{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"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":"c2744a5f1d37","filters":{"venue":"Lighting Design + Application"}},"results":[{"id":"W4406947396","doi":"10.1177/036063251304300914","title":"Advanced Performance Prediction of Tubular Daylighting Devices: New Research from the National Research Council of Canada Takes an in-Depth Look inside TDDs","year":2013,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Daylighting; Research council; Computer graphics (images); Computer science; Environmental science; Engineering; Architectural engineering","authors":[{"name":"Abdelaziz Laouadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.163247335343772,"gpt":0.3193904171559429,"spread":0.1561430818121709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005212243,0.0006505836,0.0006033717,0.0005792734,0.0004191917,0.00108969,0.001067398,0.0005477186,0.001463181],"category_scores_gemma":[0.001354641,0.0001775097,0.00059107,0.001189211,0.0002590732,0.0005723466,0.0003167998,0.0005980896,0.0006286818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282816,"about_ca_system_score_gemma":0.001391672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1336191,"about_ca_topic_score_gemma":0.1370582,"domain_scores_codex":[0.9995723,0.00002104878,0.00001202349,0.00006153143,0.0002946882,0.00003838926],"domain_scores_gemma":[0.9991912,0.0001632505,0.00005622749,0.00007909726,0.0004790574,0.00003110212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002464902,0.0002294612,0.05936338,0.0004256464,0.00009774605,0.0001160046,0.0002009371,0.5645123,0.07246868,0.003599848,0.009924775,0.2888148],"study_design_scores_gemma":[0.000008595287,0.0001611832,0.0238157,0.00003519339,0.00004401612,0.00004261723,0.0001066006,0.9192069,0.0450018,0.001189588,0.01033214,0.00005568395],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5781284,0.005738304,0.3926184,0.001357268,0.0002377298,0.00009676694,0.00294145,0.004031796,0.01485002],"genre_scores_gemma":[0.958607,0.001543297,0.03322534,0.0000886815,0.00003140818,0.00002487356,0.001193459,0.0001747756,0.005111175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8663809,"threshold_uncertainty_score":0.2656826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407148655","doi":"10.1177/036063250803801016","title":"Book Review: Learning to See-A Matter of Light","year":2008,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Association of Occupational Therapists","funders":"","keywords":"Cognitive science; Psychology","authors":[{"name":"Philip Gabriel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01995702721339409,"gpt":0.3038934727183447,"spread":0.2839364455049506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009454889,0.00114787,0.002384509,0.002802344,0.0007734427,0.002554179,0.001805461,0.004114497,0.04610275],"category_scores_gemma":[0.00536679,0.0004881448,0.0006020898,0.004410226,0.0009746705,0.002719612,0.001200043,0.00371963,0.02940712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966476,"about_ca_system_score_gemma":0.00251109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004017148,"about_ca_topic_score_gemma":0.01523586,"domain_scores_codex":[0.9990132,0.0001791344,0.00006018281,0.0001231611,0.0005653838,0.00005905356],"domain_scores_gemma":[0.996348,0.001523064,0.0002382738,0.00007501458,0.001442285,0.000373398],"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":[0.000009494463,0.000007318298,0.00001950221,0.0005984992,0.000005606806,0.00002196219,0.000008257945,0.00002670418,0.00005227875,0.0003290622,0.9692708,0.0296506],"study_design_scores_gemma":[0.000009778099,0.00001540747,0.0001684792,0.0006735733,0.00001213688,0.0002619356,0.00001708867,0.0000210616,0.000040698,0.0003838727,0.9983892,0.000006697253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001844661,0.838207,0.0006239128,0.03505975,0.09713143,0.0000567951,0.0002484254,0.0001098527,0.02837841],"genre_scores_gemma":[0.002516984,0.6248714,0.001095292,0.05103577,0.08220761,0.0001565506,0.0005128136,0.0001740428,0.2374295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04610275,"threshold_uncertainty_score":0.154229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406947537","doi":"10.1177/036063251304300912","title":"Blades of Glory: The grass is always greener at this parking garage in Calgary","year":2013,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"American Environmental and Regional History","field":"Environmental Science","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":"Glory; Environmental science; Physics; Optics","authors":[{"name":"Paul Tarricone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009551999730187893,"gpt":0.185917098066871,"spread":0.1763650983366831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623687,0.0003302339,0.0002209493,0.0005080262,0.01050478,0.003080164,0.0008553825,0.001285094,0.04552002],"category_scores_gemma":[0.0003636189,0.0003778843,0.0002050929,0.00113229,0.002485657,0.0008352725,0.002166049,0.002228922,0.004461775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005413351,"about_ca_system_score_gemma":0.006052179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5312275,"about_ca_topic_score_gemma":0.9303384,"domain_scores_codex":[0.9996585,0.00004186559,0.000005194898,0.00007003715,0.0000779586,0.0001465016],"domain_scores_gemma":[0.9997608,0.000008299771,0.00001032088,0.000009841776,0.0000837552,0.0001269041],"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":[0.0002420767,0.0001556494,0.05038741,0.0002947435,0.00002792768,0.00246105,0.05286327,0.0003296062,0.008670692,0.005478747,0.6726692,0.2064195],"study_design_scores_gemma":[0.00001421166,0.00008636613,0.2392256,0.0001603421,0.00001698175,0.0004369839,0.1287652,0.0001030784,0.0007491007,0.0005105659,0.6298846,0.00004686773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4510297,0.004339023,0.001662784,0.04444435,0.003856309,0.0001384634,0.001605327,0.0008963297,0.4920278],"genre_scores_gemma":[0.5233556,0.001781595,0.002651483,0.007327978,0.0002808613,0.00002869081,0.0007127467,0.0004653291,0.4633957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4687725,"threshold_uncertainty_score":0.9430665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407147832","doi":"10.1177/036063251404400915","title":"Lost then Found: In Montreal, Lighting of a Once-Hidden façade Helps an Historic Church Adapt to its New Urban Setting","year":2014,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Religious Tourism and Spaces","field":"Social Sciences","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":"Architectural engineering; Visual arts; History; Art; Engineering","authors":[{"name":"Rebecca