{"meta":{"query_hash":"c2744a5f1d37","filters":{"venue":"Lighting Design + Application"},"cohort_total":28,"direct_labels_cover":0,"predictions_cover":28,"exported":28,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c2744a5f1d37","api":"https://metacan.xera.ac/api/v1/cohort?venue=Lighting+Design+%2B+Application"},"results":[{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infinity; Mathematics; Mathematical analysis","score_opus":0.016985434083653647,"score_gpt":0.23238448707156797,"score_spread":0.21539905298791434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406081868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014440652,0.00654517,0.006430333,0.017135825,0.0011030276,0.000015360605,0.0000800491,0.00015152973,0.9540981],"genre_scores_gemma":[0.58604485,0.0050442605,0.0035695508,0.006771453,0.00067676377,0.00005507702,0.000114375995,0.00039983398,0.3973239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903584,0.00029605956,0.000016533439,0.00018679257,0.00021408523,0.0002506388],"domain_scores_gemma":[0.99926835,0.00014520393,0.000028762732,0.00017100754,0.00017353495,0.0002131217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009704965,0.0007122342,0.0003979787,0.00072648725,0.010465343,0.0113091525,0.0008406667,0.0022324827,0.029500848],"category_scores_gemma":[0.0020668004,0.00022933981,0.0004135451,0.00058779755,0.032456376,0.008717645,0.006028891,0.0050334665,0.0039899107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012975448,0.000004033615,0.00011179334,0.000014693997,0.0000018281054,0.000041089108,0.007649071,0.000073624935,0.00013130796,0.975546,0.0105529195,0.0058606034],"study_design_scores_gemma":[0.000006252944,0.000016267808,0.0002855556,0.000107766275,0.000004238154,0.000072310984,0.009405877,0.00015442829,0.00015716444,0.29251745,0.6972522,0.000020321111],"about_ca_topic_score_codex":0.066102274,"about_ca_topic_score_gemma":0.09429007,"teacher_disagreement_score":0.066102274,"about_ca_system_score_codex":0.008063349,"about_ca_system_score_gemma":0.005246297,"threshold_uncertainty_score":0.13143504},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clutter; Computer science; Environmental science; Radar; Telecommunications","score_opus":0.012964211132078109,"score_gpt":0.20015136752585827,"score_spread":0.18718715639378017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406082246","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046704695,0.012130335,0.25449866,0.08030023,0.020438118,0.0006506822,0.0025384342,0.041416105,0.54132277],"genre_scores_gemma":[0.1435266,0.009352673,0.23962958,0.045038525,0.0042702937,0.00035413256,0.003081958,0.030315721,0.5244306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99582666,0.0006962187,0.00019880198,0.0004949245,0.002187916,0.00059547764],"domain_scores_gemma":[0.9831904,0.0024827716,0.00047941273,0.00318933,0.0089909565,0.0016672228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036239454,0.0020016066,0.0012906165,0.004073425,0.010102177,0.015025591,0.0022643306,0.0029699889,0.071853936],"category_scores_gemma":[0.020808483,0.0012323357,0.0013495447,0.004120494,0.004707709,0.012290889,0.007825138,0.005277072,0.06130046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014944685,0.00013950904,0.0027438544,0.00056346727,0.00004555651,0.0006880661,0.010540747,0.000531889,0.007893398,0.019672867,0.67951745,0.27751374],"study_design_scores_gemma":[0.000015493444,0.000025064399,0.0017208803,0.00025290812,0.000037352398,0.00069591834,0.005871291,0.00048051466,0.0036418682,0.009405088,0.9777884,0.00006511101],"about_ca_topic_score_codex":0.050842796,"about_ca_topic_score_gemma":0.079083465,"teacher_disagreement_score":0.071853936,"about_ca_system_score_codex":0.0033938114,"about_ca_system_score_gemma":0.008524327,"threshold_uncertainty_score":0.24037534},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.08561464355793874,"score_gpt":0.22907660758884016,"score_spread":0.14346196403090142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406111628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008404451,0.002864233,0.0011387706,0.032190688,0.0064309193,0.000091203,0.0021425055,0.00036355076,0.9463737],"genre_scores_gemma":[0.0144065255,0.00034571387,0.00014411897,0.0018767299,0.00020951437,0.000012780251,0.00024421958