{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":41,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":41,"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":"854ca975efbd","filters":{"venue":"RAND Corporation eBooks"}},"results":[{"id":"W2580831447","doi":"10.7249/rr325","title":"Mental Health Retrosight: Understanding the returns from research (lessons from schizophrenia): Policy Report","year":2013,"lang":"en","type":"article","venue":"RAND Corporation eBooks","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":28,"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; Psychological intervention; Public relations; Champion; Health care; Psychology; Political science; Translational research; Medicine; Psychiatry","authors":[{"name":"Steven Wooding","is_ca":false},{"name":"Alexandra Pollitt","is_ca":false},{"name":"Sophie Castle‐Clarke","is_ca":false},{"name":"Gavin Cochrane","is_ca":false},{"name":"Stephanie Diepeveen","is_ca":false},{"name":"Susan Guthrie","is_ca":false},{"name":"Marcela Horvitz‐Lennon","is_ca":false},{"name":"Vincent Larivière","is_ca":false},{"name":"Molly Morgan Jones","is_ca":false},{"name":"Síobhán Ni Chonaill","is_ca":false},{"name":"Claire O'Brien","is_ca":false},{"name":"Stuart S. Olmsted","is_ca":false},{"name":"Dana Schultz","is_ca":false},{"name":"Eleanor Winpenny","is_ca":false},{"name":"Harold Alan Pincus","is_ca":false},{"name":"Jonathan Grant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7249044484533839,"gpt":0.6428998516336263,"spread":0.08200459681975758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005086097,0.0002096391,0.0003497093,0.0003199502,0.005423672,0.0001337097,0.00045774,0.0001816583,0.001355163],"category_scores_gemma":[0.000945252,0.0001534504,0.00006678698,0.0005393388,0.0003564197,0.0003669254,0.0001967735,0.001125489,0.0007760519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729917,"about_ca_system_score_gemma":0.004603319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05879684,"about_ca_topic_score_gemma":0.01657389,"domain_scores_codex":[0.9920899,0.003468148,0.00145998,0.0006047055,0.001317148,0.001060115],"domain_scores_gemma":[0.9948813,0.002277478,0.001029791,0.0008852803,0.0004057043,0.0005204608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004483159,0.00006671601,0.02725171,0.0001059025,0.0001043391,0.00001979362,0.1910818,0.000005314172,0.006855709,0.238565,0.5268364,0.008659068],"study_design_scores_gemma":[0.009800198,0.0003722588,0.1162539,0.0007953366,0.00002645761,0.0000191992,0.1140519,0.001433639,0.0006150412,0.5221747,0.2335701,0.0008873697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3980097,0.000103549,0.02340519,0.5244774,0.002361363,0.008741095,0.001111413,0.0003790139,0.04141121],"genre_scores_gemma":[0.9753284,0.00002753713,0.001036003,0.01535823,0.001309024,0.0006108893,0.0002855272,0.0000363723,0.006007976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5773187,"threshold_uncertainty_score":0.9995577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2614808491","doi":"10.7249/rr1463","title":"Systematic Reviews for Occupational Safety and Health Questions: Resources for Evidence Synthesis","year":2016,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; Agency for Healthcare Research and Quality; McMaster University; University of Pittsburgh; RAND Corporation","keywords":"Systematic review; Management science; Risk analysis (engineering); Computer science; Psychology; Engineering ethics; Medicine; Engineering; MEDLINE; Political science","authors":[{"name":"Susanne Hempel","is_ca":false},{"name":"Lea Xenakis","is_ca":false},{"name":"Marjorie Danz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3979692482577027,"gpt":0.4981714372314119,"spread":0.1002021889737092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006656092,0.0002837084,0.001262525,0.0001506908,0.0002648356,0.0000582144,0.00007976903,0.0002058938,0.00003036013],"category_scores_gemma":[0.01737278,0.0002044509,0.0002582087,0.00002321027,0.0000789347,0.0001607707,0.00002124627,0.0001267977,0.0000173176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785143,"about_ca_system_score_gemma":0.001408125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531718,"about_ca_topic_score_gemma":0.0001099399,"domain_scores_codex":[0.9959422,0.0003277119,0.002738121,0.0004623925,0.0003489869,0.000180627],"domain_scores_gemma":[0.9838861,0.01190212,0.003004029,0.0003875318,0.0006644334,0.000155778],"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":[0.01569309,0.0001284915,0.0001340074,0.2963849,0.0008672195,0.000003321815,0.0006704577,0.000002978935,0.0001419613,0.04859093,0.3430454,0.2943372],"study_design_scores_gemma":[0.004733266,0.001262794,0.0002786007,0.1287154,0.002970183,0.00006471639,0.00007003322,0.0005740793,0.00001794412,0.01531678,0.8454296,0.0005666455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00003693177,0.02537444,0.871112,0.02044067,0.001087403,0.06926488,0.001521083,0.0002497557,0.01091287],"genre_scores_gemma":[0.001611797,0.01042435,0.03864465,0.009253779,0.003854977,0.01422585,0.001513833,0.0002299067,0.9202409],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.909328,"threshold_uncertainty_score":0.9909043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792621210","doi":"10.7249/tr515","title":"The provision of neonatal services: Data for international comparisons","year":2008,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Compendium; Benchmarking; Audit; International comparisons; Northern ireland; Census; Business; Geography; Accounting; Medicine; Economic growth; Environmental health; History; Economics","authors":[{"name":"Michael Hallsworth","is_ca":false},{"name":"Alice Farrands","is_ca":false},{"name":"Wija Oortwijn","is_ca":false},{"name":"Evi Hatziandreu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1147319120234112,"gpt":0.3944408127904712,"spread":0.27970890076706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006236996,0.000210426,0.0003784458,0.00007459778,0.001141725,0.00001879046,0.0008364856,0.000305299,0.00002478789],"category_scores_gemma":[0.00005299235,0.0001481503,0.00009080014,0.00001884523,0.0001058431,0.00009377606,0.0002746257,0.0005801754,0.00003312174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009782532,"about_ca_system_score_gemma":0.002028464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004091335,"about_ca_topic_score_gemma":0.0009394149,"domain_scores_codex":[0.9978619,0.0001354551,0.0009738996,0.0003713523,0.0004096106,0.0002477874],"domain_scores_gemma":[0.996524,0.0005507042,0.001422053,0.000855148,0.0005644872,0.00008362064],"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":[0.001107908,0.00005153882,0.0003735306,0.001610589,0.0001202528,0.00000192039,0.002237342,0.00000383424,0.00001496452,0.04917082,0.908285,0.03702229],"study_design_scores_gemma":[0.001787998,0.00004975327,0.0001198833,0.0009667504,0.00003905534,0.000001511146,0.0004295783,0.001856942,0.000003829772,0.002575804,0.9920287,0.0001401632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006547956,0.002646835,0.03576012,0.00364858,0.01837692,0.01899253,0.01465672,0.0003787626,0.9048848],"genre_scores_gemma":[0.00654455,0.0005089123,0.0007739021,0.001059546,0.003580215,0.00005458005,0.01925263,0.00007962855,0.968146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08374372,"threshold_uncertainty_score":0.8781343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W331445853","doi":"10.7249/tr1187","title":"The impact of migration on transport and congestion","year":2011,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metropolitan area; Public transport; Geography; Population; Car ownership; Traffic congestion; Regional science; Economic growth; Demographic economics; Political science; Transport engineering; Economics; Sociology; Engineering; Demography","authors":[{"name":"Flavia Tsang","is_ca":false},{"name":"Charlene Rohr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03704933613988081,"gpt":0.2872578553388275,"spread":0.2502085191989467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005548172,0.0001582639,0.0002208015,0.000052593,0.0004107016,0.00003986849,0.0001236643,0.0002515816,0.00004867891],"category_scores_gemma":[0.00001368715,0.0001064486,0.0001464037,0.00002636306,0.0004992929,0.0000972114,0.000002592226,0.0001663613,0.000003653611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008039995,"about_ca_system_score_gemma":0.0007012048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770074,"about_ca_topic_score_gemma":0.0230963,"domain_scores_codex":[0.9989682,0.00008087389,0.0003355236,0.0002038865,0.0002843344,0.0001271801],"domain_scores_gemma":[0.9990716,0.00009344322,0.0004222832,0.0001784278,0.0001658527,0.00006840824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004611851,0.0003145682,0.1706114,0.0002810762,0.0006573533,0.00001989945,0.05230417,0.00004375513,0.0004745295,0.6031536,0.01455717,0.1529706],"study_design_scores_gemma":[0.00276577,0.001367013,0.4514959,0.0005381095,0.0005742711,0.000001089797,0.0005156722,0.0000601215,0.0004886778,0.3966315,0.1443317,0.00123013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1529076,0.0002072794,0.0001455105,0.00005232141,0.0002189427,0.0007951524,0.0000460947,0.00004851623,0.8455786],"genre_scores_gemma":[0.737563,0.00008210463,0.000003992136,0.000007088938,0.0001257226,0.00001301576,0.00008013869,0.000009757108,0.2621152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5846553,"threshold_uncertainty_score":0.9947296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2339862364","doi":"10.7249/rr1048","title":"St. John's Wort for Major Depressive Disorder: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"RAND Corporation eBooks","topic":"Natural Compound Pharmacology Studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Placebo; Adverse effect; Hyperforin; Major depressive disorder; Meta-analysis; Medicine; Randomized controlled trial; Antidepressant; Depression (economics); Clinical trial; Hypericum perforatum; Psychiatry; Internal medicine; Alternative medicine; Traditional medicine; Anxiety; Cognition","authors":[{"name":"Alicia Ruelaz Maher","is_ca":false},{"name":"Susanne Hempel","is_ca":false},{"name":"Eric Apaydin","is_ca":false},{"name":"Roberta Shanman","is_ca":false},{"name":"Marika Booth","is_ca":false},{"name":"Jeremy N. V. Miles","is_ca":false},{"name":"Melony E. Sorbero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07469639630700706,"gpt":0.3280625906580441,"spread":0.253366194351037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006364555,0.0004386005,0.00242482,0.00002193632,0.0003335956,0.00006390211,0.0004041367,0.0002303144,0.00003586528],"category_scores_gemma":[0.0001425975,0.0001424776,0.0005597344,0.0001586289,0.00006403367,0.000062976,0.00008993647,0.0002339712,0.00003647563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006605653,"about_ca_system_score_gemma":0.00006432796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009828551,"about_ca_topic_score_gemma":0.0001449978,"domain_scores_codex":[0.9978333,0.0003404837,0.0008578431,0.0004435933,0.0002665322,0.0002583128],"domain_scores_gemma":[0.9978007,0.0005451881,0.001110271,0.0001129886,0.0003257132,0.0001051211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002473834,0.00003527729,0.000001156961,0.6230528,0.0004093056,0.000005474657,0.00001404214,5.334918e-8,0.000005157368,0.0003393079,0.02043576,0.3556769],"study_design_scores_gemma":[0.000236677,0.0001013449,3.08618e-7,0.09972207,0.003372841,0.0000201527,0.00001021762,0.000001499886,5.063854e-7,0.0006839115,0.8955139,0.0003365902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005360405,0.9902959,0.000008368428,0.0001168859,0.0003353229,0.007969545,0.0002954262,0.00008439417,0.000888827],"genre_scores_gemma":[0.0000359308,0.9912782,0.00002613067,0.0003693869,0.0002956896,0.003694467,0.0008360226,0.000004334656,0.003459858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8750781,"threshold_uncertainty_score":0.5810066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007049508","doi":"10.7249/rr512","title":"The Structural Genomics Consortium: A knowledge platform for drug discovery","year":2014,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Genomics; Structural genomics; Corporate governance; Drug discovery; Data science; Computational biology; Knowledge management; Computer