Falzano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0231197076671922,"gpt":0.2853050284055346,"spread":0.2621853207383424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004793347,0.0005578096,0.0001479005,0.000363124,0.004403404,0.002929263,0.001118001,0.0009422806,0.04316478],"category_scores_gemma":[0.0007766241,0.0001678583,0.0004054192,0.0003949273,0.001871751,0.0008036845,0.001310385,0.001393602,0.003513865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004766162,"about_ca_system_score_gemma":0.0041732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3231352,"about_ca_topic_score_gemma":0.7107786,"domain_scores_codex":[0.9997808,0.0000358005,0.000001857028,0.00002579307,0.00007319924,0.00008255726],"domain_scores_gemma":[0.9997204,0.00001928889,0.000007445287,0.00002489269,0.0000799757,0.0001480975],"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":[0.0004937364,0.0003581992,0.01292763,0.0005165914,0.0000552629,0.001089415,0.02146284,0.002450049,0.03058412,0.02286233,0.5093564,0.3978434],"study_design_scores_gemma":[0.00004963711,0.0003238048,0.02158687,0.0002088274,0.00005878985,0.0004554508,0.02155154,0.002021262,0.007485127,0.002176032,0.9439785,0.0001041119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4508,0.002875985,0.04338032,0.04238974,0.004291872,0.000467952,0.002204065,0.009449583,0.4441405],"genre_scores_gemma":[0.6145028,0.00110869,0.02787437,0.002373296,0.0002714371,0.00008230729,0.0006543811,0.001128896,0.3520039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6768649,"threshold_uncertainty_score":0.6425086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407148056","doi":"10.1177/036063251404401016","title":"The Power of One: Personal Color Tuning in Office Lighting is Where the Industry Could be Headed","year":2014,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Color perception and design","field":"Psychology","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":"Office of Energy Efficiency; Natural Resources Canada; Public Works and Government Services Canada","keywords":"Power (physics); Architectural engineering; Telecommunications; Computer science; Business; Engineering; Physics","authors":[{"name":"Jennifer A. Veitch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04729574031437302,"gpt":0.3147587346776577,"spread":0.2674629943632847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123646,0.0006054369,0.0003898658,0.0004533155,0.001667671,0.003461474,0.0008665596,0.001362403,0.01656921],"category_scores_gemma":[0.003215345,0.000300867,0.0005506756,0.0003947263,0.003811491,0.006581748,0.0023491,0.003428496,0.002643449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008407704,"about_ca_system_score_gemma":0.0007586772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286356,"about_ca_topic_score_gemma":0.001450549,"domain_scores_codex":[0.999328,0.0002143313,0.00001927384,0.0001557666,0.0002071852,0.000075412],"domain_scores_gemma":[0.9985121,0.0005655903,0.00007408297,0.0002862088,0.0002985128,0.0002635049],"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":[0.0008852855,0.0003515339,0.003972449,0.000671975,0.0001024138,0.0001944141,0.003266037,0.002000838,0.0569589,0.2487195,0.04017572,0.6427009],"study_design_scores_gemma":[0.0001083465,0.0008649566,0.008210869,0.0005287782,0.000200447,0.001587743,0.003738033,0.007962178,0.04230639,0.5431302,0.391067,0.0002950952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1079108,0.0162335,0.4356889,0.04302732,0.00440907,0.0001239277,0.0001741273,0.004462177,0.3879701],"genre_scores_gemma":[0.804175,0.005428952,0.1138393,0.0072629,0.0008303318,0.00007098401,0.00006041267,0.001310073,0.06702221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01656921,"threshold_uncertainty_score":0.05542958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408497205","doi":"10.1177/036063251704700402","title":"Inbox: What Do We Want? Long-term Well-being!","year":2017,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Well-being; Psychology; Computer science; Psychotherapist; Physics","authors":[{"name":"Lorne Whitehead","is_ca":true},{"name":"Konstantinos Papamichael","is_ca":false},{"name":"Michael Siminovitch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02164778350613258,"gpt":0.3061688069391514,"spread":0.2845210234330189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446403,0.0003861757,0.000625674,0.0004315062,0.001432217,0.003113022,0.0003771272,0.001309197,0.02188371],"category_scores_gemma":[0.005586941,0.0001319901,0.0006157676,0.000463254,0.0006482373,0.003135988,0.001822423,0.001650257,0.00677063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008493396,"about_ca_system_score_gemma":0.0009394461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042288,"about_ca_topic_score_gemma":0.01137668,"domain_scores_codex":[0.9994968,0.0001727395,0.0000336169,0.00003711879,0.0001305639,0.0001290651],"domain_scores_gemma":[0.9977635,0.0002039842,0.0002679734,0.0000674293,0.0005007649,0.001196318],"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":[0.0007354267,0.0008731022,0.184481,0.001539972,0.0002207496,0.0004075768,0.02139449,0.00006730278,0.00202016,0.002857162,0.3342029,0.4512003],"study_design_scores_gemma":[0.0001050641,0.001078284,0.3646658,0.003989779,0.0003528337,0.0009388092,0.1086883,0.0001854525,0.001276769,0.004051527,0.5144403,0.0002270349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6243168,0.03930974,0.002076195,0.1856567,0.008701928,0.000192757,0.003812268,0.0007275716,0.135206],"genre_scores_gemma":[0.8649875,0.01998404,0.004234565,0.02944677,0.00158043,0.0003390698,0.002031876,0.0002735427,0.07712216],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02188371,"threshold_uncertainty_score":0.07320827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408127228","doi":"10.1177/036063250503500806","title":"Lighting for Security","year":2005,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Computer science; Computer security; Business","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01516344408646732,"gpt":0.2608214807988628,"spread":0.2456580367123955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004407409,0.0007838383,0.0002459532,0.0008179094,0.002459891,0.00396545,0.0005105252,0.001974288,0.09004825],"category_scores_gemma":[0.0007631672,0.0002383239,0.0004235499,0.0005758511,0.001271214,0.002867029,0.002570014,0.002449784,0.02805233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447776,"about_ca_system_score_gemma":0.001091657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043246,"about_ca_topic_score_gemma":0.00406504,"domain_scores_codex":[0.9995746,0.0000802751,0.00001324376,0.00006652685,0.0001954102,0.00006994938],"domain_scores_gemma":[0.9997033,0.00003580708,0.00001889423,0.00007473811,0.0001154146,0.00005177012],"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":[0.00004999608,0.0000507561,0.0002997217,0.0002513116,0.00001082888,0.00008999605,0.0006587781,0.0002975894,0.005482577,0.2750714,0.4398318,0.2779053],"study_design_scores_gemma":[0.000002180084,0.00001445203,0.0001765039,0.00007537053,0.000002921382,0.000109968,0.0001200046,0.00006473064,0.0007361019,0.01194743,0.9867452,0.000005186446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002719927,0.02106737,0.008641331,0.01975542,0.0048517,0.0000569816,0.0001842496,0.0008670083,0.941856],"genre_scores_gemma":[0.04159368,0.01425068,0.006045276,0.004683393,0.001301044,0.00005258421,0.0001578788,0.0003705984,0.9315448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09004825,"threshold_uncertainty_score":0.3012414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407147981","doi":"10.1177/036063251404400409","title":"A