{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":51,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":51,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8af8825e7fc5","filters":{"topic":"Health, Technology, Consumer Behavior"}},"results":[{"id":"W4214501550","doi":"10.2196/26511","title":"The Role of Health Kiosks: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Interactive kiosk; Usability; World Wide Web; Medicine; Health care; MEDLINE; Software deployment; The Internet; Computer science; Internet privacy; Political science","authors":[{"name":"Inocencio Maramba","is_ca":false},{"name":"Ray Jones","is_ca":false},{"name":"Daniela Austin","is_ca":false},{"name":"Katie Edwards","is_ca":false},{"name":"Edward Meinert","is_ca":false},{"name":"Arunangsu Chatterjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07590149026005075,"gpt":0.4979139527983075,"spread":0.4220124625382567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007657561,0.0001330984,0.0005545067,0.00009198274,0.001984784,0.000003269495,0.000825212,0.000198408,0.001753582],"category_scores_gemma":[0.001131626,0.00009434567,0.00007504167,0.0005028058,0.0002270159,0.00008817462,0.0007893183,0.002472435,0.0001867812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994328,"about_ca_system_score_gemma":0.004866364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171155,"about_ca_topic_score_gemma":0.00009529332,"domain_scores_codex":[0.9941602,0.00106838,0.002726067,0.00009812231,0.001191993,0.0007552231],"domain_scores_gemma":[0.9966702,0.001026016,0.001163436,0.0007266377,0.0001133632,0.0003003794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001340207,0.0001430749,0.005337009,0.02773369,0.00002306684,0.000002429981,0.01067615,3.870483e-7,0.00000151604,0.009133328,0.05327111,0.8936648],"study_design_scores_gemma":[0.001042448,0.0003280726,0.001173663,0.04868734,0.00002901724,0.00002950348,0.050336,0.0005921534,0.000006921304,0.000845412,0.8966599,0.0002696538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1527054,0.4328647,0.001228752,0.3019401,0.007364419,0.05370517,0.0003382212,0.002786849,0.04706636],"genre_scores_gemma":[0.3926521,0.2550189,0.006837651,0.3067303,0.0006187483,0.03553305,0.0003843954,0.0002990176,0.001925908],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8933952,"threshold_uncertainty_score":0.9998289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166899173","doi":"10.33370/jpw.v23i1.511","title":"Analisis Minat Penggunaan Dompet Digital Dengan Pendekatan Technology Acceptance Model (TAM) Pada Pengguna di Kota Surabaya","year":2021,"lang":"id","type":"article","venue":"Jurnal Pengembangan Wiraswasta","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Psychology; Nonprobability sampling; Business administration; Population; Business; Sociology","authors":[{"name":"Khowin Ardianto","is_ca":true},{"name":"Nurul Azizah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04727665859221837,"gpt":0.3595596653740163,"spread":0.312283006781798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002653643,0.002476313,0.003496837,0.002266471,0.003965452,0.0007318733,0.004369211,0.004830963,0.002569355],"category_scores_gemma":[0.004070286,0.002736679,0.001061052,0.005088726,0.001794185,0.002351038,0.00393368,0.01403001,0.002408414],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002571465,"about_ca_system_score_gemma":0.007972191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003765181,"about_ca_topic_score_gemma":0.005412729,"domain_scores_codex":[0.9809673,0.002225177,0.004549096,0.004148444,0.002341973,0.005767938],"domain_scores_gemma":[0.9850917,0.001728522,0.002369394,0.00593521,0.00265034,0.00222478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276392,0.007507554,0.697879,0.005460243,0.002127443,0.01623893,0.01082873,0.0001509922,0.03295763,0.02228962,0.07588515,0.1273983],"study_design_scores_gemma":[0.03147301,0.003987005,0.4367407,0.01104832,0.005940048,0.007052583,0.2696404,0.01277066,0.02841219,0.009370815,0.1644927,0.01907161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513924,0.008394968,0.001075912,0.02217253,0.003508525,0.003127998,0.003135009,0.00162272,0.005569917],"genre_scores_gemma":[0.9807139,0.003328611,0.001304334,0.001064118,0.0008120227,0.0004017597,0.0006908874,0.0007082824,0.01097606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611383,"threshold_uncertainty_score":0.9987974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198407226","doi":"10.5267/j.ijdns.2021.7.007","title":"Adoption of e-payment system to support health social security agency","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Payment; Business; Payment system; Agency (philosophy); Information and Communications Technology; The Internet; Social security; Work (physics); Marketing; Finance; Computer science; Economics; Engineering; World Wide Web; Sociology","authors":[{"name":"Mochammad Fahlevi","is_ca":false},{"name":"Nouf Alharbi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1251484266007188,"gpt":0.4933748548781348,"spread":0.368226428277416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004497771,0.00007550223,0.0002585881,0.0001752839,0.0004335939,0.00001912303,0.001096554,0.00007833842,0.00006455767],"category_scores_gemma":[0.0002162686,0.00006802398,0.00002781642,0.0004428032,0.0001599482,0.0004414537,0.0008040782,0.0004430367,0.00001365622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362809,"about_ca_system_score_gemma":0.003123234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007306132,"about_ca_topic_score_gemma":0.0001719702,"domain_scores_codex":[0.9974705,0.0002334335,0.0009176562,0.0002527334,0.0007803887,0.0003453062],"domain_scores_gemma":[0.997608,0.0001149374,0.0007428525,0.0002854848,0.001032395,0.0002163433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003067676,0.0005077629,0.3258416,0.0005491552,0.0001424017,0.0003032237,0.01232319,0.00003673389,0.002458332,0.02987735,0.08949506,0.5381585],"study_design_scores_gemma":[0.003024651,0.0009897106,0.8108213,0.003180068,0.0001052396,0.0008135023,0.01386301,0.001491859,0.0003469634,0.001368434,0.1635093,0.0004860284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768891,0.0004687209,0.003513591,0.01426368,0.003918596,0.0002751017,0.0003218671,0.00002225715,0.0003271072],"genre_scores_gemma":[0.9938772,0.0003461404,0.004318771,0.0008475147,0.0005422445,0.000003434317,0.00003309604,0.000005256627,0.00002632931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5376724,"threshold_uncertainty_score":0.5540483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891387344","doi":"10.14740/jocmr3574w","title":"Recommendations of Lifestyle Modification According to a Survey of First-Year University Students","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Fukuoka University; Research Promotion Foundation","keywords":"Medicine; Medical education; Lifestyle modification; Survey research; Family medicine; Gerontology; Internal medicine; Applied psychology; Psychology","authors":[{"name":"Junko Nakanishi","is_ca":false},{"name":"Yasunori Suematsu","is_ca":false},{"name":"Tadaaki Arimura","is_ca":false},{"name":"Takashi Kuwano","is_ca":false},{"name":"Yuhei Shiga","is_ca":false},{"name":"Ken Kitajima","is_ca":false},{"name":"Natsumi Morito","is_ca":false},{"name":"Takanobu Nii","is_ca":false},{"name":"Keijiro Saku","is_ca":false},{"name":"Shin-ichiro Miura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7178097623869153,"gpt":0.7094066770485888,"spread":0.008403085338326455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05066989,0.00008440267,0.0007851112,0.0009108601,0.0003659652,0.000001951782,0.000990462,0.0003702108,0.000268649],"category_scores_gemma":[0.0601572,0.00006793659,0.00007587578,0.001471888,0.0007075671,0.0001046332,0.0003839562,0.002397299,0.00008379904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030038,"about_ca_system_score_gemma":0.001367224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002205425,"about_ca_topic_score_gemma":0.001557576,"domain_scores_codex":[0.9901789,0.005442984,0.002557383,0.0002170496,0.001179678,0.0004240372],"domain_scores_gemma":[0.9747488,0.0160583,0.001312877,0.0005711036,0.006810122,0.0004987877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006455117,0.000357371,0.9687051,0.00008611571,0.00004295752,0.000004038379,0.0006825399,1.771636e-7,0.0001017743,0.0001469304,0.01808803,0.01113946],"study_design_scores_gemma":[0.002434027,0.002511042,0.9658089,0.001231998,0.00003684162,0.000001608519,0.01040912,0.00001907632,0.00004636939,0.00008822396,0.01736382,0.00004899822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649194,0.00003102418,0.0006161319,0.03243573,0.0008062255,0.0006230512,0.00002248696,0.00001078479,0.0005351372],"genre_scores_gemma":[0.996799,0.0007526228,0.001566862,0.0000668682,0.000440551,0.000003115035,0.000003137643,0.00001383416,0.0003540047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03236887,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107556111","doi":"10.38043/jmb.v17i4.2718","title":"Corporate Governance dan Kinerja Keuangan","year":2020,"lang":"en","type":"article","venue":"Jurnal Manajemen Bisnis","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporate governance; Nonprobability sampling; Business; Accounting; Quarter (Canadian coin); Sample (material); Path analysis (statistics); Panel data; Supervisory board; Population; Sharia; Finance; Islam; Economics; Statistics","authors":[{"name":"Haniatus Sa’diyah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1655745804057166,"gpt":0.4022149355143998,"spread":0.2366403551086832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005125522,0.0003042106,0.0004849369,0.00008252186,0.0007429947,0.00001787637,0.0006468921,0.0004488074,0.000380133],"category_scores_gemma":[0.0003453259,0.0002874043,0.0001034886,0.0006628249,0.0001401691,0.0001887142,0.0003159846,0.001940701,0.00128655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002993608,"about_ca_system_score_gemma":0.0004989593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003081673,"about_ca_topic_score_gemma":0.0005560893,"domain_scores_codex":[0.9967028,0.0003897137,0.0009034501,0.0005820867,0.0004386726,0.0009832396],"domain_scores_gemma":[0.9976833,0.0001539309,0.0008539375,0.0005808307,0.0001762971,0.0005517101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001524856,0.0001357678,0.8587798,0.0004434913,0.00007409592,0.0003592663,0.00174932,0.000004302171,0.005512835,0.02921082,0.05907736,0.04450046],"study_design_scores_gemma":[0.001148728,0.0001935073,0.4548825,0.000115648,0.00006050346,0.000007409679,0.0006980819,0.0001502459,0.0002628602,0.000166304,0.5419822,0.0003320202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102029,0.0003798846,0.0003156226,0.07535029,0.0009225709,0.001170121,0.00004799866,0.0007620351,0.01084862],"genre_scores_gemma":[0.9815053,0.0003862971,0.0007678376,0.01430401,0.0005247894,0.0001623565,0.0000217439,0.000085909,0.002241724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4829048,"threshold_uncertainty_score":0.9999578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293214969","doi":"10.5267/j.ijdns.2022.7.008","title":"Attitude based on Tri Kaya Parisudha in increasing intention to reuse e-money","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Risk perception; Reuse; Nonprobability sampling; Norm (philosophy); Perception; Social psychology; Psychology; Sample (material); Medicine; Engineering; Political science; Environmental health; Law; Population","authors":[{"name":"Nyoman Dwika Ayu Amrita","is_ca":false},{"name":"Wayan Gede Supartha","is_ca":false},{"name":"I Gusti Ayu Ketut Giantari","is_ca":false},{"name":"Ni Wayan Ekawati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1261980883848463,"gpt":0.4891393723235432,"spread":0.3629412839386968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01082756,0.00008529655,0.0001823293,0.0006756477,0.0005814044,0.00003302596,0.002629895,0.00005425034,0.0001306524],"category_scores_gemma":[0.002474598,0.00007852212,0.00002030924,0.00076187,0.0001317963,0.0004973208,0.00178989,0.001087613,0.00001098554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295637,"about_ca_system_score_gemma":0.000953457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003852235,"about_ca_topic_score_gemma":0.0002947664,"domain_scores_codex":[0.9971734,0.0005814028,0.0006917482,0.0003103713,0.0008847559,0.0003583365],"domain_scores_gemma":[0.9978964,0.0006851775,0.0004112878,0.0005407537,0.0002895128,0.0001768327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106865,0.0002449668,0.9348143,0.000009541607,0.00001293705,0.0001332984,0.0005370225,0.001112399,0.000994334,0.0005226006,0.009372065,0.05113961],"study_design_scores_gemma":[0.002163574,0.0004813749,0.9078075,0.0007285372,0.00002305314,0.0001093719,0.00117747,0.01717066,0.00002626869,0.0005663055,0.0695373,0.0002086014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98305,0.00009770759,0.001355399,0.0129075,0.002076105,0.0002556815,0.00007657707,0.0000172287,0.0001638308],"genre_scores_gemma":[0.9905881,0.00007364785,0.006476974,0.002634384,0.0001635554,0.00001540745,0.000019075,0.000007510097,0.00002131272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06016524,"threshold_uncertainty_score":0.4887043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031988256","doi":"10.1016/j.jneb.2014.04.154","title":"Grocer-added