,0.00007878458,0.9826816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986211,0.00007275369,0.000016824973,0.00023720649,0.0007022307,0.0003499243],"domain_scores_gemma":[0.9986878,0.00010894909,0.00003826293,0.00012953987,0.0006190192,0.00041641164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011680168,0.0006219664,0.00030627227,0.0010177575,0.006314421,0.008035833,0.0008905504,0.0033034645,0.13230082],"category_scores_gemma":[0.0022586875,0.000390979,0.0004397987,0.00083753123,0.0033074252,0.001791471,0.0025244085,0.004363797,0.026463343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007538041,0.000017930133,0.0006625352,0.00005721054,0.0000067388346,0.00033247093,0.0014932648,0.00008423074,0.0007624309,0.122941494,0.84932363,0.024242664],"study_design_scores_gemma":[0.0000027984756,0.0000050161107,0.0005773674,0.000013551109,0.0000012745522,0.000024592195,0.00029346943,0.000024314426,0.000109552486,0.00042612475,0.9985177,0.000004266979],"about_ca_topic_score_codex":0.4627497,"about_ca_topic_score_gemma":0.7326842,"teacher_disagreement_score":0.4627497,"about_ca_system_score_codex":0.019069243,"about_ca_system_score_gemma":0.011285866,"threshold_uncertainty_score":0.9201124},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.02485375742011092,"score_gpt":0.31010691584397604,"score_spread":0.2852531584238651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406331103","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070733315,0.001172299,0.00045163243,0.0046454007,0.0016577537,0.00007034291,0.005258848,0.00089325674,0.9851431],"genre_scores_gemma":[0.0012969369,0.00016993056,0.00014042831,0.00035188228,0.000030703657,0.000014300277,0.0003831724,0.00017581752,0.9974369],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980129,0.00019543289,0.00012556934,0.00036544155,0.0009128801,0.0003877854],"domain_scores_gemma":[0.99592894,0.0005594713,0.00014132152,0.0010249558,0.0015397387,0.0008056248],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012739222,0.001037781,0.0009170347,0.0024293684,0.0072225267,0.0073670703,0.0018053657,0.0048216153,0.7064957],"category_scores_gemma":[0.0048823557,0.0013947835,0.0008618458,0.0039682006,0.0018863586,0.00245878,0.0021766846,0.0022178148,0.38269556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038494796,0.000017944749,0.00033146585,0.00012223756,0.0000058661713,0.00009018064,0.00014553369,0.00012036975,0.00025086157,0.02121951,0.9459039,0.03175357],"study_design_scores_gemma":[0.000004203498,0.000002762427,0.00039861642,0.000026858257,0.00000258585,0.000011751824,0.000092467,0.000039657985,0.000048730817,0.00050146616,0.99886143,0.000009475892],"about_ca_topic_score_codex":0.7128085,"about_ca_topic_score_gemma":0.877613,"teacher_disagreement_score":0.7064957,"about_ca_system_score_codex":0.0127440905,"about_ca_system_score_gemma":0.032814696,"threshold_uncertainty_score":0.57776564},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; History","score_opus":0.058353763667531186,"score_gpt":0.28967882901327774,"score_spread":0.23132506534574654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406626389","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045238994,0.0069567235,0.0014921619,0.0155681595,0.0017263049,0.00005381443,0.00030752167,0.00009523715,0.9285612],"genre_scores_gemma":[0.32506314,0.0047887736,0.0009710946,0.0032804727,0.00031466433,0.00003264791,0.00022931068,0.00023043089,0.6650895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989436,0.0002833017,0.000026512213,0.00026229798,0.00017814239,0.00030606493],"domain_scores_gemma":[0.9991756,0.00012823977,0.0000571948,0.00014719332,0.00019101804,0.00030067985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000886197,0.00038823634,0.00035638493,0.0014442069,0.020714546,0.010948718,0.0008990424,0.0013209827,0.051853064],"category_scores_gemma":[0.0021058617,0.00031447693,0.0002017963,0.0019658408,0.018112587,0.005220735,0.005621761,0.004123381,0.0047391527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009177858,0.00004085047,0.004814418,0.00016685514,0.000022625836,0.00094947865,0.21999604,0.00019559974,0.00062051753,0.5633368,0.108414285,0.10135066],"study_design_scores_gemma":[0.0000015550468,0.000010423282,0.0024181,0.00009592397,0.0000040177365,0.0000921428,0.01925518,0.000011820546,0.00009899564,0.00441241,0.97359246,0.0000069223515],"about_ca_topic_score_codex":0.2427144,"about_ca_topic_score_gemma":0.42234552,"teacher_disagreement_score":0.2427144,"about_ca_system_score_codex":0.0139838895,"about_ca_system_score_gemma":0.008035589,"threshold_uncertainty_score":0.4826033},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Daylighting; Research