science; Business; Biology; Bioinformatics; Genome; Genetics; Gene","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01094954117872458,"gpt":0.2236840009697317,"spread":0.2127344597910071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003277276,0.0003128584,0.0002795901,0.00002845312,0.0004233108,0.0002285699,0.0002999104,0.0003658261,0.000002136359],"category_scores_gemma":[0.00001262808,0.0002283578,0.0002398346,0.000008568834,0.000184956,0.000005630319,0.0001018811,0.0001839767,0.00001040221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005634948,"about_ca_system_score_gemma":0.0006286383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001385362,"about_ca_topic_score_gemma":0.0002978811,"domain_scores_codex":[0.9988272,0.00002057226,0.0005005266,0.0002880594,0.00009695909,0.0002667501],"domain_scores_gemma":[0.9987313,0.00006857878,0.0005171265,0.0004712662,0.0001405267,0.0000711749],"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":[0.00159562,0.00001608786,0.00001056224,0.0003806788,0.0007252264,0.000001080316,0.0006076131,0.0002785222,0.003991488,0.1931188,0.6635451,0.1357293],"study_design_scores_gemma":[0.001037698,0.000113743,0.000003052324,0.0000259651,0.00007611714,0.000009045822,0.00002521918,0.002656787,0.001050538,0.0324072,0.9622362,0.0003584223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01134516,0.005048448,0.07850078,0.0001394988,0.004145333,0.004332346,0.0007211074,0.00006089657,0.8957064],"genre_scores_gemma":[0.0550901,0.00009682764,0.0002728169,0.0002352304,0.001875516,0.0001168504,0.002217282,0.00006677731,0.9400286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2986912,"threshold_uncertainty_score":0.931216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2985133644","doi":"10.7249/rr4262","title":"Exploring the societal burden of multiple sclerosis: A study into the non-clinical impact of the disease, including changes with progression","year":2019,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Disease; Medicine; Political science; Gerontology; Psychiatry; Pathology","authors":[{"name":"Daniela Rodriguez-Rincon","is_ca":false},{"name":"Brandi Leach","is_ca":false},{"name":"Pollard Jack","is_ca":false},{"name":"Sarah Parkinson","is_ca":false},{"name":"Evangelos Gkousis","is_ca":false},{"name":"Catherine A. Lichten","is_ca":false},{"name":"Jon Sussex","is_ca":false},{"name":"Catriona Manville","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3034254489430336,"gpt":0.3911720551070468,"spread":0.0877466061640132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466011,0.0003713979,0.000844062,0.00009117582,0.0004625002,0.00004498802,0.0004714887,0.0001049019,0.00000803782],"category_scores_gemma":[0.0003994023,0.0001398653,0.0004902625,0.000122811,0.0008295169,0.0000780816,0.0005232223,0.0007186612,0.000003418487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747829,"about_ca_system_score_gemma":0.001146973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001692901,"about_ca_topic_score_gemma":0.0003139947,"domain_scores_codex":[0.9968789,0.0003790783,0.0006228814,0.0004239659,0.00143089,0.0002642887],"domain_scores_gemma":[0.9964142,0.0007999014,0.001061991,0.001035139,0.0005740249,0.0001147068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02385697,0.002080868,0.5313505,0.003856822,0.01254568,0.0000251915,0.1539178,0.0006424075,0.0172542,0.000117214,0.01240031,0.241952],"study_design_scores_gemma":[0.01505428,0.005446048,0.9515768,0.01042418,0.002006426,0.00000328525,0.009696216,0.002846235,0.0009303807,0.0001099047,0.001334584,0.0005716225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842443,0.0004850661,0.00003505635,0.0007070831,0.000282612,0.009598483,0.00005060793,0.00003580178,0.004560974],"genre_scores_gemma":[0.9792942,0.0002642883,0.00003021863,0.00002477305,0.0005448696,0.0007734884,0.00002488058,0.00005756215,0.01898568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202263,"threshold_uncertainty_score":0.5703541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366963878","doi":"10.7249/cfa2550-1","title":"Clinical Outcome Assessments and Digital Health Technologies Supporting Clinical Trial Endpoints in Early Parkinson's Disease: Roundtable Proceedings and Roadmap for Research","year":2023,"lang":"en","type":"article","venue":"RAND Corporation eBooks","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Parkinson Canada; Parkinson's UK; Michael J. Fox Foundation for Parkinson's Research","keywords":"Clinical trial; Outcome (game theory); Medicine; Digital health; Parkinson's disease; Disease; Physical therapy; Psychology; Medical physics; Political science; Internal medicine; Health care","authors":[{"name":"Claire E O’Hanlon","is_ca":false},{"name":"Carrie M. Farmer","is_ca":false},{"name":"Jamie L. Ryan","is_ca":false},{"name":"Natalie C. Ernecoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3030698811331881,"gpt":0.5150771190240458,"spread":0.2120072378908577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003562641,0.0001868937,0.0005990083,0.0003039649,0.000240079,0.0003418302,0.00007773141,0.0001702398,0.000001289703],"category_scores_gemma":[0.0008393133,0.0001587733,0.0001140815,0.0001934266,0.0001542183,0.0003771613,0.0001173479,0.0003288249,0.000006054864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009800606,"about_ca_system_score_gemma":0.0003832573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001756642,"about_ca_topic_score_gemma":0.00001385806,"domain_scores_codex":[0.9972351,0.00008889327,0.001062755,0.0006777107,0.0004326752,0.000502866],"domain_scores_gemma":[0.9986669,0.0003431033,0.0003485249,0.0001808782,0.0001537096,0.0003069285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01513097,0.0003345695,0.8419493,0.0001686155,0.00006402448,0.00006011178,0.00006316509,7.501561e-8,0.000008159299,0.001368526,0.0002451858,0.1406073],"study_design_scores_gemma":[0.1025163,0.005291675,0.8366331,0.0003019298,0.000115311,0.00001022293,0.0009463551,0.001387122,0.00003230332,0.02317319,0.02926411,0.0003283994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949881,0.0001419659,0.0002558327,0.0009514663,0.0001985985,0.002919282,0.0000648587,0.000205526,0.000274382],"genre_scores_gemma":[0.995593,0.0001264832,0.0004464315,0.00007748674,0.0001072849,0.000479642,0.0001076272,0.00002944125,0.003032587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1402789,"threshold_uncertainty_score":0.6474587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091704325","doi":"10.7249/ct296","title":"The State of the Afghan Insurgency","year":2007,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Insurgency; Afghan; Political science; State (computer science); National security; Government (linguistics); Public administration; International security; Political economy; Law; Sociology; Politics; Computer science","authors":[{"name":"Seth G. Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02591881967198764,"gpt":0.2750277544123718,"spread":0.2491089347403841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216423,0.0001942373,0.0002348676,0.00005289448,0.001168387,0.0001378932,0.0005322642,0.0001907741,0.00003390437],"category_scores_gemma":[0.00005746105,0.0001230417,0.0002140639,0.00006226338,0.001024695,0.00003549772,0.00004926713,0.000273746,0.0000163602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421842,"about_ca_system_score_gemma":0.001981092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003718627,"about_ca_topic_score_gemma":0.009523306,"domain_scores_codex":[0.9980452,0.0001660821,0.0005160477,0.0001997633,0.0007265345,0.0003463731],"domain_scores_gemma":[0.9983019,0.0001648245,0.0006780089,0.0004203404,0.0003237751,0.0001111275],"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":[0.00002950351,0.0000084498,0.00001118414,0.00001550256,0.00003107678,0.000001582823,0.0009210985,7.540988e-7,0.00001328812,0.9810992,0.0004402576,0.01742813],"study_design_scores_gemma":[0.0001531305,0.00001754251,0.00003111246,0.0000553488,0.00002860806,4.593676e-7,0.00008857704,0.000002889332,0.00007864823,0.147192,0.8522173,0.0001343946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005716627,0.0005152544,0.000325541,0.00001753894,0.001636691,0.000512391,0.00008250594,0.00002871555,0.9968242],"genre_scores_gemma":[0.009863619,0.0002041241,0.000007144377,0.0001448426,0.0004481087,0.00001078699,0.00001226125,0.00002271209,0.9892864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.851777,"threshold_uncertainty_score":0.8986403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206714077","doi":"10.7249/rra1274-1","title":"The potential socio-economic impact of telemedicine in Canada","year":2021,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Telemedicine; Health care; Business; Coronavirus disease 2019 (COVID-19); Socioeconomics; Economic growth; Geography; Medicine; Economics; Disease","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01613876018906726,"gpt":0.2869398911099139,"spread":0.2708011309208467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003291331,0.0002359871,0.0006427787,0.0001231606,0.00009258855,0.00001174677,0.00008682904,0.0001273666,0.0003152313],"category_scores_gemma":[0.00002774205,0.0001654454,0.0001510513,0.00003456634,0.00008340472,0.00002671122,0.00002221955,0.000361477,0.000003615417],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003074748,"about_ca_system_score_gemma":0.03441856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4789742,"about_ca_topic_score_gemma":0.8026592,"domain_scores_codex":[0.9980159,0.000062583,0.001007694,0.000242892,0.0004041751,0.0002667816],"domain_scores_gemma":[0.9985316,0.0001327935,0.0007270686,0.0003125762,0.0001611573,0.0001347759],"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":[0.002578888,0.00007022389,0.03421097,0.001089329,0.001293875,0.000770895,0.0008729951,0.0002700053,0.001069287,0.004369787,0.6713794,0.2820243],"study_design_scores_gemma":[0.07632599,0.007807016,0.2916717,0.003409075,0.003095248,0.001140045,0.006665521,0.004511793,0.001493994,0.01901212,0.5823596,0.002507912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5991597,0.003715059,0.0005558219,0.003647196,0.003704767,0.006620496,0.0006042832,0.00007626998,0.3819164],"genre_scores_gemma":[0.8196324,0.0002486047,0.000035891,0.0004015818,0.0009467085,0.00005616446,0.00164837,0.00005032648,0.17698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.323685,"threshold_uncertainty_score":0.9710554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388145367","doi":"10.7249/rra2190-1","title":"Alternatives to profit-maximising commercial models of cannabis supply for non-medical use","year":2023,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Bundesamt für Gesundheit; Aarhus Universitet; Massey University; University of New South Wales; Université de Genève; La Trobe University; University of Waterloo; University of Southern California","keywords":"Cannabis; Profit (economics); Supply side; Medical cannabis; Business; For profit; Economics; Medicine; Microeconomics; Commerce; Finance; Psychiatry","authors":[{"name":"Mafalda Pardal","is_ca":false},{"name":"Beau Kilmer","is_ca":false},{"name":"Silvia Strabel","is_ca":false},{"name":"Stijn Galimberti","is_ca":false},{"name":"Tom Hoorens","is_ca":false},{"name":"Ben Decorte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0689110413622639,"gpt":0.3337617785270182,"spread":0.2648507371647543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006303122,0.0003620783,0.0009125799,0.0005099383,0.0001408422,0.00008045045,0.0002408864,0.0004740164,0.0000724284],"category_scores_gemma":[0.0002630098,0.000326718,0.00034946,0.0001105469,0.0002135299,0.00009730218,0.0001188692,0.000480258,0.00001821752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571314,"about_ca_system_score_gemma":0.003748225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002462754,"about_ca_topic_score_gemma":0.0008022198,"domain_scores_codex":[0.9968456,0.00005136978,0.0007705055,0.0005376654,0.001377529,0.0004173136],"domain_scores_gemma":[0.9976171,0.00006066689,0.0003372554,0.0004532158,0.001029986,0.0005017882],"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":[0.002897017,0.0000769155,0.0001261931,0.001302538,0.0002825326,0.00009714778,0.001526785,0.00008386236,0.0008491945,0.007838083,0.9368084,0.04811135],"study_design_scores_gemma":[0.02348313,0.006031484,0.003330836,0.007731978,0.001080835,0.000128719,0.000411215,0.02549564,0.01028934,0.03600775,0.8836213,0.002387783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1327549,0.0005783946,0.1342687,0.06831166,0.00694693,0.0593169,0.008122369,0.001130066,0.5885701],"genre_scores_gemma":[0.01656251,0.00002363144,0.0002702519,0.000665138,0.0009004762,0.0007093331,0.0008262036,0.0001502541,0.9798922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3913221,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379032568","doi":"10.7249/rra827-15","title":"Working Conditions Related