SNAP-Ed Social Marketing Campaign to Increase Fruit and Vegetable Purchase and Consumption","year":2014,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Business; Snap; Social marketing; Advertising; Marketing; Agricultural economics; Food science; Economics; Chemistry; Sociology; Computer science","authors":[{"name":"Marcia Scott","is_ca":false},{"name":"Jamie Rahrig","is_ca":false},{"name":"S.R. Cullen","is_ca":false},{"name":"Paul McConaughy","is_ca":false},{"name":"Barbara MkNelly","is_ca":false},{"name":"Sharon Sugerman","is_ca":false},{"name":"Kairalla M.S. Khaira .","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0443906260954488,"gpt":0.4120084108994033,"spread":0.3676177848039545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002020846,0.0001607087,0.0003463853,0.0004392624,0.0007878319,0.00003830771,0.00008200917,0.0003250428,0.0001835515],"category_scores_gemma":[0.0006086947,0.0001586678,0.00003695135,0.000151406,0.000111324,0.0002648826,0.00005527183,0.0006916005,0.000017295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579896,"about_ca_system_score_gemma":0.0003345897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011456,"about_ca_topic_score_gemma":0.00005072578,"domain_scores_codex":[0.9978023,0.0007043483,0.0007405917,0.0002329698,0.0002021391,0.0003176765],"domain_scores_gemma":[0.998119,0.0003460456,0.0005151597,0.0001244065,0.00046374,0.0004316718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004097538,0.004810114,0.7139646,0.001549437,0.00002109101,0.00000941787,0.003931975,3.074286e-8,0.02354639,0.00051884,0.01417818,0.2370601],"study_design_scores_gemma":[0.00246267,0.0002147758,0.9597537,0.0005307106,0.0002552154,0.0001762786,0.005206726,0.000004752138,0.0001176109,0.0001713507,0.03091234,0.0001938645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992512,0.0008184775,0.00009720431,0.004953229,0.00060745,0.0009040194,0.00001923893,0.00004007068,0.00004830082],"genre_scores_gemma":[0.9937708,0.0006398314,0.003459555,0.001043879,0.000524349,0.0003429284,0.00001608147,0.00002306045,0.0001795167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2457891,"threshold_uncertainty_score":0.6470286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393073790","doi":"10.4102/jmh.v7i1.90","title":"One size does not fit all: Understanding the five stages of ultra-processed food addiction","year":2024,"lang":"en","type":"article","venue":"Journal of Metabolic Health","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Addiction; Food addiction; Psychology; Developmental psychology; Clinical psychology; Psychiatry","authors":[{"name":"Vera Ingrid Tarman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1734547809473926,"gpt":0.4477159796897893,"spread":0.2742611987423966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006990782,0.0002508187,0.001015091,0.0004907777,0.0006625467,0.00003004985,0.0004968494,0.0004032901,0.0003492484],"category_scores_gemma":[0.001577485,0.0001511343,0.0002169905,0.000762758,0.0001885229,0.0003656571,0.00005657189,0.003007604,0.00002716609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006019215,"about_ca_system_score_gemma":0.004703877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004254456,"about_ca_topic_score_gemma":0.0006297276,"domain_scores_codex":[0.9942776,0.001465253,0.002273252,0.0002960888,0.0008216685,0.0008661348],"domain_scores_gemma":[0.9940081,0.003174581,0.001580261,0.0004513064,0.0004002658,0.0003854324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002615384,0.002762119,0.03844437,0.02654094,0.007441096,0.0001674909,0.2048259,0.0001131497,0.0447175,0.2086565,0.05283349,0.4108821],"study_design_scores_gemma":[0.009547168,0.004600436,0.2660369,0.01193542,0.002953502,0.0002320275,0.1408127,0.0002036778,0.01162184,0.01772465,0.5329737,0.00135797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8044924,0.03681028,0.004542577,0.1455754,0.005443582,0.002081505,0.0004494129,0.0002903231,0.0003145618],"genre_scores_gemma":[0.9824035,0.01264425,0.0009457311,0.003040287,0.0005610276,0.00004057384,0.00000256296,0.00005566009,0.0003064485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4801402,"threshold_uncertainty_score":0.9992925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741139578","doi":"10.5539/jfr.v6n4p150","title":"A Retrospective Study on Changes in Food Preferences of Japanese High School Students from Childhood to the Present Day","year":2017,"lang":"en","type":"article","venue":"Journal of Food Research","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Food preference; Odds ratio; Confidence interval; Logistic regression; Psychology; Odds; Demography; Preference; Early childhood; Medicine; Developmental psychology; Food science","authors":[{"name":"Tomoko Osera","is_ca":false},{"name":"Mitsuyo Awai","is_ca":false},{"name":"Setsuko Tsutie","is_ca":false},{"name":"Misako Kobayashi","is_ca":false},{"name":"Nobutaka Kurihara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2625696688687241,"gpt":0.5455717768965235,"spread":0.2830021080277994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01029841,0.0002013186,0.0006995336,0.0009192268,0.001240452,0.00007263036,0.003326625,0.0003298685,0.0001590003],"category_scores_gemma":[0.006952329,0.000124626,0.00007237992,0.0004685121,0.0002077259,0.0001674252,0.001282285,0.005162709,0.00008996834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006088021,"about_ca_system_score_gemma":0.0009820499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659039,"about_ca_topic_score_gemma":0.02933059,"domain_scores_codex":[0.9913238,0.003704962,0.001024402,0.0004194889,0.002652577,0.0008747512],"domain_scores_gemma":[0.9948769,0.001027635,0.0008901334,0.001591385,0.001234555,0.0003794516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004141884,0.002509317,0.9538279,0.00003314031,0.0002390938,0.00003336517,0.03742754,0.000001058631,0.000436443,0.00003910935,0.001167494,0.003871417],"study_design_scores_gemma":[0.002518009,0.01130505,0.9493982,0.0007120558,0.00002538034,0.000001439864,0.0344938,4.360178e-7,0.0006066937,0.0006184722,0.000224701,0.00009570303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782345,0.0002807261,4.641573e-7,0.01655564,0.000626894,0.00389062,0.0001002977,0.00001444873,0.0002964606],"genre_scores_gemma":[0.9987017,0.0001443711,0.00003659378,0.00005386626,0.0004965424,0.0003569617,8.100044e-7,0.0000295317,0.0001796479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02567155,"threshold_uncertainty_score":0.9971324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2274051135","doi":"10.1016/j.jneb.2015.04.206","title":"Relationship Between Mothers’ Concerns for Lunch Boxes, Children’s Lunch Boxes Contents and Children’s Preferences in Japan","year":2015,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Test (biology); Environmental health; Medicine; Psychology; Demography; Food science; Chemistry; Biology","authors":[{"name":"Tomoko Osera","is_ca":false},{"name":"Setsuko Tsutie","is_ca":false},{"name":"K Nishikawa","is_ca":false},{"name":"Yoshihiko Segawa","is_ca":false},{"name":"Masaru Kobayashi","is_ca":false},{"name":"Takakuradai Kindergarten","is_ca":false},{"name":"Nobutaka Kurihara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1678873584218022,"gpt":0.4516113066826669,"spread":0.2837239482608647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044654,0.0001968031,0.000444396,0.0005548479,0.0003357065,0.00003250681,0.0001760384,0.0004741522,0.00003888469],"category_scores_gemma":[0.000572669,0.0001808548,0.00006024108,0.0002110733,0.0001439854,0.0003966557,0.00003428496,0.0009122798,0.000007238808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555594,"about_ca_system_score_gemma":0.0008342395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004838216,"about_ca_topic_score_gemma":0.0002873121,"domain_scores_codex":[0.9976419,0.0003772839,0.001090755,0.0002722852,0.0002643946,0.0003534245],"domain_scores_gemma":[0.9976318,0.0004220968,0.0007691752,0.0001878778,0.0006070499,0.0003819602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003939483,0.001364387,0.9808707,0.00007260209,0.0000104222,3.204797e-7,0.001914539,3.489957e-8,0.00003325661,0.000157598,0.003524281,0.01201241],"study_design_scores_gemma":[0.004576229,0.0003630081,0.9837141,0.0004103479,0.0002319082,0.00004822273,0.008310541,6.679043e-7,0.00003075139,0.0008669202,0.001276654,0.0001706263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914152,0.001703899,0.00003435752,0.003639625,0.0007351469,0.002249969,0.0001579257,0.00003719338,0.00002667814],"genre_scores_gemma":[0.996393,0.0002258522,0.001479105,0.0002359082,0.0005302792,0.0007637916,0.0001136549,0.00002690302,0.0002314785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01184179,"threshold_uncertainty_score":0.7375044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407995678","doi":"10.60027/iarj.2025.285465","title":"Influence of Knowledge and Attitudes About Prohibited Cosmetic Substances on Generation Z's Online Purchases in Lampang","year":2025,"lang":"en","type":"article","venue":"Interdisciplinary Academic and Research Journal","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sun protection factor; Business; Advertising; Internet privacy; Marketing; Computer science; Dermatology; Medicine","authors":[{"name":"Chanidapha Boonlong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1589228388713154,"gpt":0.5713131570078489,"spread":0.4123903181365335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003489513,0.0001489528,0.0003519596,0.001317422,0.001013943,0.00001269342,0.0003226996,0.0005183704,0.00001513427],"category_scores_gemma":[0.0008026084,0.0001146895,0.000027486,0.000716811,0.0007611159,0.0002211207,0.000769768,0.006099671,0.00000539845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227052,"about_ca_system_score_gemma":0.000776032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003300474,"about_ca_topic_score_gemma":0.0004674931,"domain_scores_codex":[0.9964469,0.001369948,0.0009248068,0.0003332298,0.0003026861,0.0006224384],"domain_scores_gemma":[0.9979228,0.00118533,0.0001901517,0.0001839494,0.0003412801,0.0001765236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004345199,0.0003461802,0.8780683,0.0008583619,0.0000342363,0.00005221346,0.008259929,0.00003966091,0.04739495,0.001752918,0.001598429,0.0611603],"study_design_scores_gemma":[0.001319017,0.0004141103,0.9812406,0.006886514,0.00001492859,0.00004075475,0.004561428,0.0005070904,0.00124199,0.002891553,0.0007531549,0.0001289062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793198,0.01265663,0.00002303131,0.006849142,0.0001450414,0.0007617082,0.0000216057,0.00002574891,0.0001973082],"genre_scores_gemma":[0.9905601,0.008605825,0.000115669,0.00008945523,0.000135691,0.00008497891,0.000005553467,0.00001221419,0.000390549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031722,"threshold_uncertainty_score":0.9961933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383619411","doi":"10.1016/j.jneb.2023.05.113","title":"Effects of Economic Situation and Lifestyle Behavior on Japanese Undergraduates’ Healthy Diets by Nutritional Knowledge Level","year":2023,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Snacking; Meal; Bedtime; Cronbach's alpha; Population; Medicine; Cross-sectional study; Demography; Environmental health; Gerontology; Psychology; Obesity; Clinical psychology; Internal medicine; Psychometrics","authors":[{"name":"Etsuko Kibayashi","is_ca":false},{"name":"Makiko