council; Computer graphics (images); Computer science; Environmental science; Engineering; Architectural engineering","score_opus":0.16324733534377198,"score_gpt":0.31939041715594285,"score_spread":0.15614308181217088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406947396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5781284,0.0057383035,0.39261836,0.0013572683,0.00023772984,0.00009676694,0.0029414499,0.0040317965,0.014850017],"genre_scores_gemma":[0.958607,0.0015432971,0.03322534,0.000088681496,0.000031408177,0.000024873558,0.001193459,0.00017477559,0.005111175],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957234,0.000021048781,0.000012023492,0.00006153143,0.00029468825,0.00003838926],"domain_scores_gemma":[0.9991912,0.00016325047,0.000056227494,0.00007909726,0.00047905743,0.000031102125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005212243,0.00065058365,0.0006033717,0.00057927344,0.0004191917,0.00108969,0.0010673983,0.0005477186,0.0014631811],"category_scores_gemma":[0.0013546409,0.0001775097,0.00059107004,0.0011892114,0.00025907325,0.0005723466,0.00031679976,0.0005980896,0.0006286818],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024649024,0.00022946118,0.059363376,0.00042564643,0.00009774605,0.00011600459,0.00020093711,0.56451225,0.072468676,0.0035998481,0.009924775,0.28881484],"study_design_scores_gemma":[0.000008595287,0.00016118324,0.023815695,0.00003519339,0.000044016117,0.000042617234,0.000106600564,0.9192069,0.045001805,0.0011895878,0.0103321355,0.000055683948],"about_ca_topic_score_codex":0.13361906,"about_ca_topic_score_gemma":0.13705823,"teacher_disagreement_score":0.86638093,"about_ca_system_score_codex":0.0022828162,"about_ca_system_score_gemma":0.0013916721,"threshold_uncertainty_score":0.26568264},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glory; Environmental science; Physics; Optics","score_opus":0.009551999730187893,"score_gpt":0.18591709806687098,"score_spread":0.1763650983366831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406947537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45102975,0.0043390226,0.0016627844,0.044444352,0.0038563095,0.00013846344,0.0016053275,0.0008963297,0.49202776],"genre_scores_gemma":[0.5233556,0.0017815948,0.0026514833,0.0073279785,0.00028086134,0.000028690809,0.0007127467,0.00046532913,0.4633957],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965847,0.000041865587,0.0000051948978,0.000070037146,0.0000779586,0.00014650158],"domain_scores_gemma":[0.9997608,0.000008299771,0.000010320881,0.000009841776,0.0000837552,0.00012690407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036236874,0.00033023395,0.00022094927,0.0005080262,0.010504781,0.003080164,0.00085538253,0.0012850943,0.04552002],"category_scores_gemma":[0.00036361886,0.00037788425,0.00020509292,0.0011322895,0.002485657,0.0008352725,0.0021660486,0.002228922,0.004461775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024207671,0.00015564941,0.050387412,0.00029474348,0.000027927676,0.0024610504,0.052863274,0.00032960618,0.008670692,0.005478747,0.67266923,0.20641951],"study_design_scores_gemma":[0.000014211657,0.00008636613,0.23922563,0.00016034214,0.00001698175,0.00043698386,0.12876521,0.0001030784,0.0007491007,0.0005105659,0.6298846,0.00004686773],"about_ca_topic_score_codex":0.53122747,"about_ca_topic_score_gemma":0.9303384,"teacher_disagreement_score":0.46877253,"about_ca_system_score_codex":0.0054133506,"about_ca_system_score_gemma":0.006052179,"threshold_uncertainty_score":0.9430665},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grid; Computer