to Positive Teacher Well-Being Vary Across States: Findings from the 2022 Learn Together Survey","year":2023,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Stress and Burnout Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; University of Houston; University of Washington; RAND Corporation; Bill and Melinda Gates Foundation","keywords":"Well-being; Coronavirus disease 2019 (COVID-19); Psychology; Pandemic; Political science; Medical education; Medicine; Psychotherapist","authors":[{"name":"Elizabeth D. Steiner","is_ca":false},{"name":"Ashley Woo","is_ca":false},{"name":"Aarya Suryavanshi","is_ca":false},{"name":"Christopher Redding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05108766734216603,"gpt":0.3503764103611736,"spread":0.2992887430190075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001449736,0.0003935494,0.0004535645,0.000156981,0.0007666577,0.0003340853,0.000459388,0.000597467,0.003562608],"category_scores_gemma":[0.00007719534,0.0003162145,0.0001825925,0.0001999982,0.0002102819,0.00005205594,0.0001801054,0.001398492,0.002639117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002516978,"about_ca_system_score_gemma":0.0002300046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002246918,"about_ca_topic_score_gemma":0.00318724,"domain_scores_codex":[0.9966479,0.000885296,0.0005736457,0.0007587497,0.0005649549,0.0005694879],"domain_scores_gemma":[0.997056,0.001670079,0.0003017609,0.0006136372,0.0002135694,0.0001449367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002358463,0.0001889459,0.05151852,0.00003472733,0.003236591,0.000654813,0.09431119,0.0001443664,0.0003529157,0.0257592,0.7808484,0.04059186],"study_design_scores_gemma":[0.009970464,0.0009799469,0.4762364,0.004217138,0.0006442071,0.00004570583,0.01786713,0.0003420697,0.0002337651,0.1639777,0.3214709,0.004014473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1036064,0.0003259694,0.000347535,0.0005109545,0.002274825,0.001897585,0.001466446,0.0002898667,0.8892805],"genre_scores_gemma":[0.1167265,0.00001994398,0.000005720065,0.0003885994,0.0002977508,0.0002267323,0.005762383,0.0001371039,0.8764353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4593774,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2398099475","doi":"10.7249/rr1584","title":"Bibliometric Analysis of Mental Health Research: 1980--2008","year":2016,"lang":"hu","type":"article","venue":"RAND Corporation eBooks","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":2,"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; Psychology; Psychiatry","authors":[{"name":"Vincent Larivière","is_ca":false},{"name":"Jonathan Grant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2456005552728586,"gpt":0.4326778981485912,"spread":0.1870773428757326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0125105,0.0002896679,0.001438782,0.1246321,0.0005090093,0.00006818919,0.0002253305,0.0003253898,0.0005064972],"category_scores_gemma":[0.0005236475,0.0001985954,0.0003446327,0.1081007,0.0003316414,0.0001751465,0.00006431485,0.0004092773,0.0001417936],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007420166,"about_ca_system_score_gemma":0.007016204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134819,"about_ca_topic_score_gemma":0.002647384,"domain_scores_codex":[0.9915383,0.002397313,0.002117831,0.0006694808,0.00219604,0.001080983],"domain_scores_gemma":[0.994395,0.0007153038,0.001127654,0.0008811742,0.00158223,0.001298688],"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":[0.0008357759,0.0004182033,0.04776411,0.001488115,0.001890411,0.00001944656,0.007058921,0.000001170739,0.001950067,0.0270789,0.03595242,0.8755425],"study_design_scores_gemma":[0.01548707,0.007001327,0.3389579,0.003385483,0.0008272069,0.00004586916,0.003891699,0.001228993,0.001008626,0.0009775046,0.6263477,0.0008406624],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8176058,0.01562053,0.01041058,0.06731829,0.003701273,0.007978762,0.00274729,0.0002203609,0.07439712],"genre_scores_gemma":[0.9799328,0.001659193,0.00009337558,0.000680754,0.0005487482,0.0000313472,0.0001781864,0.0000398355,0.0168358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8747018,"threshold_uncertainty_score":0.9986131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388846231","doi":"10.7249/rra2790-1","title":"International approaches to police performance measurement","year":2023,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universiteit van Tilburg; Wetenschappelijk Onderzoek- en Documentatiecentrum; Erasmus Universiteit Rotterdam","keywords":"Performance measurement; Geography; Political science; Regional science; Public administration; Management; Economics","authors":[{"name":"Emma Zürcher","is_ca":false},{"name":"Lana Eekelschot","is_ca":false},{"name":"Annalena Wolcke","is_ca":false},{"name":"Lucy Strang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3462539023583566,"gpt":0.2878701072114314,"spread":0.05838379514692527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005882161,0.0001752592,0.0002143558,0.00007178602,0.0007374955,0.0001511744,0.0002756492,0.0001641172,0.00007199844],"category_scores_gemma":[0.00003516648,0.0001563318,0.000099846,0.00006104689,0.0001287815,0.00008697184,0.00006710525,0.0001395259,0.0004815538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005142774,"about_ca_system_score_gemma":0.0003989308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005674572,"about_ca_topic_score_gemma":0.008899265,"domain_scores_codex":[0.998157,0.00005201418,0.0002346276,0.0002545888,0.001088399,0.0002133638],"domain_scores_gemma":[0.9993336,0.00002108898,0.000175883,0.00009172855,0.0002723384,0.0001054197],"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":[0.0001317771,0.00003916146,0.0001089985,0.00008932961,0.0004339738,0.000003111208,0.09820237,0.00003101163,0.00004182914,0.3244761,0.3608516,0.2155907],"study_design_scores_gemma":[0.0001640306,0.00002478576,0.0001309903,0.00007279775,0.00002841992,1.289516e-7,0.001429346,0.000004935553,0.00001215867,0.004570731,0.9933379,0.0002238242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002078288,0.00002737345,0.00005268346,0.001372654,0.00124988,0.000526715,0.00002087922,0.0001629807,0.996379],"genre_scores_gemma":[0.02685368,0.00007801775,0.00003288456,0.0002124754,0.002071087,0.0001367672,0.00005527536,0.00002026087,0.9705396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6324862,"threshold_uncertainty_score":0.6375026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2502291976","doi":"10.7249/rr999","title":"A Review of Selected International Aircraft Spares Pooling Programs: Lessons Learned for F-35 Spares Pooling","year":2016,"lang":"en","type":"review","venue":"RAND Corporation eBooks","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"U.S. Air Force; RAND Corporation; United States Marine Corps; U.S. Department of Defense","keywords":"Pooling; Navy; Aeronautics; Joint (building); Operations research; Engineering; Political science; Business; Computer science; Civil engineering; Law","authors":[{"name":"Mark A. Lorell","is_ca":false},{"name":"James Pita","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.234078099089593,"gpt":0.3664795480487931,"spread":0.1324014489592001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007670727,0.0004274908,0.00207164,0.0003721791,0.0001607648,0.000061937,0.000361544,0.0002229436,0.00005323918],"category_scores_gemma":[0.0005252943,0.0003775618,0.0006446702,0.0001790767,0.0001077015,0.0001079824,0.00006835883,0.0001792113,0.00007717882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221915,"about_ca_system_score_gemma":0.000197973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009377202,"about_ca_topic_score_gemma":0.00008891396,"domain_scores_codex":[0.99716,0.00006714376,0.001742262,0.0006015223,0.00008852086,0.0003405073],"domain_scores_gemma":[0.997174,0.0002346792,0.00184296,0.0003753557,0.0002969287,0.00007605298],"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":[0.00005162656,0.00006507462,0.00007801883,0.04619246,0.0008388067,0.000001713551,0.0002303276,0.000001334123,5.604168e-7,0.04670551,0.004892062,0.9009425],"study_design_scores_gemma":[0.0005306695,0.0000782662,0.000006182984,0.03569217,0.0001902042,0.000006593879,0.00001370796,0.00002400139,0.000001917678,0.008098249,0.9549589,0.0003991633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006153374,0.9850818,0.002324441,0.0003631655,0.0006247357,0.00167412,0.001065602,0.0000645007,0.008795477],"genre_scores_gemma":[0.0004103298,0.9938377,0.0004814272,0.0001847879,0.0005539674,0.0006514558,0.0005747841,0.00006897127,0.003236562],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9500668,"threshold_uncertainty_score":0.9998676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W346221694","doi":"10.7249/tr592","title":"Reducing alcohol harm: International benchmark","year":2008,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Harm; Psychological intervention; Audit; Health care; Benchmark (surveying); Environmental health; Medicine; Political science; Business; Geography; Nursing; Accounting; Law","authors":[{"name":"Lila Rabinovich","is_ca":false},{"name":"Jan Tiessen","is_ca":false},{"name":"Barbara Janta","is_ca":false},{"name":"Annalijn Conklin","is_ca":false},{"name":"Joachim Krapels","is_ca":false},{"name":"Christian Van Stolk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2814225500654229,"gpt":0.4114485386726068,"spread":0.130025988607184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005119201,0.0003497491,0.0004343327,0.0002356488,0.001069266,0.00001638791,0.0002676261,0.0005439114,0.001428377],"category_scores_gemma":[0.00001617246,0.0003358114,0.0001390525,0.00002932143,0.00007456441,0.00009413352,0.0001023853,0.0009950692,0.001153959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008515059,"about_ca_system_score_gemma":0.002069409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00011008,"about_ca_topic_score_gemma":0.00007825439,"domain_scores_codex":[0.9968796,0.000251152,0.00122084,0.000487502,0.0007094701,0.0004514848],"domain_scores_gemma":[0.9976503,0.0001835369,0.00119192,0.0003922191,0.0003103437,0.0002716821],"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":[0.0006943631,0.00009504717,0.001462944,0.001690795,0.000168673,0.00005362655,0.007360131,0.00001127556,0.00008573088,0.03165262,0.9333386,0.02338621],"study_design_scores_gemma":[0.002120204,0.0001278188,0.0000807237,0.001717833,0.0000384031,0.000004545404,0.0001494289,0.0001241127,0.00003880076,0.004673013,0.9905785,0.0003465716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001306247,0.0001616634,0.0002307616,0.000128964,0.007003322,0.002245546,0.0002304442,0.0001189074,0.9885741],"genre_scores_gemma":[0.006701616,0.0001863779,0.0002719364,0.00301096,0.002295506,0.0004274054,0.008000812,0.00006284846,0.9790425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05723996,"threshold_uncertainty_score":0.9999094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902050517","doi":"10.7249/mg442","title":"Implementing and Evaluating an Innovative Approach to Simulation Training Acquisitions","year":2006,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"United States Special Operations Command; U.S. Navy; Advanced Research Projects Agency; Office of the Under Secretary of Defense; Smithsonian Tropical Research Institute; Office of the Secretary of Defense; Defense Advanced Research Projects Agency; Canadian Pulmonary Fibrosis Foundation; Small Business Innovation Research; U.S. Department of Defense","keywords":"Vendor; Training (meteorology); Incentive; Service (business); Business model; Marketing; Engineering management; Simulation training; Business; Computer science; Knowledge management; Operations management; Process management; Engineering; Simulation; Economics; Microeconomics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1711469387092349,"gpt":0.3972692556684927,"spread":0.2261223169592579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001763293,0.0003386777,0.0003521453,0.0004956915,0.000624674,0.0002233545,0.0001155437,0.0002803286,0.0003084017],"category_scores_gemma":[0.00002197758,0.0003668675,0.00004330359,0.0001330896,0.0000534265,0.000169511,0.00004900745,0.0002839323,0.00005772309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318805,"about_ca_system_score_gemma":0.0002875563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001099368,"about_ca_topic_score_gemma":0.00002906093,"domain_scores_codex":[0.9976067,0.0002001119,0.0007403477,0.0005892937,0.0004784408,0.0003850876],"domain_scores_gemma":[0.9985055,0.0001054983,0.0006049809,0.0002625764,0.0004321518,0.00008929589],"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":[0.0005416233,0.0001381641,0.0005832165,0.0001673529,0.0003507659,0.000005299173,0.1776539,0.01435328,0.0005318667,0.1043227,0.01163392,0.689718],"study_design_scores_gemma":[0.01334023,0.002255376,0.03221414,0.0007423381,0.0008217645,0.0000472021,0.009721235,0.213739,0.00006103527,0.03922949,0.682888,0.004940192],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0778979,0.000022111,0.02439606,0.00001146649,0.0001922845,0.001460097,0.00004151769,0.0001227331,0.8958558],"genre_scores_gemma":[0.4165964,1.680312e-7,0.00358075,0.0002914777,0.0009137189,0.0003505177,0.005081567,0.00007971258,0.5731058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6847778,"threshold_uncertainty_score":0.9998783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997620860","doi":"10.7249/rr452","title":"Mental