Nakade","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06349475717758218,"gpt":0.4336369191075268,"spread":0.3701421619299446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007608241,0.0002152943,0.0004580464,0.000817035,0.000434677,0.00001644374,0.0001346993,0.0004107297,0.00005771549],"category_scores_gemma":[0.0001889665,0.0002158532,0.00008810935,0.0003058968,0.0001467346,0.0002720755,0.00004379512,0.0007444192,0.00007976386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104379,"about_ca_system_score_gemma":0.000884108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000917268,"about_ca_topic_score_gemma":0.00006020004,"domain_scores_codex":[0.9975554,0.000445921,0.001115665,0.0002856246,0.0002411055,0.0003562465],"domain_scores_gemma":[0.9973328,0.0008772783,0.0008298834,0.0001808497,0.0004407666,0.0003384944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007227624,0.06998037,0.4531266,0.007944307,0.0001019783,0.0000457365,0.008803709,6.219372e-7,0.07355887,0.002447908,0.1821899,0.2010772],"study_design_scores_gemma":[0.004513442,0.001123134,0.9809448,0.001033388,0.0003585694,0.00009374644,0.003847019,0.000006752072,0.001339791,0.0004553371,0.006029821,0.0002542287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892681,0.001497744,0.000009770634,0.005570014,0.001825005,0.001599885,0.0001395571,0.0000638139,0.00002617116],"genre_scores_gemma":[0.9943168,0.002901235,0.0003567005,0.0002864591,0.0003566134,0.001183313,0.000134227,0.00003613596,0.0004285219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5278182,"threshold_uncertainty_score":0.8802239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174777715","doi":"10.1007/978-3-030-72688-1_18","title":"Perspectives on IgY Technology","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Biomedicine; Standardization; Engineering ethics; Engineering; Management science; Data science; Computer science; Biology; Bioinformatics","authors":[{"name":"Xiaoying Zhang","is_ca":true},{"name":"Patricia M. Morgan","is_ca":false},{"name":"Ricardo S. Vieira-Pires","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0942553647382214,"gpt":0.4416730015111232,"spread":0.3474176367729018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004167375,0.0006164983,0.001062687,0.001313909,0.0007290095,0.000006563694,0.0006187321,0.005969717,0.02842834],"category_scores_gemma":[0.0004100652,0.0005785409,0.0001961479,0.000167677,0.0004920318,0.00003743095,0.0005320283,0.007414353,0.01248151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081217,"about_ca_system_score_gemma":0.001836284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009778,"about_ca_topic_score_gemma":0.0006948391,"domain_scores_codex":[0.996246,0.0001386105,0.0009534538,0.001298005,0.0003509785,0.001012917],"domain_scores_gemma":[0.996227,0.0004959496,0.0004422649,0.00204465,0.0005839955,0.0002060926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001509092,0.00005428381,0.0004119974,0.000124642,0.00006999917,0.0001643947,0.0004366318,2.06895e-8,0.00003797113,0.9572501,0.01785745,0.02357737],"study_design_scores_gemma":[0.0005245327,0.0001970537,0.0002079615,0.0008479324,0.00009587843,0.00001927153,0.008875961,5.818729e-7,0.00003430888,0.01702415,0.9715977,0.0005747123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008503019,0.00307774,0.00005304947,0.0241236,0.001208011,0.001711754,0.00008962124,0.002175417,0.9667105],"genre_scores_gemma":[0.003745384,0.002209146,0.001500206,0.001684589,0.0003048026,0.0003511471,0.0000491726,0.0002249121,0.9899306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9537402,"threshold_uncertainty_score":0.9996666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7007912085","doi":"","title":"Annual Report of the Municipal Officers of the Town of Winslow, Maine","year":2014,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Annual report; Work (physics); Government (linguistics); Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02899050943109394,"gpt":0.301365129919747,"spread":0.2723746204886531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008663157,0.0002622525,0.0006281653,0.0004704544,0.000397623,0.00000224121,0.001709554,0.0003996016,0.00006871296],"category_scores_gemma":[0.000654738,0.0001898401,0.0003387782,0.00170714,0.001250319,0.0001425903,0.001378023,0.0009866443,0.00001430115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002742288,"about_ca_system_score_gemma":0.0009086304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473665,"about_ca_topic_score_gemma":0.001266368,"domain_scores_codex":[0.9969184,0.0005240259,0.00111524,0.0003589874,0.0004452252,0.0006381231],"domain_scores_gemma":[0.9952734,0.0005946084,0.001423093,0.002246838,0.0003208265,0.0001412247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006319935,0.001317559,0.8980505,0.0009542382,0.0004126281,0.00008812682,0.003590389,0.0001650585,0.006849862,0.05242174,0.01099112,0.02452675],"study_design_scores_gemma":[0.003244853,0.0003673465,0.1827967,0.001073406,0.0004236011,0.0000626049,0.009643712,0.0001399243,0.008849574,0.001034355,0.7917113,0.0006525202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665493,0.00002743545,0.0002782478,0.002138283,0.0003087062,0.001218841,0.003611419,0.0001677777,0.02569996],"genre_scores_gemma":[0.99697,0.0000240774,0.0002311618,0.00009095273,0.00001264282,0.000005337037,0.00002043522,0.00003164631,0.002613723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7807202,"threshold_uncertainty_score":0.7741455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7160685225","doi":"","title":"Mengupas Motif & Kepuasan Pengguna Blackberry di Indonesia","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Christian ministry; Publicity; Entertainment; Consumer satisfaction; Social communication","authors":[{"name":"Handy Martinus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5438631508195044,"gpt":0.6458231928140616,"spread":0.1019600419945572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004474273,0.0007363729,0.00176315,0.001895578,0.001535061,0.0002157317,0.006000975,0.001076138,0.04327281],"category_scores_gemma":[0.0008739547,0.0006862578,0.0003160772,0.001827736,0.0005207508,0.002418695,0.002784597,0.003846305,0.0007524907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004831144,"about_ca_system_score_gemma":0.001331263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007114728,"about_ca_topic_score_gemma":0.0008338713,"domain_scores_codex":[0.9913007,0.002041304,0.002791659,0.001062767,0.001051768,0.001751777],"domain_scores_gemma":[0.9929154,0.0009687861,0.002318141,0.001935828,0.000863035,0.0009988245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002276147,0.0005564225,0.9326692,0.0002951918,0.0001681536,0.0001226496,0.001865113,9.665589e-7,0.009497059,0.000500852,0.02937386,0.02472292],"study_design_scores_gemma":[0.001270697,0.00002748852,0.9725152,0.0007800192,0.0002025299,0.00001817988,0.0009226077,0.00001162535,0.003836757,0.003295114,0.01644035,0.0006793911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652936,0.007342587,0.0001732369,0.0006250153,0.002222688,0.002688567,0.00009968005,0.0003958493,0.02115882],"genre_scores_gemma":[0.989475,0.006909356,0.0006157289,0.0009539681,0.0002918541,0.0005082019,0.00002054444,0.0002080535,0.001017267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04252032,"threshold_uncertainty_score":0.9997648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071066934","doi":"","title":"Reliable WiFi Backscatter Communication in WiTAG","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Decoding methods; Detector; Backscatter (email); Transmission (telecommunications); Physical layer; Power consumption; Encoding (memory); Coding (social sciences)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03148863978003705,"gpt":0.3328966504312603,"spread":0.3014080106512232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00068097,0.0002904757,0.0006237198,0.001113727,0.0004704362,0.000007539083,0.0008155966,0.001600844,0.001068401],"category_scores_gemma":[0.00003678004,0.0003498374,0.0001212952,0.0006786318,0.0001480571,0.0002168051,0.0002268817,0.002711273,0.00199116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005431686,"about_ca_system_score_gemma":0.0006476539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1484861,"about_ca_topic_score_gemma":0.458721,"domain_scores_codex":[0.997815,0.0003692496,0.0004214903,0.0005347417,0.0002599437,0.000599555],"domain_scores_gemma":[0.9979225,0.0001483795,0.0004063332,0.001151918,0.0002543044,0.0001165023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005483039,0.0003778153,0.07818019,0.008915572,0.0001839341,0.0001584972,0.74683,0.000006630014,0.003164286,0.003448231,0.1490685,0.009117928],"study_design_scores_gemma":[0.001763045,0.0001270194,0.1195321,0.006389101,0.0004117429,0.000002144623,0.8104057,0.00008159951,0.000201618,0.001227238,0.05908289,0.0007758369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9838678,0.0007577461,0.000001016303,0.008563683,0.0007668247,0.00116921,0.00008009635,0.0002595926,0.004534094],"genre_scores_gemma":[0.1259895,0.00105428,0.001251876,0.0001062353,0.00002634896,0.00001393403,0.001254446,0.00008149619,0.8702219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8656878,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7014540972","doi":"","title":"PERAN MOTIVATION, TRANSFORMATIONAL LEADERSHIP, HUMAN, ORGANIZATION, TECHNOLOGY-FIT FRAMEWORK DALAM PENINGKATAN KINERJA LAYANAN SISTEM INFORMASI MANAJEMEN RUMAH SAKIT DI KOTA BANDUNG","year":2024,"lang":"id","type":"other","venue":"Repository at Universitas Pendidikan Indonesia (Universitas Pendidikan Indonesia)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University; Academy of Marketing; World Health Organization","keywords":"Transformational leadership; Information system; Quality (philosophy); Service quality; Data collection; Work motivation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05580326640338466,"gpt":0.3051968459125092,"spread":0.2493935795091246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001604733,0.003805045,0.003856421,0.009348749,0.01138588,0.0005487112,0.0052774,0.01085238,0.01571407],"category_scores_gemma":[0.0003249315,0.004790388,0.001212819,0.008001629,0.002578225,0.00330284,0.002667192,0.01058888,0.003592683],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211371,"about_ca_system_score_gemma":0.004087919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487112,"about_ca_topic_score_gemma":0.0006471038,"domain_scores_codex":[0.9814302,0.001974095,0.00406442,0.004554327,0.003209947,0.004767037],"domain_scores_gemma":[0.9860917,0.0007041043,0.004222659,0.00440649,0.002327571,0.002247434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000951573,0.001990763,0.6971014,0.01196834,0.005063357,0.01017299,0.03159384,0.0001152809,0.003548351,0.1576554,0.07900341,0.0008353699],"study_design_scores_gemma":[0.01488102,0.001830584,0.2949101,0.01510546,0.01260104,0.003211503,0.2927861,0.000130828,0.00131431,0.0003924862,0.3521037,0.01073293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.755186,0.007533898,0.00173874,0.01213739,0.009465717,0.01671035,0.0008726321,0.009355815,0.1869995],"genre_scores_gemma":[0.8245625,0.0005531514,0.0006413743,0.0003397878,0.0009435416,0.0001211256,0.003726945,0.001677275,0.1674343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021912,"threshold_uncertainty_score":0.9974669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595696103","doi":"10.20885/jabis.vol10.iss9.art5","title":"PENGARUH KUALITAS KELOMPOK DAN PEER MONITORING TERHADAP KINERJA PROGRAM KREDIT MIKRO","year":2011,"lang":"id","type":"article","venue":"Jurnal Aplikasi Bisnis","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Political science; Philosophy","authors":[{"name":"Sumadi Sumadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1526944503825071,"gpt":0.4244224722106448,"spread":0.2717280218281378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003724334,0.001405779,0.001706742,0.0009459009,0.002675251,0.0001474729,0.002063503,0.003220839,0.001528307],"category_scores_gemma":[0.001453588,0.001368249,0.0006173925,0.001336666,0.0008577327,0.0006445287,0.00107487,0.008569727,0.002998471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358452,"about_ca_system_score_gemma":0.001993154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381239,"about_ca_topic_score_gemma":0.0003882795,"domain_scores_codex":[0.9869044,0.001882761,0.003305498,0.001900552,0.001946972,0.004059838],"domain_scores_gemma":[0.9919149,0.0008739929,0.001471946,0.002458087,0.001416277,0.001864776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004613763,0.004259409,0.690241,0.001712758,0.0004603397,0.001053768,0.02286979,2.8854e-7,0.002456236,0.001431605,0.03727423,0.2377792],"study_design_scores_gemma":[0.002685186,0.001435047,0.5124664,0.001554697,0.0006783188,0.0001945047,0.01286593,0.00002462091,0.002599895,0.0001727996,0.463805,0.001517517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492756,0.002225423,0.00006761856,0.01118819,0.01302761,0.005392533,0.0001641571,0.0022955,0.01636341],"genre_scores_gemma":[0.9609408,0.001039539,0.01096625,0.0009778205,0.003802041,0.001875307,0.00009294144,0.0005164283,0.01978881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4265308,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415012681","doi":"10.31292/wb.v5i2.241","title":"Analisis Kepuasan Pengguna Aplikasi Bhumi Kementerian Agraria dan Tata Ruang Dengan Pendekatan Model End-User Computing