Hotel Ahead of Its Time: Designers Threw Away the Playbook when Renovating San Diego's Gaslamp Quarter Hotel","year":2014,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","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":"Quarter (Canadian coin); Aeronautics; Engineering; History; Archaeology","authors":[{"name":"Paul Tarricone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02268215239693443,"gpt":0.2131650046524512,"spread":0.1904828522555167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003705133,0.0009647378,0.0003364593,0.0007079344,0.03425624,0.01932062,0.00174754,0.004656704,0.02353427],"category_scores_gemma":[0.005505237,0.0009359586,0.0006700768,0.0006834004,0.007717574,0.00451778,0.004579532,0.01293165,0.00339379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101758,"about_ca_system_score_gemma":0.009954781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1171283,"about_ca_topic_score_gemma":0.4228911,"domain_scores_codex":[0.9976099,0.001130687,0.00005095024,0.0002179285,0.0004299101,0.0005607299],"domain_scores_gemma":[0.9975013,0.0004621037,0.0000685062,0.0001178979,0.0005896653,0.001260482],"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":[0.0001941084,0.0001211196,0.003346492,0.0001213085,0.00002988755,0.001565881,0.2122219,0.0003466689,0.001403023,0.01524058,0.7378592,0.02754987],"study_design_scores_gemma":[0.00001155651,0.00006196146,0.001065939,0.0001023888,0.00001676562,0.0001673858,0.1925116,0.000087997,0.0003635546,0.0007032382,0.8048681,0.0000395623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2433069,0.004284247,0.007765452,0.2429637,0.02383261,0.0002901373,0.0005091698,0.001822899,0.4752249],"genre_scores_gemma":[0.4299069,0.001830777,0.00565431,0.03746948,0.001270911,0.0001208657,0.0002299094,0.001917364,0.5215995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1171283,"threshold_uncertainty_score":0.232893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406111628","doi":"10.1177/036063252105100210","title":"Market Rally","year":2021,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Business","authors":[{"name":"Paul Tarricone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08561464355793874,"gpt":0.2290766075888402,"spread":0.1434619640309014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168017,0.0006219664,0.0003062723,0.001017757,0.006314421,0.008035833,0.0008905504,0.003303465,0.1323008],"category_scores_gemma":[0.002258688,0.000390979,0.0004397987,0.0008375312,0.003307425,0.001791471,0.002524409,0.004363797,0.02646334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01906924,"about_ca_system_score_gemma":0.01128587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4627497,"about_ca_topic_score_gemma":0.7326842,"domain_scores_codex":[0.9986211,0.00007275369,0.00001682497,0.0002372065,0.0007022307,0.0003499243],"domain_scores_gemma":[0.9986878,0.0001089491,0.00003826293,0.0001295399,0.0006190192,0.0004164116],"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":[0.00007538041,0.00001793013,0.0006625352,0.00005721054,0.000006738835,0.0003324709,0.001493265,0.00008423074,0.0007624309,0.1229415,0.8493236,0.02424266],"study_design_scores_gemma":[0.000002798476,0.000005016111,0.0005773674,0.00001355111,0.000001274552,0.00002459219,0.0002934694,0.00002431443,0.0001095525,0.0004261248,0.9985177,0.000004266979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008404451,0.002864233,0.001138771,0.03219069,0.006430919,0.000091203,0.002142505,0.0003635508,0.9463737],"genre_scores_gemma":[0.01440653,0.0003457139,0.000144119,0.00187673,0.0002095144,0.00001278025,0.0002442196,0.00007878458,0.9826816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4627497,"threshold_uncertainty_score":0.9201124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7086771822","doi":"10.1177/036063252205200612","title":"Piece by Piece","year":2022,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Meta-analysis and systematic reviews","field":"Decision 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":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.6674605054708315,"gpt":0.4940043644466388,"spread":0.1734561410241927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01063729,0.001355883,0.00134936,0.002277291,0.002233778,0.01132311,0.002508446,0.006354541,0.1953611],"category_scores_gemma":[0.09051483,0.0005821458,0.001546913,0.001753804,0.002546767,0.004468804,0.004446334,0.01000395,0.1525141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256141,"about_ca_system_score_gemma":0.008459399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003843301,"about_ca_topic_score_gemma":0.01003522,"domain_scores_codex":[0.993602,0.001570861,0.0004779971,0.001071356,0.002780908,0.0004968023],"domain_scores_gemma":[0.9380664,0.01398528,0.002925168,0.008817605,0.02753472,0.008670805],"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":[0.00004001632,0.00001189561,0.00007687153,0.0002199821,0.00005147633,0.00007058657,0.0001428667,0.0000425576,0.0003930514,0.002232784,0.9602714,0.03644644],"study_design_scores_gemma":[0.00001727417,0.00001907308,0.0002402609,0.0003568671,0.00002979112,0.0001064559,0.0001634687,0.00003944862,0.0001206721,0.003001558,0.9958877,0.00001736218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0007553115,0.0103672,0.01100571,0.3761119,0.5176876,0.0003542106,0.00148206,0.001828295,0.08040775],"genre_scores_gemma":[0.01043358,0.01123406,0.0199414,0.2792998,0.1693357,0.0006738292,0.001480183,0.003105089,0.5044963],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1953611,"threshold_uncertainty_score":0.6535481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407234400","doi":"10.1177/036063250803800611","title":"Let the Architecture Do the Talking","year":2008,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Architecture, Modernity, and Design","field":"Engineering","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":"Architecture; Computer architecture; Art; Computer science; Visual