Space weather; Space physics; Geomagnetic storm; Solar wind; Space Science; Ionosphere; Van Allen Probes; Storm; Earth's magnetic field; Geophysics; Magnetosphere; Space environment; Interplanetary spaceflight; Meteorology; Physics; Van Allen radiation belt; Astronomy; Plasma","score_opus":0.02187315135673009,"score_gpt":0.2665582348970074,"score_spread":0.24468508354027732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526275892","genre_codex":"empirical","genre_gemma":"dataset","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":[0.50783914,0.0005102703,0.000010800177,0.012017233,0.0007392299,0.00073817704,0.47770405,0.00003155182,0.00040954823],"genre_scores_gemma":[0.4553678,0.009398579,0.0012934922,0.0058353017,0.008919682,0.00044336854,0.48092422,0.000582186,0.037235375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707067,0.00023278953,0.00038253167,0.0007604349,0.0007509001,0.0008026516],"domain_scores_gemma":[0.99783236,0.0003803655,0.0002215192,0.0010917101,0.00019527876,0.00027875154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009070945,0.00043903053,0.00054178364,0.00027384926,0.00044429261,0.00031662965,0.0008400945,0.00018032998,0.0002553759],"category_scores_gemma":[0.00007230541,0.000277673,0.00009975509,0.0005211612,0.0023665102,0.00037902652,0.000719396,0.0010185369,0.00004834396],"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":[0.00007421335,0.000067696856,0.0008628421,0.00013856054,0.000093670125,0.00001429972,0.0018452755,0.000005731509,0.0010061886,0.00036439952,0.9946246,0.00090247847],"study_design_scores_gemma":[0.0007509174,0.00044563637,0.0009817008,0.0005306212,0.00014430148,0.000012362008,0.0009977674,0.00019129014,0.00034318387,0.0027002709,0.9922804,0.00062153686],"about_ca_topic_score_codex":0.0011433554,"about_ca_topic_score_gemma":0.00036595322,"teacher_disagreement_score":0.05247134,"about_ca_system_score_codex":0.000025300762,"about_ca_system_score_gemma":0.0002732571,"threshold_uncertainty_score":0.9999675},"labels":[],"label_agreement":null},{"id":"W2529011954","doi":"10.15200/winn.147497.73442","title":"American Chemical Society AMA: I am Robin D. Rogers, Professor of Green Chemistry at McGill University. Ask me anything about sustainable chemistry and crystal engineering!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Chemistry and Chemical Engineering","field":"Environmental 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":"Chemistry; Ask price","score_opus":0.002352042930812871,"score_gpt":0.17071725647008773,"score_spread":0.16836521353927486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529011954","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4763438,0.00012300521,0.000016300799,0.0005909924,0.000055458695,0.00033228262,0.5214448,0.00013434992,0.0009590257],"genre_scores_gemma":[0.24826987,0.0011028805,0.0009939529,0.00050603756,0.0016693001,0.0000836164,0.5703257,0.00049055007,0.17655812],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980919,0.000012156589,0.00029639443,0.000593419,0.00038290207,0.0006232378],"domain_scores_gemma":[0.99867296,0.00011498126,0.00026516974,0.00072106876,0.000027770904,0.00019805283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019929983,0.0004539044,0.0004587306,0.0000075400394,0.00015846224,0.000012919885,0.0008109085,0.00037440818,0.0011965],"category_scores_gemma":[0.00007320504,0.00037751748,0.00019376139,0.0002724317,0.00059256953,0.00012248545,0.0015649569,0.0006334576,0.000013279696],"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":[0.000030466095,0.000037338563,0.000015376023,0.0006436322,0.000075961594,0.000014639906,0.000049821952,0.000058447316,0.6614787,9.423776e-7,0.33756787,0.00002683556],"study_design_scores_gemma":[0.00036513648,0.000006865323,0.000015710522,0.000110673536,0.00009253851,0.000035701425,0.00020864075,0.000118250726,0.3274294,0.0000066513894,0.6711391,0.00047129905],"about_ca_topic_score_codex":0.0003659349,"about_ca_topic_score_gemma":0.0000019221643,"teacher_disagreement_score":0.33404928,"about_ca_system_score_codex":0.0008878116,"about_ca_system_score_gemma":0.00003405032,"threshold_uncertainty_score":0.9998677},"labels":[],"label_agreement":null},{"id":"W2557734437","doi":"10.15200/winn.148033.37447","title":"Science AMA Series: I’m Dr. Dean Elterman, a urologic surgeon at the University Health Network in Toronto. My clinic and research focus are on men’s health, urinary health in both men and women, and prostate health. AMA!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Sex and Gender in Healthcare","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":"Spouse; Health care; Medicine; Psychology; Sociology; Political science","score_opus":0.06300881365245385,"score_gpt":0.38852608911322883,"score_spread":0.32551727546077497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557734437","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13541916,0.068852834,5.5358856e-7,0.5729162,0.00074113655,0.010218561,0.21123609,0.00009263068,0.00052279205],"genre_scores_gemma":[0.1303667,0.67383146,0.000077109544,0.09879493,0.0019200408,0.00042564218,0.08352668,0.00026034386,0.010797069],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910301,0.0033891813,0.0009754693,0.0014182123,0.0008770032,0.0023100437],"domain_scores_gemma":[0.99580806,0.00090965163,0.0007008701,0.0014960525,0.00013666165,0.0009486738],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02020745,0.00048475823,0.0012638979,0.0004375347,0.00198859,0.00006416215,0.0005446659,0.00024180532,0.000087647],"category_scores_gemma":[0.0001734365,0.00029867576,0.000039712035,0.0009624486,0.0015187564,0.00020976656,0.00091751176,0.0015894624,0.000011821682],"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":[0.0026104038,0.00019496858,0.01118317,0.0013508773,0.000026193793,0.00007552038,0.01065756,7.2333717e-7,1.9051322e-7,0.000048277496,0.9626129,0.01123916],"study_design_scores_gemma":[0.0025858046,0.007693619,0.12866221,0.0015214521,0.0000050460085,0.00016116055,0.013286073,0.00000884189,1.6237168e-7,0.0006536588,0.845138,0.00028396773],"about_ca_topic_score_codex":0.023532402,"about_ca_topic_score_gemma":0.046498813,"teacher_disagreement_score":0.6049787,"about_ca_system_score_codex":0.0053345477,"about_ca_system_score_gemma":0.0046952986,"threshold_uncertainty_score":0.99994653},"labels":[],"label_agreement":null},{"id":"W2563283505","doi":"10.15200/winn.148157.72263","title":"I am Carrie Jenkins, writer and philosopher based in Vancouver, BC. AMA anything about philosophy, including metaphysics, epistemology and the philosophy of love!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Medieval Philosophy and Theology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of British Columbia; Social Sciences and Humanities Research Council of Canada; University of Aberdeen; Trinity College, University of Cambridge; University of St Andrews; Australian National University; University of Michigan; University of Nottingham; John Templeton Foundation","keywords":"Metaphysics; CONTEST; Philosophy; Philosophy of science; Order (exchange); Naturalism; Sociology; Epistemology; Theology","score_opus":0.03302808642695013,"score_gpt":0.24712560834461073,"score_spread":0.2140975219176606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563283505","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029875785,0.009885004,0.000014552877,0.035287492,0.0062899007,0.002383717,0.85938805,0.00007623231,0.08368745],"genre_scores_gemma":[0.9013885,0.0014891223,0.000028138173,0.012305986,0.012646153,0.00014773397,0.07031874,0.00020253498,0.0014730827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99620724,0.00096802984,0.0010276356,0.0007460178,0.00047491354,0.0005761384],"domain_scores_gemma":[0.9959094,0.0016285914,0.0008170282,0.0013289109,0.00021023424,0.00010581734],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015421843,0.0007542073,0.0014487999,0.0003575363,0.000423976,0.000102966274,0.0009806516,0.00038507555,0.0012277808],"category_scores_gemma":[0.00021526973,0.0004025731,0.0002632404,0.00012071617,0.005435995,0.0002850296,0.0006428865,0.0010245722,0.000066120476],"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":[0.0009118109,0.00015461879,0.00003736605,0.00072043843,0.00050196174,0.000041444735,0.004630408,0.0000027090434,0.000009788283,0.6496073,0.34316036,0.0002217862],"study_design_scores_gemma":[0.0025311988,0.00013113476,0.000011512077,0.0005210811,0.00028258652,0.0000074257564,0.00012708292,0.00001623771,0.0000111710515,0.5762342,0.41971678,0.0004095652],"about_ca_topic_score_codex":0.00057933957,"about_ca_topic_score_gemma":0.00087360275,"teacher_disagreement_score":0.8984009,"about_ca_system_score_codex":0.000052475625,"about_ca_system_score_gemma":0.000092197755,"threshold_uncertainty_score":0.9998426},"labels":[],"label_agreement":null},{"id":"W2574954271","doi":"10.15200/winn.147377.71075","title":"American Chemical Society AMA: Hi, my name is Paul Helquist, Professor and Associate Chair of Chemistry & Biochemistry, at the University of Notre Dame. Ask me anything about organic synthesis and my career.","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Various Chemistry