science; Geology; Geodesy","score_opus":0.01164887492012681,"score_gpt":0.18107582811419462,"score_spread":0.1694269531940678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406947559","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036119719,0.003595189,0.0019122032,0.21125858,0.027312571,0.000041040417,0.0010676337,0.0012476114,0.74995315],"genre_scores_gemma":[0.021558583,0.001415847,0.0006113144,0.025006194,0.0012200347,0.000015939773,0.00038877354,0.0005116098,0.9492716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990326,0.00009256517,0.00001186201,0.00011917667,0.00032171444,0.00042210883],"domain_scores_gemma":[0.997829,0.00006739296,0.000031112348,0.00016056592,0.0009055422,0.001006228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008924175,0.00069787086,0.00042085518,0.000810534,0.008755893,0.01123829,0.0014230235,0.0026639462,0.27072674],"category_scores_gemma":[0.0037688229,0.00029727205,0.00039466083,0.0009282995,0.004500838,0.005539374,0.0041264095,0.0070311576,0.08986434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002414484,0.000013200462,0.00024849956,0.000014078646,0.000003070082,0.000052979245,0.00037617155,0.00003484259,0.000106128944,0.031042423,0.9471182,0.020966267],"study_design_scores_gemma":[0.0000038868216,0.000003914513,0.00022067572,0.000022639835,0.0000013768964,0.0000100175885,0.00052626454,0.0000150592205,0.000031157513,0.0020046376,0.9971558,0.000004677188],"about_ca_topic_score_codex":0.4326852,"about_ca_topic_score_gemma":0.60294604,"teacher_disagreement_score":0.4326852,"about_ca_system_score_codex":0.00982387,"about_ca_system_score_gemma":0.0110307755,"threshold_uncertainty_score":0.9056712},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0333257165154011,"score_gpt":0.28930371071566713,"score_spread":0.255977994200266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406948182","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025352767,0.0074133747,0.0136310635,0.36378297,0.021949781,0.00019493065,0.0008992835,0.004420626,0.5623552],"genre_scores_gemma":[0.17501639,0.004885518,0.010593244,0.057695344,0.0015839144,0.00016903385,0.00042309557,0.0012414994,0.74839205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918455,0.00017351445,0.000021268344,0.0000891127,0.0002072286,0.00032425913],"domain_scores_gemma":[0.9982722,0.00009699031,0.000044483724,0.00007724825,0.00084518397,0.00066386303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009103167,0.0007590508,0.0004288079,0.0005219937,0.008402646,0.0045936257,0.0010070642,0.0031687988,0.06805306],"category_scores_gemma":[0.0038707512,0.00031344188,0.0003749888,0.0006074723,0.0031331987,0.0034203203,0.0016306831,0.0035968786,0.036164034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046447163,0.00006669792,0.0027425583,0.00010125778,0.000014975614,0.00018639152,0.003134054,0.00006209653,0.0005248517,0.0057108793,0.9149939,0.07241584],"study_design_scores_gemma":[0.000020948239,0.00004235092,0.0029325683,0.00023870505,0.000019382898,0.00024773343,0.02070005,0.00010347364,0.00036424704,0.002925794,0.9723557,0.000049113638],"about_ca_topic_score_codex":0.25095904,"about_ca_topic_score_gemma":0.55971193,"teacher_disagreement_score":0.25095904,"about_ca_system_score_codex":0.0030914783,"about_ca_system_score_gemma":0.004405073,"threshold_uncertainty_score":0.49899662},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.018624272912459664,"score_gpt":0.2196795650170673,"score_spread":0.20105529210460765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406948429","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.129642,0.0016256504,0.005464831,0.014651514,0.005882696,0.00041771145,0.0018296427,0.002232021,0.8382538],"genre_scores_gemma":[0.16536331,0.00051068084,0.004742775,0.0017636325,0.00041080173,0.00011177087,0.0007898017,0.0006734783,0.82563376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963593,0.000052614243,0.000003934419,0.00004768647,0.00009173488,0.00016811736],"domain_scores_gemma":[0.99932396,0.0000132543955,0.0000075726666,0.000031360123,0.000083671985,0.0005402136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045928117,0.0008619489,0.00029307147,0.00048999116,0.007887633,0.0038438858,0.0011301716,0.0013002997,0.15191829],"category_scores_gemma":[0.00060348614,0.0003040597,0.0007891016,0.0005098437,0.0013707823,0.0010287233,0.0029792038,0.0023598527,0.01976805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005126462,0.00068860495,0.0064303284,0.00023357492,0.00006809206,0.0019710525,0.022236465,0.00049931306,0.02166568,0.022657989,0.8118619,0.11117438],"study_design_scores_gemma":[0.000022842489,0.00016