arts","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01677531396024005,"gpt":0.2088262686291386,"spread":0.1920509546688985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002115065,0.001342781,0.0003770884,0.001058436,0.01869066,0.01105267,0.001127125,0.005071216,0.110906],"category_scores_gemma":[0.006100161,0.0007643918,0.0006133298,0.0005441409,0.008198299,0.007397102,0.005348743,0.009933149,0.05465843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006946667,"about_ca_system_score_gemma":0.00904151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1731215,"about_ca_topic_score_gemma":0.2860869,"domain_scores_codex":[0.9979513,0.0003747794,0.00003012507,0.0002380732,0.0008101556,0.0005955491],"domain_scores_gemma":[0.9977072,0.0001638887,0.00004536483,0.0002529511,0.00106324,0.0007672393],"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":[0.00003740109,0.00004346712,0.0005175628,0.00004380703,0.000008742609,0.0001359893,0.00705179,0.0002132759,0.000996645,0.1126339,0.8419518,0.03636554],"study_design_scores_gemma":[0.000003606948,0.000006214655,0.0001588475,0.00003200301,0.000002866723,0.00002767362,0.002481002,0.00004242044,0.0001019297,0.004666324,0.9924644,0.00001274319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002339212,0.001324904,0.006492852,0.08060209,0.01036992,0.0000736672,0.0001553542,0.001316855,0.8973251],"genre_scores_gemma":[0.04814224,0.001028637,0.004471506,0.02321701,0.00110908,0.00006210801,0.00009546146,0.0008069389,0.9210669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1731215,"threshold_uncertainty_score":0.3710176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406626389","doi":"10.1177/036063250403400815","title":"Passing through History","year":2004,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Historical and Cultural Archaeology 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":"Computer science; History","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05835376366753119,"gpt":0.2896788290132777,"spread":0.2313250653457465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000886197,0.0003882363,0.0003563849,0.001444207,0.02071455,0.01094872,0.0008990424,0.001320983,0.05185306],"category_scores_gemma":[0.002105862,0.0003144769,0.0002017963,0.001965841,0.01811259,0.005220735,0.005621761,0.004123381,0.004739153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01398389,"about_ca_system_score_gemma":0.008035589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2427144,"about_ca_topic_score_gemma":0.4223455,"domain_scores_codex":[0.9989436,0.0002833017,0.00002651221,0.000262298,0.0001781424,0.0003060649],"domain_scores_gemma":[0.9991756,0.0001282398,0.0000571948,0.0001471933,0.000191018,0.0003006799],"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":[0.00009177858,0.00004085047,0.004814418,0.0001668551,0.00002262584,0.0009494786,0.219996,0.0001955997,0.0006205175,0.5633368,0.1084143,0.1013507],"study_design_scores_gemma":[0.000001555047,0.00001042328,0.0024181,0.00009592397,0.000004017737,0.0000921428,0.01925518,0.00001182055,0.00009899564,0.00441241,0.9735925,0.000006922352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04523899,0.006956724,0.001492162,0.01556816,0.001726305,0.00005381443,0.0003075217,0.00009523715,0.9285612],"genre_scores_gemma":[0.3250631,0.004788774,0.0009710946,0.003280473,0.0003146643,0.00003264791,0.0002293107,0.0002304309,0.6650895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2427144,"threshold_uncertainty_score":0.4826033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407676204","doi":"10.1177/036063251504500410","title":"A Tree G Lows in Calgary","year":2015,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Plant Ecology and Soil Science","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":"","keywords":"Tree (set theory); Forestry; Geology; Geography; Mathematics; Combinatorics","authors":[{"name":"Samantha Schwirck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02429141046245286,"gpt":0.2269545151543605,"spread":0.2026631046919076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002144209,0.0002825694,0.0003071094,0.0006364459,0.008035677,0.001897464,0.000888063,0.001208891,0.01784119],"category_scores_gemma":[0.0002763594,0.0002746033,0.0002280831,0.0009825001,0.001619057,0.0004412527,0.001824306,0.002359916,0.001787905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005794489,"about_ca_system_score_gemma":0.003591727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.366533,"about_ca_topic_score_gemma":0.8199316,"domain_scores_codex":[0.9997643,0.00001748466,0.000003358742,0.00006919914,0.00004831317,0.00009750039],"domain_scores_gemma":[0.9998301,0.00001275156,0.00000812468,0.00001014742,0.00003680821,0.0001020081],"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":[0.001383643,0.0005401591,0.1288284,0.0005681831,0.000126699,0.06029746,0.04254566,0.002715892,0.04268996,0.04406436,0.2352301,0.4410095],"study_design_scores_gemma":[0.00004243963,0.0003010625,0.2221684,0.0002644638,0.00003202302,0.00215479,0.02824117,0.0004828828,0.001767539,0.002502802,0.7419931,0.00004927067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6553988,0.00328692,0.002237941,0.01135744,0.002102453,0.0002269975,0.001114086,0.0003870815,0.3238883],"genre_scores_gemma":[0.5760868,0.001160936,0.004798634,0.004394043,0.0002406667,0.00003279764,0.0006747148,0.0001638757,0.4124476],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.633467,"threshold_uncertainty_score":0.728799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407982759","doi":"10.1177/036063251504500810","title":"Façade Fresh","year":2015,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Architecture, Modernity, and Design","field":"Engineering","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":"Art","authors":[{"name":"Paul Tarricone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03302616271663448,"gpt":0.2351576093798333,"spread":0.2021314466631988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004094387,0.001294859,0.0005055028,0.001353826,0.009959017,0.006917553,0.001018001,0.001628925,0.443985],"category_scores_gemma":[0.001360948,0.0006410155,0.0007062625,0.001007885,0.002057117,0.002452504,0.004301319,0.003920369,0.1581308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006706236,"about_ca_system_score_gemma":0.005778756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.257008,"about_ca_topic_score_gemma":0.6607316,"domain_scores_codex":[0.9993892,0.00003062269,0.00001127396,0.0001080904,0.0002784669,0.0001823947],"domain_scores_gemma":[0.9989806,0.00002456695,0.00001776748,0.0001087945,0.000406355,0.0004619831],"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":[0.00007769524,0.00004818676,0.001591315,0.0001059416,0.00001124116,0.0003113476,0.004624926,0.0002190583,0.003033647,0.02149035,0.8775802,0.09090606],"study_design_scores_gemma":[0.00000237779,0.000009706276,0.001345386,0.00002609663,0.000003004656,0.00003983392,0.001436562,0.00002008628,0.0001772859,0.0004805207,0.9964492,0.00000990508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007284875,0.001181667,0.003628126,0.009265735,0.004420757,0.0001597727,0.002298669,0.002891487,0.9688689],"genre_scores_gemma":[0.01346304,0.0002821033,0.001334399,0.0009679474,0.0001910504,0.00001367835,0.0004277542,0.0007523537,0.9825677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.443985,"threshold_uncertainty_score":0.793088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414883823","doi":"10.1177/036063252205200912","title":"A