Research Topics","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":"Scholarship; Chemistry; Fell; Library science; Sociology; Classics; Art history; History; Computer science; Law; Political science; Geography; Cartography","score_opus":0.011733233058154668,"score_gpt":0.23991598774631642,"score_spread":0.22818275468816177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574954271","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45089525,0.00082342984,0.0000014959113,0.0027333105,0.000029186975,0.00017043155,0.54491884,0.000042603773,0.00038545835],"genre_scores_gemma":[0.43092856,0.0096979495,0.00023057518,0.00062548555,0.0020176584,0.00008599304,0.45035532,0.00048377443,0.10557468],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99668354,0.000086083004,0.0005580744,0.00095797674,0.0009503871,0.00076391135],"domain_scores_gemma":[0.9952686,0.0008193736,0.0011462028,0.0021432557,0.00038892965,0.00023363958],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006232979,0.0006869555,0.0010469527,0.000018095223,0.00043042254,0.00005719982,0.001775119,0.0008711961,0.0027125648],"category_scores_gemma":[0.00078158185,0.0004962588,0.0003487093,0.00026119084,0.002865065,0.000065157314,0.00234825,0.0013221938,0.000017053444],"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":[0.000073837444,0.000069471505,0.00024853856,0.001655644,0.00060595747,0.000006907042,0.00070952857,5.538311e-8,0.46469587,1.5760814e-7,0.5317276,0.00020642595],"study_design_scores_gemma":[0.00063076615,0.000009419412,0.000036287667,0.0006668441,0.0004764803,0.00004692038,0.0013738567,0.000006600603,0.7471979,0.000022322203,0.24894178,0.00059079065],"about_ca_topic_score_codex":0.00036051343,"about_ca_topic_score_gemma":0.00004997874,"teacher_disagreement_score":0.28278583,"about_ca_system_score_codex":0.0006110503,"about_ca_system_score_gemma":0.00046898465,"threshold_uncertainty_score":0.99984854},"labels":[],"label_agreement":null},{"id":"W2586806654","doi":"10.15200/winn.148180.06262","title":"Science AMA series: I’m Brian Buma, Assistant Professor at the University of Alaska. I study forest disturbances around the world, focusing on emerging mortality associated with climate change and carbon/water/forests as an integrated system. AMA!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Fire effects on ecosystems","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":"Disturbance (geology); Climate change; Ecology; Biodiversity; Landslide; Geography; Ecosystem; Psychological resilience; Global warming; Environmental resource management; Environmental science; Geology; Biology","score_opus":0.014048069922786913,"score_gpt":0.23992378585592858,"score_spread":0.22587571593314165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586806654","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":[0.89753956,0.00002547893,4.226248e-7,0.0003703046,0.0004669392,0.0025647224,0.09872398,0.00005106856,0.00025752193],"genre_scores_gemma":[0.9891302,0.0000105118925,7.9694263e-7,0.00003316093,0.000098064746,0.000047228383,0.010110519,0.000034893885,0.00053464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956163,0.0011070776,0.00040608604,0.0008543658,0.0012623242,0.0007538178],"domain_scores_gemma":[0.9970568,0.00028013397,0.00077030336,0.0016997108,0.000075266325,0.00011782393],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039160484,0.0005189061,0.00056781794,0.00011962357,0.0019025985,0.00020198995,0.0017052589,0.00011399107,0.00006979964],"category_scores_gemma":[0.00009321997,0.00021032752,0.00006001714,0.0010004896,0.0024881794,0.00054573384,0.0010548063,0.00042673474,0.0000377334],"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":[0.001995374,0.0012344968,0.9213455,0.00057999586,0.0009894258,0.00032537457,0.016598795,0.00012037486,0.00051298284,0.0001005207,0.05558993,0.0006072542],"study_design_scores_gemma":[0.0015525239,0.0015418187,0.945335,0.002954374,0.00075195223,0.000038894465,0.013922353,0.000610567,0.00018164459,0.000026041234,0.032018073,0.0010668116],"about_ca_topic_score_codex":0.0133429,"about_ca_topic_score_gemma":0.38681698,"teacher_disagreement_score":0.3734741,"about_ca_system_score_codex":0.001143999,"about_ca_system_score_gemma":0.00007235109,"threshold_uncertainty_score":0.9993968},"labels":[],"label_agreement":null},{"id":"W2587210500","doi":"10.15200/winn.148120.08678","title":"AMA Announcement: Monday 12/12 4PM EST - Carrie Jenkins (UBC) on epistemology, metaphysics and the philosophy of love","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Theology and Philosophy of Evil","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of British Columbia; Social Sciences and Humanities Research Council of Canada; University of Aberdeen; Trinity College, University of Cambridge; University of St Andrews; Australian National University; University of Michigan; University of Nottingham; John Templeton Foundation","keywords":"Metaphysics; CONTEST; Philosophy of science; Columbia university; Sociology; Philosophy; Art history; Media studies; Epistemology; History; Theology","score_opus":0.030540278512902173,"score_gpt":0.2315378575409719,"score_spread":0.20099757902806972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587210500","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030774128,0.0011072304,0.000001258775,0.015273692,0.0017413575,0.0005449706,0.8692912,0.000020676796,0.111711904],"genre_scores_gemma":[0.3385961,0.001566402,0.0000059856043,0.012791062,0.014082233,0.00012428925,0.6027686,0.0001508399,0.029914474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997937,0.00046852318,0.0005000516,0.0004170743,0.00032422846,0.00035312222],"domain_scores_gemma":[0.9969894,0.00088654505,0.00058067555,0.0013601269,0.00012928428,0.000053916356],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007360461,0.00050493353,0.0007824835,0.00011371108,0.00047430067,0.000070636816,0.0009925177,0.00024762133,0.0028690626],"category_scores_gemma":[0.000068277055,0.00023608217,0.00027435095,0.000036232115,0.005405636,0.000120335986,0.00026008688,0.00063435815,0.0005149651],"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":[0.0003565323,0.000072266754,0.0000023252635,0.000058051126,0.0004320878,0.0000045278116,0.0036170585,8.090591e-7,0.0000011031241,0.4164357,0.57895714,0.000062414656],"study_design_scores_gemma":[0.00082079263,0.00021088039,0.000008339411,0.000113416456,0.000332179,0.000004562059,0.00008744447,5.394536e-7,0.000006397019,0.2819533,0.71624064,0.0002214651],"about_ca_topic_score_codex":0.00025709116,"about_ca_topic_score_gemma":0.00026832844,"teacher_disagreement_score":0.33828837,"about_ca_system_score_codex":0.000023876206,"about_ca_system_score_gemma":0.000063967476,"threshold_uncertainty_score":0.99804246},"labels":[],"label_agreement":null},{"id":"W2596570650","doi":"10.15200/winn.148716.63070","title":"Science AMA Series: I’m Martin Gibala, a professor at McMaster University in Hamilton, Ontario. My new book, The One-Minute Workout, considers the new science of time-efficient exercise to promote health and fitness. AMA!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Schedule; Kinesiology; Session (web analytics); Interval training; Physical therapy; Sports science; Psychology; Medicine; Gerontology; Medical education; Computer science; World Wide Web","score_opus":0.020258009535910712,"score_gpt":0.27103678687266136,"score_spread":0.25077877733675064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596570650","genre_codex":"empirical","genre_gemma":"other","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":[0.8144513,0.006079253,0.000041558553,0.07819156,0.0024465397,0.020038618,0.076338455,0.0001107339,0.0023020299],"genre_scores_gemma":[0.08058928,0.006341565,0.0015592051,0.028367255,0.002367112,0.0002561679,0.1000286,0.00041983597,0.78007096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686354,0.00014901937,0.00042006583,0.00082738657,0.000955043,0.0007849473],"domain_scores_gemma":[0.99633306,0.00008386642,0.00039654534,0.0025192841,0.00023413284,0.00043313],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024902183,0.00037569474,0.0009970341,0.00033367737,0.00109707,0.000098663506,0.0015694934,0.00013514013,0.00022704808],"category_scores_gemma":[0.00023678309,0.00021107576,0.00018400696,0.0010064244,0.0038161003,0.00019198473,0.0014958732,0.0006579596,0.00010900289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017611447,0.000086330394,0.00003364429,0.000107446824,0.000067552544,0.000019173405,0.011038415,0.00006221577,0.0004358153,0.00001558944,0.9851351,0.0012375838],"study_design_scores_gemma":[0.0020198624,0.00041429818,0.007966108,0.0019782174,0.00040971153,0.00012336585,0.001201681,0.000036289166,0.0004934226,0.00010647914,0.98483664,0.00041395475],"about_ca_topic_score_codex":0.012733445,"about_ca_topic_score_gemma":0.0104586715,"teacher_disagreement_score":0.77776897,"about_ca_system_score_codex":0.00063556,"about_ca_system_score_gemma":0.007046771,"threshold_uncertainty_score":0.99889493},"labels":[],"label_agreement":null},{"id":"W2599410058","doi":"10.15200/winn.148819.99873","title":"Science AMA Series: I’m David Roth Singerman, here to talk about the history of the science of sugar, AMA!