Satisfaction","year":2025,"lang":"en","type":"article","venue":"Widya Bhumi","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geospatial analysis; Nonprobability sampling; User satisfaction; Christian ministry; Agency (philosophy); Usability","authors":[{"name":"Kurnia Rheza Randy Adinegoro","is_ca":true},{"name":"Arief Seno Nugroho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05870486579147731,"gpt":0.4229157252605675,"spread":0.3642108594690902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001772228,0.0005934911,0.000840906,0.0008164865,0.002554288,0.00007336142,0.000879521,0.0009328119,0.0006303494],"category_scores_gemma":[0.0004106234,0.0006346098,0.0001832724,0.0009226932,0.0002407049,0.0004288723,0.0007943716,0.002508748,0.0003086522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082916,"about_ca_system_score_gemma":0.001169343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884198,"about_ca_topic_score_gemma":0.007781589,"domain_scores_codex":[0.9939454,0.001088743,0.001611121,0.001200938,0.0005156855,0.001638147],"domain_scores_gemma":[0.9965219,0.0005134519,0.0005996772,0.001676484,0.000298416,0.0003900975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001268508,0.0002561712,0.8605813,0.0008328605,0.0002332941,0.00005018416,0.003859286,0.00006889227,0.01620024,0.0244967,0.03057213,0.06272204],"study_design_scores_gemma":[0.00457182,0.0001665426,0.9181725,0.001306916,0.0005863313,0.00001824533,0.01850562,0.01237328,0.002294159,0.001661366,0.03891032,0.001432897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747552,0.0002475754,0.008535068,0.004639702,0.002060115,0.002189099,0.0002010133,0.001143551,0.006228733],"genre_scores_gemma":[0.9902439,0.00008898335,0.004914286,0.002618216,0.0001878959,0.0002628498,0.0002551843,0.0001103602,0.001318394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06128914,"threshold_uncertainty_score":0.9997925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116923934","doi":"10.55927/jambak.v4i1.166","title":"Strategy to Strengthen Unumart's Performance through the Role of Digital Payment Optimization in the First Quarter of 2025","year":2025,"lang":"","type":"article","venue":"Jurnal Ilmiah Pendidikan Holistik (JIPH)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Payment; Boosting (machine learning); Quarter (Canadian coin); Nonprobability sampling; Test (biology); Data collection; Variables","authors":[{"name":"Dina Nadiyah Faiqoh","is_ca":false},{"name":"Sastya Putri","is_ca":false},{"name":"Denny Kurniawan","is_ca":false},{"name":"Reni Diah Setyowati","is_ca":false},{"name":"Nuari Anisa Sivi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05375538405736091,"gpt":0.3669178100575245,"spread":0.3131624260001636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001973896,0.0007159031,0.001169013,0.0006960537,0.00126008,0.0001401645,0.002314474,0.0009622613,0.0006855361],"category_scores_gemma":[0.0004069491,0.0005032347,0.0002866237,0.002327625,0.0006888396,0.0007637967,0.0006180754,0.003148333,0.00009950402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005980089,"about_ca_system_score_gemma":0.002141811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046487,"about_ca_topic_score_gemma":0.001590338,"domain_scores_codex":[0.9922845,0.0009930565,0.00336656,0.0008779599,0.0009785079,0.00149938],"domain_scores_gemma":[0.9945149,0.001386825,0.001351892,0.002008291,0.0005388227,0.0001992974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002234185,0.005412471,0.6648681,0.004146132,0.0004973383,0.000057301,0.07464293,0.03350122,0.0001334819,0.04040737,0.0174368,0.1566626],"study_design_scores_gemma":[0.007907671,0.004304465,0.6134382,0.007730955,0.001117791,0.00005278171,0.1609011,0.01982409,0.0008567605,0.003047181,0.1789533,0.001865738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486853,0.002450205,0.0005165489,0.02150727,0.001281384,0.005505467,0.000823352,0.00008445112,0.01914598],"genre_scores_gemma":[0.9961644,0.0013756,0.000289958,0.0008512771,0.0001599414,0.0004233555,0.0000675956,0.00005853532,0.0006092704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1615165,"threshold_uncertainty_score":0.9997419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229841913","doi":"10.1142/s0219030303000715","title":"Company News","year":2003,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Joint venture; Pill; Alliance; Product (mathematics); Food and drug administration; Medicine; Advertising; Business; Family medicine; Political science; Environmental health; Pharmacology; Business administration","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08066371891966692,"gpt":0.4017862974565933,"spread":0.3211225785369264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001176163,0.000501132,0.000770012,0.0004839496,0.001220618,0.00002466123,0.0006634405,0.002159836,0.002246606],"category_scores_gemma":[0.0006713944,0.0004706582,0.0001726569,0.001137303,0.0003169435,0.0001750863,0.0001557042,0.003567395,0.00916864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992157,"about_ca_system_score_gemma":0.001129708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776042,"about_ca_topic_score_gemma":0.001858538,"domain_scores_codex":[0.9942366,0.00126151,0.001301525,0.0009842385,0.0004127768,0.001803287],"domain_scores_gemma":[0.9963512,0.0004134263,0.0004358582,0.002066141,0.0001809568,0.0005524483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009555235,0.0007371803,0.2779801,0.0003992374,0.000101957,0.0001350262,0.002806033,9.655696e-7,0.02341019,0.04710929,0.4382015,0.2090229],"study_design_scores_gemma":[0.001186806,0.0001048647,0.008299999,0.0001105658,0.0000458403,0.00003008529,0.01457582,0.000007871294,0.00297487,0.0009684683,0.9711988,0.00049603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5159062,0.002373589,0.00426052,0.06317054,0.0084908,0.008085907,0.0001959246,0.005455487,0.3920611],"genre_scores_gemma":[0.9728072,0.0006401394,0.01097801,0.002197907,0.0002416442,0.0005178821,0.00004091056,0.0001668183,0.01240947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5329973,"threshold_uncertainty_score":0.9997745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7140047585","doi":"10.24929/feb.v15i2.4465","title":"P PENGARUH MEDIA SOSIAL, HARGA, DAN LOKASI TERHADAP KEPUTUSAN KUNJUNGAN KONSUMEN","year":2025,"lang":"","type":"article","venue":"PERFORMANCE  Jurnal Bisnis & Akuntansi","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Stephen's University","funders":"","keywords":"Operationalization; Social media; Empirical research; Service (business); Perception; Consumer behaviour; Service provider; Empirical evidence; Variation (astronomy)","authors":[{"name":"Dadan Purnama","is_ca":true},{"name":"Titin Hargyatni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0486803065285653,"gpt":0.3693007537685958,"spread":0.3206204472400305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004734799,0.002138882,0.002834221,0.002585777,0.007198261,0.0002971905,0.003365179,0.00390641,0.002456765],"category_scores_gemma":[0.001195925,0.002218494,0.0006738768,0.003702167,0.001932767,0.001594294,0.001627591,0.01287928,0.002322973],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329811,"about_ca_system_score_gemma":0.008685869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007841971,"about_ca_topic_score_gemma":0.002372757,"domain_scores_codex":[0.9823698,0.002113089,0.005393483,0.002677669,0.001893076,0.005552864],"domain_scores_gemma":[0.9894721,0.002046462,0.001822375,0.003690637,0.001194146,0.001774268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009265663,0.001320131,0.6926236,0.002975862,0.0004339693,0.0002090522,0.007732824,0.000009093607,0.004160716,0.00228137,0.03118308,0.2561438],"study_design_scores_gemma":[0.0061923,0.0008193177,0.5093238,0.005279676,0.001343226,0.0001574725,0.008027135,0.001297357,0.00551682,0.0000993077,0.459701,0.002242521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935463,0.007070357,0.0001460953,0.02199865,0.01292253,0.004307873,0.000241116,0.001047676,0.01680267],"genre_scores_gemma":[0.962992,0.02094631,0.001226343,0.006545644,0.001259812,0.0006859849,0.0001538028,0.0003317625,0.005858345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4285179,"threshold_uncertainty_score":0.9991352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392610372","doi":"10.35313/jrbi.v8i1.3638","title":"Analisis Kepercayaan Pengguna E-Money (Studi Pada Masyarakat di Wilayah Bandung Raya)","year":2022,"lang":"en","type":"article","venue":"Jurnal Riset Bisnis dan Investasi","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Business","authors":[{"name":"Mudya Shegi Islamia","is_ca":false},{"name":"Ivon Sandya Sari Putri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07429296040746376,"gpt":0.3985068595762848,"spread":0.3242138991688211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00291191,0.0007128594,0.00110172,0.000884992,0.005783373,0.00006219792,0.001520595,0.0006587689,0.001166722],"category_scores_gemma":[0.0008548557,0.0007143687,0.0002778925,0.002103127,0.0005597841,0.0004051114,0.001505111,0.005834927,0.0003003507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820268,"about_ca_system_score_gemma":0.002190541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275451,"about_ca_topic_score_gemma":0.001052581,"domain_scores_codex":[0.9900444,0.003167149,0.001946902,0.001224187,0.001418135,0.002199227],"domain_scores_gemma":[0.9951265,0.0007726625,0.0009328361,0.001787717,0.0003622779,0.001017971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849012,0.0004001701,0.8703153,0.0002046348,0.0001250003,0.0004725582,0.003015271,0.00002553519,0.001644419,0.002148521,0.1134645,0.00799925],"study_design_scores_gemma":[0.002963058,0.000470632,0.4942413,0.0001476834,0.0002741097,0.0001352347,0.01650483,0.0001209262,0.0002994836,0.0002076578,0.483712,0.0009231032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722273,0.001238962,0.00003654465,0.01696737,0.002418265,0.001944346,0.0009516851,0.0007839839,0.003431493],"genre_scores_gemma":[0.9880681,0.0007930691,0.0002829417,0.007723178,0.0004628705,0.001497849,0.0002923457,0.0002020174,0.0006776094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.376074,"threshold_uncertainty_score":0.9997463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926378677","doi":"10.25384/sage.21893817","title":"sj-docx-1-psp-10.1177_01461672221143783 – Supplemental material for Let’s Enjoy an Evening on the Couch? A Daily Life Investigation of Shared Problematic Behaviors in Three Couple Studies","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Evening; Personality; Big Five personality traits; Social life; Social environment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3624328385417119,"gpt":0.4956554500732572,"spread":0.1332226115315454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008349364,0.0003405772,0.000787256,0.0005586447,0.001014203,0.00005174911,0.001521739,0.0003488916,0.006089258],"category_scores_gemma":[0.002422399,0.0002622958,0.000067106,0.0007937536,0.0002379258,0.0008246357,0.000947304,0.0011083,0.0001358323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955472,"about_ca_system_score_gemma":0.0009924755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006890486,"about_ca_topic_score_gemma":0.005469666,"domain_scores_codex":[0.9946917,0.0009292263,0.002099446,0.0006344067,0.0006564225,0.0009887972],"domain_scores_gemma":[0.9950781,0.001505594,0.001162707,0.001718265,0.0002913038,0.0002440445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009616719,0.0008897075,0.563561,0.00415278,0.0005474561,0.0001301315,0.03455228,0.00003301771,0.105509,0.0005526452,0.2643737,0.02473666],"study_design_scores_gemma":[0.01732639,0.002492209,0.7877116,0.02537367,0.001305229,0.00003847559,0.1238345,0.006718187,0.003888242,0.01852214,0.01078396,0.002005342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960762,0.0005501787,0.00007921793,0.01386229,0.0007612982,0.004661841,0.0191169,0.000200217,0.000006114732],"genre_scores_gemma":[0.9857025,0.0009507618,0.003119198,0.0008532417,0.0003247527,0.002471459,0.006313012,0.0001374457,0.0001277024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2535898,"threshold_uncertainty_score":0.999983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7144090153","doi":"10.24516/00000222","title":"Cooking habits and skills among college students majoring in Food and Nutrition and Home Economics Education: comparing cooking habits and skills before and after taking cooking practices","year":2009,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Family and consumer science; Fish <Actinopterygii>; Nutrition Education; Food preparation; Quarter (Canadian coin); Food habits; Cooking methods","authors":[{"name":"ミツヨ ホリ","is_ca":false},{"name":"マドカ ヒラシマ","is_ca":false},{"name":"由香 