Bard for all Seasons","year":2022,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","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":"Moonlight; Natural (archaeology); Feature (linguistics); Period (music)","authors":[{"name":"Samantha Schwirck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06019838640897117,"gpt":0.25650480266293,"spread":0.1963064162539588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005930442,0.0007949015,0.0006004998,0.0007757838,0.008678808,0.005695756,0.001147927,0.001684929,0.5410511],"category_scores_gemma":[0.001248052,0.0004634124,0.0006059117,0.0006979842,0.001255628,0.00182525,0.00546805,0.004380057,0.2918464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223124,"about_ca_system_score_gemma":0.003442426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03834536,"about_ca_topic_score_gemma":0.1462075,"domain_scores_codex":[0.9993216,0.00006580013,0.0000143409,0.0001093123,0.0002351979,0.0002539223],"domain_scores_gemma":[0.9987324,0.00002614054,0.00002040037,0.0001475822,0.0004413792,0.0006321857],"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":[0.00004878864,0.00004451662,0.0002351264,0.00003034525,0.000003218868,0.00007186006,0.0005696951,0.00002305003,0.0005991861,0.004582232,0.9539771,0.03981474],"study_design_scores_gemma":[0.000003328155,0.000009857434,0.0005467882,0.00001641777,8.208189e-7,0.00002734051,0.0006960512,0.000006864392,0.00004973417,0.0001658166,0.9984724,0.000004499761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00338527,0.000615284,0.001061576,0.00872853,0.01111602,0.000130583,0.001403977,0.001551891,0.9720069],"genre_scores_gemma":[0.003622638,0.00008450535,0.0002573307,0.0006016552,0.0001499372,0.00001393547,0.0001429911,0.00024681,0.9948803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5410511,"threshold_uncertainty_score":0.6546349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406948429","doi":"10.1177/036063250703700813","title":"Dinner and a Show","year":2007,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological 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":"Geology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01862427291245966,"gpt":0.2196795650170673,"spread":0.2010552921046077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004592812,0.0008619489,0.0002930715,0.0004899912,0.007887633,0.003843886,0.001130172,0.0013003,0.1519183],"category_scores_gemma":[0.0006034861,0.0003040597,0.0007891016,0.0005098437,0.001370782,0.001028723,0.002979204,0.002359853,0.01976805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002773043,"about_ca_system_score_gemma":0.002055983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1515187,"about_ca_topic_score_gemma":0.4888119,"domain_scores_codex":[0.9996359,0.00005261424,0.000003934419,0.00004768647,0.00009173488,0.0001681174],"domain_scores_gemma":[0.999324,0.0000132544,0.000007572667,0.00003136012,0.00008367198,0.0005402136],"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":[0.0005126462,0.000688605,0.006430328,0.0002335749,0.00006809206,0.001971052,0.02223646,0.0004993131,0.02166568,0.02265799,0.8118619,0.1111744],"study_design_scores_gemma":[0.00002284249,0.0001683501,0.01255292,0.00005581356,0.00001841456,0.0002336529,0.01671694,0.0001481389,0.001068357,0.0004297531,0.9685362,0.00004869798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.129642,0.00162565,0.005464831,0.01465151,0.005882696,0.0004177114,0.001829643,0.002232021,0.8382538],"genre_scores_gemma":[0.1653633,0.0005106808,0.004742775,0.001763633,0.0004108017,0.0001117709,0.0007898017,0.0006734783,0.8256338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1519183,"threshold_uncertainty_score":0.5082173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406082246","doi":"10.1177/036063251904901011","title":"Cleaning out the Clutter","year":2019,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Library Collection Development and Digital Resources","field":"Computer 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":"","keywords":"Clutter; Computer science; Environmental science; Radar; Telecommunications","authors":[{"name":"Paul Tarricone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01296421113207811,"gpt":0.2001513675258583,"spread":0.1871871563937802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003623945,0.002001607,0.001290616,0.004073425,0.01010218,0.01502559,0.002264331,0.002969989,0.07185394],"category_scores_gemma":[0.02080848,0.001232336,0.001349545,0.004120494,0.004707709,0.01229089,0.007825138,0.005277072,0.06130046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003393811,"about_ca_system_score_gemma":0.008524327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0508428,"about_ca_topic_score_gemma":0.07908347,"domain_scores_codex":[0.9958267,0.0006962187,0.000198802,0.0004949245,0.002187916,0.0005954776],"domain_scores_gemma":[0.9831904,0.002482772,0.0004794127,0.00318933,0.008990956,0.001667223],"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":[0.0001494468,0.000139509,0.002743854,0.0005634673,0.00004555651,0.0006880661,0.01054075,0.000531889,0.007893398,0.01967287,0.6795174,0.2775137],"study_design_scores_gemma":[0.00001549344,0.0000250644,0.00172088,0.0002529081,0.0000373524,0.0006959183,0.005871291,0.0004805147,0.003641868,0.009405088,0.9777884,0.00006511101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04670469,0.01213033,0.2544987,0.08030023,0.02043812,0.0006506822,0.002538434,0.0414161,0.5413228],"genre_scores_gemma":[0.1435266,0.009352673,0.2396296,0.04503853,0.004270294,0.0003541326,0.003081958,0.03031572,0.5244306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07185394,"threshold_uncertainty_score":0.2403753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407148561","doi":"10.1177/036063250703700110","title":"Welcome to the Inner Circle","year":2007,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Theatre and Performance Studies","field":"Arts and