835009,0.012552922,0.000055813558,0.000018414557,0.00023365291,0.016716944,0.00014813888,0.0010683575,0.0004297531,0.9685362,0.00004869798],"about_ca_topic_score_codex":0.15151873,"about_ca_topic_score_gemma":0.48881188,"teacher_disagreement_score":0.15191829,"about_ca_system_score_codex":0.002773043,"about_ca_system_score_gemma":0.0020559828,"threshold_uncertainty_score":0.50821733},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Philosophy","score_opus":0.05947948369597983,"score_gpt":0.24367277454946823,"score_spread":0.1841932908534884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406948579","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011693479,0.0016794265,0.0007927513,0.024624767,0.0050488445,0.00008956236,0.0006932102,0.00038523177,0.9549927],"genre_scores_gemma":[0.030629972,0.00024261157,0.00033731372,0.002317962,0.00015979986,0.000027919561,0.000113138514,0.000115985895,0.96605533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991528,0.00008763452,0.000009234964,0.000101215344,0.00021449657,0.00043455878],"domain_scores_gemma":[0.9993635,0.000026388652,0.00001305557,0.000028943097,0.00017215144,0.00039594737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006956115,0.00043988044,0.0002215847,0.00068032707,0.011929182,0.0032044048,0.0008202517,0.0012802534,0.14907522],"category_scores_gemma":[0.0012806937,0.00026225558,0.00020648802,0.00043969095,0.0033274768,0.0009229189,0.0043611377,0.0030705605,0.016642325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000407668,0.000013626471,0.0008227785,0.0000616314,0.0000029706164,0.00034680543,0.0036840925,0.00004607591,0.00045353637,0.1533682,0.8129398,0.028219735],"study_design_scores_gemma":[0.0000026574905,0.000005758323,0.0008006038,0.000022972677,8.733305e-7,0.00003691167,0.0007807493,0.0000077418445,0.00007374006,0.00076115556,0.99750155,0.000005155253],"about_ca_topic_score_codex":0.40882373,"about_ca_topic_score_gemma":0.77710766,"teacher_disagreement_score":0.40882373,"about_ca_system_score_codex":0.013474341,"about_ca_system_score_gemma":0.014905138,"threshold_uncertainty_score":0.8128882},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Environmental science","score_opus":0.015275008970122015,"score_gpt":0.25841328748248593,"score_spread":0.24313827851236391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406948843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15412493,0.0016068728,0.005417626,0.030973941,0.0018335546,0.0001003964,0.00050272176,0.00036286918,0.80507714],"genre_scores_gemma":[0.48461097,0.0009789271,0.0031868294,0.0028397944,0.00010352925,0.00003510313,0.00014225638,0.00023619957,0.5078664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995559,0.000095112584,0.000005089293,0.000073296345,0.00009657023,0.00017405499],"domain_scores_gemma":[0.9996767,0.00002708847,0.000010213059,0.000026119436,0.00010234319,0.00015746988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032761772,0.00043647832,0.00021265932,0.00056397007,0.022686621,0.00592884,0.0006665467,0.0014686652,0.024343846],"category_scores_gemma":[0.00104119,0.0003103725,0.00018442249,0.0010033991,0.008003021,0.0015198346,0.0028866644,0.0034364413,0.0020646458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018097604,0.00009473134,0.0074996296,0.00019066341,0.000032209882,0.002203012,0.28371513,0.0007179745,0.0056545576,0.17294814,0.37094644,0.1558165],"study_design_scores_gemma":[0.000006409366,0.00002232319,0.004385422,0.0000917558,0.000006959093,0.00016613085,0.08682325,0.00012862094,0.00033386846,0.0035968157,0.9044077,0.00003075768],"about_ca_topic_score_codex":0.81567997,"about_ca_topic_score_gemma":0.95577663,"teacher_disagreement_score":0.81567997,"about_ca_system_score_codex":0.011088771,"about_ca_system_score_gemma":0.009731632,"threshold_uncertainty_score":0.37081105},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Visual