磯部","is_ca":false},{"name":"ヒロコ ナガノ","is_ca":false},{"name":"Mitsuyo Hori","is_ca":false},{"name":"Madoka Hirashima","is_ca":false},{"name":"Yuka Isobe","is_ca":false},{"name":"Hiroko NAGANO","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02632355493875582,"gpt":0.3603045475383863,"spread":0.3339809925996305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001482257,0.0007138521,0.001015261,0.0007734724,0.002841384,0.0005333084,0.0002717669,0.0007673356,0.000006457339],"category_scores_gemma":[0.001143414,0.0008376605,0.00003898262,0.0004515598,0.001154338,0.003383131,0.000938023,0.001759601,0.000001921758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008620056,"about_ca_system_score_gemma":0.001070418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042225,"about_ca_topic_score_gemma":0.008125979,"domain_scores_codex":[0.9948797,0.0004518325,0.001649749,0.001521986,0.0005004103,0.0009963494],"domain_scores_gemma":[0.9959211,0.0009414096,0.00163592,0.0005860199,0.000344825,0.0005707216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002254276,0.0006964505,0.9798129,0.001691961,0.00008226345,0.0001633811,0.004091511,0.000003147293,0.0002093533,0.006802056,0.00003297925,0.006188627],"study_design_scores_gemma":[0.003483734,0.0002994346,0.9760696,0.01145635,0.0002444063,0.0007949995,0.00375119,0.0001872044,0.0001693104,0.0004135999,0.002379993,0.0007502114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828393,0.01067074,0.00004146119,0.001163111,0.001856343,0.002599334,0.0005622334,0.0001209075,0.0001465042],"genre_scores_gemma":[0.992574,0.003943627,0.001811831,0.0003685352,0.0006797579,0.000331366,0.0001812985,0.000055269,0.00005429657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00976439,"threshold_uncertainty_score":0.9994074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034754972","doi":"","title":"World’s first patient-specific open neurosurgery rehearsal","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Neurosurgery; MEDLINE; Work (physics); Presentation (obstetrics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08325173927787011,"gpt":0.4018129052180994,"spread":0.3185611659402293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009497751,0.0002377954,0.0004241285,0.0003315095,0.001272619,0.0000389138,0.0009275496,0.0005197903,0.01138458],"category_scores_gemma":[0.0004384637,0.0002295716,0.00007245628,0.0006053236,0.0002116904,0.0002246494,0.0008501468,0.003364075,0.004176835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119149,"about_ca_system_score_gemma":0.0005451027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002371629,"about_ca_topic_score_gemma":0.005397091,"domain_scores_codex":[0.9967648,0.0003843465,0.0008559935,0.0006301608,0.0002887624,0.001075945],"domain_scores_gemma":[0.9970577,0.0006978264,0.0002810263,0.001424504,0.0001677161,0.0003712293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009524335,0.0002664612,0.2945285,0.00007937985,0.000008485357,0.00008479609,0.001063486,7.923106e-8,0.01698703,0.01058592,0.5562248,0.1200758],"study_design_scores_gemma":[0.0005093096,0.00004467323,0.1172388,0.00006599774,0.000008021651,0.00000651683,0.0001872778,0.000006583629,0.0002846762,0.0009339939,0.8805051,0.0002090068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212325,0.00002915942,0.0000112872,0.02350039,0.006103761,0.001954741,0.0000613778,0.0005385278,0.0465683],"genre_scores_gemma":[0.9859393,0.00005275237,0.003598728,0.002731682,0.0002999735,0.000771148,0.00002377147,0.00009713745,0.006485473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3242803,"threshold_uncertainty_score":0.9989352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7144178337","doi":"10.21776/csefb.2025.04.4.09","title":"The Influence of Perceived Ease of Use, Security, and Trust on Generation Z's Decision to Use Bank Jago","year":2025,"lang":"","type":"article","venue":"Contemporary Studies in Economic, Finance and Banking.","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Usability; Bank account; Quarter (Canadian coin); Component (thermodynamics); Principal (computer security); Mobile banking","authors":[{"name":"Salsabila Anggraeni","is_ca":false},{"name":"Aminnullah Achmad Muttaqin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1308613554207889,"gpt":0.4068723973809744,"spread":0.2760110419601854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001706474,0.0004517303,0.00125949,0.0005337886,0.001062893,0.0000456181,0.0004076416,0.0005430113,0.000006163344],"category_scores_gemma":[0.001918949,0.0003970635,0.00008212864,0.0003388852,0.001295522,0.0006895826,0.000932501,0.0008879327,0.000008087236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762277,"about_ca_system_score_gemma":0.0008319936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495911,"about_ca_topic_score_gemma":0.006428071,"domain_scores_codex":[0.9955195,0.0005512317,0.002288273,0.0009380225,0.0001266751,0.0005763199],"domain_scores_gemma":[0.9933698,0.004359857,0.0008693743,0.0009938956,0.000323009,0.00008407849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001071823,0.0001892842,0.9060659,0.0006719984,0.0001299473,0.00001612637,0.01173615,0.0001479622,0.0002515426,0.006800934,0.004785913,0.06813246],"study_design_scores_gemma":[0.002159079,0.0004804496,0.9682956,0.004130988,0.00005257459,0.000001599344,0.004308106,0.0005416478,0.0001562778,0.001414942,0.01811703,0.0003417105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976827,0.01590998,0.000007702906,0.003185971,0.00120879,0.002523665,0.0002143154,0.00002253589,0.0001000817],"genre_scores_gemma":[0.9488353,0.04936825,0.0002310508,0.001002034,0.00004124693,0.000223737,0.000005082415,0.00002485618,0.0002684264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06779075,"threshold_uncertainty_score":0.9998481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102014945","doi":"10.5539/ass.v10n9p240","title":"Development Model of Lifestyles after the Success of Mor Lam’s Career","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Singing; Casual; Storytelling; Psychology; Soul; Sociology; Literature; Art; Political science; Theology; Management; Law","authors":[{"name":"Supap Tinnarat","is_ca":false},{"name":"Sitthisak Champadaeng","is_ca":false},{"name":"Urarom Chantamala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0776723135727523,"gpt":0.4124131606235132,"spread":0.334740847050761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002181186,0.00009832697,0.0002230598,0.0001024092,0.0009357171,0.000004953063,0.0007953593,0.0001980714,0.00004555548],"category_scores_gemma":[0.0002981779,0.00007075647,0.00003531288,0.000541392,0.001322785,0.0001150677,0.0002880215,0.000393137,0.00003339688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515209,"about_ca_system_score_gemma":0.001900182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730625,"about_ca_topic_score_gemma":0.0009022707,"domain_scores_codex":[0.9980235,0.0001862525,0.0004877359,0.0002498487,0.0005113109,0.0005413524],"domain_scores_gemma":[0.99889,0.0001099278,0.0002643382,0.0003327014,0.000306662,0.00009632481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004779761,0.0001467186,0.4515418,0.0002867324,0.00001319693,0.000001233815,0.09230545,0.000001626748,0.008564847,0.0450482,0.0006163622,0.401426],"study_design_scores_gemma":[0.0002396171,0.00001843031,0.9882181,0.00007331379,0.00001649691,3.122402e-7,0.005076819,0.0001108045,0.001611716,0.0006328904,0.003865076,0.0001363914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770136,0.00001905476,0.0006033996,0.003726101,0.0002214683,0.0004687081,0.00001368964,0.00005227966,0.01788168],"genre_scores_gemma":[0.9966846,0.000002768953,0.002531324,0.0003708784,0.00004678399,0.0001420067,6.049834e-7,0.000009963271,0.0002110565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5366763,"threshold_uncertainty_score":0.7196874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7151789332","doi":"10.14710/jiab.2025.46509","title":"PENGARUH VARIETY SEEKING DAN E-WOM TERHADAP BRAND SWITCHING PADA PENGGUNA SAMSUNG KE IPHONE (Studi Pada Generasi Z di Kota Semarang)","year":2025,"lang":"","type":"article","venue":"Jurnal Ilmu Administrasi Bisnis","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Product (mathematics); Variety (cybernetics); Sample (material); Quarter (Canadian coin); Order (exchange); Index (typography)","authors":[{"name":"Anisa Labiybah","is_ca":false},{"name":"Andi Wijayanto","is_ca":false},{"name":"Apriatni Endang Prihatini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05306840889669479,"gpt":0.3849820510398712,"spread":0.3319136421431764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00748648,0.002863538,0.00398256,0.001567011,0.01020452,0.0006831206,0.003205213,0.004677012,0.0008938721],"category_scores_gemma":[0.003149915,0.003033188,0.001279198,0.003520133,0.001056965,0.001033353,0.002193953,0.0155965,0.0002676883],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002967242,"about_ca_system_score_gemma":0.01486116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684579,"about_ca_topic_score_gemma":0.00578741,"domain_scores_codex":[0.9758767,0.005018085,0.006918953,0.004007308,0.002199292,0.005979608],"domain_scores_gemma":[0.9838144,0.005826819,0.00291591,0.004039183,0.001057851,0.00234588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00202089,0.003977558,0.7113033,0.006756473,0.002045683,0.002752763,0.01059605,0.00002235071,0.04852015,0.002087186,0.01634177,0.1935759],"study_design_scores_gemma":[0.009561648,0.001434445,0.6782712,0.007102446,0.002697082,0.0006627817,0.01965736,0.001500822,0.004937071,0.0002498548,0.2699718,0.00395349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396778,0.008163532,0.004330184,0.02420127,0.01215135,0.005444215,0.0004983621,0.001154138,0.004379092],"genre_scores_gemma":[0.9766921,0.005874997,0.00259143,0.00579191,0.00149573,0.0006533756,0.0001478718,0.0004931529,0.006259458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.25363,"threshold_uncertainty_score":0.9984096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2957150295","doi":"10.1016/j.jneb.2019.05.527","title":"P151 A Study on the Actual Practice of “Lunchbox Diet Method” for Students in the Training Course of Registered Dietitian","year":2019,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medical education; Training (meteorology); Course (navigation); Psychology; Medicine; Gerontology; Engineering","authors":[{"name":"Yukiko Hasebe","is_ca":false},{"name":"Yasuo Nagashima","is_ca":false},{"name":"Aya Shimosaka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1913153726734933,"gpt":0.5692286093677027,"spread":0.3779132366942094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005087811,0.0001157376,0.0003660964,0.0002319795,0.0001681343,0.00001165326,0.0003362358,0.0001620455,0.00004515441],"category_scores_gemma":[0.000854757,0.00007118667,0.0000804286,0.0002350461,0.00006442785,0.0001617057,0.00002614708,0.0007907505,0.000002219091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009540562,"about_ca_system_score_gemma":0.0005857443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007597546,"about_ca_topic_score_gemma":0.00007290997,"domain_scores_codex":[0.9968315,0.00140155,0.001035474,0.0001472941,0.0003891717,0.0001949536],"domain_scores_gemma":[0.9949442,0.002549089,0.001431045,0.0003346342,0.0006814476,0.00005963249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001863604,0.1012364,0.6427614,0.0009546941,0.0001231892,0.000008293296,0.1840537,3.885914e-7,0.004402616,0.001350734,0.00584464,0.05740025],"study_design_scores_gemma":[0.002198643,0.002124061,0.532767,0.000535351,0.0002762142,0.00002127642,0.4567125,0.000001063179,0.00005030347,0.00005773727,0.005200152,0.00005575627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830726,0.0001784319,0.00004085909,0.01230852,0.0007466851,0.003552801,0.00003156855,0.000005560425,0.0000629966],"genre_scores_gemma":[0.9962229,0.000100593,0.001985204,0.0007848713,0.0001064545,0.0007150713,0.000004885979,0.00001369829,0.00006628827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726587,"threshold_uncertainty_score":0.3435462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7100904541","doi":"","title":"DIVISION OF MENTAL HEALTH AND PREVENTION OF SUBSTANCE ABUSE WORLD HEALTH ORGANIZATIONAbstract","year":2012,"lang":"en","type":"article","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Addiction; Substance abuse; Cannabis; Public health; Substance use; Addiction medicine; Foundation (evidence)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07278055451846205,"gpt":0.4478417841186662,"spread":0.3750612296002042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679432,0.0001431459,0.0004561475,0.0002811478,0.0003955959,0.000001447824,0.0001267741,0.0001626846,0.000501572],"category_scores_gemma":[0.00005778321,0.0001311,0.00003133289,0.0005691978,0.0001073415,0.00023978,0.00003361064,0.000435705,0.00003313218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983791,"about_ca_system_score_gemma":0.0006605909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006532865,"about_ca_topic_score_gemma":0.003000258,"domain_scores_codex":[0.9971783,0.0005000731,0.001203178,0.0002247097,0.0002666197,0.0006271489],"domain_scores_gemma":[0.9979783,0.0002064758,0.0009285704,0.0003692372,0.0001537244,0.000363743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002729203,0.0003546575,0.9556683,0.0008565128,0.00001128154,7.147274e-8,0.01539992,1.514044e-7,0.0005164961,0.003985913,0.00407934,0.01910008],"study_design_scores_gemma":[0.001229178,0.0002453669,0.9842768,0.0007245057,0.000008077714,0.000001809145,0.004448622,0.000006457401,0.0006580073,0.0001805762,0.008078155,0.0001424028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894286,0.00258217,0.001061817,0.004575031,0.0003780916,0.001591796,0.00005442839,0.0001276177,0.0002004477],"genre_scores_gemma":[0.9901528,0.001956663,0.005945479,0.0006302746,0.00002836359,0.00002933675,0.00007378452,0.0000310544,0.0011522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02860856,"threshold_uncertainty_score":0.5491862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7099082349","doi":"","title":"Review Beginnings of microbiology and biochemistry: the contribution of yeast research","year":2015,"lang":"en","type":"article","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Yeast; Quarter (Canadian coin); Living matter; Bacteria; Sugar","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2173554881710772,"gpt":0.5283867463184267,"spread":0.3110312581473496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004957658,0.00006876663,0.0003028539,0.00006464867,0.0001445797,7.028569e-7,0.0002188316,0.000307522,0.00008490701],"category_scores_gemma":[0.002460372,0.00004403287,0.00002086157,0.0003146725,0.0007624592,0.00001837563,0.0002281983,0.0007309798,0.00004312848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008607172,"about_ca_system_score_gemma":0.0007720824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008064839,"about_ca_topic_score_gemma":0.0001274833,"domain_scores_codex":[0.9981297,0.0007549041,0.0004937729,0.0001719319,0.00009370504,0.0003560484],"domain_scores_gemma":[0.9977937,0.000430049,0.0002056587,0.0004338167,0.001048329,0.00008848078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001177278,0.0001753354,0.1723303,0.00517381,0.00004927933,0.000002676438,0.00148109,1.611558e-8,0.4395687,0.01147063,0.3548278,0.01480266],"study_design_scores_gemma":[0.003291111,0.0005138047,0.01603607,0.008229856,0.0001492933,0.00005722514,0.007214953,0.000007815176,0.1203776,0.001221836,0.8425881,0.0003122855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293845,0.03480615,0.00003006593,0.03273583,0.0001191393,0.001561063,0.00005518777,0.00005412743,0.001253986],"genre_scores_gemma":[0.995364,0.003107745,0.0001891942,0.0006871276,0.00002029458,0.0000964295,0.00002186428,0.000007963583,0.0005053918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4877604,"threshold_uncertainty_score":0.3175784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413529930","doi":"10.64628/aan.rsrnun9td","title":"Bagaimana dan mengapa kita meniru pilihan orang lain?","year":2019,"lang":"id","type":"article","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Humanities; Art; Geography","authors":[{"name":"Kelly L. Haws","is_ca":false},{"name":"Peggy Liu","is_ca":false},{"name":"Brent McFerran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0609194710432726,"gpt":0.4055849558733789,"spread":0.3446654848301063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003336984,0.0008953761,0.001453266,0.0006988679,0.001390522,0.00005238084,0.001411177,0.00265951,0.01971225],"category_scores_gemma":[0.0005212366,0.0008553924,0.0002795639,0.001103967,0.000361061,0.0004130933,0.001000285,0.005209641,0.05725677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015592,"about_ca_system_score_gemma":0.002258477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002994452,"about_ca_topic_score_gemma":0.005593548,"domain_scores_codex":[0.9898614,0.002360114,0.002098091,0.001735588,0.0008187668,0.003125998],"domain_scores_gemma":[0.9932485,0.001312944,0.0006410879,0.00329537,0.0004614304,0.001040652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003161689,0.001573534,0.7721812,0.003543445,0.0003509242,0.0001720479,0.008996728,8.151043e-7,0.01064525,0.02458773,0.113421,0.06421112],"study_design_scores_gemma":[0.007963632,0.001234655,0.1756164,0.001456588,0.000473695,0.00002944947,0.0407067,0.0002944822,0.001745284,0.0004105448,0.7677628,0.002305788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612347,0.0015085,0.00008047433,0.02433157,0.005366832,0.006665952,0.0001183421,0.001550726,0.09914297],"genre_scores_gemma":[0.8564785,0.0006996957,0.001474963,0.00474615,0.0002756339,0.0003092648,0.00008776171,0.0002501725,0.1356778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6543418,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392981111","doi":"10.1109/icraie59459.2023.10468498","title":"The Influence of Features and Factor on Continuous Usage Intention in Indonesia’s National Health Insurance Application","year":2023,"lang":"en","type":"article","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"National health insurance; Factor (programming language); Computer science; Business; Actuarial science; Environmental health; Medicine; Programming language","authors":[{"name":"Reyvaldo Reyvaldo","is_ca":false},{"name":"Muh Ihsan Sakaruddin","is_ca":false},{"name":"Davin Fauzan Ma’Rifatullah","is_ca":false},{"name":"Erwin Halim","is_ca":false},{"name":"Placide Poba-Nzao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05208569985298926,"gpt":0.4285953285784684,"spread":0.3765096287254791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302142,0.0001020934,0.0002072673,0.0002608287,0.0003958836,0.00000509159,0.0001729758,0.0002251128,0.000004995334],"category_scores_gemma":[0.0004981173,0.00007460995,0.00001792205,0.0005810268,0.0001341796,0.0000794783,0.00007536461,0.0006934886,0.00006479731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853218,"about_ca_system_score_gemma":0.0003939273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169621,"about_ca_topic_score_gemma":0.004695382,"domain_scores_codex":[0.9981774,0.0003658661,0.0005805204,0.0002507483,0.0002657226,0.000359736],"domain_scores_gemma":[0.9982991,0.000891723,0.0002992893,0.0002451055,0.0002031231,0.00006161725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000377046,0.00003511637,0.945244,0.0001051412,0.000003199305,4.350736e-7,0.0007036251,0.000006232879,0.001237881,0.007260362,0.0006686311,0.04469773],"study_design_scores_gemma":[0.0004559726,0.00005391504,0.9968953,0.0001154002,6.037451e-7,9.255499e-7,0.0008004165,0.0000295308,0.00005003333,0.0005667827,0.0009730504,0.00005813712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890222,0.00008089005,0.00003270543,0.008889989,0.0001008632,0.001449223,0.00004809804,0.0001774609,0.0001985524],"genre_scores_gemma":[0.9979333,0.0004356205,0.00005681816,0.0007496868,0.00001211726,0.0004752298,0.00001514063,0.00001204003,0.0003099949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05165129,"threshold_uncertainty_score":0.3044856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7099854101","doi":"","title":"Canadian Regulatory Cost-Benefit Analysis Guide Authors:","year":2007,"lang":"en","type":"article","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Legislation; Work (physics); Quality (philosophy); Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06529618625843264,"gpt":0.4580228817991179,"spread":0.3927266955406853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003901011,0.0002370096,0.0004889552,0.001879769,0.001104448,0.000008501372,0.0004753435,0.001200984,0.007160642],"category_scores_gemma":[0.0003586875,0.0002279062,0.0001539933,0.002046979,0.0001003182,0.00009980583,0.0001017147,0.001344002,0.00243329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717997,"about_ca_system_score_gemma":0.002387477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7156161,"about_ca_topic_score_gemma":0.9841638,"domain_scores_codex":[0.9959314,0.0001997554,0.001163254,0.0005566812,0.0003080854,0.001840796],"domain_scores_gemma":[0.9962521,0.0004035601,0.0002067919,0.001349811,0.0003657907,0.001421937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009725391,0.00002899117,0.8885018,0.00003003063,0.0001635701,0.00006043084,0.0005318278,0.000003158591,0.0000971208,0.01563525,0.0483633,0.04657485],"study_design_scores_gemma":[0.0002377757,0.00001297712,0.5731056,0.00001859093,0.0002379416,0.000001597327,0.001366505,0.00003927741,0.00007035535,0.000161005,0.4245508,0.0001976056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8505372,0.00022267,0.00269791,0.0136623,0.001276318,0.002238199,0.000101291,0.001227114,0.128037],"genre_scores_gemma":[0.9043895,0.00002236492,0.004585376,0.00556836,0.0001436702,0.0001636648,0.00006366178,0.00005538903,0.08500804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761875,"threshold_uncertainty_score":0.9983434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280579131","doi":"10.17504/protocols.io.b6srred6","title":"[RETRACTED] Keto Now Canada Reviews (Pros Or Cons) Serious Scam Pills Dangers or Is It Legit? v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pill; Medicine; Pharmacology","authors":[{"name":"acvsuperslimtry not provided","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1704852664324791,"gpt":0.46674461557417,"spread":0.2962593491416909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003547173,0.001351289,0.002987053,0.0006061855,0.002183562,0.00005395316,0.002566632,0.00362549,0.1324745],"category_scores_gemma":[0.003432974,0.00104814,0.0003393971,0.001140781,0.0003204359,0.000153351,0.003862844,0.01610106,0.002358231],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006324936,"about_ca_system_score_gemma":0.05095575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7573405,"about_ca_topic_score_gemma":0.971823,"domain_scores_codex":[0.9870384,0.002625688,0.00390359,0.002478913,0.001261041,0.00269232],"domain_scores_gemma":[0.9892923,0.002119836,0.002164114,0.004699544,0.0006263604,0.001097863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001962863,0.0001620776,0.01995218,0.004211652,0.0001161302,0.000515058,0.001156854,0.000001247166,0.00004032931,0.00004763199,0.9452823,0.02831829],"study_design_scores_gemma":[0.0009950191,0.0001498145,0.004857501,0.001654679,0.0002876829,0.00003974984,0.004141181,0.00002238711,0.00003900392,0.00002121312,0.9865699,0.001221911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2908844,0.01706968,0.0002889397,0.4100494,0.06483736,0.1022699,0.01798118,0.006617683,0.09000147],"genre_scores_gemma":[0.03254161,0.04776975,0.009757178,0.1482865,0.001281804,0.03193215,0.001707319,0.0009343483,0.7257893],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6357878,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221008708","doi":"10.17504/protocols.io.8epv59216g1b/v1","title":"[RETRACTED] Keto Now Canada Reviews (Pros Or Cons) Serious Scam Pills Dangers or Is It Legit? v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pill; Medicine; Pharmacology","authors":[{"name":"acvsuperslimtry not provided","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1704852664324791,"gpt":0.46674461557417,"spread":0.2962593491416909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003547173,0.001351289,0.002987053,0.0006061855,0.002183562,0.00005395316,0.002566632,0.00362549,0.1324745],"category_scores_gemma":[0.003432974,0.00104814,0.0003393971,0.001140781,0.0003204359,0.000153351,0.003862844,0.01610106,0.002358231],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006324936,"about_ca_system_score_gemma":0.05095575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7573405,"about_ca_topic_score_gemma":0.971823,"domain_scores_codex":[0.9870384,0.002625688,0.00390359,0.002478913,0.001261041,0.00269232],"domain_scores_gemma":[0.9892923,0.002119836,0.002164114,0.004699544,0.0006263604,0.001097863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001962863,0.0001620776,0.01995218,0.004211652,0.0001161302,0.000515058,0.001156854,0.000001247166,0.00004032931,0.00004763199,0.9452823,0.02831829],"study_design_scores_gemma":[0.0009950191,0.0001498145,0.004857501,0.001654679,0.0002876829,0.00003974984,0.004141181,0.00002238711,0.00003900392,0.00002121312,0.9865699,0.001221911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2908844,0.01706968,0.0002889397,0.4100494,0.06483736,0.1022699,0.01798118,0.006617683,0.09000147],"genre_scores_gemma":[0.03254161,0.04776975,0.009757178,0.1482865,0.001281804,0.03193215,0.001707319,0.0009343483,0.7257893],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6357878,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009244364","doi":"","title":"1. EFFECT