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Cuban History and Society","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":"National Science Foundation","keywords":"Power (physics); Business history; Value (mathematics); Empire; Capitalism; History; Political science; Economic history; Media studies; Management; Sociology; Law; Politics; Economics","score_opus":0.03402754551915711,"score_gpt":0.31342433347787274,"score_spread":0.27939678795871564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599410058","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085644946,0.0048944512,0.0000069509742,0.015469041,0.044650804,0.005125887,0.72104025,0.00014995811,0.12301772],"genre_scores_gemma":[0.4212119,0.0020306765,0.0002492442,0.009789355,0.006303834,0.0003030298,0.024427468,0.0002101042,0.53547436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959362,0.0003006933,0.0004234137,0.0005343037,0.0021842697,0.0006211105],"domain_scores_gemma":[0.9950967,0.00016944569,0.0008715953,0.003057056,0.00065691373,0.00014832025],"candidate_categories":["sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.006288446,0.00026536032,0.00038900692,0.00013354013,0.004415629,0.00016730295,0.009351325,0.00018673897,0.00040752173],"category_scores_gemma":[0.0016639511,0.00014641375,0.00023674173,0.0012332691,0.031140344,0.0005830649,0.0010424323,0.000581287,0.00005379533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012170994,0.000041683845,0.000021544622,0.000029901574,0.000010779444,9.70384e-7,0.028054846,0.0000054825937,0.0010332067,0.0015858412,0.96909434,0.00010925864],"study_design_scores_gemma":[0.000069347414,0.000037445272,0.00068860047,0.0001393937,0.000047480746,0.0000020847087,0.0028279917,9.170048e-7,0.00012413383,0.00020482138,0.9956563,0.00020144416],"about_ca_topic_score_codex":0.0039221593,"about_ca_topic_score_gemma":0.0036810779,"teacher_disagreement_score":0.6966128,"about_ca_system_score_codex":0.0013595665,"about_ca_system_score_gemma":0.0076707085,"threshold_uncertainty_score":0.9979549},"labels":[],"label_agreement":null},{"id":"W2607397961","doi":"10.15200/winn.148907.71038","title":"Science AMA Series: I’m Shiz Aoki, a Science Illustrator with National Geographic Magazine, Hopkins Medicine grad, and founder of Anatomize Studios Inc. AMA!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Series (stratigraphy); Art history; Art; Biology; Visual arts; Paleontology","score_opus":0.03246696120606307,"score_gpt":0.2801854451492606,"score_spread":0.2477184839431975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607397961","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08044247,0.0006015853,0.0000013497502,0.0043819672,0.0021565754,0.0016007565,0.85998696,0.00008825995,0.050740093],"genre_scores_gemma":[0.7959896,0.0019757429,0.000098167446,0.0025236406,0.004134929,0.00017309566,0.18207817,0.000097128184,0.012929543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710405,0.000032823984,0.00035995693,0.0005385948,0.0015505697,0.00041401907],"domain_scores_gemma":[0.9972862,0.00006279122,0.00046304762,0.00077849336,0.0012847246,0.00012471605],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001220613,0.00036179912,0.000465099,0.0005330439,0.0021304677,0.000576946,0.001500887,0.000072570765,0.0012850689],"category_scores_gemma":[0.00016848455,0.00018264866,0.000045543875,0.00042376106,0.018497821,0.00097530975,0.0003415112,0.00031615392,0.000037126087],"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":[0.00008677828,0.00007968916,0.00007315942,0.00013022921,0.00009280545,0.000010588907,0.0029602563,4.9985147e-7,0.00006438615,0.06478817,0.931599,0.00011441415],"study_design_scores_gemma":[0.0006410642,0.0003098544,0.0020715743,0.00024510288,0.00008968443,0.000027566899,0.0019982297,0.000005576954,0.0000030027834,0.0008391822,0.9934646,0.00030458887],"about_ca_topic_score_codex":0.0006920271,"about_ca_topic_score_gemma":0.0053504785,"teacher_disagreement_score":0.71554714,"about_ca_system_score_codex":0.0000521966,"about_ca_system_score_gemma":0.00068629597,"threshold_uncertainty_score":0.9996279},"labels":[],"label_agreement":null},{"id":"W2614644991","doi":"10.15200/winn.149503.36256","title":"/r/philosophy 2016-2017 AMA Series Recap + Survey!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Academic Publishing and Open Access","field":"Decision 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":"Metaphysics; Appeal; Sociology; Philosophy; Epistemology; Law; Political science","score_opus":0.1870302127102577,"score_gpt":0.44112476380833177,"score_spread":0.2540945510980741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614644991","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016549496,0.0005957816,0.0000063467132,0.0114122,0.0067018154,0.00033479428,0.9628119,0.000045150522,0.01792653],"genre_scores_gemma":[0.00082957937,0.00043812883,0.000016743352,0.0019230895,0.0030852074,0.000032214375,0.9091416,0.00003855406,0.084494874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926037,0.001424032,0.0011329568,0.0011685295,0.0030287246,0.00064201094],"domain_scores_gemma":[0.98694545,0.0026101065,0.001936447,0.007411532,0.0008826038,0.00021388987],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.021233158,0.0005573889,0.0009337402,0.0003532195,0.0014531553,0.0067927726,0.024641579,0.00093039306,0.0023320306],"category_scores_gemma":[0.032421306,0.0002989245,0.0002523536,0.0005887403,0.0009519608,0.003238917,0.0030370932,0.0020264264,0.014456352],"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":[0.00006742099,0.00002152496,0.0003208569,0.0000059571285,0.000044803048,0.000014185495,0.000050094986,0.0000014928988,5.497086e-7,0.00006595342,0.99826485,0.0011423236],"study_design_scores_gemma":[0.0001595547,0.00002545268,0.0057721636,0.00008750564,0.0000319907,0.000028156877,0.000032033262,0.0000017789358,0.0000046902287,0.03236783,0.9610561,0.00043272728],"about_ca_topic_score_codex":0.0015055387,"about_ca_topic_score_gemma":0.00083058025,"teacher_disagreement_score":0.06656834,"about_ca_system_score_codex":0.000054419303,"about_ca_system_score_gemma":0.00054986164,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W2622223198","doi":"10.15200/winn.149858.85873","title":"Judging the evidence for bilingualism and cognitive reserve: A commentary on Mukadam, Sommerlad, & Livingston","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Neuroscience of multilingualism; Cognitive reserve; Dementia; Psychology; Cognition; Developmental psychology; Gerontology; Cognitive impairment; Medicine; Neuroscience; Internal medicine","score_opus":0.15973138224704675,"score_gpt":0.4231295419085556,"score_spread":0.26339815966150887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622223198","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097473495,0.0016244968,0.000004684721,0.046082173,0.0017298543,0.0021134953,0.85083824,0.000070635244,0.00006290512],"genre_scores_gemma":[0.104345694,0.0026103319,0.000037068854,0.36421454,0.0066222325,0.00072574103,0.5150982,0.00022932036,0.006116886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971928,0.0006687317,0.00035396815,0.0009217526,0.0003355411,0.00052723516],"domain_scores_gemma":[0.9868844,0.010669754,0.00053123984,0.0017501346,0.000093441304,0.00007098775],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014854845,0.000458133,0.0004082265,0.00010930106,0.0017558336,0.00028654176,0.001945223,0.0002346979,0.000082536084],"category_scores_gemma":[0.01044127,0.0002472939,0.0001621343,0.00010338485,0.0012091929,0.00016609918,0.0007894764,0.0010116132,0.000104246195],"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":[0.0002837172,0.000064980624,0.000013046005,0.00006386584,0.000029514345,0.00009167317,0.0009534123,4.1617938e-7,0.001774244,0.0000034949337,0.99588054,0.0008410665],"study_design_scores_gemma":[0.0004943778,0.00024834505,0.000029090064,0.00094464043,0.00024917824,0.00020337434,0.00015207814,0.0000063531675,0.0025917701,0.00021056704,0.9944877,0.00038254983],"about_ca_topic_score_codex":0.0020083333,"about_ca_topic_score_gemma":0.0023625407,"teacher_disagreement_score":0.3357401,"about_ca_system_score_codex":0.000031632033,"about_ca_system_score_gemma":0.00012460859,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W2652861998","doi":"10.15200/winn.149847.77826","title":"American Geophysical Union AMA: Hi Reddit, I am Andrew Yau, Editor of Geophysical Research Letters, here to talk about Jupiter and the exciting findings from NASA’s Juno mission. Ask Me Anything!