Health Retrosight: Case studies","year":2013,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Mental Health; Alberta Innovates; Canadian Institutes of Health Research; National Institute for Health and Care Research; University of Lethbridge; University of Texas at El Paso; Arizona State University","keywords":"Mental health; Schizophrenia (object-oriented programming); Psychology; Schizophrenia research; Translational research; Psychiatry; Neuroscience; Medicine; Pathology","authors":[{"name":"Alexandra Pollitt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.090448296965702,"gpt":0.2984781729390236,"spread":0.2080298759733216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002146572,0.0003323804,0.0005079478,0.0001229087,0.001240609,0.0001633137,0.00008720329,0.0001184345,0.001477889],"category_scores_gemma":[0.000002021156,0.0002741697,0.0001238775,0.00000583911,0.0002361461,0.0001021088,0.00002884818,0.0002939335,0.0005135685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586796,"about_ca_system_score_gemma":0.0005167928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001421494,"about_ca_topic_score_gemma":0.004061847,"domain_scores_codex":[0.9984043,0.00008123214,0.0006309674,0.0003241953,0.000273649,0.000285667],"domain_scores_gemma":[0.998764,0.00003124411,0.0006294053,0.0002520162,0.000128128,0.0001952467],"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":[0.00004378962,0.00001721871,0.000001333263,0.0004763691,0.00006740105,0.00003905845,0.01949786,3.932449e-8,2.893761e-7,0.297371,0.6738077,0.008677975],"study_design_scores_gemma":[0.0007107476,0.0003345038,2.310443e-7,0.0002443338,0.00002665962,0.0001686942,0.002362571,0.000006391349,0.000001911021,0.02355797,0.9723057,0.0002803166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004228439,0.004577209,0.0000052568,0.0006796272,0.00539639,0.001350922,0.0003856352,0.000112394,0.9870697],"genre_scores_gemma":[0.005604904,0.0001665005,0.00004079724,0.002925783,0.002395548,0.00009968451,0.0006521023,0.00004773965,0.9880669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.298498,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124239262","doi":"10.7249/wr727","title":"Indian Entrepreneurial Success in the United States, Canada and the United Kingdom","year":2010,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute on Aging; Ewing Marion Kauffman Foundation","keywords":"Immigration; Kingdom; Census; Earnings; Entrepreneurship; Economic growth; Political science; Demographic economics; Business; Economics; Demography; Sociology; Population; Accounting","authors":[{"name":"Robert W. Fairlie","is_ca":false},{"name":"Harry Krashinsky","is_ca":false},{"name":"Julie Zissimopoulos","is_ca":false},{"name":"Krishna B. Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02401013256429953,"gpt":0.2461794200994015,"spread":0.222169287535102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445426,0.0001916709,0.00024771,0.000190868,0.0007665295,0.0003269986,0.0003953032,0.0002739594,0.00009533919],"category_scores_gemma":[0.0001020773,0.0001270543,0.00004489608,0.0001456956,0.0005313288,0.00008075598,0.00002686594,0.0005520709,0.00000278198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318301,"about_ca_system_score_gemma":0.002273326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9375247,"about_ca_topic_score_gemma":0.9983542,"domain_scores_codex":[0.998076,0.0006750387,0.0003830876,0.0002471654,0.0003934507,0.000225309],"domain_scores_gemma":[0.9984794,0.0006059036,0.0004221173,0.0002670541,0.0001447463,0.00008076872],"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":[0.0007220806,0.00004737626,0.00640037,0.00009475585,0.0001450444,0.00006393934,0.3449181,0.0003904011,0.00000321451,0.5463916,0.09758511,0.003237944],"study_design_scores_gemma":[0.001892607,0.00001364878,0.0004548822,0.00003040192,0.00004884691,0.000002150824,0.002438949,0.0001752808,0.000004746,0.0332543,0.9614355,0.0002487169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7251131,0.00006943915,0.00006110367,0.002721054,0.001432312,0.002621904,0.0001111012,0.00005974231,0.2678103],"genre_scores_gemma":[0.8093628,0.0001385763,0.000004774762,0.002533991,0.001209587,0.0001023611,0.001646992,0.00002582958,0.1849751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8638504,"threshold_uncertainty_score":0.5895603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391364632","doi":"10.7249/rra1739-1","title":"Allied by Design: Defining a Path to Thoughtful Allied Space Power","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Government of Canada","funders":"U.S. Department of Defense","keywords":"Path (computing); Space (punctuation); Power (physics); Computer science; Programming language; Physics; Operating system","authors":[{"name":"Bruce McClintock","is_ca":true},{"name":"Andrew Radin","is_ca":true},{"name":"Cortney Weinbaum","is_ca":true},{"name":"Stephanie Anne Pillion","is_ca":true},{"name":"Bonnie L. Triezenberg","is_ca":true},{"name":"Jonathan Cham","is_ca":true},{"name":"Daniel Elinoff","is_ca":true},{"name":"Maggie Habib","is_ca":true},{"name":"Mark Hvizda","is_ca":true},{"name":"Kotryna Jukneviciute","is_ca":true},{"name":"Adi Rao","is_ca":true},{"name":"Bryan Rooney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01549199802355647,"gpt":0.2295658723124903,"spread":0.2140738742889338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002650363,0.0004866853,0.0004489965,0.0001814979,0.0001858189,0.0003535736,0.0001663103,0.0002484797,0.0004493563],"category_scores_gemma":[0.000004372744,0.0004514078,0.0001980288,0.00008610606,0.00004595006,0.0001177393,0.00005456277,0.0003462862,0.0013341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099216,"about_ca_system_score_gemma":0.0005177212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009134207,"about_ca_topic_score_gemma":0.000006808789,"domain_scores_codex":[0.9981096,0.00008800944,0.0004681106,0.0006144806,0.0004383164,0.0002814885],"domain_scores_gemma":[0.9988573,0.00007480617,0.0003580854,0.0003723148,0.0001484687,0.0001890229],"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":[0.0001182042,0.00003151388,0.000009246952,0.00003171321,0.0001909794,0.000004769528,0.001494607,0.0003555492,0.001601266,0.3013208,0.6887484,0.00609296],"study_design_scores_gemma":[0.001115119,0.0001706303,0.000004865286,0.0003156843,0.0001805682,0.000001367153,0.0002296566,0.0009247291,0.002648049,0.07166857,0.9219046,0.0008362175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001017479,0.0002420204,0.3322984,0.0006165804,0.0009139184,0.001349407,0.0001612892,0.0002329281,0.6640837],"genre_scores_gemma":[0.0375402,0.00000302912,0.002967695,0.0002661084,0.0005908109,0.0002195957,0.001682903,0.0001418914,0.9565878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3293307,"threshold_uncertainty_score":0.9997938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293209673","doi":"10.7249/rra1710-1","title":"Establishing a Sovereign Guided Weapons Enterprise for Australia: International and Domestic Lessons Learned","year":2022,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sovereignty; Relevance (law); Government (linguistics); Political science; International relations; Relation (database); International trade; Business; Public administration; Law; Computer science; Politics","authors":[{"name":"Christopher Mouton","is_ca":false},{"name":"Carl Rhodes","is_ca":false},{"name":"Mark V. Arena","is_ca":false},{"name":"P.M. DeLuca","is_ca":false},{"name":"Andrew Dowse","is_ca":false},{"name":"John Godges","is_ca":false},{"name":"Adam Grissom","is_ca":false},{"name":"Caleb Lucas","is_ca":false},{"name":"Erik Silfversten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1639036543243027,"gpt":0.3219969219725471,"spread":0.1580932676482445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005307863,0.0003110116,0.0006061958,0.0003757146,0.0003534246,0.0002142369,0.0002504323,0.0001921111,0.0004278657],"category_scores_gemma":[0.0002277515,0.0003820803,0.0002128643,0.00003503871,0.0001143385,0.0001652268,0.000132962,0.0002960972,0.00004751681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438621,"about_ca_system_score_gemma":0.0001230877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000186568,"about_ca_topic_score_gemma":0.0001241039,"domain_scores_codex":[0.9982773,0.00002460739,0.000752821,0.0005959099,0.00008789133,0.0002614398],"domain_scores_gemma":[0.9986059,0.0002665364,0.000685696,0.0002859151,0.00006913334,0.0000867861],"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":[0.0001603211,0.00002939052,0.0003167854,0.0001144633,0.0003183848,0.00001031924,0.001489956,0.00005233284,0.000003782181,0.868235,0.1276613,0.001608037],"study_design_scores_gemma":[0.001235065,0.0000746854,0.0001232402,0.0000304933,0.00004302809,0.000009169374,0.0000815246,0.0002292563,0.000001247033,0.4169291,0.5809323,0.0003108865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001223395,0.001364328,0.002700669,0.001417474,0.002276064,0.001089899,0.004813191,0.000083885,0.9850311],"genre_scores_gemma":[0.0689016,0.0003499411,0.0004021125,0.0003938855,0.0005956038,0.0003134535,0.0008866237,0.00006424548,0.9280925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.453271,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392779968","doi":"10.7249/rra108-21","title":"Countering the Emerging Drone Threat to Correctional Security","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Maritime Security and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Community Safety and Correctional Services","funders":"Office of Justice Programs; U.S. Department of Justice","keywords":"Drone; Computer security; Criminology; Internet privacy; Political science; Computer science; Aeronautics; Psychology; Engineering; Biology","authors":[{"name":"Joe Russo","is_ca":true},{"name":"Dulani Woods","is_ca":true},{"name":"Samuel Peterson","is_ca":true},{"name":"Michael Vermeer","is_ca":true},{"name":"Brian A. Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01867343725845649,"gpt":0.2714395599057608,"spread":0.2527661226473043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007789402,0.0001932346,0.0002220012,0.0001315823,0.001171159,0.0002685318,0.0002434163,0.0002491017,0.00077921],"category_scores_gemma":[0.00002940876,0.0001758034,0.0001384306,0.00005874576,0.0002806577,0.00008419418,0.00006358015,0.0004817704,0.0004037744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148827,"about_ca_system_score_gemma":0.001065017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008815944,"about_ca_topic_score_gemma":0.02098564,"domain_scores_codex":[0.9984564,0.0001141658,0.0002662264,0.0003278656,0.0006186111,0.0002167409],"domain_scores_gemma":[0.9993118,0.00009868794,0.0001363485,0.000195052,0.0001456938,0.0001124178],"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":[0.00004965177,0.00001009416,0.000002179162,0.00007159321,0.00005198601,0.000010874,0.05921082,0.000009427572,0.000007287867,0.510007,0.4230849,0.007484181],"study_design_scores_gemma":[0.00009592772,0.00002168184,0.00000144442,0.0001324848,0.00005536982,0.000002911491,0.0008818658,0.00006106987,0.000002908205,0.06965172,0.9288927,0.000199935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008603679,0.0005820527,0.0003861129,0.0006990964,0.005283709,0.000568507,0.00004591132,0.0001708747,0.9921777],"genre_scores_gemma":[0.02323522,0.00004536175,0.00001264514,0.00053869,0.002808332,0.00007168284,0.0000633419,0.00003043051,0.9731943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5058078,"threshold_uncertainty_score":0.9968788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2479417338","doi":"10.7249/rb9913","title":"A global map of mental health research funding","year":2016,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","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":"Fondo de Fomento al Desarrollo Científico y Tecnológico; Core Research for Evolutional Science and Technology; Defense and Veterans Brain Injury Center; National Center for Advancing Translational Sciences; National Center for Chronic Disease Prevention and Health Promotion; National Center for Research Resources; National Institute of Neurological Disorders and Stroke; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Nursing Research; National Cancer Institute; National Institute on Drug Abuse; National Institute on Aging; National Institute on Alcohol Abuse and Alcoholism; Office of Defense Programs; Biomedical Research Council; National Key Research and Development Program of China; Japan Society for the Promotion of Science; Cancer Council NSW; Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Qatar National Research Fund; State Key Laboratory of Infectious Disease Prevention and Control; National Highway Traffic Safety Administration; Uniformed Services University of the Health Sciences; St. Jude Medical; National Institutes of Health; Fondation Médicale Reine Elisabeth; Ministerie van Defensie; Epilepsy Society; Michigan Institute for Clinical and Health Research; Ministry of Education, India; Fondazione Roma; Freistaat Sachsen; Down Syndrome Research and Treatment Foundation; Regione Piemonte; Biogen; Regione Lombardia; Associação Fundo de Incentivo à Pesquisa; CurePSP; Science Foundation Ireland; Istituto Italiano di Tecnologia; National Center of Neurology and Psychiatry; National Health Research Institutes; Innovatiefonds Zorgverzekeraars; Imperial College London; Fondation Pierre Deniker pour la Recherche et la Prévention en Santé Mentale; Servier; Fondation Fyssen; Association France Parkinson; Mutuelle Générale de l'Education Nationale; European College of Neuropsychopharmacology; Centre d'Imagerie BioMédicale; ERAB: The European Foundation for Alcohol Research; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Deutsche Krebshilfe; National Institute of Biomedical Imaging and Bioengineering; Far Eastern Memorial Hospital; Helsefonden; Associazione Italiana per la Ricerca sul Cancro; Ministerio de Ciencia e Innovación; National Institute of Mental Health; Commonwealth Scientific and Industrial Research Organisation; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Novo Nordisk; Oesterreichische Nationalbank; Institució Catalana de Recerca i Estudis Avançats; Dagmar Marshalls Fond; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Hjartavernd; Muscular Dystrophy UK; Stichting tot Steun Vereniging tot Christelijke Verzorging van Geestes- en Zenuwzieken; Tekes; Hospital de Clínicas de Porto Alegre; National Defense Science and Engineering Graduate; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Fonds NutsOhra; Bundesministerium für Gesundheit; Dalhousie University; Yonsei University; AXA Research Fund; Fonds National de la Recherche Luxembourg; Comisión Nacional de Investigación Científica y Tecnológica; Centre Hospitalier Régional Universitaire de Montpellier; Flight Attendant Medical Research Institute; Augustinus Fonden; Ministry of Knowledge Economy; Nellie Ball Trust; VINNOVA; Astellas Pharma; Fundação de Amparo à Pesquisa do Estado de São Paulo; Economic and Social Research Council; National Natural Science Foundation of China; Koninklijke Nederlandse Akademie van Wetenschappen; Fonds Psychische Gezondheid; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Deutscher Akademischer Austauschdienst; Cambridge Overseas Trust; Deakin University; Grantová Agentura České Republiky; Mental Health Commission; U.S. Department of Energy; Forskningsrådet i Sydöstra Sverige; Gedeon Richter; Enterprise Ireland; Royal Society Te Apārangi; U.S. Public Health Service; La Trobe University; Alberta Innovates - Health Solutions; Priority Academic Program Development of Jiangsu Higher Education Institutions; National Institute for Psychobiology in Israel, Hebrew University of Jerusalem; Pirkanmaan Sairaanhoitopiiri; Fondation Leducq; Agency for Toxic Substances and Disease Registry; National Institute of Dental and Craniofacial Research; California Department of Public Health; U.S. Department of Defense; British Geriatrics Society; Genome Canada; Ministry of Health, Labour and Welfare; Georgia Clinical and Translational Science Alliance; Multiple Sclerosis Society; Research Councils UK; British Medical Association; Office of National Drug Control Policy; Brain Research Trust; Scottish Funding Council; Research to Prevent Blindness; National Institute for Health and Care Research; Healthway; Michael Smith Health Research BC; ResMed; National Health and Medical Research Council; Canadian Institutes of Health Research; Intel Corporation; U.S. Department of Agriculture; Canadian Network for Mood and Anxiety Treatments; Intellectual and Developmental Disabilities Research Center; Ministeriet Sundhed Forebyggelse; Comunidad de Madrid; Leids Universitair Medisch Centrum; Sanofi; New South Wales Institute of Psychiatry; Neuroscience Research Australia; Diabetes UK; European Foundation for the Study of Diabetes; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Physicians' Services Incorporated Foundation; Irish Research Council for Science, Engineering and Technology; Purdue University; Pfizer; Open Society Institute; Axel Linders Stiftelse; Tourettes Action; Office of Behavioral and Social Sciences Research; Mind and Life Institute; Xunta de Galicia; Compagnia di San Paolo; Comic Relief; Higher Education Discipline Innovation Project; Fondation pour l'Aide à la Recherche sur la Sclérose en Plaques; Queensland Health; Ministerio de Economía y Competitividad; Finska Läkaresällskapet; McMaster University; Ministry of Education, Culture, Sports, Science and Technology; Stanley Medical Research Institute; National Institute for Social Care and Health Research; Teva Pharmaceutical Industries; Manitoba Health Research Council; Lægeforeningen; Northwestern University; Judith Jane Mason and Harold Stannett Williams Memorial Foundation; Age UK; Science and Industry Endowment Fund; Canadian Stroke Network; BrightFocus Foundation; RTI International; Deutsches Krebsforschungszentrum; Danone; Australian Primary Health Care Research Institute, Australian National University; Alberta Health Services; Ministero dell’Istruzione, dell’Università e della Ricerca; Harvard Catalyst; British Heart Foundation; Ramsay Health Care; Crohn's and Colitis Foundation of America; Bundesministerium für Bildung und Forschung; American Foundation for Suicide Prevention; Autism Research Institute; Curtin University of Technology; Maryland Stem Cell Research Fund; Rijksinstituut voor Volksgezondheid en Milieu; American Health Assistance Foundation; International Mental Health Research Organization; Genentech; Fondo Nacional de Ciencia Tecnología e Innovación; Biotechnology and Biological Sciences Research Council; UNICEF; Eli Lilly and Company; American Australian Association; Australian Agency for International Development; BrainsWay; Hope for Depression Research Foundation; FRAXA Research Foundation; Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; AFA Försäkring; College of Engineering, Michigan State University; Organization for Autism Research; Procter and Gamble; Ohio State University; Amgen; Shanghai Rising-Star Program; Biocenter Finland; Brenen Hornstein Autism Research & Education Foundation; National Institute for Occupational Safety and Health; Fondazione Cassa di Risparmio di Padova e Rovigo; Helse Vest; Washington State University; Svenska Läkaresällskapet; American Psychiatric Publishing; National Science Council; Robert Packard Center for ALS Research, Johns Hopkins University; Arkansas Biosciences Institute; John D. and Catherine T. MacArthur Foundation; Psyadon Pharmaceuticals; Singapore General Hospital; Hope Center for Neurological Disorders; American Heart Association; Deutsches Zentrum für Neurodegenerative Erkrankungen; Brain and Behavior Research Foundation; National Science Foundation; Fondazione Pierfranco e Luisa Mariani; National Aeronautics and Space Administration; Action Medical Research; Fonds Québécois de la Recherche sur la Nature et les Technologies; Simons Foundation Autism Research Initiative; U.S. Department of Health and Human Services; National Heart, Lung, and Blood Institute; Tri-Service General Hospital; United States Agency for International Development; European Huntington's Disease Network; Air Force Office of Scientific Research; Mount Zion Health Fund; Macquarie University; Arizona State University","keywords":"Mental health; Psychology; Political science; Psychiatry","authors":[{"name":"Alexandra Pollitt","is_ca":false},{"name":"Gavin Cochrane","is_ca":false},{"name":"Anne Kirtley","is_ca":false},{"name":"Joachim Krapels","is_ca":false},{"name":"Vincent Larivière","is_ca":false},{"name":"Catherine A. Lichten","is_ca":false},{"name":"Sarah Parks","is_ca":false},{"name":"Steven Wooding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6215965814579782,"gpt":0.4912485394860797,"spread":0.1303480419718985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02485464,0.000285214,0.001503003,0.0005471699,0.0003806457,0.00008985717,0.0003656616,0.0003767994,0.0005308217],"category_scores_gemma":[0.0003945045,0.0003307386,0.0002114591,0.00006587303,0.0002377416,0.0002061428,0.00009415985,0.0002706769,0.002366362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003475061,"about_ca_system_score_gemma":0.002291005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002906254,"about_ca_topic_score_gemma":0.0003964513,"domain_scores_codex":[0.992834,0.0006029199,0.004925314,0.0007224281,0.0003306766,0.000584712],"domain_scores_gemma":[0.9930541,0.0005106108,0.005284756,0.0006494703,0.0002103992,0.000290669],"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":[0.00004272417,0.00001991318,0.0004397118,0.0005489412,0.00006525259,5.906505e-7,0.0006389138,0.000001398305,7.339817e-7,0.5661588,0.431151,0.0009320447],"study_design_scores_gemma":[0.001224124,0.0001721926,0.0001487882,0.0006280825,0.000003619948,0.000004594412,0.0001674815,0.00008033175,0.000001794196,0.2745813,0.7226998,0.0002879082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005068275,0.005004462,0.006085469,0.02656758,0.002354093,0.003154073,0.0053131,0.00009114991,0.9509233],"genre_scores_gemma":[0.01754326,0.0001333871,0.0007740025,0.002751651,0.001284573,0.000156181,0.0005536937,0.00008281566,0.9767205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2915775,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285723483","doi":"10.7249/rra647-1","title":"Assessing Health and Human Services Needs to Support an Integrated &lt;em&gt;Health in All Policies&lt;/em&gt; Plan for Prince George's County, Maryland","year":2020,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Public Health Policies and Education","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":"George (robot); Plan (archaeology); Health plan; Human services; Political science; Library science; Business; Geography; Computer science; Health care; Archaeology; Law; Artificial intelligence","authors":[{"name":"Ashley M. Kranz","is_ca":false},{"name":"Anita Chandra","is_ca":false},{"name":"Jaime Madrigano","is_ca":false},{"name":"Teague Ruder","is_ca":false},{"name":"Grace Gahlon","is_ca":false},{"name":"Janice Blanchard","is_ca":false},{"name":"Christopher King","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1051934178817465,"gpt":0.4214059235903164,"spread":0.3162125057085699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003328869,0.0007295358,0.001513793,0.0009800139,0.001788503,0.0003736001,0.0004671743,0.0008252659,0.000070641],"category_scores_gemma":[0.00007364283,0.000713977,0.00009502388,0.0002989242,0.00007941486,0.0005392949,0.0001696037,0.001221793,0.00003282364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920942,"about_ca_system_score_gemma":0.01733589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006224349,"about_ca_topic_score_gemma":0.0632413,"domain_scores_codex":[0.9935753,0.00092717,0.002462569,0.0008953035,0.0005998465,0.001539799],"domain_scores_gemma":[0.9943924,0.0003428997,0.002285485,0.0006359238,0.0005427824,0.001800529],"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":[0.0008995291,0.0002937918,0.002814717,0.01508015,0.0001414523,0.000007331887,0.1976741,0.00002586251,0.0002005615,0.06901567,0.6708065,0.04304041],"study_design_scores_gemma":[0.002324712,0.001237932,0.002629229,0.001431827,0.00002996364,0.00000696753,0.01070767,0.0002712246,0.000001333858,0.002401396,0.9783501,0.0006076266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3838673,0.001906036,0.008184511,0.1814233,0.01328941,0.06683899,0.01117692,0.002663644,0.3306499],"genre_scores_gemma":[0.06557439,0.0006230817,0.002888011,0.3372818,0.008638917,0.003771947,0.06717201,0.0008055754,0.5132443],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3182929,"threshold_uncertainty_score":0.9995311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399857648","doi":"10.7249/rra3108-1","title":"Middle-Power