OF ONLINE COOPERATIVE LEARNING ON STUDENTS","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cooperative learning; Control (management); Online learning; Comprehension; Sample (material); Statistical analysis; Active learning (machine learning); Significant difference; Learning effect","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03276523249082668,"gpt":0.4240034425034558,"spread":0.3912382100126292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001166945,0.001240507,0.002019808,0.001924609,0.00008848667,0.00003607844,0.002047501,0.000966922,0.01066215],"category_scores_gemma":[0.0008131702,0.001014162,0.0005056599,0.0002759983,0.0007660459,0.00004462632,0.002196239,0.008371294,0.02053891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588703,"about_ca_system_score_gemma":0.000371754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01452785,"about_ca_topic_score_gemma":0.02784852,"domain_scores_codex":[0.9898124,0.004759596,0.001497425,0.001709568,0.0008609659,0.001360087],"domain_scores_gemma":[0.9944462,0.002821752,0.001063235,0.001170505,0.00008092424,0.0004174245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000824658,0.0003598069,0.01482099,0.002657349,0.0008381716,0.0002785979,0.005212558,0.000002090893,0.0002295268,0.000976766,0.9709114,0.002888082],"study_design_scores_gemma":[0.00217864,0.004813822,0.001472953,0.0180318,0.0004112171,0.00001622259,0.0003579958,0.0002603745,0.0003837564,0.0001285511,0.9711487,0.0007959977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07857093,0.001066116,0.000833996,0.0005335751,0.00460256,0.006737243,0.003536694,0.002206597,0.9019123],"genre_scores_gemma":[0.05486459,0.0003244549,0.0004407188,0.0003332661,0.000629295,0.0006552259,0.0009914762,0.001454396,0.9403066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03839429,"threshold_uncertainty_score":0.9992309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7101077937","doi":"","title":"United States and Canada: Are those over 50","year":2013,"lang":"en","type":"article","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06336400320435424,"gpt":0.4003977323978004,"spread":0.3370337291934461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002083357,0.000134588,0.000208389,0.0001389986,0.0004350449,0.000006568167,0.0001322855,0.000288064,0.003796053],"category_scores_gemma":[0.0001536937,0.0001068752,0.0000104326,0.0001766682,0.00007409096,0.00008356696,0.0001338747,0.0007353852,0.0002825382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606248,"about_ca_system_score_gemma":0.0009233006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852588,"about_ca_topic_score_gemma":0.9774674,"domain_scores_codex":[0.9984512,0.0002150544,0.0003523193,0.0002384294,0.0001396354,0.0006033987],"domain_scores_gemma":[0.9986704,0.0003957641,0.0001164103,0.0003777558,0.0001702161,0.0002694506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002919844,0.00001718122,0.7461661,0.00007643706,0.000007232165,0.000006061286,0.0002384343,1.244895e-7,0.00006530122,0.0005865758,0.2495644,0.00326926],"study_design_scores_gemma":[0.0003673576,0.00001385823,0.7480961,0.00005721581,0.0000096962,0.000001140676,0.005351605,0.0000793314,0.00002131561,0.0002134119,0.2456641,0.0001248477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796149,0.0001438634,0.00001712005,0.01760398,0.0002599892,0.0009150298,0.00005189337,0.0002668808,0.001126405],"genre_scores_gemma":[0.9693289,0.0003966228,0.0007483405,0.01644392,0.00004352408,0.0003998486,0.00005510435,0.00004134665,0.01254241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141601,"threshold_uncertainty_score":0.9971146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1661008463","doi":"10.1016/j.jneb.2015.04.198","title":"Evaluation of the Promotion of Free School Breakfast on Consumption and Perceptions of School Breakfast in a Rural District","year":2015,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Promotion (chess); Consumption (sociology); Perception; Economics; Psychology; Sociology; Political science; Social science","authors":[{"name":"Lauren Amaya","is_ca":false},{"name":"Gail E. Gates","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.121782038224766,"gpt":0.4607864197955338,"spread":0.3390043815707677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002578806,0.0001310879,0.0003476157,0.000610812,0.0001295503,0.000007059886,0.0001697431,0.000285274,0.0002008458],"category_scores_gemma":[0.00132197,0.0001054077,0.00007145676,0.0003832811,0.0002046988,0.0002886483,0.00004766517,0.0006878713,0.000004919034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005426643,"about_ca_system_score_gemma":0.001857578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002121679,"about_ca_topic_score_gemma":0.0001942752,"domain_scores_codex":[0.9966999,0.001016406,0.001263598,0.0001409918,0.0007103517,0.0001688079],"domain_scores_gemma":[0.9957768,0.0001148334,0.00134624,0.0003144887,0.002236532,0.0002110569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008871774,0.007001184,0.9263571,0.0003393864,0.00001088018,2.876609e-7,0.0009278288,9.34244e-7,0.01232357,0.0001581816,0.0009537321,0.05183822],"study_design_scores_gemma":[0.003740197,0.0004179906,0.9831443,0.001591307,0.0004107392,0.00005855636,0.009559847,0.0000198464,0.0004761829,0.0003920603,0.0001094634,0.00007949961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951651,0.0003879599,0.00002486485,0.001953159,0.0006287677,0.001708637,0.00008539852,0.000009060128,0.00003708429],"genre_scores_gemma":[0.9986941,0.0002961048,0.0005109226,0.00003751104,0.0001022179,0.0002968021,0.00001725333,0.00001230662,0.00003281324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05678723,"threshold_uncertainty_score":0.42984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6920344892","doi":"10.6068/dp15e0093d78e17","title":"Trend 1973 - 2011. Bureau of Labor Statistics. International Labor Statistics [Archive]: Manufacturing Labor Productivity and Unit Labor Costs | Country: Taiwan | Seasonally Adjusted: Non-Seasonally Adjusted | Industry: Manufacturing | Series: MANUFACTURING AGGREGATE HOURS INDEX, 1973-2011. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 002-031-005.","year":2017,"lang":"en","type":"other","venue":"Data Planet","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Productivity; Currency; Labor cost; Liberian dollar; Compensation of employees; Aggregate data; Index (typography); National accounts","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05925351901545901,"gpt":0.3620362066830948,"spread":0.3027826876676358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001996734,0.001970659,0.002657976,0.0008463127,0.001012955,0.0003074021,0.005627511,0.003286864,0.009829658],"category_scores_gemma":[0.000318959,0.001970614,0.000005533061,0.00008010882,0.001519672,0.001155882,0.004034901,0.007801407,0.001181489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509957,"about_ca_system_score_gemma":0.002708357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2607327,"about_ca_topic_score_gemma":0.244501,"domain_scores_codex":[0.9881852,0.001678097,0.002337471,0.003374359,0.002005095,0.002419826],"domain_scores_gemma":[0.9857351,0.001841512,0.004253126,0.0067067,0.000185543,0.001278032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008707464,0.000335935,0.008787123,0.004155691,0.0009357391,0.001000092,0.00005234648,0.000004605402,0.00003115713,0.0005851098,0.9756891,0.00755236],"study_design_scores_gemma":[0.002908793,0.0002324339,0.03447578,0.0009042119,0.0009362032,0.0001662074,0.0005676514,0.0001827704,0.00001317336,0.00001019325,0.9578822,0.001720402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001091903,0.001513314,0.000052291,0.0002101761,0.001960934,0.003611599,0.9900808,0.00056072,0.0009182818],"genre_scores_gemma":[0.0009267777,0.004892135,0.00349466,0.0003057842,0.0009916731,0.0002474508,0.9818803,0.0007453242,0.006515868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02568866,"threshold_uncertainty_score":0.9997525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926749456","doi":"10.25345/c5v22q","title":"MassIVE MSV000087048 - Interlaboratory Comparison of Untargeted Mass Spectrometry Data Uncovers Underlying Causes for Variability","year":2021,"lang":"en","type":"dataset","venue":"UC San Diego","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mass spectrometry; Calibration; Analyte","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2087419525689089,"gpt":0.4962195156395808,"spread":0.2874775630706718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002744995,0.0008131204,0.002364932,0.0007806313,0.0007376155,0.00002923591,0.002616309,0.00268661,0.003936734],"category_scores_gemma":[0.006772264,0.0008529878,0.0002046189,0.001243022,0.000490334,0.0002645289,0.001665666,0.004458534,0.0001670946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00213508,"about_ca_system_score_gemma":0.00803831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391276,"about_ca_topic_score_gemma":0.01650591,"domain_scores_codex":[0.9911757,0.002138197,0.002613996,0.001919089,0.0006551637,0.001497839],"domain_scores_gemma":[0.9853312,0.005264868,0.002058509,0.006138202,0.0008327912,0.0003743678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001263671,0.0004127465,0.0328197,0.004299262,0.0003428678,0.00003191682,0.0002054648,0.000001075378,0.0004846138,0.00007649649,0.9607356,0.000463916],"study_design_scores_gemma":[0.001515007,0.0002677253,0.003383189,0.001205763,0.0009592789,0.00000163331,0.007265803,0.00003904094,0.0003542371,0.0003074627,0.9838938,0.0008070958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005602448,0.001086451,0.001399959,0.0003697037,0.003990487,0.003330082,0.9839089,0.000254315,0.00005768401],"genre_scores_gemma":[0.008082924,0.0001864313,0.007216688,0.0004725968,0.000258964,0.0004961073,0.9830649,0.0001288529,0.00009253986],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02943651,"threshold_uncertainty_score":0.9993921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6980751176","doi":"","title":"Constitutional Amendment in Canada","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Constitution; Government (linguistics); Legislation; Amendment; Constitutional law; Legislature","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06394123182859918,"gpt":0.3325254344120215,"spread":0.2685842025834223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003951759,0.0001998006,0.0003009265,0.005110405,0.0005146016,0.000003937181,0.0004128095,0.0002609159,0.0002457286],"category_scores_gemma":[0.0001372133,0.0002284081,0.00004552443,0.0106944,0.0002070152,0.0001537575,0.0003318149,0.00103412,0.00042707],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005169574,"about_ca_system_score_gemma":0.01659328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944455,"about_ca_topic_score_gemma":0.9978772,"domain_scores_codex":[0.9975168,0.0004083154,0.0003649857,0.0004617414,0.0003027801,0.0009454395],"domain_scores_gemma":[0.9988036,0.000356733,0.0001382576,0.0004292896,0.0001153775,0.0001567366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002417708,0.0002825359,0.8422613,0.0004600156,0.0001009208,0.004641328,0.006812204,0.00006937208,0.00003957909,0.05291642,0.01446774,0.07770686],"study_design_scores_gemma":[0.001321896,0.00002410212,0.01475214,0.0001051419,0.00002080982,0.00000346364,0.005266994,0.00007104382,0.00002656483,0.000001250962,0.9781905,0.0002160225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7859125,0.000001430886,0.00006719773,0.002463931,0.0009582624,0.001690181,0.0002215945,0.0005922574,0.2080926],"genre_scores_gemma":[0.9838731,0.01513674,0.0001897642,0.000514461,0.00004510211,0.00003973248,0.00007003693,0.00001816824,0.0001128964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9637228,"threshold_uncertainty_score":0.9986494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991342587","doi":"","title":"Fuzzy wavelet packet based feature extraction method and its application to biomedical classification","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Pattern recognition (psychology); Feature extraction; Fuzzy logic; Feature (linguistics); Wavelet; Wavelet packet