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Astro and Planetary Science","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":"Jupiter (rocket family); Planet; Astrobiology; Mars Exploration Program; Space Science; Geophysics; Physics; Geology; Astronomy; Space exploration","score_opus":0.013210194613471614,"score_gpt":0.28397377981697747,"score_spread":0.27076358520350585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2652861998","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40192103,0.00008302581,0.00007136097,0.005606902,0.0021938973,0.00070832507,0.5891867,0.000018283477,0.00021041096],"genre_scores_gemma":[0.42136487,0.0000340945,0.0002541165,0.00080527045,0.03771674,0.000053345033,0.53796625,0.00007032267,0.0017349579],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645853,0.00061029126,0.00043641447,0.0007543826,0.0010320712,0.00070832093],"domain_scores_gemma":[0.99653655,0.0011653653,0.0004311069,0.0014948813,0.00014552692,0.00022659049],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001225321,0.00044703303,0.0007422648,0.00010626505,0.00094731903,0.00037948406,0.0018620255,0.00011090141,0.00032826117],"category_scores_gemma":[0.000093061324,0.00026391397,0.00017771563,0.00031443321,0.0017325375,0.0002649668,0.00081819785,0.0015174113,0.00024839916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014069553,0.000057574915,0.00062304665,0.000014161847,0.000091371745,0.000006014736,0.00046181228,0.0000054709917,0.0010279248,0.000049681807,0.99602926,0.0014929943],"study_design_scores_gemma":[0.000748706,0.00015687787,0.03660225,0.0003888027,0.000109901346,0.0000025567033,0.0005553743,0.00012429786,0.00009949491,0.00048730418,0.9602481,0.00047634786],"about_ca_topic_score_codex":0.019293817,"about_ca_topic_score_gemma":0.000041757987,"teacher_disagreement_score":0.051220477,"about_ca_system_score_codex":0.000026514808,"about_ca_system_score_gemma":0.00012465905,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W2674313232","doi":"10.15200/winn.149804.49487","title":"PLOS Science Wednesday: Hi reddit, my name is Sarka Lisonkova and I published a study in PLOS Medicine showing mothers over 40 years have increasingly higher rates of adverse health outcomes – Ask me Anything!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstetrics and gynaecology; Medicine; Amniotic fluid embolism; Childbirth; Psychological intervention; Family medicine; Population; Public health; Pediatrics; Obstetrics; Pregnancy; Psychiatry; Nursing","score_opus":0.0499195937177273,"score_gpt":0.3645858248143801,"score_spread":0.3146662310966528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2674313232","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":[0.80830556,0.0013508283,1.7663969e-7,0.013858558,0.0017584375,0.0032742359,0.17088443,0.00006370543,0.00050406955],"genre_scores_gemma":[0.9069962,0.0004351395,0.00008305243,0.012710548,0.0010966258,0.00011392151,0.06698579,0.00018543146,0.01139327],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99550056,0.00028258754,0.0010589988,0.00087748346,0.0015687735,0.00071161916],"domain_scores_gemma":[0.99625236,0.00021671018,0.0009726727,0.0018738508,0.0002990145,0.0003853849],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025005112,0.00054915145,0.001693794,0.0007068889,0.0003603619,0.000100571844,0.0010211386,0.00026614926,0.0012922221],"category_scores_gemma":[0.0008300191,0.00034104986,0.00010532291,0.0004455005,0.0013167867,0.00049678463,0.0005316381,0.0010500802,0.000022347707],"study_design_candidate":"observational","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":[0.0014093035,0.001139162,0.20578556,0.002105852,0.0005209121,0.0003293177,0.0140882945,4.5419318e-7,0.00009446701,0.000011385745,0.77395576,0.0005595351],"study_design_scores_gemma":[0.006998946,0.0018999707,0.8270543,0.0062379986,0.00048730688,0.00006259441,0.0046565775,0.0000818887,0.000027504804,0.0001265409,0.15166913,0.0006972137],"about_ca_topic_score_codex":0.022688659,"about_ca_topic_score_gemma":0.00063089095,"teacher_disagreement_score":0.6222866,"about_ca_system_score_codex":0.00031708454,"about_ca_system_score_gemma":0.0008997629,"threshold_uncertainty_score":0.99990416},"labels":[],"label_agreement":null},{"id":"W2730512917","doi":"10.15200/winn.149926.62634","title":"PLOS Science Wednesday: Hi Reddit, I’m Sara Carazo and my recent PLOS NTDS article discusses the challenges of implementing a clinical trial during the Ebola emergency in Guinea – Ask Me Anything!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Viral Infections and Outbreaks 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":"New guinea; Ebola virus; Context (archaeology); Clinical trial; Measles; Medicine; Family medicine; Sociology; History; Vaccination; Outbreak; Virology; Ethnology; Pathology","score_opus":0.10896192831433882,"score_gpt":0.4299263711921826,"score_spread":0.32096444287784376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730512917","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":[0.9049923,0.0028453353,8.290535e-7,0.018793097,0.001984019,0.0032713872,0.067187384,0.000034703924,0.00089095],"genre_scores_gemma":[0.9461787,0.03104174,0.000021424294,0.00028250145,0.0056263423,0.0004895713,0.014202072,0.000098248485,0.0020594017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965199,0.00043513512,0.00095916213,0.0005264951,0.0009281072,0.0006311926],"domain_scores_gemma":[0.9970258,0.00028457056,0.0004874932,0.0017864421,0.00030249194,0.00011318642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052741985,0.00026934093,0.0005735491,0.00015564909,0.001192028,0.00014603973,0.0009410601,0.00015753397,0.00028345274],"category_scores_gemma":[0.0024646763,0.00011717272,0.000153208,0.00044735923,0.0012770325,0.00018076363,0.0010829025,0.0011338966,0.000025131922],"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":[0.010548399,0.0027121806,0.0060388176,0.0011006607,0.0011818006,0.000099084835,0.0050799977,0.000004745205,0.011119633,0.00020641442,0.94583184,0.01607643],"study_design_scores_gemma":[0.023033682,0.0019366456,0.045399003,0.0013162922,0.0009761211,0.00010851197,0.0028240432,0.000461882,0.004509468,0.0003803426,0.9183403,0.0007136968],"about_ca_topic_score_codex":0.000376861,"about_ca_topic_score_gemma":0.00077029923,"teacher_disagreement_score":0.052985307,"about_ca_system_score_codex":0.00007185678,"about_ca_system_score_gemma":0.0004184906,"threshold_uncertainty_score":0.9168236},"labels":[],"label_agreement":null},{"id":"W2737622906","doi":"10.15200/winn.150038.82260","title":"Science AMA Series: I’m Dr. Adrian Owen, a neuroscientist whose research focuses on brain imaging, cognitive function and consciousness. We’re finding new ways to decode the complex workings of the brain. AMA.","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Paranormal Experiences and Beliefs","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consciousness; Psychology; Brain function; Cognition; Cognitive science; Neuroscience","score_opus":0.13987681514040645,"score_gpt":0.4292726051617291,"score_spread":0.28939579002132265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737622906","genre_codex":"dataset","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":[0.06574474,0.0019886433,0.000345453,0.17669627,0.020150889,0.0077702156,0.7029923,0.00016827928,0.024143172],"genre_scores_gemma":[0.748324,0.00047374135,0.00007482506,0.069310926,0.005211074,0.0009907802,0.062290993,0.00036947316,0.112954214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99579287,0.0005453027,0.00044635608,0.0010410431,0.0012057022,0.0009687348],"domain_scores_gemma":[0.9951227,0.0017561824,0.0005313765,0.0020331512,0.00035301916,0.00020360209],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0030172484,0.00041725545,0.00042223465,0.00043916082,0.0034881074,0.0009067142,0.0032887098,0.00015578455,0.0006185346],"category_scores_gemma":[0.002565283,0.00022426262,0.00011655723,0.0014992268,0.0061985413,0.0003295863,0.0013809977,0.0010585082,0.00023454711],"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":[0.00038379393,0.00008651699,0.0003282363,0.000016107646,0.000031508305,0.000012582111,0.0048267753,0.0000014574011,0.00068819436,0.0022811773,0.9891715,0.0021721423],"study_design_scores_gemma":[0.00064944645,0.00035327591,0.014617883,0.0004874857,0.00005054526,0.000056001023,0.003187031,0.000008812223,0.00008772441,0.0009037923,0.97930783,0.00029014866],"about_ca_topic_score_codex":0.0012823974,"about_ca_topic_score_gemma":0.002042547,"teacher_disagreement_score":0.6825792,"about_ca_system_score_codex":0.00006007275,"about_ca_system_score_gemma":0.00050111307,"threshold_uncertainty_score":0.99780923},"labels":[],"label_agreement":null},{"id":"W2742645464","doi":"10.15200/winn.150237.73069","title":"Science AMA Series: We designed a method to quantify how “green” a chemical is; We’re Jane Murray and Samy Ponnusamy, Ask us anything!