Humanities","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":"Geodesy; Geology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0271982060848426,"gpt":0.2421361223787236,"spread":0.214937916293881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001927809,0.00110408,0.0008026191,0.0007585594,0.007982472,0.01117159,0.001305638,0.005149234,0.4338224],"category_scores_gemma":[0.01012472,0.0004759423,0.000686559,0.0004911881,0.001678425,0.00566029,0.01158375,0.008370806,0.2950695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933421,"about_ca_system_score_gemma":0.003947579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417072,"about_ca_topic_score_gemma":0.01812763,"domain_scores_codex":[0.9974172,0.0004539386,0.00005302943,0.000332589,0.00093591,0.0008073629],"domain_scores_gemma":[0.9837558,0.0006671546,0.0002498499,0.0006751739,0.00350786,0.01114408],"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":[0.00002435563,0.00001648206,0.00006103102,0.00001746719,8.730966e-7,0.00007321166,0.0003128349,0.000007183208,0.0001307394,0.001512326,0.9850402,0.01280335],"study_design_scores_gemma":[0.000003826356,0.0000107006,0.00009769764,0.00001600625,5.905504e-7,0.00003851216,0.000535502,0.000005570528,0.00002189131,0.0003085629,0.9989562,0.000004968792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002198828,0.003648978,0.002042579,0.1456607,0.1930564,0.0002096408,0.0005489867,0.001913362,0.6507205],"genre_scores_gemma":[0.003291412,0.0004531874,0.0002865698,0.01723305,0.007147503,0.00004169557,0.0001204423,0.0004927231,0.9709334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4338224,"threshold_uncertainty_score":0.8075837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406948843","doi":"10.1177/036063251304300509","title":"Walking through Water","year":2013,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Water Governance and Infrastructure","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":"Computer science; Environmental science","authors":[{"name":"Paul Tarricone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01527500897012202,"gpt":0.2584132874824859,"spread":0.2431382785123639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003276177,0.0004364783,0.0002126593,0.0005639701,0.02268662,0.00592884,0.0006665467,0.001468665,0.02434385],"category_scores_gemma":[0.00104119,0.0003103725,0.0001844225,0.001003399,0.008003021,0.001519835,0.002886664,0.003436441,0.002064646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108877,"about_ca_system_score_gemma":0.009731632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.81568,"about_ca_topic_score_gemma":0.9557766,"domain_scores_codex":[0.9995559,0.00009511258,0.000005089293,0.00007329635,0.00009657023,0.000174055],"domain_scores_gemma":[0.9996767,0.00002708847,0.00001021306,0.00002611944,0.0001023432,0.0001574699],"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":[0.000180976,0.00009473134,0.00749963,0.0001906634,0.00003220988,0.002203012,0.2837151,0.0007179745,0.005654558,0.1729481,0.3709464,0.1558165],"study_design_scores_gemma":[0.000006409366,0.00002232319,0.004385422,0.0000917558,0.000006959093,0.0001661308,0.08682325,0.0001286209,0.0003338685,0.003596816,0.9044077,0.00003075768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1541249,0.001606873,0.005417626,0.03097394,0.001833555,0.0001003964,0.0005027218,0.0003628692,0.8050771],"genre_scores_gemma":[0.484611,0.0009789271,0.003186829,0.002839794,0.0001035293,0.00003510313,0.0001422564,0.0002361996,0.5078664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.81568,"threshold_uncertainty_score":0.370811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406081868","doi":"10.1177/036063251804800716","title":"To Infinity and Beyond","year":2018,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Architecture, Modernity, and Design","field":"Engineering","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":"Infinity; Mathematics; Mathematical analysis","authors":[{"name":"Katie Nale","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01698543408365365,"gpt":0.232384487071568,"spread":0.2153990529879143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009704965,0.0007122342,0.0003979787,0.0007264873,0.01046534,0.01130915,0.0008406667,0.002232483,0.02950085],"category_scores_gemma":[0.0020668,0.0002293398,0.0004135451,0.0005877975,0.03245638,0.008717645,0.006028891,0.005033466,0.003989911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008063349,"about_ca_system_score_gemma":0.005246297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06610227,"about_ca_topic_score_gemma":0.09429007,"domain_scores_codex":[0.9990358,0.0002960596,0.00001653344,0.0001867926,0.0002140852,0.0002506388],"domain_scores_gemma":[0.9992684,0.0001452039,0.00002876273,0.0001710075,0.000173535,0.0002131217],"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":[0.00001297545,0.000004033615,0.0001117933,0.000014694,0.000001828105,0.00004108911,0.007649071,0.00007362493,0.000131308,0.975546,0.01055292,0.005860603],"study_design_scores_gemma":[0.000006252944,0.00001626781,0.0002855556,0.0001077663,0.000004238154,0.00007231098,0.009405877,0.0001544283,0.0001571644,0.2925175,0.6972522,0.00002032111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01444065,0.00654517,0.006430333,0.01713583,0.001103028,0.00001536061,0.0000800491,0.0001515297,0.9540981],"genre_scores_gemma":[0.5860448,0.005044261,0.003569551,0.006771453,0.0006767638,0.00005507702,0.000114376,0.000399834,0.3973239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06610227,"threshold_uncertainty_score":0.131435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409208837","doi":"10.1177/036063251604600314","title":"A Sonata of Light","year":2016,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Sound Studies and Aurality","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":"Piano sonata; Art; Art history","authors":[{"name":"Leonora Desar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03650614170955831,"gpt":0.3103922014367967,"spread":0.2738860597272385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005284345,0.001019966,0.0004181309,0.001244581,0.006380105,0.00442302,0.0006696169,0.001253571,0.03774013],"category_scores_gemma":[0.001386857,0.0003445499,0.0003868966,0.001373537,0.004924097,0.001396458,0.002347263,0.003165612,0.005548809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009205128,"about_ca_system_score_gemma":0.007285335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3509909,"about_ca_topic_score_gemma":0.6462021,"domain_scores_codex":[0.9995347,0.00005899397,0.00001215524,0.00007894146,0.0002363247,0.00007887545],"domain_scores_gemma":[0.9994948,0.00008137948,0.00001552454,0.00004543796,0.0001742998,0.0001886286],"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":[0.000223376,0.00002113784,0.0008656687,0.0003948135,0.0000161628,0.0004089033,0.0147461,0.0002018573,0.00478108,0.1337217,0.69371,0.1509092],"study_design_scores_gemma":[0.000004231752,0.00002141526,0.001120835,0.00007610818,0.000004676641,0.00008928157,0.001623553,0.00003129765,0.0002608746,0.001304039,0.9954516,0.00001210846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01362329,0.07243882,0.01182573,0.02874961,0.04295669,0.0001165813,0.001709685,0.001454656,0.8271249],"genre_scores_gemma":[0.07175171,0.0144636,0.004166381,0.003049455,0.003338739,0.00004667741,0.0003181974,0.0005177035,0.9023474],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3509909,"threshold_uncertainty_score":0.6978958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406948182","doi":"10.1177/036063251204200111","title":"Why