Equities in a Cross-Strait Conflict","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","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":"Power (physics); Oceanography; Geography; Geology; Physics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06374859430155769,"gpt":0.3094997132963064,"spread":0.2457511189947487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006511384,0.0002503163,0.0003920361,0.0001477137,0.0004102366,0.0003782425,0.0001799836,0.0004295906,0.0004064496],"category_scores_gemma":[0.00002526391,0.0002295867,0.0001700673,0.00005162236,0.0005452634,0.00007595211,0.00004375156,0.0003736966,0.0002328471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068853,"about_ca_system_score_gemma":0.0009732287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760369,"about_ca_topic_score_gemma":0.005562767,"domain_scores_codex":[0.9983266,0.00008228939,0.0004258445,0.0003545255,0.0004746381,0.0003361318],"domain_scores_gemma":[0.999356,0.0001039625,0.0001850673,0.0001625172,0.0001198067,0.00007268463],"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":[0.0001027484,0.00001444619,0.0000842665,0.0001570447,0.00009305165,0.0001098947,0.0953988,0.000004751764,0.000002459067,0.8189169,0.07931427,0.005801335],"study_design_scores_gemma":[0.0003824116,0.00004469779,0.0000196849,0.0002111283,0.00002593522,0.00000111998,0.004873027,0.000005933297,0.000001462802,0.04591915,0.9482358,0.0002796432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002476289,0.001034205,0.00002844099,0.0001202993,0.001465225,0.0005001817,0.0001183229,0.0001069483,0.9963787],"genre_scores_gemma":[0.0910512,0.0001118891,0.000009778067,0.00007887242,0.0005737968,0.00005288854,0.00006604391,0.0000280038,0.9080275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8689215,"threshold_uncertainty_score":0.9362273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402965569","doi":"10.7249/iga3265-6","title":"Faecal microbiota transplantation (FMT): Challenges and opportunities for the treatment and prevention of recurrent &lt;em&gt;C. difficile&lt;/em&gt; infection (rCDI) in Canada","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","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":"Fecal bacteriotherapy; C difficile; Transplantation; Medicine; Clostridium difficile; Microbiology; Immunology; Internal medicine; Biology; Antibiotics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06967911825692197,"gpt":0.27686156317166,"spread":0.207182444914738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003101255,0.0003801812,0.0006005495,0.0002873143,0.0001117501,0.00005423214,0.00005515523,0.0002535919,0.00001611638],"category_scores_gemma":[0.00001522689,0.0002893798,0.0001443502,0.00004081272,0.0001054007,0.00004447915,0.00002052597,0.0002651267,0.000001039842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007510005,"about_ca_system_score_gemma":0.002308087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005411943,"about_ca_topic_score_gemma":0.5372897,"domain_scores_codex":[0.9981949,0.00008985095,0.000632812,0.0004628657,0.0003733019,0.0002462819],"domain_scores_gemma":[0.9989357,0.0002576256,0.0002623018,0.000235454,0.0001933867,0.0001155179],"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":[0.003586098,0.000278461,0.00002111535,0.005989114,0.0007742232,0.0001060506,0.004099347,0.00001903633,0.01184053,0.004629523,0.003571835,0.9650847],"study_design_scores_gemma":[0.05264584,0.02319303,0.009837202,0.01899019,0.01507833,0.001212702,0.007121275,0.008704365,0.07902515,0.008015453,0.7720239,0.004152562],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160735,0.05528428,0.00021188,0.001130483,0.0009316792,0.006845816,0.001106646,0.00006904557,0.0183467],"genre_scores_gemma":[0.7600018,0.1185535,0.00002560451,0.0000392875,0.0004781287,0.0006163787,0.001852707,0.0000990316,0.1183335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9609321,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404591537","doi":"10.7249/rra1944-1","title":"Applying Women, Peace, and Security Considerations to Cross-Border Disaster Response: British Columbia Earthquake Case Study","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Disaster response; Political science; Emergency response; Seismology; Geography; Computer security; Emergency management; Geology; Computer science; Law; Medical emergency; Medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01892484628294907,"gpt":0.3372623895347996,"spread":0.3183375432518505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001405487,0.0002251906,0.0003655147,0.0001332434,0.001673985,0.006392029,0.0001174258,0.0002027348,0.0008686949],"category_scores_gemma":[0.0001144051,0.0003197598,0.00006782438,0.0001110608,0.0004822234,0.0002536771,0.0001699755,0.0002993274,0.00007596974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636619,"about_ca_system_score_gemma":0.0006472597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004087355,"about_ca_topic_score_gemma":0.4231856,"domain_scores_codex":[0.9974508,0.000390215,0.000474802,0.0007060678,0.0006050851,0.0003730389],"domain_scores_gemma":[0.998832,0.0002258808,0.0001758256,0.0002892954,0.0002075505,0.0002693826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005182155,0.0004006354,0.003465704,0.0005003616,0.0005027673,0.01565975,0.5741124,0.00003143587,0.00001309753,0.00891521,0.3027616,0.09311889],"study_design_scores_gemma":[0.001074822,0.0002783396,0.0008418314,0.000188756,0.0001306294,0.0002113412,0.05345064,0.0000173,2.098534e-7,0.01531183,0.9278182,0.0006761504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6518314,0.0001308159,0.00003760824,0.00007931759,0.0005657679,0.003803902,0.00009744542,0.0001530526,0.3433006],"genre_scores_gemma":[0.4577637,0.000005038364,0.00001290188,0.000185416,0.0001652219,0.0005373505,0.000007142549,0.00002301078,0.5413002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6250566,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376478571","doi":"10.7249/rba1382-2","title":"Wraparound Services Are Key to Helping Justice-Involved Los Angelenos Get and Keep Jobs","year":2023,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Rand corporation; Corporation; Key (lock); Economic Justice; Public relations; Outcome (game theory); Cohort; Business; Management; Psychology; Political science; Computer security; Medicine; Computer science; Law; Finance; Economics","authors":[{"name":"Stephanie Brooks Holliday","is_ca":true},{"name":"Katya Migacheva","is_ca":false},{"name":"Amy Goldman","is_ca":false},{"name":"Veronica Awan","is_ca":true},{"name":"Nicole L. Bracy","is_ca":true},{"name":"Sarah B. Hunter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07353013714807118,"gpt":0.2479733239029188,"spread":0.1744431867548477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004768752,0.0003471427,0.0007396026,0.0004518605,0.000472319,0.0004568728,0.0002826615,0.0003586294,0.00006576766],"category_scores_gemma":[0.00003771938,0.0004389197,0.0001181238,0.0001020614,0.00005314198,0.0001896203,0.0001624334,0.0003420883,0.000504542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272494,"about_ca_system_score_gemma":0.0001276149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001835481,"about_ca_topic_score_gemma":0.004132432,"domain_scores_codex":[0.9984407,0.00003194136,0.0007008194,0.0004336121,0.00009241205,0.0003005246],"domain_scores_gemma":[0.9984491,0.000116601,0.0007927266,0.000365958,0.00009625566,0.0001793264],"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":[0.0009476386,0.0002894914,0.0572383,0.009806803,0.002709506,0.0002099401,0.07762578,0.000142437,0.0001166364,0.6304734,0.1698744,0.05056563],"study_design_scores_gemma":[0.002532913,0.0002179461,0.01997809,0.001133765,0.0002294082,0.000004084392,0.002334181,0.0006654529,0.00002411028,0.3870258,0.5836123,0.002241982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09489463,0.002327991,0.001088422,0.0005813854,0.002258185,0.002015583,0.00116533,0.0004292407,0.8952392],"genre_scores_gemma":[0.09516802,0.0004152643,0.0002150591,0.001274628,0.000739768,0.00008492648,0.0006767733,0.00013316,0.9012924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4137379,"threshold_uncertainty_score":0.9998063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402965256","doi":"10.7249/rba3265-3","title":"Challenges in the diagnosis, treatment and management of &lt;em&gt;Clostridioides difficile&lt;/em&gt; infection in Canada","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","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":"Clostridioides; Medicine; Internal medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05370637352538839,"gpt":0.2749507470857271,"spread":0.2212443735603387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004979548,0.0005258557,0.0008639809,0.0005342094,0.00007667649,0.00007105938,0.0001467542,0.0002812002,0.00003654105],"category_scores_gemma":[0.00002497442,0.0003922701,0.0001657211,0.0001910245,0.00008984126,0.00004279613,0.00008594499,0.0004948156,0.00001186423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180801,"about_ca_system_score_gemma":0.001950324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04323382,"about_ca_topic_score_gemma":0.8141565,"domain_scores_codex":[0.9969782,0.0001593671,0.0008634664,0.0006953595,0.0008993348,0.0004042397],"domain_scores_gemma":[0.9986488,0.0002588181,0.0002689808,0.0005712925,0.0001232915,0.0001288693],"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":[0.002892709,0.001741853,0.004941706,0.01367894,0.002147404,0.004799317,0.006444013,0.0001951354,0.001729037,0.02782428,0.02789647,0.9057091],"study_design_scores_gemma":[0.03235245,0.007624488,0.06315748,0.02143736,0.004692111,0.0005697926,0.006201839,0.001233923,0.03081448,0.006232548,0.8220503,0.003633173],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7881039,0.0262971,0.000003576219,0.0008812836,0.0004017925,0.003986272,0.0001667311,0.00004885229,0.1801105],"genre_scores_gemma":[0.8852736,0.06813957,0.000009820663,0.00005264858,0.0002880045,0.0008862664,0.0003233722,0.00007386276,0.04495282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9020759,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402965272","doi":"10.7249/rba3265-4","title":"Challenges and improvement opportunities for Faecal Microbiota Transplantation in the treatment of recurrent &lt;em&gt;Clostridioides difficile&lt;/em&gt; infection in Canada","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","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":"Clostridioides; Fecal bacteriotherapy; C difficile; Microbiology; Medicine; Transplantation; Biology; Clostridium difficile; Internal medicine; Antibiotics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06908573231882831,"gpt":0.2744118107598529,"spread":0.2053260784410246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004029718,0.0004731113,0.0007767573,0.000479956,0.00007637499,0.00005823712,0.00009465145,0.0002773362,0.00001205583],"category_scores_gemma":[0.00001865223,0.0003600654,0.0001838077,0.00007750896,0.00008723456,0.00004308701,0.00001695565,0.0003132745,0.000001329101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708499,"about_ca_system_score_gemma":0.003121304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01560242,"about_ca_topic_score_gemma":0.7328472,"domain_scores_codex":[0.9974843,0.0001071869,0.0009047503,0.0005575697,0.0005915195,0.0003546985],"domain_scores_gemma":[0.9988177,0.000274121,0.0002875293,0.0003196483,0.0001919781,0.0001090338],"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":[0.005016985,0.0009833016,0.00008154276,0.007862449,0.0005386628,0.0005298795,0.01031258,0.00003049713,0.03189214,0.003952646,0.004150425,0.9346489],"study_design_scores_gemma":[0.06857779,0.04291908,0.01117243,0.01713001,0.006827392,0.000842423,0.01795601,0.003831663,0.2510757,0.005664186,0.5689483,0.005054972],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648706,0.01248507,0.000021905,0.0006471326,0.0005034538,0.004729383,0.0008640409,0.00003067534,0.01584779],"genre_scores_gemma":[0.9112581,0.05638669,0.00001649361,0.00006157153,0.0004263157,0.0008878363,0.002077746,0.00008250867,0.02880276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9295939,"threshold_uncertainty_score":0.9998851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362685783","doi":"10.7249/cta2682-1","title":"Cyber