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Chemistry and Chemical Engineering","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":"Royal Society of Chemistry; Royal Society; Merck KGaA","keywords":"Portfolio; Chemistry; Engineering; Management; Library science; Business; Computer science; Economics","score_opus":0.017438684020918388,"score_gpt":0.2798642707739021,"score_spread":0.26242558675298366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742645464","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06692858,0.0008542637,0.0030439352,0.050841272,0.0011724381,0.0020696344,0.8715266,0.00036257016,0.0032007245],"genre_scores_gemma":[0.1614737,0.002717229,0.11836829,0.018720893,0.0072713327,0.0009769029,0.6247263,0.00095485017,0.0647905],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971379,0.000038819002,0.00027768742,0.0010172015,0.00080672716,0.00072168885],"domain_scores_gemma":[0.99754655,0.00016740452,0.00019362757,0.0016692819,0.000026369082,0.00039678472],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008865243,0.00053558545,0.00048271494,0.00006332623,0.00045982603,0.00037151368,0.0023116244,0.0003688936,0.0011275194],"category_scores_gemma":[0.00037742243,0.00040644742,0.000103554994,0.0005044078,0.0010413077,0.0003982186,0.0016704858,0.00074378384,0.0002618909],"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":[0.000039911174,0.00003203214,0.0000095343885,0.00009147087,0.000018324956,0.00001776856,0.00026644132,0.000014945766,0.49987307,0.000003007417,0.49879566,0.00083783985],"study_design_scores_gemma":[0.0002100628,0.000039905288,0.000048170154,0.00018793065,0.00006531491,0.00010807386,0.000074795134,0.00011350976,0.13435663,0.0001204801,0.86409587,0.00057926326],"about_ca_topic_score_codex":0.00018328922,"about_ca_topic_score_gemma":0.000013910498,"teacher_disagreement_score":0.36551645,"about_ca_system_score_codex":0.00019528193,"about_ca_system_score_gemma":0.00007054401,"threshold_uncertainty_score":0.9998387},"labels":[],"label_agreement":null},{"id":"W2762847075","doi":"10.15200/winn.150772.29928","title":"PLOS Science Wednesday: Hi reddit, my name is Michael and my research challenges the notion that self-control is a finite resource that diminishes with use over time – Ask Me Anything!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Impact of Technology on Adolescents","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":"Task (project management); Control (management); Ask price; Resource (disambiguation); Psychology; Function (biology); Media studies; Cognitive science; Computer science; Social psychology; Sociology; Artificial intelligence; Management; Genetics; Biology","score_opus":0.0620911326230592,"score_gpt":0.3359267665229537,"score_spread":0.2738356338998945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762847075","genre_codex":"dataset","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":[0.0933018,0.004983034,0.0000037621385,0.24574879,0.0020419685,0.0075095845,0.64007103,0.0009358286,0.005404182],"genre_scores_gemma":[0.8409613,0.016943643,0.00029551666,0.025572915,0.0041292403,0.0007231894,0.04853836,0.0006063631,0.062229495],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992462,0.0010813877,0.0003149785,0.0011937203,0.0034553558,0.001492581],"domain_scores_gemma":[0.9939371,0.0013288256,0.00069851824,0.0033462779,0.000439871,0.0002494211],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0076530394,0.0005812553,0.00063083717,0.00047237892,0.0072077774,0.0022120615,0.004778794,0.0008578912,0.00021414991],"category_scores_gemma":[0.0021364004,0.00034406802,0.00011764919,0.00059559476,0.0117952805,0.0013274611,0.0012007646,0.0021532804,0.00038685798],"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":[0.00018351962,0.00015745584,0.00059696706,0.000047055655,0.000170107,0.000024302475,0.02053776,2.6478958e-7,0.000021086107,0.000047436675,0.97781307,0.000400998],"study_design_scores_gemma":[0.00086206413,0.0001935797,0.0073442915,0.00061906595,0.00021084909,0.00001778836,0.004052687,0.00006917858,0.000101325255,0.0003993137,0.98557585,0.0005540247],"about_ca_topic_score_codex":0.0014537519,"about_ca_topic_score_gemma":0.00055974803,"teacher_disagreement_score":0.74765944,"about_ca_system_score_codex":0.0003065513,"about_ca_system_score_gemma":0.00090295164,"threshold_uncertainty_score":0.9999011},"labels":[],"label_agreement":null},{"id":"W2763593142","doi":"10.15200/winn.150764.43491","title":"Hi Reddit, I'm Warren Chan of the University of Toronto. Ask me anything about applying nanotechnology to treating cancer and infectious diseases. AMA!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","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":"Associate editor; Nanotechnology; Library science; Computer science; Materials science","score_opus":0.006528991529143269,"score_gpt":0.24876774160158005,"score_spread":0.24223875007243678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763593142","genre_codex":"dataset","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":[0.15113978,0.023153171,0.00007036133,0.034147505,0.003068653,0.003791262,0.7821623,0.00033073928,0.0021362407],"genre_scores_gemma":[0.85114455,0.03353026,0.00014207506,0.001763719,0.0008897771,0.00007315344,0.1064858,0.00012102681,0.005849641],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991639,0.000043124895,0.00018857,0.0002604164,0.00014067261,0.00020330008],"domain_scores_gemma":[0.9983168,0.000053270043,0.00038353514,0.0011250036,0.00007623492,0.000045153043],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00015417213,0.00019153988,0.00046359512,0.00006896113,0.0003751152,0.000005426026,0.0005190297,0.0021488017,0.00014596271],"category_scores_gemma":[0.00016591608,0.00011770409,0.00009382242,0.00011106314,0.00058923755,0.000042328436,0.00048188778,0.0015014221,0.0000040376194],"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":[0.0002875504,0.00014224641,0.0024569675,0.00056441705,0.0010984148,0.000036943133,0.0012150273,0.000010082744,0.0031202661,0.00024216057,0.95509815,0.035727743],"study_design_scores_gemma":[0.0011979466,0.00019596938,0.0063688895,0.0017413478,0.0014466997,0.000061023744,0.00045706631,0.00002652272,0.000963501,0.0001160826,0.98716915,0.00025582552],"about_ca_topic_score_codex":0.005886444,"about_ca_topic_score_gemma":0.0023792612,"teacher_disagreement_score":0.70000476,"about_ca_system_score_codex":0.00009443924,"about_ca_system_score_gemma":0.00012243135,"threshold_uncertainty_score":0.99914664},"labels":[],"label_agreement":null},{"id":"W2766263730","doi":"10.15200/winn.150841.17462","title":"We are scientists and engineers testing NASA's James Webb Space Telescope, which is the scientific successor to the Hubble, AMA!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Space Agency; European Space Agency; National Aeronautics and Space Administration","keywords":"James Webb Space Telescope; Telescope; Spitzer Space Telescope; Optical telescope; Astronomy; James Clerk Maxwell Telescope; Physics; Infrared telescope; Space (punctuation); Aerospace engineering; Engineering; Computer science; Stars; Star formation","score_opus":0.020916596064467975,"score_gpt":0.2953284353804966,"score_spread":0.2744118393160286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766263730","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021330452,0.0004125355,0.00081918394,0.030463057,0.0016390346,0.0020102232,0.9420713,0.000040915245,0.0012132932],"genre_scores_gemma":[0.77017933,0.00002287849,0.0004184703,0.0004822072,0.0063746856,0.0005484588,0.1912889,0.00015012157,0.03053495],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99706316,0.00015287922,0.00028340353,0.0007813279,0.00083091,0.00088832487],"domain_scores_gemma":[0.99616784,0.00059153594,0.00033885083,0.0023054741,0.00039084995,0.00020543217],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001059768,0.00047233165,0.00039269283,0.0001208835,0.0030800179,0.0025402326,0.0029895154,0.00007886774,0.00035608214],"category_scores_gemma":[0.00024424487,0.00023461768,0.000128332,0.0008864154,0.00093536504,0.00022520366,0.0014024418,0.0011718626,0.0008647956],"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":[0.000011670001,0.000051507854,0.0004984688,0.000018529037,0.000087028704,0.000001522959,0.00018989049,0.00007790255,0.00003117974,0.000101737445,0.99062544,0.008305108],"study_design_scores_gemma":[0.00019255465,0.00003664461,0.0018885365,0.00028655332,0.00007505936,0.0000010668172,0.00073575566,0.00016186722,0.00023552286,0.00014115404,0.9959405,0.00030480768],"about_ca_topic_score_codex":0.00049076637,"about_ca_topic_score_gemma":0.00007467769,"teacher_disagreement_score":0.7507824,"about_ca_system_score_codex":0.000033151173,"about_ca_system_score_gemma":0.00036107143,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W2767344148","doi":"10.15200/winn.151014.49032","title":"Science AMA Series : We’re a team of researchers studying where wetlands can be found around the globe, from the arctic to the tropics, and trying to understand how human land use activities and climate change are affecting their distribution.","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Science and Climate 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":"Wetland; Globe; Climate change; Ecosystem; Global change; Tropics; Ecosystem services; Geography; Environmental science; Physical geography; Environmental resource management; Ecology; Geology; Oceanography","score_opus":0.13034061584925247,"score_gpt":0.3295567491710126,"score_spread":0.1992161333217601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767344148","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":[0.7688364,0.00039619982,0.000002383696,0.026916713,0.00018065897,0.0010256594,0.20257406,0.00001222881,0.000055695687],"genre_scores_gemma":[0.99503326,0.0014996562,0.0000058148953,0.00043045284,0.00026955068,0.000064877786,0.002579182,0.000015641634,0.00010154723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975256,0.0002454474,0.00018278623,0.0005675933,0.0008229668,0.0006556219],"domain_scores_gemma":[0.9975895,0.0008170227,0.00028433278,0.0011627976,0.000041851315,0.00010444215],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0019616485,0.00032712612,0.0003286198,0.00004302012,0.0062983283,0.0016774313,0.001570344,0.00006786952,0.000023162938],"category_scores_gemma":[0.00052576174,0.00013882754,0.000049728016,0.00048580443,0.0036883906,0.00066053437,0.0024910346,0.00043776928,0.0000028125924],"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":[0.00022589808,0.00009621191,0.46190402,0.00018256558,0.00023078978,0.000010168823,0.090599366,0.0000396161,0.00055626116,0.000090998765,0.44399813,0.0020659599],"study_design_scores_gemma":[0.00037485888,0.00032534663,0.45337945,0.00072773796,0.00015988134,0.00001423216,0.3729914,0.000023286424,0.000043857217,0.00039167088,0.17109513,0.00047312002],"about_ca_topic_score_codex":0.0063443817,"about_ca_topic_score_gemma":0.18134747,"teacher_disagreement_score":0.28239205,"about_ca_system_score_codex":0.00024293864,"about_ca_system_score_gemma":0.00003792737,"threshold_uncertainty_score":0.99935895},"labels":[],"label_agreement":null},{"id":"W2774876791","doi":"10.15200/winn.151274.41060","title":"Hello! We are palaeontologists from the Royal Tyrrell Museum and are currently studying the best preserved armoured dinosaur in the world. Ask us anything!