Ride when you Can Walk?","year":2012,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Urban Transport and Accessibility","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":"Computer science","authors":[{"name":"Vilma Barr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0333257165154011,"gpt":0.2893037107156671,"spread":0.255977994200266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009103167,0.0007590508,0.0004288079,0.0005219937,0.008402646,0.004593626,0.001007064,0.003168799,0.06805306],"category_scores_gemma":[0.003870751,0.0003134419,0.0003749888,0.0006074723,0.003133199,0.00342032,0.001630683,0.003596879,0.03616403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003091478,"about_ca_system_score_gemma":0.004405073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.250959,"about_ca_topic_score_gemma":0.5597119,"domain_scores_codex":[0.9991845,0.0001735144,0.00002126834,0.0000891127,0.0002072286,0.0003242591],"domain_scores_gemma":[0.9982722,0.00009699031,0.00004448372,0.00007724825,0.000845184,0.000663863],"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":[0.00004644716,0.00006669792,0.002742558,0.0001012578,0.00001497561,0.0001863915,0.003134054,0.00006209653,0.0005248517,0.005710879,0.9149939,0.07241584],"study_design_scores_gemma":[0.00002094824,0.00004235092,0.002932568,0.000238705,0.0000193829,0.0002477334,0.02070005,0.0001034736,0.000364247,0.002925794,0.9723557,0.00004911364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02535277,0.007413375,0.01363106,0.363783,0.02194978,0.0001949306,0.0008992835,0.004420626,0.5623552],"genre_scores_gemma":[0.1750164,0.004885518,0.01059324,0.05769534,0.001583914,0.0001690339,0.0004230956,0.001241499,0.748392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.250959,"threshold_uncertainty_score":0.4989966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409207482","doi":"10.1177/036063251704700312","title":"Ship Shape","year":2017,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","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":"Geography; Geology","authors":[{"name":"Samantha Schwirck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05605884216220005,"gpt":0.2543562078205898,"spread":0.1982973656583897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002285566,0.0004150301,0.0002079394,0.001066686,0.005687217,0.004610515,0.0005110506,0.0008191164,0.04628602],"category_scores_gemma":[0.00120111,0.0002995192,0.0002889409,0.001269062,0.002560287,0.0007031387,0.002125312,0.001430722,0.008381836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970829,"about_ca_system_score_gemma":0.003226219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2902946,"about_ca_topic_score_gemma":0.669868,"domain_scores_codex":[0.9996252,0.00003697886,0.000006286313,0.00006632395,0.0001882002,0.00007700731],"domain_scores_gemma":[0.9995416,0.00004252311,0.0000211439,0.00005812474,0.0002203911,0.0001162112],"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":[0.000433352,0.0001164194,0.06770873,0.0003289981,0.00004049037,0.004112325,0.08285995,0.003046671,0.01375536,0.1057615,0.2838333,0.4380029],"study_design_scores_gemma":[0.000004002025,0.0000360038,0.04463403,0.0001177673,0.000009304063,0.001009304,0.02413133,0.0005604237,0.001123333,0.001538212,0.9267974,0.00003890434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1202754,0.0004717113,0.006913684,0.002175158,0.0005193593,0.00007057191,0.00156194,0.000411185,0.867601],"genre_scores_gemma":[0.5978714,0.0005790169,0.005635582,0.0005134391,0.00006096813,0.00002759154,0.001063067,0.000646391,0.3936025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2902946,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406948579","doi":"10.1177/036063251204200810","title":"Trinity Triumph","year":2012,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Reformation and Early Modern Christianity","field":"Arts and Humanities","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":"Philosophy","authors":[{"name":"Vilma Barr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05947948369597983,"gpt":0.2436727745494682,"spread":0.1841932908534884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006956115,0.0004398804,0.0002215847,0.0006803271,0.01192918,0.003204405,0.0008202517,0.001280253,0.1490752],"category_scores_gemma":[0.001280694,0.0002622556,0.000206488,0.0004396909,0.003327477,0.0009229189,0.004361138,0.003070561,0.01664232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01347434,"about_ca_system_score_gemma":0.01490514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4088237,"about_ca_topic_score_gemma":0.7771077,"domain_scores_codex":[0.9991528,0.00008763452,0.000009234964,0.0001012153,0.0002144966,0.0004345588],"domain_scores_gemma":[0.9993635,0.00002638865,0.00001305557,0.0000289431,0.0001721514,0.0003959474],"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":[0.0000407668,0.00001362647,0.0008227785,0.0000616314,0.000002970616,0.0003468054,0.003684093,0.00004607591,0.0004535364,0.1533682,0.8129398,0.02821974],"study_design_scores_gemma":[0.000002657491,0.000005758323,0.0008006038,0.00002297268,8.733305e-7,0.00003691167,0.0007807493,0.000007741844,0.00007374006,0.0007611556,0.9975016,0.000005155253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01169348,0.001679427,0.0007927513,0.02462477,0.005048844,0.00008956236,0.0006932102,0.0003852318,0.9549927],"genre_scores_gemma":[0.03062997,0.0002426116,0.0003373137,0.002317962,0.0001597999,0.00002791956,0.0001131385,0.0001159859,0.9660553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4088237,"threshold_uncertainty_score":0.8128882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406947559","doi":"10.1177/036063251304300111","title":"Back on the Grid","year":2013,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"American Environmental and Regional History","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":"","keywords":"Grid; Computer science; Geology; Geodesy","authors":[{"name":"Paul