Threats to Canada's Defence Infrastructure","year":2023,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","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":"Critical infrastructure; Cyber threats; Computer security; Cyberwarfare; Critical infrastructure protection; Business; Political science; Computer science","authors":[{"name":"Quentin E. Hodgson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02326604354851896,"gpt":0.2677213545942753,"spread":0.2444553110457564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002824994,0.0002849671,0.0003779974,0.0001051767,0.0009786364,0.0001350192,0.0003177161,0.0003112117,0.0001211336],"category_scores_gemma":[0.00009633187,0.0002912396,0.00009938319,0.0001145424,0.0002034839,0.00004631055,0.00009521077,0.0003295436,0.0001145268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000666917,"about_ca_system_score_gemma":0.005413115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2323922,"about_ca_topic_score_gemma":0.9910581,"domain_scores_codex":[0.9979413,0.00008880313,0.0003056577,0.0004214582,0.0008711858,0.0003715574],"domain_scores_gemma":[0.9988813,0.0001384305,0.0002173066,0.0002638622,0.0002754849,0.000223582],"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":[0.00004742064,0.000005169264,0.00007836345,0.00004051819,0.0001252921,0.00007274048,0.02882371,0.00003604333,0.000004073938,0.2366564,0.6662856,0.06782464],"study_design_scores_gemma":[0.000157917,0.00001704974,0.0002260786,0.00009217342,0.00004728533,7.893008e-7,0.001519321,9.52876e-7,0.000005090726,0.1037099,0.893873,0.0003503887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002583738,0.0001495873,0.00006811291,0.0009830935,0.001622645,0.0006992949,0.0001534676,0.0001835657,0.9958819],"genre_scores_gemma":[0.02518749,0.00006654774,0.00003104155,0.0009471705,0.0009381615,0.00006432,0.00009343374,0.00003989254,0.9726319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7586659,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403219943","doi":"10.7249/rra3423-1","title":"Internationale ontwikkelingen in cannabisbeleid voor recreatief gebruik: Eindrapport: [International developments in cannabis policy for recreational use: Final report]","year":2024,"lang":"nl","type":"book","venue":"RAND Corporation eBooks","topic":"Cannabis and Cannabinoid Research","field":"Medicine","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":"Recreation; Political science; Cannabis; Psychology; Psychotherapist; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06879343825173286,"gpt":0.3364396609675078,"spread":0.267646222715775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002379981,0.001121919,0.001480242,0.003920553,0.0002490634,0.0006438883,0.0006998572,0.001089311,0.0009329504],"category_scores_gemma":[0.002044372,0.001185232,0.0005908873,0.000611687,0.0004180928,0.0004869894,0.0002895716,0.001605589,0.0002781371],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006303872,"about_ca_system_score_gemma":0.02649897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007716438,"about_ca_topic_score_gemma":0.01204117,"domain_scores_codex":[0.990755,0.000227575,0.003370999,0.002026023,0.002408856,0.001211614],"domain_scores_gemma":[0.9948223,0.0001286226,0.001292827,0.0007665406,0.00241838,0.0005713165],"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":[0.007036407,0.0008377356,0.0228938,0.00168016,0.00127497,0.004579579,0.002530369,0.0003385328,0.000537308,0.04196423,0.8596466,0.05668033],"study_design_scores_gemma":[0.008253503,0.0004119944,0.02164189,0.003329665,0.0002024193,0.0004540648,0.0001998245,0.001833441,0.0003371937,0.005520769,0.9566711,0.001144112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0930386,0.004945562,0.003026389,0.06045565,0.01768329,0.03061214,0.007653635,0.0005048245,0.7820799],"genre_scores_gemma":[0.01763636,0.0004281471,0.0007601687,0.0007527822,0.003562323,0.003456084,0.01211316,0.0002527812,0.9610382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1789583,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387916761","doi":"10.7249/iga1363-4","title":"Alcohol and Substance Use Among U.S. Veterans","year":2023,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Sleep and Work-Related Fatigue","field":"Psychology","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":"Binge drinking; Quarter (Canadian coin); Substance use; Psychiatry; Substance abuse; Veterans Affairs; Psychology; Medicine; Injury prevention; Environmental health; Poison control; Internal medicine; History","authors":[{"name":"Megan S. Schuler","is_ca":false},{"name":"Eric Robinson","is_ca":false},{"name":"Justin W. Lee","is_ca":false},{"name":"Teague Ruder","is_ca":false},{"name":"Gilad Wenig","is_ca":false},{"name":"Carrie M. Farmer","is_ca":false},{"name":"Jessica Phillips","is_ca":false},{"name":"Rajeev Ramchand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06426375113763358,"gpt":0.2786823028754167,"spread":0.2144185517377832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001960633,0.0003681958,0.000403255,0.000215184,0.0001596257,0.0001365452,0.0001433644,0.0007691407,0.0001960278],"category_scores_gemma":[0.00001006511,0.0003720293,0.000120259,0.00006054897,0.0002089474,0.0001080859,0.00001955963,0.0005594493,0.0005354432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005048975,"about_ca_system_score_gemma":0.00006903967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009236048,"about_ca_topic_score_gemma":0.0008041465,"domain_scores_codex":[0.9983199,0.0001063455,0.0004608537,0.0005872754,0.0002373785,0.0002882091],"domain_scores_gemma":[0.9987035,0.0002206608,0.0003659601,0.0004920933,0.00009164544,0.0001261188],"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":[0.001597883,0.000120668,0.01652478,0.00009574158,0.002496464,0.001452193,0.0176647,0.00003634995,0.0001436228,0.1980561,0.4841444,0.2776671],"study_design_scores_gemma":[0.07067443,0.002506089,0.1336764,0.01295413,0.006502687,0.0002416373,0.001501171,0.0003519682,0.0005046533,0.1002233,0.6551638,0.01569982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05854024,0.0006597724,0.0008456993,0.00004338181,0.003217441,0.001283265,0.0001581264,0.0005766412,0.9346755],"genre_scores_gemma":[0.126866,0.00003857236,0.00003137156,0.0001555106,0.0003131084,0.0001223402,0.000390682,0.0001201811,0.8719622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2619673,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402965597","doi":"10.7249/iga3265-5","title":"Improving care for patients with &lt;em&gt;Clostridioides difficile&lt;/em&gt; infection (CDI): Challenges and opportunities for diagnosis, treatment and management in Canada","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","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":"Clostridioides; Medicine; C difficile; Internal medicine; Intensive care medicine; Microbiology; Clostridium difficile; Biology; Antibiotics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03950720609781842,"gpt":0.2474464856167955,"spread":0.2079392795189771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001583924,0.0006130106,0.000835544,0.0004595027,0.0002102439,0.0001359873,0.00006629798,0.0002560884,0.000006171943],"category_scores_gemma":[0.0000280085,0.0005084486,0.0001234733,0.00004376479,0.00008307909,0.00007414054,0.000071766,0.0002154432,7.479507e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176778,"about_ca_system_score_gemma":0.002036806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007624037,"about_ca_topic_score_gemma":0.4869996,"domain_scores_codex":[0.9975874,0.0000426687,0.0005779234,0.0008145726,0.0005224569,0.0004549349],"domain_scores_gemma":[0.9985256,0.0002350365,0.000272973,0.000325276,0.0003954786,0.0002456074],"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":[0.002731124,0.0002288189,0.0006008109,0.0112199,0.0008506065,0.0001610299,0.001576739,0.00001072627,0.00007264008,0.002706176,0.003146577,0.9766948],"study_design_scores_gemma":[0.05335148,0.01967502,0.005514904,0.00905579,0.006884665,0.00007006621,0.008383496,0.001382069,0.00641251,0.001235219,0.8844084,0.003626427],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260818,0.03271432,0.00007926238,0.0004472928,0.0006095659,0.01621832,0.001972169,0.0001406174,0.02173667],"genre_scores_gemma":[0.8544139,0.04168168,0.0001620737,0.0001128676,0.0006919157,0.007636201,0.004318482,0.0002915222,0.0906914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9730684,"threshold_uncertainty_score":0.9997367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388183598","doi":"10.7249/rr2759","title":"The Road to Reintegration: Status and Continuing Support of the U.S. Air Force's Wounded, Ill, and Injured","year":2023,"lang":"en","type":"article","venue":"RAND Corporation eBooks","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","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":"Air Force Surgeon General; Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Mental health; Health care; Psychology; Unemployment; Quarter (Canadian coin); Medicine; Psychiatry; Political science; Geography","authors":[{"name":"Carra S. Sims","is_ca":false},{"name":"Christine Vaughan","is_ca":false},{"name":"John A Hamm","is_ca":false},{"name":"Brent W. Anderson","is_ca":false},{"name":"Angela Clague","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03739944848904751,"gpt":0.3312252881993222,"spread":0.2938258397102746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004855366,0.0001009497,0.0001418438,0.00006911546,0.0002324218,0.00007558483,0.0001326364,0.00006194097,0.00004651563],"category_scores_gemma":[0.0001284217,0.00006189657,0.00003253847,0.0001373903,0.0002039741,0.00004696985,0.00007319211,0.0001200707,0.00002190047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001331224,"about_ca_system_score_gemma":0.00004418408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001593253,"about_ca_topic_score_gemma":0.0004771692,"domain_scores_codex":[0.9988595,0.0001629185,0.0002878246,0.0001953154,0.0002535099,0.0002409428],"domain_scores_gemma":[0.9991605,0.0001765389,0.0001341805,0.0003227748,0.0001335741,0.00007243566],"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":[0.00100353,0.00003720871,0.01994567,0.00005500691,0.0001487252,0.000007264154,0.03584035,0.00001036664,0.0048353,0.1152102,0.01110941,0.811797],"study_design_scores_gemma":[0.007084282,0.0008559659,0.8658566,0.0001708687,0.00008851751,0.00003695688,0.02294518,0.0005056545,0.005815175,0.0411603,0.05493904,0.0005414529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659107,0.0001227285,0.0001821955,0.001615695,0.0002557518,0.0008995999,0.00002254739,0.00004561035,0.03094519],"genre_scores_gemma":[0.9855361,0.00001733439,0.00001806866,0.0001685265,0.00002650565,0.000133419,0.00001118229,0.00001333272,0.01407555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.845911,"threshold_uncertainty_score":0.2524069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394878952","doi":"10.7249/rra2375-1","title":"Great Lakes Oil Spill Response Capabilities Evaluation","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","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":"National Oceanic and Atmospheric Administration; U.S. Department of Homeland Security","keywords":"Oil spill; Environmental science; Petroleum engineering; Geology; Environmental protection","authors":[{"name":"Aaron Davenport","is_ca":false},{"name":"Katherine Anania","is_ca":false},{"name":"Susan A. Resetar","is_ca":false},{"name":"Alexis Levedahl","is_ca":false},{"name":"Liam McLane","is_ca":false},{"name":"Jo Caulkins","is_ca":false},{"name":"Melissa D. Bauman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01963712738718008,"gpt":0.2334128581070548,"spread":0.2137757307198747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001232368,0.0003166771,0.0002457161,0.0001384243,0.0001991608,0.0001551646,0.0001267317,0.0003251481,0.004033174],"category_scores_gemma":[0.00008409499,0.0002981198,0.0001585932,0.00006432817,0.0002629936,0.0001351021,0.00005948154,0.0002809808,0.003195964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009703108,"about_ca_system_score_gemma":0.0002608531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004826561,"about_ca_topic_score_gemma":0.0007994377,"domain_scores_codex":[0.9977039,0.0002619705,0.0004249176,0.0005566126,0.0008628871,0.0001897206],"domain_scores_gemma":[0.9991403,0.0000895294,0.0002421052,0.0003626038,0.00006422001,0.0001012959],"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":[0.001827845,0.00004418753,0.00009177341,0.0003837553,0.0001445985,0.00004393421,0.004368153,0.001042479,0.01773998,0.007584271,0.2246566,0.7420724],"study_design_scores_gemma":[0.0009193822,0.0002175282,0.00026723,0.0001953939,0.0002701893,0.00002679912,0.00008403449,0.002202815,0.002019584,0.06363267,0.9295482,0.0006162049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02443427,0.0001750897,0.00007657623,0.0001620411,0.001103987,0.000436801,0.00005188729,0.0002291746,0.9733302],"genre_scores_gemma":[0.07168394,0.00001701759,0.00005066091,0.0001810744,0.000230403,0.0001889743,0.0001993326,0.0000523792,0.9273962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7414562,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391135719","doi":"10.7249/rra2195-2","title":"Planning, Programming, Budgeting, and