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Paleontology and Evolutionary Biology","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":"Paleontology; Archaeology; Cretaceous; Geology; Geography","score_opus":0.045780666400320524,"score_gpt":0.2719749236880717,"score_spread":0.22619425728775117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774876791","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114527516,0.04808733,0.0000013909266,0.034782793,0.0035863654,0.0012785195,0.7967343,0.000035811878,0.0009659831],"genre_scores_gemma":[0.6720942,0.0023972427,0.0000067564238,0.002376771,0.0012339993,0.000041529882,0.32096413,0.000009217707,0.0008761173],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99608314,0.0018147764,0.00043010723,0.00063871813,0.00037344117,0.0006598462],"domain_scores_gemma":[0.99493104,0.0025277687,0.0006622028,0.0017580374,0.000053705146,0.00006725734],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015975015,0.00048324556,0.0005212396,0.000072035604,0.0016955838,0.00024050724,0.0035485819,0.00039672104,0.00051707204],"category_scores_gemma":[0.00049292576,0.00019358641,0.00012396876,0.00018510439,0.0013206901,0.00013483502,0.00021754311,0.0017985567,0.00040865838],"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":[0.00009144772,0.000039895895,0.46529284,0.0000114046825,0.00007864581,0.00005030312,0.00028693426,0.0000749289,1.0062694e-7,0.0000017217405,0.5336385,0.0004332832],"study_design_scores_gemma":[0.00021653347,0.000038404887,0.558737,0.0000881033,0.000096736265,0.00001418141,0.00068391743,0.0001712771,1.03255466e-7,0.00025352274,0.4395292,0.00017100881],"about_ca_topic_score_codex":0.017206198,"about_ca_topic_score_gemma":0.54881394,"teacher_disagreement_score":0.55756676,"about_ca_system_score_codex":0.00000877724,"about_ca_system_score_gemma":0.000077005534,"threshold_uncertainty_score":0.99960405},"labels":[],"label_agreement":null},{"id":"W2792264068","doi":"10.15200/winn.152111.18240","title":"Hi Reddit! We discovered “Steve,” a mysterious purple light in the sky related to auroras. We’re space and citizen scientists participating in an initiative called Aurorasaurus and working with NASA. Ask us anything!","year":2018,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Atmospheric and Environmental Gas Dynamics","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":"Amateur; Sky; Space (punctuation); Media studies; Computer science; Physics; History; Meteorology; Sociology","score_opus":0.016882531603464063,"score_gpt":0.2450569686234866,"score_spread":0.22817443702002255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792264068","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":[0.9755319,0.0001656143,0.000032206386,0.0027331165,0.00018055979,0.0012652351,0.019667886,0.000023217346,0.00040030878],"genre_scores_gemma":[0.97161144,0.0002888734,0.0016131834,0.0016736719,0.00009704325,0.00043092345,0.023534961,0.00010482505,0.0006451011],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996869,0.00046048252,0.00049280096,0.0008783377,0.00062444265,0.0006749304],"domain_scores_gemma":[0.9985428,0.00013038144,0.00032146755,0.00083415123,0.0000065665154,0.00016463768],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008989619,0.0004992082,0.00046279852,0.00004042419,0.00039213113,0.00027005794,0.0007394034,0.00023452353,0.0002724969],"category_scores_gemma":[0.000069933405,0.00031097353,0.000033132575,0.00083101407,0.00083902944,0.0003514864,0.0009121727,0.00065218774,0.00004390426],"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":[0.0016654845,0.0010577333,0.1978996,0.00020149835,0.00025006616,0.0014698451,0.14636289,0.016700225,0.00075565936,0.000042779084,0.6287546,0.0048396317],"study_design_scores_gemma":[0.00490568,0.0023610557,0.3579183,0.0027531483,0.00038011078,0.0003093122,0.017949564,0.010292458,0.000033095985,0.0012468521,0.5986513,0.003199128],"about_ca_topic_score_codex":0.0010364752,"about_ca_topic_score_gemma":0.007403491,"teacher_disagreement_score":0.16001871,"about_ca_system_score_codex":0.0003421398,"about_ca_system_score_gemma":0.000029535555,"threshold_uncertainty_score":0.99993426},"labels":[],"label_agreement":null},{"id":"W2794758787","doi":"10.15200/winn.152224.41483","title":"Science AMA Series: I’m an artist who translate scientific data into sculptures and musical scores. AMA!","year":2018,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Research Data Management Practices","field":"Computer 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":"Musical; Series (stratigraphy); Sculpture; Art; Visual arts; Art history; Computer science; Geology; Paleontology","score_opus":0.08531067714261051,"score_gpt":0.3841685807814692,"score_spread":0.29885790363885867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794758787","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018122889,0.0005784002,0.0060327933,0.0077806883,0.0027001707,0.0012420804,0.9792402,0.00018666993,0.00042671617],"genre_scores_gemma":[0.0007865774,0.0009639393,0.0071951747,0.0011618217,0.0009462041,0.00004447135,0.9865687,0.000043150627,0.0022900007],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99288476,0.00045738125,0.00046238065,0.0028218736,0.002460345,0.00091327267],"domain_scores_gemma":[0.9844322,0.00021335037,0.000301138,0.014335182,0.00034800312,0.0003701235],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["sts","scholarly_communication","open_science"],"category_scores_codex":[0.0076278443,0.00044525487,0.0003740484,0.0008750215,0.002079025,0.025776155,0.031198842,0.00013789516,0.00007940524],"category_scores_gemma":[0.0012537745,0.0003041368,0.000040021372,0.0031798645,0.007141254,0.052842207,0.014319445,0.0007849088,0.00019979573],"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":[0.000021652933,0.00008673016,0.0000029769756,0.00008441182,0.000036207442,0.000043384247,0.0003931268,0.00000172868,0.00013772756,0.0077579427,0.988815,0.0026190917],"study_design_scores_gemma":[0.00017296491,0.00016959722,0.00025753345,0.00008577054,0.000045226003,0.00002598086,0.000044322245,0.003154443,0.00003975291,0.0016340312,0.9939701,0.00040025468],"about_ca_topic_score_codex":0.0003466948,"about_ca_topic_score_gemma":0.0019312626,"teacher_disagreement_score":0.02706605,"about_ca_system_score_codex":0.000056248115,"about_ca_system_score_gemma":0.0007654444,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W2800592623","doi":"10.15200/winn.152388.83041","title":"Science AMA Series: We’re NASA, MIT and Kepler scientists excited about the launch of our newest planet hunter, TESS. AMA!","year":2018,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Science, Research, and Medicine","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":"Goddard Space Flight Center; National Aeronautics and Space Administration","keywords":"Kepler; Planet; Astrobiology; Series (stratigraphy); Astronomy; Physics; Geology","score_opus":0.03708902636290263,"score_gpt":0.3473518781242998,"score_spread":0.3102628517613972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800592623","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070659466,0.0035486082,0.00000513536,0.016280683,0.0045342254,0.0024048593,0.8993181,0.00007717284,0.0031717445],"genre_scores_gemma":[0.1009296,0.0070311935,0.0001755407,0.012393432,0.008139163,0.00015256101,0.80425334,0.00015917273,0.06676597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954084,0.00011225877,0.0005102546,0.0007769445,0.0023161417,0.00087595626],"domain_scores_gemma":[0.99645734,0.00019770337,0.00031075985,0.002007342,0.0006376452,0.00038918378],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032086524,0.00038811885,0.00061288493,0.00065722043,0.000646863,0.00018121456,0.0018862823,0.00020298072,0.0007608493],"category_scores_gemma":[0.0010588351,0.00018911474,0.00006441586,0.0022218947,0.006242806,0.00023515562,0.0006566994,0.00074750354,0.00015789174],"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":[0.0001434187,0.00009026941,0.0006488636,0.00024297494,0.00004853167,0.0000375481,0.0006864367,2.4573143e-7,0.0009430452,0.0000266992,0.99673796,0.0003940198],"study_design_scores_gemma":[0.0010887886,0.0006106779,0.013062437,0.00078185665,0.00014391371,0.0002904991,0.00141799,0.000026909896,0.00019402883,0.00003995834,0.98213255,0.00021041087],"about_ca_topic_score_codex":0.0007279128,"about_ca_topic_score_gemma":0.0005218895,"teacher_disagreement_score":0.095064744,"about_ca_system_score_codex":0.0000719436,"about_ca_system_score_gemma":0.0012438333,"threshold_uncertainty_score":0.99646163},"labels":[],"label_agreement":null},{"id":"W2804934519","doi":"10.15200/winn.152647.75054","title":"Science