Tarricone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01164887492012681,"gpt":0.1810758281141946,"spread":0.1694269531940678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008924175,0.0006978709,0.0004208552,0.000810534,0.008755893,0.01123829,0.001423024,0.002663946,0.2707267],"category_scores_gemma":[0.003768823,0.0002972721,0.0003946608,0.0009282995,0.004500838,0.005539374,0.00412641,0.007031158,0.08986434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00982387,"about_ca_system_score_gemma":0.01103078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4326852,"about_ca_topic_score_gemma":0.602946,"domain_scores_codex":[0.9990326,0.00009256517,0.00001186201,0.0001191767,0.0003217144,0.0004221088],"domain_scores_gemma":[0.997829,0.00006739296,0.00003111235,0.0001605659,0.0009055422,0.001006228],"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":[0.00002414484,0.00001320046,0.0002484996,0.00001407865,0.000003070082,0.00005297925,0.0003761715,0.00003484259,0.0001061289,0.03104242,0.9471182,0.02096627],"study_design_scores_gemma":[0.000003886822,0.000003914513,0.0002206757,0.00002263984,0.000001376896,0.00001001759,0.0005262645,0.00001505922,0.00003115751,0.002004638,0.9971558,0.000004677188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003611972,0.003595189,0.001912203,0.2112586,0.02731257,0.00004104042,0.001067634,0.001247611,0.7499532],"genre_scores_gemma":[0.02155858,0.001415847,0.0006113144,0.02500619,0.001220035,0.00001593977,0.0003887735,0.0005116098,0.9492716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4326852,"threshold_uncertainty_score":0.9056712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407706602","doi":"10.1177/036063250103100208","title":"Illumination for the Congregation","year":2001,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Religious Tourism and Spaces","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":"Psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03077804296037107,"gpt":0.3157780471950298,"spread":0.2850000042346587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000653339,0.0005293241,0.0001708505,0.0002515789,0.004443981,0.002955717,0.0004190876,0.001205041,0.06572205],"category_scores_gemma":[0.001225679,0.0001837783,0.0003594189,0.000197286,0.0008088332,0.001289196,0.002326389,0.003363844,0.01694294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775016,"about_ca_system_score_gemma":0.001448779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01211976,"about_ca_topic_score_gemma":0.05246134,"domain_scores_codex":[0.9996283,0.0000857616,0.000006741511,0.00004675691,0.0001139578,0.0001184765],"domain_scores_gemma":[0.9995003,0.0000374406,0.00001675325,0.00005314484,0.000152069,0.0002403473],"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":[0.0000287772,0.0000202163,0.0003686808,0.00004256349,0.00000419631,0.00009014551,0.0004946995,0.00003718893,0.0006000976,0.008800097,0.9498955,0.03961778],"study_design_scores_gemma":[0.000001235986,0.00001148993,0.0004226094,0.00001635228,9.052778e-7,0.00004668529,0.0003089333,0.00001141328,0.0001313345,0.0001723406,0.9988733,0.000003453809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009802546,0.01947311,0.003090307,0.1242373,0.04810268,0.0001085161,0.0007191575,0.001164265,0.7933021],"genre_scores_gemma":[0.03382887,0.003819058,0.001636097,0.01010946,0.002115508,0.00004031072,0.0001995469,0.0003268221,0.9479243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06572205,"threshold_uncertainty_score":0.2198622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406331103","doi":"10.1177/036063251704701110","title":"Ottawa Does a 180","year":2017,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Geography","authors":[{"name":"Paul Tarricone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02485375742011092,"gpt":0.310106915843976,"spread":0.2852531584238651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001273922,0.001037781,0.0009170347,0.002429368,0.007222527,0.00736707,0.001805366,0.004821615,0.7064957],"category_scores_gemma":[0.004882356,0.001394783,0.0008618458,0.003968201,0.001886359,0.00245878,0.002176685,0.002217815,0.3826956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01274409,"about_ca_system_score_gemma":0.0328147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7128085,"about_ca_topic_score_gemma":0.877613,"domain_scores_codex":[0.9980129,0.0001954329,0.0001255693,0.0003654415,0.0009128801,0.0003877854],"domain_scores_gemma":[0.9959289,0.0005594713,0.0001413215,0.001024956,0.001539739,0.0008056248],"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":[0.0000384948,0.00001794475,0.0003314659,0.0001222376,0.000005866171,0.00009018064,0.0001455337,0.0001203697,0.0002508616,0.02121951,0.9459039,0.03175357],"study_design_scores_gemma":[0.000004203498,0.000002762427,0.0003986164,0.00002685826,0.00000258585,0.00001175182,0.000092467,0.00003965799,0.00004873082,0.0005014662,0.9988614,0.000009475892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007073332,0.001172299,0.0004516324,0.004645401,0.001657754,0.00007034291,0.005258848,0.0008932567,0.9851431],"genre_scores_gemma":[0.001296937,0.0001699306,0.0001404283,0.0003518823,0.00003070366,0.00001430028,0.0003831724,0.0001758175,0.9974369],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7064957,"threshold_uncertainty_score":0.5777656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407234440","doi":"10.1177/036063250703700708","title":"Montreal Makes Its Mark","year":2007,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Theatre and Performance Studies","field":"Arts and Humanities","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":"History; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02717936586201145,"gpt":0.2353239534256432,"spread":0.2081445875636318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005062816,0.0006098851,0.0003149174,0.0008618052,0.006044711,0.006217997,0.001025807,0.001291816,0.1942586],"category_scores_gemma":[0.001464169,0.000311128,0.0003373352,0.001276308,0.002305756,0.001236386,0.002466243,0.001971261,0.02399652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01237028,"about_ca_system_score_gemma":0.01319678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8139177,"about_ca_topic_score_gemma":0.9286166,"domain_scores_codex":[0.9993917,0.00005250546,0.000007803384,0.00009348441,0.0002836002,0.0001709776],"domain_scores_gemma":[0.999158,0.00003494426,0.00002200777,0.00006842942,0.0003170285,0.0003995423],"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":[0.00004667782,0.00001232203,0.0005548557,0.00004323733,0.000006627663,0.0001162021,0.0006602479,0.0001203838,0.0006723846,0.04112459,0.9025523,0.05409018],"study_design_scores_gemma":[0.000002127386,0.000003756243,0.0008706761,0.000007489383,0.000001289968,0.00001031246,0.0001813979,0.0000185372,0.00005851818,0.000274102,0.9985656,0.000006258056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005655234,0.003171923,0.001987714,0.02532367,0.00895051,0.00008691723,0.002432812,0.001784668,0.9506064],"genre_scores_gemma":[0.03488211,0.0006434709,0.001093999,0.001618051,0.0005087185,0.00002772433,0.0004826761,0.0003841851,0.960359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1942586,"threshold_uncertainty_score":0.6498597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}