Execution in Comparative Organizations: Volume 2, Case Studies of Selected Allied and Partner Nations","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Global Peace and Security Dynamics","field":"Social Sciences","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":"Office of the Secretary of Defense; Australian Government","keywords":"Volume (thermodynamics); Operations research; Operations management; Computer science; Business; Process management; Management; Economics; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04377499034018546,"gpt":0.3458015923837184,"spread":0.3020266020435329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004146419,0.0001976461,0.0003864901,0.0002779027,0.0004154934,0.0001392599,0.00005868655,0.000252794,0.000006282802],"category_scores_gemma":[0.0002095918,0.000203107,0.00002523742,0.0003044663,0.0005288412,0.000113656,0.00004322247,0.0002337371,0.000003418644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491349,"about_ca_system_score_gemma":0.0005811381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002916813,"about_ca_topic_score_gemma":0.02216331,"domain_scores_codex":[0.9986759,0.0001658583,0.0004207141,0.0003070787,0.0002592767,0.0001711342],"domain_scores_gemma":[0.9986708,0.0001358464,0.0003315616,0.0000827071,0.0007124358,0.00006672127],"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":[0.00009036434,0.0001241453,0.003559073,0.0008119583,0.0004850215,0.0004003022,0.3974766,0.0001347858,0.00004759767,0.5615245,0.03312814,0.002217527],"study_design_scores_gemma":[0.004007193,0.0007491924,0.0006222618,0.002983261,0.001375018,0.0003262161,0.1003315,0.007382138,0.00005212436,0.1168891,0.7629892,0.002292878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3928042,0.02213388,0.00101953,0.0007437797,0.0009400352,0.006808206,0.0003303619,0.0006045029,0.5746155],"genre_scores_gemma":[0.7443141,0.0004175564,0.0002698791,0.000030491,0.000118817,0.00006836644,0.0003162292,0.00002337218,0.2544412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.729861,"threshold_uncertainty_score":0.9956797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982614737","doi":"10.7249/rr451","title":"Mental Health Retrosight: Perspectives","year":2013,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","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":"National Institute of Mental Health; Canadian Institutes of Health Research; Alberta Innovates; National Institute for Health and Care Research","keywords":"Mental health; Schizophrenia (object-oriented programming); Psychology; Schizophrenia research; Translational research; Psychiatry; Medicine","authors":[{"name":"Alexandra Pollitt","is_ca":false},{"name":"Stephanie Diepeveen","is_ca":false},{"name":"Susan Guthrie","is_ca":false},{"name":"Marcela Horvitz‐Lennon","is_ca":false},{"name":"Molly Morgan Jones","is_ca":false},{"name":"N. N. Chonaill","is_ca":false},{"name":"Dana Schultz","is_ca":false},{"name":"Harold Alan Pincus","is_ca":false},{"name":"Jonathan Grant","is_ca":false},{"name":"Steven Wooding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03294788439011004,"gpt":0.237310182766561,"spread":0.204362298376451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001486955,0.0002979334,0.0003820821,0.0001272762,0.0008578221,0.0002213302,0.0001247153,0.0001286373,0.005310307],"category_scores_gemma":[0.000001200787,0.0002589633,0.0001355828,0.000005534226,0.0002054733,0.0001077107,0.00001914046,0.0003162918,0.0007848019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835446,"about_ca_system_score_gemma":0.0007141781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393382,"about_ca_topic_score_gemma":0.001285217,"domain_scores_codex":[0.9985306,0.00006644434,0.0004692099,0.0003456219,0.0003146665,0.0002734068],"domain_scores_gemma":[0.9989206,0.00001553157,0.0005277594,0.0002394516,0.00009831875,0.0001983562],"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":[0.00004088931,0.00001961768,0.000001454262,0.0001256741,0.00002037626,4.233011e-7,0.02600343,2.056581e-8,5.995083e-7,0.5263767,0.4432318,0.004178996],"study_design_scores_gemma":[0.0006170339,0.000298534,0.000003367298,0.000164651,0.00001206975,0.000003047414,0.002921357,0.000007290568,0.000001557047,0.0274794,0.9682318,0.0002598752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009211236,0.002234898,0.00001410171,0.001007391,0.002627807,0.001090962,0.0002845512,0.000109091,0.9925391],"genre_scores_gemma":[0.004748824,0.00009327563,0.00004343174,0.001694665,0.002636641,0.00006534101,0.0008945012,0.00004958263,0.9897738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.525,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320523516","doi":"10.7249/cp531-2007","title":"Spotlight on 2007: RAND Europe Annual Review","year":2008,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Menzies Centre for Australian Studies, King's College London, University of London; Keele University; University of Surrey; University of Bristol; Newcastle upon Tyne Hospitals NHS Foundation Trust; University of Reading; University of Sussex; Newcastle University; University of Bath; University of Warwick; University of Oxford; Cancer Research UK; University College London; University of Southampton; North Bristol NHS Trust; University of Leicester; Moorfields Eye Hospital NHS Foundation Trust; University of East Anglia; Royal Free London NHS Foundation Trust; University Hospitals Plymouth NHS Trust; University of Leeds; Queen Mary University of London; National Institute for Health and Care Research; University Hospitals Birmingham NHS Foundation Trust; University of Bradford; University of Salford Manchester; Oxford Brookes University; University Hospitals of Leicester NHS Trust; University of Exeter; Middlesex University; Durham University; York University; University of Nottingham; University of Hull; Imperial College London","keywords":"Political science; History","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03617861239496039,"gpt":0.2974828596284416,"spread":0.2613042472334812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008740446,0.0004033363,0.0009988364,0.0003090795,0.0001879773,0.00002102268,0.0002109444,0.0002550012,0.0005326268],"category_scores_gemma":[0.0002668285,0.0002880104,0.0002093484,0.0001238443,0.0003860097,0.00006247652,0.00003516617,0.0007161631,0.0009933048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305023,"about_ca_system_score_gemma":0.002066917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006971293,"about_ca_topic_score_gemma":0.000004993225,"domain_scores_codex":[0.9967666,0.0001146989,0.0006490325,0.0006058972,0.001487455,0.0003762707],"domain_scores_gemma":[0.9976516,0.0001088598,0.0003752868,0.0006643193,0.0007421106,0.0004577737],"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":[0.000880185,0.00006294291,0.000012824,0.001244323,0.00006407613,0.0008583954,0.0002479146,3.124864e-7,0.00006831782,0.002642921,0.963242,0.03067581],"study_design_scores_gemma":[0.004151448,0.0008341938,0.00009474227,0.006156192,0.0002316814,0.0003343472,0.00001126398,0.00000703235,0.000102952,0.000205426,0.9875991,0.0002715781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007616633,0.01355093,0.0000852751,0.001055297,0.000756437,0.002028181,0.00004933283,0.0001104486,0.9822879],"genre_scores_gemma":[0.0002587297,0.02428274,0.00003902424,0.009173127,0.001951056,0.00005153409,0.0004183456,0.00006645962,0.963759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03040423,"threshold_uncertainty_score":0.9999572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998723696","doi":"10.7249/rr292","title":"Mental Health Retrosight: Methods and Methodology Report","year":2013,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","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":"National Institute of Mental Health; National Institutes of Health; Canadian Institutes of Health Research; Alberta Innovates; National Institute for Health and Care Research","keywords":"Mental health; Schizophrenia (object-oriented programming); Psychology; Psychiatry","authors":[{"name":"Susan Guthrie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1882185515205686,"gpt":0.3873078242059006,"spread":0.199089272685332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001457818,0.000330258,0.0006676941,0.000157283,0.0007248904,0.0001558004,0.00009925541,0.0002257358,0.0015748],"category_scores_gemma":[0.00001111649,0.0002833185,0.0001080763,0.000006926601,0.0002844256,0.00008928434,0.00003976059,0.0003834034,0.00007122918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234215,"about_ca_system_score_gemma":0.0006277938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002360662,"about_ca_topic_score_gemma":0.0009041515,"domain_scores_codex":[0.9976019,0.0005503698,0.0008556492,0.0004728742,0.0002230268,0.00029623],"domain_scores_gemma":[0.9981982,0.0001244098,0.001014775,0.0003220252,0.00008977438,0.0002507962],"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":[0.00009193737,0.00001609752,0.000007153111,0.0004038451,0.00005831593,0.000007714919,0.009472911,2.515477e-8,0.00001027567,0.5861259,0.3245192,0.07928664],"study_design_scores_gemma":[0.0005050289,0.0002638737,0.000005735951,0.00009806704,0.00002812369,0.00009751739,0.0003103739,0.0000112362,0.0000111471,0.08552559,0.9128952,0.0002480741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006124095,0.002343395,0.001643,0.00102508,0.004665613,0.001207708,0.0001174471,0.000095913,0.9888406],"genre_scores_gemma":[0.0001059169,0.0001056669,0.01357676,0.002748352,0.001537038,0.00008185422,0.001012139,0.0000512478,0.980781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5883761,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2478118114","doi":"10.7249/cp853","title":"Cultural Oasis: For Arab Children, Collected Works Offer Roads to Tolerance, Critical Thinking","year":2013,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Socioeconomic Development in MENA","field":"Social Sciences","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 Toronto","funders":"","keywords":"Islam; History; Geography; Psychology; Archaeology","authors":[{"name":"Jeffrey Martini","is_ca":true},{"name":"Michal Perlman","is_ca":true},{"name":"Gail L. Zellman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02828618740771074,"gpt":0.2996222030044531,"spread":0.2713360155967424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006968171,0.0003611167,0.000576204,0.000153911,0.001385012,0.0007916639,0.0004608942,0.0006643378,0.0005466075],"category_scores_gemma":[0.0002330167,0.0003629321,0.0001926381,0.00007233171,0.0002901753,0.0002836595,0.00005125826,0.0003302021,0.0004637433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653616,"about_ca_system_score_gemma":0.001478668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007065504,"about_ca_topic_score_gemma":0.0002737086,"domain_scores_codex":[0.9976858,0.0001352335,0.0006115289,0.0005610772,0.0005070262,0.0004993632],"domain_scores_gemma":[0.9982638,0.0004014237,0.0003082003,0.0002342291,0.0005539048,0.0002383814],"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":[0.0001668094,0.00003275784,0.0001196312,0.00003837024,0.0001898043,0.000001812045,0.02408717,0.00002022185,0.00002529382,0.0895879,0.8574392,0.02829108],"study_design_scores_gemma":[0.003311975,0.0001680837,0.000866606,0.000993456,0.000270595,0.000004385062,0.001631511,0.0001916132,0.00007079624,0.2944751,0.6959685,0.00204738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008013953,0.0001722432,0.003855762,0.001236046,0.00237986,0.005041143,0.00006409997,0.0003884663,0.9788484],"genre_scores_gemma":[0.006476549,0.00002239462,0.006254166,0.00194734,0.001996956,0.001018209,0.000365095,0.00007107124,0.9818482],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2048872,"threshold_uncertainty_score":0.9999151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}