arts; History; Art; Engineering","score_opus":0.023119707667192197,"score_gpt":0.2853050284055346,"score_spread":0.26218532073834244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407147832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45080003,0.0028759853,0.043380316,0.042389743,0.0042918725,0.000467952,0.0022040654,0.009449583,0.44414052],"genre_scores_gemma":[0.6145028,0.0011086902,0.027874367,0.0023732956,0.0002714371,0.00008230729,0.0006543811,0.0011288964,0.35200387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978083,0.000035800498,0.0000018570281,0.000025793066,0.00007319924,0.00008255726],"domain_scores_gemma":[0.9997204,0.000019288893,0.000007445287,0.000024892694,0.0000799757,0.00014809752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004793347,0.0005578096,0.0001479005,0.000363124,0.004403404,0.0029292626,0.0011180014,0.0009422806,0.04316478],"category_scores_gemma":[0.0007766241,0.00016785829,0.00040541915,0.00039492728,0.001871751,0.00080368447,0.0013103848,0.0013936025,0.0035138654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049373636,0.00035819924,0.012927627,0.00051659136,0.0000552629,0.0010894147,0.02146284,0.0024500487,0.03058412,0.022862326,0.5093564,0.39784342],"study_design_scores_gemma":[0.00004963711,0.00032380476,0.021586869,0.00020882745,0.00005878985,0.0004554508,0.021551544,0.0020212617,0.007485127,0.0021760317,0.94397855,0.00010411189],"about_ca_topic_score_codex":0.32313517,"about_ca_topic_score_gemma":0.7107786,"teacher_disagreement_score":0.67686486,"about_ca_system_score_codex":0.0047661616,"about_ca_system_score_gemma":0.0041732,"threshold_uncertainty_score":0.6425086},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Aeronautics; Engineering; History; Archaeology","score_opus":0.022682152396934434,"score_gpt":0.21316500465245117,"score_spread":0.19048285225551673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407147981","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24330693,0.0042842473,0.007765452,0.24296369,0.023832614,0.00029013734,0.00050916977,0.0018228985,0.47522488],"genre_scores_gemma":[0.4299069,0.0018307774,0.00565431,0.037469484,0.0012709107,0.00012086571,0.00022990942,0.0019173642,0.5215995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760985,0.0011306873,0.000050950242,0.00021792854,0.0004299101,0.0005607299],"domain_scores_gemma":[0.9975013,0.00046210366,0.0000685062,0.00011789786,0.0005896653,0.0012604817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003705133,0.00096473785,0.00033645928,0.0007079344,0.034256242,0.019320618,0.0017475396,0.0046567037,0.02353427],"category_scores_gemma":[0.005505237,0.0009359586,0.0006700768,0.00068340043,0.0077175735,0.00451778,0.004579532,0.012931654,0.0033937905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019410838,0.000121119636,0.0033464923,0.00012130853,0.000029887551,0.0015658807,0.2122219,0.00034666894,0.0014030235,0.015240577,0.7378592,0.027549872],"study_design_scores_gemma":[0.000011556505,0.00006196146,0.0010659393,0.00010238883,0.000016765618,0.0001673858,0.19251159,0.000087996996,0.00036355457,0.0007032382,0.8048681,0.0000395623],"about_ca_topic_score_codex":0.11712829,"about_ca_topic_score_gemma":0.42289105,"teacher_disagreement_score":0.11712829,"about_ca_system_score_codex":0.011017576,"about_ca_system_score_gemma":0.009954781,"threshold_uncertainty_score":0.23289305},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.047295740314373017,"score_gpt":0.31475873467765775,"score_spread":0.26746299436328475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407148056","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10791075,0.0162335,0.4356889,0.043027323,0.00440907,0.00012392766,0.00017412734,0.004462177,0.38797012],"genre_scores_gemma":[0.80417496,0.0054289517,0.11383926,0.0072629005,0.00083033176,0.00007098401,0.00006041267,0.0013100728,0.06702221],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999328,0.00021433132,0.000019273837,0.00015576661,0.00020718524,0.000075412005],"domain_scores_gemma":[0.9985121,0.0005655903,0.00007408297,0.00028620876,0.00029851278,0.00026350495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011236463,0.00060543686,0.0003898658,0.00045331553,0.0016676711,0.0034614739,0.0008665596,0.0013624032,0.016569214],"category_scores_gemma":[0.0032153453,0.00030086696,0.0005506756,0.00039472632,0.0038114907,0.0065817484,0.0023491,0.003428496,0.0026434488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008852855,0.00035153393,0.003972449,0.000671975,0.000102413775,0.00019441413,0.0032660367,0.0020008378,0.056958903,0.24871954,0.040175717,0.6427009],"study_design_scores_gemma":[0.00010834651,0.00086495664,0.008210869,0.00052877824,0.00020044699,0