AMA Series: This is Chris Deeg of the University of British Columbia (Canada). I do research on Giant Viruses that infect microscopic organisms and I’m here today to talk about it. AMA!","year":2018,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Bacteriophages and microbial interactions","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":"Giant Virus; Biology; Genome; Evolutionary biology; Viral evolution; Genealogy; History; Gene; Genetics","score_opus":0.016145170413492047,"score_gpt":0.26026612212059624,"score_spread":0.24412095170710418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804934519","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":[0.61583364,0.000030997253,3.0022795e-7,0.000407607,0.00033099463,0.00034583395,0.38244024,0.0000040052205,0.0006063998],"genre_scores_gemma":[0.9351283,0.0025723046,0.00019008994,0.0066361884,0.00023846523,0.000009100054,0.012965085,0.00010015084,0.04216037],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983676,0.00010772156,0.00018018228,0.00043569342,0.00056002795,0.0003487825],"domain_scores_gemma":[0.9986709,0.00008583069,0.00016992624,0.00088581676,0.00009158686,0.000095985844],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004879947,0.00014152315,0.00023051508,0.000046745954,0.00079781254,0.00016407028,0.0013381528,0.000112605085,0.01398295],"category_scores_gemma":[0.000068371024,0.0001336423,0.00004849278,0.0007978423,0.0025295215,0.00021218567,0.0014609625,0.0003763901,0.00010598021],"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":[0.000014191006,0.000041667725,0.00030176475,0.000023506089,0.000014166489,0.0000054740754,0.00024990566,4.975411e-7,0.09708802,4.3655544e-7,0.9021024,0.0001579699],"study_design_scores_gemma":[0.00010872301,0.00014540304,0.06809388,0.00038718205,0.000022246064,0.00002435426,0.00056477287,1.4806915e-7,0.0087937815,0.0000095131045,0.92170286,0.00014715028],"about_ca_topic_score_codex":0.8022945,"about_ca_topic_score_gemma":0.9286123,"teacher_disagreement_score":0.36947516,"about_ca_system_score_codex":0.00032210647,"about_ca_system_score_gemma":0.00034481887,"threshold_uncertainty_score":0.9869184},"labels":[],"label_agreement":null},{"id":"W2912024536","doi":"10.15200/winn.154928.84635","title":"Science Discussion Series: Yesterday was the Super Bowl, and today we are hosting a team of concussion experts. Let’s discuss pediatric, sports-related, military-related, and chronic brain injuries!","year":2019,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Traumatic Brain Injury 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":"Brain Injury Research Center; West Virginia University; Centers for Disease Control and Prevention; Dartmouth College; American Academy of Neurology; U.S. Department of Defense","keywords":"Yesterday; Concussion; Aeronautics; Psychology; Applied psychology; Engineering; Operations research; Medical emergency; Medicine; Injury prevention; Poison control; Physics","score_opus":0.01916689474995162,"score_gpt":0.3024771560817096,"score_spread":0.28331026133175796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912024536","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":[0.53818697,0.025420796,0.0000029119708,0.08460987,0.0020577668,0.0060003833,0.34313217,0.0001246642,0.00046444542],"genre_scores_gemma":[0.67605245,0.028042363,0.00017703901,0.0018398035,0.0023082262,0.00041024433,0.24106774,0.0005245278,0.049577583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946693,0.000384174,0.0011579902,0.0010498014,0.001853872,0.0008848162],"domain_scores_gemma":[0.9958885,0.0007925662,0.0005035866,0.0022579525,0.00025747807,0.00029992536],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033317222,0.00067481154,0.0010635458,0.0005564866,0.00070902513,0.00010360676,0.0010214754,0.0005184355,0.0005658223],"category_scores_gemma":[0.0013147448,0.0002698277,0.0001599476,0.0012037022,0.0032890304,0.0005345105,0.0013404947,0.0015836634,0.000043350345],"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":[0.00054020446,0.00015565568,0.0027565723,0.0014403008,0.00012291523,0.000032453994,0.008463352,0.000003242498,0.0013844506,0.000039720722,0.9817815,0.0032796776],"study_design_scores_gemma":[0.005541608,0.0033892582,0.03428769,0.008387647,0.0010719985,0.0011333626,0.019841606,0.0001618922,0.00047082544,0.00041034594,0.9238087,0.0014950708],"about_ca_topic_score_codex":0.00013922197,"about_ca_topic_score_gemma":0.000057888905,"teacher_disagreement_score":0.13786548,"about_ca_system_score_codex":0.00022582184,"about_ca_system_score_gemma":0.001140592,"threshold_uncertainty_score":0.9999754},"labels":[],"label_agreement":null},{"id":"W4234002996","doi":"10.15200/winn.149044.49870","title":"Science AMA Series: We’re the Association of Polar Early Career Scientists (APECS), here to talk about life and science in the polar regions, Ask Us Anything!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Polar Research and Ecology","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":"Outreach; Polar; Political science; Physics; Astronomy","score_opus":0.015477028869806,"score_gpt":0.27866807020915024,"score_spread":0.26319104133934423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234002996","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":[0.7143746,0.0006314106,0.000002752096,0.021563906,0.000990027,0.0017170493,0.25871933,0.000021789368,0.0019791224],"genre_scores_gemma":[0.98532814,0.00059459935,0.00006098238,0.0034280734,0.0002865226,0.00007792551,0.007262829,0.000032220483,0.002928706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99506295,0.0003299041,0.000354112,0.00073328865,0.0024010122,0.0011187489],"domain_scores_gemma":[0.9969416,0.00023620359,0.0004351461,0.0020140207,0.0001090886,0.00026389278],"candidate_categories":["sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.009752645,0.0002724968,0.000303859,0.00029129736,0.0027906937,0.0009386833,0.006142842,0.00018270721,0.0002865933],"category_scores_gemma":[0.003658764,0.00014955521,0.0000640751,0.0019743189,0.0058475924,0.0011475536,0.002350913,0.0008584814,0.00035599657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039799415,0.00007308305,0.06165625,0.000023169483,0.000015767728,0.000021460257,0.0021946894,0.000015351106,0.001664761,0.00012935912,0.93387145,0.00029486546],"study_design_scores_gemma":[0.00013614581,0.00012342888,0.4095454,0.000041535553,0.0000134495385,0.000019358251,0.0004354165,0.000008639075,0.000036913403,0.00017848154,0.58929497,0.00016624175],"about_ca_topic_score_codex":0.0072146384,"about_ca_topic_score_gemma":0.012105014,"teacher_disagreement_score":0.34788916,"about_ca_system_score_codex":0.00057580165,"about_ca_system_score_gemma":0.000667628,"threshold_uncertainty_score":0.9993964},"labels":[],"label_agreement":null},{"id":"W4247575973","doi":"10.15200/winn.154928.88267","title":"Science Discussion Series: Yesterday was the Super Bowl, and today we are hosting a team of concussion experts. Let's discuss pediatric, sports-related, military-related, and chronic brain injuries!","year":2019,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Traumatic Brain Injury 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":"Brain Injury Research Center; West Virginia University; Centers for Disease Control and Prevention; Dartmouth College; American Academy of Neurology; U.S. Department of Defense","keywords":"Chronic traumatic encephalopathy; Concussion; Traumatic brain injury; Medicine; Athletes; Population; Yesterday; Psychology; Physical therapy; Psychiatry; Poison control; Injury prevention; Medical