decomposition","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07454153684272267,"gpt":0.4665506870041634,"spread":0.3920091501614407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013917,0.0001678923,0.0002367009,0.0002949458,0.0004743222,0.000007384097,0.0001716372,0.0008628333,0.000286909],"category_scores_gemma":[0.0004206969,0.0001598924,0.00002965796,0.0004718698,0.00004574266,0.0001216526,0.00005366933,0.001128485,0.0008410752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604835,"about_ca_system_score_gemma":0.0003316409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001908769,"about_ca_topic_score_gemma":0.0001403741,"domain_scores_codex":[0.9977321,0.000523723,0.0004406715,0.0005202272,0.0002835336,0.0004997264],"domain_scores_gemma":[0.9983423,0.0004345714,0.0001964466,0.0004882762,0.0001836931,0.000354704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005324456,0.0001350598,0.002120906,0.0001097336,0.000005749849,0.000001275329,0.0003418468,4.585183e-7,0.2813703,0.006061526,0.02629438,0.6835056],"study_design_scores_gemma":[0.001139595,0.00010472,0.1584416,0.00009472298,0.00005954403,0.000010608,0.0004424118,0.006883885,0.004472049,0.001452972,0.8265923,0.0003055048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3997934,0.000144531,0.179424,0.4042889,0.0006512203,0.005487556,0.0001821674,0.001216501,0.008811672],"genre_scores_gemma":[0.8990504,0.00003215502,0.09548146,0.002941901,0.0003269514,0.001252836,0.0001310617,0.0000379446,0.0007453592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.800298,"threshold_uncertainty_score":0.9999369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6949773183","doi":"10.5281/zenodo.4164995","title":"One Shot Keto","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Shot (pellet); Dispose pattern; One shot; Reduction (mathematics); Table (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.27145465462454,"gpt":0.4030970464806108,"spread":0.1316423918560707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009401403,0.0001562904,0.0002483161,0.0001871026,0.004257854,0.00009822789,0.00118759,0.0002599906,0.04021752],"category_scores_gemma":[0.00203814,0.0001806647,0.00004777799,0.0007875268,0.0001879677,0.0001753836,0.001653604,0.001381635,0.08276358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649432,"about_ca_system_score_gemma":0.00002472827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004531946,"about_ca_topic_score_gemma":0.000001500238,"domain_scores_codex":[0.9968089,0.001007038,0.0004998838,0.0005497303,0.000382871,0.0007515099],"domain_scores_gemma":[0.9980447,0.00007386829,0.0001605802,0.0006139716,0.0006042192,0.0005026656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002094192,0.0002973879,0.0003816374,0.0005523307,0.00006710518,0.00003989967,0.009178524,0.000003895541,0.01900424,0.01628873,0.6230122,0.3309646],"study_design_scores_gemma":[0.0006817298,0.0002167393,0.004347778,0.0000492389,0.00001960031,0.000008481972,0.001145054,0.00006283732,0.000197318,0.00007801047,0.9930179,0.0001753561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2855813,0.0003635368,0.005939803,0.09947099,0.0007077721,0.005341445,0.0009696211,0.01452884,0.5870967],"genre_scores_gemma":[0.9905823,0.0001349508,0.0006706027,0.004164307,0.0003579971,3.318101e-7,0.000799948,0.002166619,0.001122986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7050009,"threshold_uncertainty_score":0.9970385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034653488","doi":"","title":"Two Views of Hong Kong's Basic Law: But Hong Kong Should Seek A Better Way","year":2010,"lang":"en","type":"article","venue":"The HKU Scholars Hub (University of Hong Kong)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Negotiation; Politics; Beijing; Basic law; Position (finance); Autonomy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09056567665958874,"gpt":0.3702772386643706,"spread":0.2797115620047819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003752125,0.0005577051,0.00116733,0.0006039093,0.002613767,0.00003267327,0.002459696,0.001204575,0.001662909],"category_scores_gemma":[0.0003483588,0.0005396095,0.0004231157,0.0009443064,0.00157955,0.001166537,0.001246961,0.006866918,0.0009076547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552549,"about_ca_system_score_gemma":0.0006050868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008076373,"about_ca_topic_score_gemma":0.02098447,"domain_scores_codex":[0.9943707,0.001474151,0.0009397237,0.0009094129,0.0008455489,0.00146045],"domain_scores_gemma":[0.9944638,0.0008851798,0.001077405,0.00249412,0.000613161,0.0004663193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005492414,0.0009660115,0.6982743,0.001252078,0.0004978838,0.0003947024,0.01465769,0.00001093517,0.1974643,0.01713454,0.01335088,0.05544744],"study_design_scores_gemma":[0.007889794,0.00037148,0.9065346,0.001187426,0.001071688,0.00007147491,0.02903002,0.0001950464,0.005885484,0.002171371,0.04404296,0.001548672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800699,0.0002448669,0.0002030066,0.01040665,0.001286986,0.00182154,0.0001998445,0.0004192805,0.005347869],"genre_scores_gemma":[0.9905042,0.0001111347,0.004384405,0.001251542,0.0001612669,0.00001074402,0.00003286887,0.0001023768,0.00344147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2082603,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7039724230","doi":"","title":"Natural antibody recognition, signaling and surveillance in v-Ha-ras- and PKC-B1-overexpressing 10T1/2 fibroblasts","year":2007,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Regulator; Signal transduction; Antibody; Cell; Polyclonal antibodies; Mediator; Phenotype; Cell culture; Cell signaling; Transfection; Monoclonal antibody","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01164797733034647,"gpt":0.2606856593086772,"spread":0.2490376819783307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007455373,0.0003789437,0.0006305348,0.0001977901,0.0003138703,0.00001438499,0.0001853781,0.00025474,0.000191868],"category_scores_gemma":[0.00002603751,0.0003846923,0.00001884892,0.0001535179,0.0002172187,0.0001809598,0.0002633104,0.001056159,2.18036e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002861411,"about_ca_system_score_gemma":0.002056042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01727566,"about_ca_topic_score_gemma":0.2247541,"domain_scores_codex":[0.996902,0.000317487,0.0006399416,0.000551689,0.0008761175,0.0007127943],"domain_scores_gemma":[0.9980188,0.000896916,0.0004854898,0.0002752898,0.000001724019,0.00032175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007036544,0.00006593107,0.8649069,0.005852642,0.0001594973,0.0005534024,0.0004140054,0.000001270204,0.02544531,0.00340997,0.02687136,0.07161604],"study_design_scores_gemma":[0.003841897,0.0001732982,0.6156713,0.01371418,0.00007621519,0.00005784766,0.008003277,0.0003312554,0.005405658,0.0009862743,0.3496042,0.002134512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5129867,0.01131667,0.00005556777,0.00423326,0.001249193,0.002118028,0.002298198,0.0001755987,0.4655668],"genre_scores_gemma":[0.8995476,0.002571425,0.002924412,0.001954378,0.0002139528,0.00003745107,0.0001212825,0.000330766,0.09229876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3865609,"threshold_uncertainty_score":0.9998605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6924945449","doi":"10.1666/0022-3360(2002)076&lt;0733:aronhp&gt;2.0.co;2","title":"A REVISION OF NOVACYSTIS HAWKESI PAUL AND BOLTON 1991 (MIDDLE SILURIAN: GLYPTOCYSTITIDA, ECHINODERMATA) AND THE PHYLOGENY OF EARLY CALLOCYSTITIDS","year":2002,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Polyphyly; Echinoderm; Phylogenetics; Sensu; Refugium (fishkeeping); Morphology (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.382696518478068,"gpt":0.3272329929207463,"spread":0.05546352555732176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001412089,0.0004944007,0.001359399,0.0003695572,0.0008431009,0.00002164922,0.0006363624,0.0006842604,0.0003247363],"category_scores_gemma":[0.0005248325,0.0003832376,0.0001514482,0.0005869405,0.001595173,0.0001740483,0.0006731722,0.001155017,0.0001406166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035086,"about_ca_system_score_gemma":0.0001263202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006001164,"about_ca_topic_score_gemma":0.0005726347,"domain_scores_codex":[0.9949636,0.00103853,0.001786464,0.000757466,0.0005165848,0.0009373821],"domain_scores_gemma":[0.9958098,0.001203378,0.0009414657,0.001384589,0.0003562122,0.0003045404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004981227,0.002804859,0.306711,0.02217668,0.001124873,0.0004113675,0.03383668,0.00000459185,0.2660118,0.08800993,0.05608988,0.217837],"study_design_scores_gemma":[0.03728425,0.002495897,0.7058358,0.008671457,0.001156361,0.0004524795,0.003613959,0.00380351,0.003674047,0.002192484,0.2280658,0.002754043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835327,0.007362828,0.0003541722,0.003795163,0.0003603057,0.002834879,0.0008644116,0.0002097653,0.0006857347],"genre_scores_gemma":[0.9949,0.001272846,0.002647387,0.0005054622,0.0001195237,0.00009009051,0.0000488917,0.0000718818,0.0003439205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991247,"threshold_uncertainty_score":0.999862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7038844297","doi":"","title":"La conciliation des divers rÃ´les de vie chez les aidantes familiales ayant Ã  charge un parent Ã¢gÃ© en perte d'autonomie hÃ©bergÃ© en rÃ©sidence privÃ©e","year":2008,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Population; Conciliation; Poison control","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01600255315845681,"gpt":0.2293497899462244,"spread":0.2133472367877676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001624705,0.0008149347,0.001058053,0.0001439671,0.001344769,0.00002579391,0.0008789542,0.0007885199,0.001602435],"category_scores_gemma":[0.0001475379,0.0008287007,0.0001182593,0.0001673736,0.001221143,0.0003608885,0.000593061,0.001749927,3.648743e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364275,"about_ca_system_score_gemma":0.01535339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08088598,"about_ca_topic_score_gemma":0.2917374,"domain_scores_codex":[0.9929929,0.002041737,0.001171196,0.0008847592,0.001567429,0.001341934],"domain_scores_gemma":[0.9946944,0.002936186,0.0009093857,0.0006271356,0.000006306649,0.0008265746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003153719,0.0001964583,0.7189523,0.002981564,0.0003496709,0.0004770709,0.004344179,0.00001395626,0.006898892,0.03548445,0.003409983,0.2265761],"study_design_scores_gemma":[0.001159876,0.0001547589,0.6117281,0.002959919,0.000243441,0.0000414976,0.01624534,0.0004848469,0.01000797,0.0003224601,0.3557189,0.0009328964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8243716,0.01108986,0.0002769812,0.017093,0.001104845,0.002233371,0.003817464,0.0001713507,0.1398415],"genre_scores_gemma":[0.8778749,0.03395717,0.004111585,0.001611384,0.0002558129,0.0001852826,0.00007816093,0.0002460241,0.08167966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3523089,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6977540911","doi":"10.6084/m9.figshare.12850223","title":"The diagnostic value of Red Flags in thoracolumbar pain: a systematic review","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Observational study; Systematic review; Cohen's kappa; Low back pain; MEDLINE; Back pain; Gold standard (test); Chest pain","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1353443287988047,"gpt":0.4329198461723284,"spread":0.2975755173735236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001592756,0.0001677661,0.0007514993,0.0000497696,0.0002982759,0.000005775929,0.0006590377,0.0003158707,0.01175339],"category_scores_gemma":[0.1262677,0.0001241991,0.00009245811,0.0006650695,0.0000179101,0.00005475791,0.0002440614,0.001069682,0.002807892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334562,"about_ca_system_score_gemma":0.0005508734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005599138,"about_ca_topic_score_gemma":0.0002068233,"domain_scores_codex":[0.9946091,0.002986926,0.001313664,0.0002948424,0.0002696655,0.0005258645],"domain_scores_gemma":[0.9906527,0.007561618,0.0006058638,0.0007770668,0.0002282232,0.0001745266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004531631,0.00002557742,0.001630706,0.659133,0.00001284378,0.00003226631,0.0004894907,3.282662e-7,0.00001113583,0.00004238422,0.3379029,0.0007148862],"study_design_scores_gemma":[0.000332603,0.00008805945,0.00982497,0.9655266,0.00009476837,0.000002018885,0.0007784959,0.0001940617,0.00001119465,0.00003977202,0.02291104,0.0001964272],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0109633,0.4811194,0.00001584353,0.2205894,0.0009003415,0.1024196,0.1783594,0.002629667,0.003003039],"genre_scores_gemma":[0.8451576,0.008048781,0.0002796337,0.05814939,0.0003568914,0.06237604,0.02461775,0.0003336818,0.000680274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8341942,"threshold_uncertainty_score":0.9979686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}