.001587743,0.0037380331,0.007962178,0.042306386,0.54313016,0.39106703,0.00029509523],"about_ca_topic_score_codex":0.0012863562,"about_ca_topic_score_gemma":0.0014505493,"teacher_disagreement_score":0.016569214,"about_ca_system_score_codex":0.0008407704,"about_ca_system_score_gemma":0.0007586772,"threshold_uncertainty_score":0.055429578},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geodesy; Geology","score_opus":0.027198206084842604,"score_gpt":0.2421361223787236,"score_spread":0.21493791629388098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407148561","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021988282,0.0036489782,0.002042579,0.14566065,0.19305642,0.00020964084,0.00054898666,0.0019133616,0.6507205],"genre_scores_gemma":[0.0032914116,0.0004531874,0.00028656985,0.017233048,0.0071475026,0.000041695566,0.000120442266,0.0004927231,0.9709334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974172,0.00045393856,0.00005302943,0.00033258903,0.00093591,0.0008073629],"domain_scores_gemma":[0.9837558,0.0006671546,0.0002498499,0.00067517394,0.0035078595,0.01114408],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019278086,0.0011040795,0.00080261915,0.00075855944,0.007982472,0.011171588,0.0013056383,0.005149234,0.43382236],"category_scores_gemma":[0.0101247225,0.0004759423,0.000686559,0.0004911881,0.0016784254,0.00566029,0.011583755,0.0083708055,0.29506955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002435563,0.00001648206,0.000061031016,0.000017467195,8.7309655e-7,0.00007321166,0.00031283495,0.0000071832083,0.00013073937,0.001512326,0.9850402,0.01280335],"study_design_scores_gemma":[0.000003826356,0.000010700601,0.00009769764,0.00001600625,5.9055037e-7,0.000038512157,0.00053550204,0.0000055705277,0.00002189131,0.00030856286,0.9989562,0.000004968792],"about_ca_topic_score_codex":0.0044170716,"about_ca_topic_score_gemma":0.018127628,"teacher_disagreement_score":0.43382236,"about_ca_system_score_codex":0.0019334209,"about_ca_system_score_gemma":0.0039475793,"threshold_uncertainty_score":0.8075837},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Occupational Therapists","funders":"","keywords":"Cognitive science; Psychology","score_opus":0.01995702721339409,"score_gpt":0.3038934727183447,"score_spread":0.2839364455049506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407148655","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001844661,0.838207,0.00062391284,0.03505975,0.09713143,0.0000567951,0.00024842544,0.000109852655,0.028378412],"genre_scores_gemma":[0.0025169838,0.6248714,0.001095292,0.051035773,0.082207605,0.00015655062,0.00051281357,0.00017404278,0.2374295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990132,0.00017913443,0.00006018281,0.0001231611,0.00056538376,0.000059053564],"domain_scores_gemma":[0.99634796,0.0015230642,0.00023827379,0.000075014585,0.0014422855,0.00037339798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094548886,0.0011478695,0.0023845092,0.0028023443,0.00077344273,0.0025541794,0.0018054611,0.004114497,0.046102747],"category_scores_gemma":[0.0053667896,0.00048814484,0.0006020898,0.0044102264,0.00097467046,0.0027196116,0.0012000427,0.0037196297,0.029407123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000094944635,0.000007318298,0.000019502213,0.0005984992,0.0000056068056,0.00002196219,0.000008257945,0.000026704176,0.000052278752,0.0003290622,0.96927077,0.029650602],"study_design_scores_gemma":[0.000009778099,0.000015407466,0.0001684792,0.00067357335,0.000012136878,0.00026193555,0.000017088667,0.000021061596,0.000040698,0.0003838727,0.99838924,0.000006697253],"about_ca_topic_score_codex":0.0040171477,"about_ca_topic_score_gemma":0.01523586,"teacher_disagreement_score":0.046102747,"about_ca_system_score_codex":0.0019664762,"about_ca_system_score_gemma":0.0025110897,"threshold_uncertainty_score":0.15422899},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architecture; Computer architecture; Art; Computer science; Visual