emergency","score_opus":0.01812387140418083,"score_gpt":0.30185129962712054,"score_spread":0.2837274282229397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247575973","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":[0.56096524,0.025163708,0.0000029707367,0.07846946,0.0019050624,0.005820968,0.3271051,0.0001203973,0.00044706132],"genre_scores_gemma":[0.6911749,0.0271953,0.00017344701,0.0016884316,0.0022518607,0.0003899266,0.23358934,0.000504306,0.043032445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946874,0.00038442222,0.0011485572,0.0010485929,0.0018471878,0.0008838344],"domain_scores_gemma":[0.9958809,0.00080485496,0.0005028024,0.0022552148,0.000256661,0.0002995616],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033145284,0.00067419466,0.0010616311,0.00055468007,0.00071254594,0.00010716117,0.0010214815,0.0005173112,0.00056101853],"category_scores_gemma":[0.001306867,0.00026963314,0.00015980806,0.0012242576,0.003318816,0.0005514949,0.0013418067,0.0015808628,0.000042264088],"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":[0.00055701,0.00016181353,0.0028129648,0.0014991824,0.00012826073,0.000034144745,0.008474862,0.0000034234633,0.0014995768,0.000039511746,0.98103595,0.0037532882],"study_design_scores_gemma":[0.005662127,0.0034851213,0.035256036,0.008530246,0.0011074234,0.001145164,0.020378176,0.0001644661,0.0004935466,0.00042228025,0.92182887,0.0015265585],"about_ca_topic_score_codex":0.00013614619,"about_ca_topic_score_gemma":0.000054705713,"teacher_disagreement_score":0.1302097,"about_ca_system_score_codex":0.00022012489,"about_ca_system_score_gemma":0.0011119213,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W4248311914","doi":"10.15200/winn.143696.66319","title":"Under Construction","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Canadian Policy 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":"Work (physics); Schedule; Liability; Natural (archaeology); Road construction; Business; Geography; Engineering; Transport engineering; Finance; Management; Archaeology","score_opus":0.032917187515923346,"score_gpt":0.3173087537611242,"score_spread":0.2843915662452009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248311914","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013292042,0.00013424407,0.0000011518591,0.016342195,0.0011023191,0.00010120434,0.9705988,0.000011991244,0.011694812],"genre_scores_gemma":[0.00010552425,0.00037679326,0.0000116764195,0.013910034,0.0047671665,0.000014343113,0.9402538,0.000013697127,0.040546957],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915546,0.000108550754,0.00008969922,0.00011162202,0.00032596543,0.00020870501],"domain_scores_gemma":[0.99935406,0.000054920372,0.00010230838,0.00033360702,0.00006519961,0.000089908564],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040938385,0.00008147646,0.000095625444,0.000029219653,0.00027611206,0.00006454076,0.00040479907,0.00016448871,0.0010581317],"category_scores_gemma":[0.00017818596,0.00006167693,0.00003565392,0.00017571554,0.0005213579,0.000058664547,0.000032496042,0.00021282869,0.000844979],"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":[0.000002434382,0.000002935817,5.669819e-7,0.0000016430407,0.00000861009,0.0000010102536,0.00027787095,8.668314e-7,5.2119148e-8,0.00801316,0.99146974,0.0002211001],"study_design_scores_gemma":[0.000046567835,0.0000038057096,0.000020780559,0.000009321219,0.000016376945,0.000002205198,0.00022294413,7.2730494e-8,2.188484e-7,0.0066401446,0.9929491,0.00008840732],"about_ca_topic_score_codex":0.1869037,"about_ca_topic_score_gemma":0.2050907,"teacher_disagreement_score":0.030344984,"about_ca_system_score_codex":0.00017866441,"about_ca_system_score_gemma":0.00080376846,"threshold_uncertainty_score":0.999933},"labels":[],"label_agreement":null},{"id":"W4248684806","doi":"10.15200/winn.144906.61005","title":"Science AMA Series: In 1915, Einstein published his general theory of relativity. How are scientists using Einstein’s theory today? We cover physics and astronomy for Science News. Ask us anything!","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Einstein; Physics; General relativity; Theory of relativity; Astronomy; Theoretical physics; Quantum mechanics","score_opus":0.02747091108016337,"score_gpt":0.27446423096164846,"score_spread":0.2469933198814851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248684806","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":[0.52013135,0.00040049414,0.0049078516,0.0015980696,0.004853157,0.0028291652,0.4636598,0.000051284638,0.0015688251],"genre_scores_gemma":[0.90921366,0.00003417965,0.0058550187,0.0004944146,0.0048449556,0.00021914215,0.07365009,0.00017003444,0.0055184825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958213,0.0002677063,0.00051945157,0.0011666137,0.0011853847,0.0010395402],"domain_scores_gemma":[0.9966196,0.00023480061,0.0009211507,0.0013860815,0.00056574895,0.00027261372],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0065572425,0.0005357466,0.0007223938,0.00063514034,0.0008699108,0.0014719595,0.0021146834,0.00014043918,0.000075491815],"category_scores_gemma":[0.00042767165,0.00039740888,0.00015093664,0.0028077103,0.0055703954,0.004179995,0.0007486158,0.0005552365,0.000010464531],"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":[0.0010006899,0.00087664684,0.017945252,0.00025939415,0.00021628641,0.000012889261,0.003925623,0.00317411,0.011688155,0.13412032,0.81116205,0.015618559],"study_design_scores_gemma":[0.0051340954,0.0006920873,0.0042185746,0.0015756355,0.00042533502,0.000018715424,0.007809323,0.0021336009,0.006043542,0.09621865,0.87298685,0.0027435946],"about_ca_topic_score_codex":0.00061265286,"about_ca_topic_score_gemma":0.00007019759,"teacher_disagreement_score":0.3900097,"about_ca_system_score_codex":0.00025645844,"about_ca_system_score_gemma":0.003652097,"threshold_uncertainty_score":0.99984777},"labels":[],"label_agreement":null},{"id":"W4254468873","doi":"10.15200/winn.144483.31170","title":"Catching Cancer","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Marsupial; Population; Biology; Disease; Evolutionary biology; Ecology; Genealogy; Environmental ethics; Zoology; Demography; History; Sociology; Medicine; Pathology","score_opus":0.10302945679508854,"score_gpt":0.44558420266906135,"score_spread":0.34255474587397283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254468873","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001409335,0.0013168559,5.154668e-7,0.010532894,0.0008821581,0.00046938178,0.98376554,0.000030096193,0.0015932354],"genre_scores_gemma":[0.00010032755,0.00025282556,0.000028675287,0.0021099905,0.0015310851,0.0001076701,0.9816939,0.000028871047,0.014146654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870974,0.00011132443,0.00016659684,0.00023326377,0.0004632757,0.00031578258],"domain_scores_gemma":[0.99856573,0.00007846064,0.00006940535,0.0009808452,0.00018027691,0.00012529253],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006198086,0.00017558923,0.00034597682,0.000094731455,0.000079217825,0.00001574556,0.00043764702,0.0002480286,0.0025043653],"category_scores_gemma":[0.00016581682,0.0001029859,0.00006109152,0.00016299589,0.00017336945,0.000028040391,0.00030824574,0.0010246001,0.0015502635],"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":[0.0002048167,0.000053663756,0.000050146216,0.00007109617,0.000116237105,0.00022437419,0.00006637451,5.78742e-7,0.00009922996,6.226945e-7,0.99863946,0.00047339112],"study_design_scores_gemma":[0.0004638105,0.0002526896,0.0003204277,0.00009928576,0.00014823396,0.00073535636,0.00002492299,0.0000024603394,0.00000203686,0.000025899782,0.9978193,0.00010558527],"about_ca_topic_score_codex":0.0009520029,"about_ca_topic_score_gemma":0.00017374556,"teacher_disagreement_score":0.012553418,"about_ca_system_score_codex":0.00023004251,"about_ca_system_score_gemma":0.0008533683,"threshold_uncertainty_score":0.99922717},"labels":[],"label_agreement":null},{"id":"W603893723","doi":"10.15200/winn.143928.89781","title":"Which is More Injurious: Cannabis or Alcohol?","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Institute for Clinical Evaluative Sciences","keywords":"Exposition (narrative); Cannabis; Psychology; Alcohol; Psychoanalysis; Psychiatry; Chemistry; Art; Literature","score_opus":0.037359516515419425,"score_gpt":0.3636049834541586,"score_spread":0.3262454669387392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W603893723","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047546916,0.00081456307,4.2002424e-7,0.1394526,0.0006840615,0.0010830539,0.8554118,0.000058462258,0.0020195304],"genre_scores_gemma":[0.000078524055,0.00031860083,0.0000069155285,0.008969794,0.0016937953,0.00021620373,0.74308044,0.00008684708,0.2455489],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960887,0.00015005002,0.00051908445,0.000675348,0.0017321619,0.00083467434],"domain_scores_gemma":[0.9952134,0.0000147422825,0.00018910758,0.002728419,0.0013572017,0.000497133],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001238975,0.00054351677,0.00081417925,0.00031418575,0.00018859465,0.00012539327,0.0009947327,0.0005867916,0.008801431],"category_scores_gemma":[0.00066657667,0.00029093953,0.00021472262,0.0011370734,0.00032945923,0.000068835514,0.00054367795,0.0016208367,0.0017304684],"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":[0.0005776094,0.00016252464,0.000016570031,0.00024242343,0.00023352854,0.00011254084,0.0003538692,4.7297976e-7,0.000016809161,0.000001969036,0.99732524,0.00095643935],"study_design_scores_gemma":[0.0011817815,0.00046799929,0.00042759444,0.00016939422,0.0003325101,0.00024244284,0.00023453729,0.000006496636,0.00006893679,0.000027820637,0.996457,0.0003834821],"about_ca_topic_score_codex":0.0028504669,"about_ca_topic_score_gemma":0.0014426755,"teacher_disagreement_score":0.24352938,"about_ca_system_score_codex":0.000351235,"about_ca_system_score_gemma":0.0030906643,"threshold_uncertainty_score":0.9999543},"labels":[],"label_agreement":null}]}