arts","score_opus":0.016775313960240047,"score_gpt":0.20882626862913858,"score_spread":0.19205095466889854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407234400","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002339212,0.0013249044,0.0064928522,0.08060209,0.01036992,0.0000736672,0.00015535422,0.001316855,0.8973251],"genre_scores_gemma":[0.048142243,0.001028637,0.0044715055,0.02321701,0.0011090797,0.00006210801,0.00009546146,0.00080693886,0.92106694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979513,0.00037477937,0.000030125067,0.00023807323,0.00081015565,0.00059554906],"domain_scores_gemma":[0.99770725,0.00016388872,0.00004536483,0.00025295114,0.0010632399,0.0007672393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021150652,0.0013427805,0.0003770884,0.0010584363,0.01869066,0.011052671,0.0011271251,0.0050712163,0.11090601],"category_scores_gemma":[0.0061001605,0.0007643918,0.0006133298,0.00054414093,0.0081982985,0.0073971017,0.005348743,0.009933149,0.054658428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003740109,0.000043467116,0.0005175628,0.000043807027,0.000008742609,0.0001359893,0.00705179,0.00021327588,0.000996645,0.11263394,0.8419518,0.03636554],"study_design_scores_gemma":[0.0000036069478,0.0000062146546,0.00015884751,0.000032003012,0.0000028667225,0.00002767362,0.0024810024,0.000042420437,0.00010192966,0.0046663242,0.9924644,0.000012743194],"about_ca_topic_score_codex":0.17312151,"about_ca_topic_score_gemma":0.2860869,"teacher_disagreement_score":0.17312151,"about_ca_system_score_codex":0.0069466666,"about_ca_system_score_gemma":0.00904151,"threshold_uncertainty_score":0.37101758},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Geography","score_opus":0.027179365862011452,"score_gpt":0.23532395342564322,"score_spread":0.20814458756363177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407234440","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005655234,0.0031719226,0.0019877143,0.02532367,0.00895051,0.00008691723,0.0024328115,0.0017846677,0.9506064],"genre_scores_gemma":[0.034882113,0.0006434709,0.0010939986,0.0016180505,0.0005087185,0.000027724327,0.0004826761,0.00038418508,0.960359],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993917,0.00005250546,0.000007803384,0.00009348441,0.0002836002,0.0001709776],"domain_scores_gemma":[0.999158,0.000034944263,0.000022007775,0.00006842942,0.00031702852,0.0003995423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050628156,0.0006098851,0.00031491736,0.00086180517,0.006044711,0.006217997,0.0010258069,0.0012918155,0.19425859],"category_scores_gemma":[0.0014641687,0.00031112798,0.00033733516,0.0012763081,0.0023057559,0.0012363861,0.0024662428,0.0019712613,0.023996525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004667782,0.000012322026,0.0005548557,0.00004323733,0.0000066276625,0.00011620208,0.00066024787,0.00012038383,0.00067238463,0.041124586,0.9025523,0.054090176],"study_design_scores_gemma":[0.0000021273856,0.0000037562427,0.0008706761,0.0000074893833,0.0000012899678,0.000010312458,0.00018139786,0.000018537197,0.000058518177,0.00027410197,0.9985656,0.0000062580557],"about_ca_topic_score_codex":0.8139177,"about_ca_topic_score_gemma":0.9286166,"teacher_disagreement_score":0.19425859,"about_ca_system_score_codex":0.012370285,"about_ca_system_score_gemma":0.013196784,"threshold_uncertainty_score":0.64985967},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tree (set theory); Forestry; Geology; Geography; Mathematics; Combinatorics","score_opus":0.02429141046245286,"score_gpt":0.2269545151543605,"score_spread":0.20266310469190763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407676204","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65539885,0.0032869203,0.0022379414,0.011357436,0.0021024535,0.00022699754,0.0011140859,0.0003870815,0.32388827],"genre_scores_gemma":[0.5760868,0.0011609364,0.0047986335,0.0043940432,0.00024066669,0.000032797645,0.0006747148,0.00016387568,0.4124476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976426,0.000017484657,0.0000033587417,0.000069199144,0.00004831317,0.00009750039],"domain_scores_gemma":[0.9998301,0.000012751563,0.00000812468,0.000010147418,0.000036808215,0.00010200808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002144209,0.0002825694,0.00030710938,0.0006364459,0.008035677,0.0018974636,0.000888063,0.001208891,0.017841192],"category_scores_gemma":[0.0002763594,0.00027460334,0.00022808308,0.0009825001,0.0016190568,0.00044125275,0.0018243055,0.0023599155,0.0017879051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013836435,0.0005401591,0.12882836,0.0005681831,0.00012669901,0.060297463,0.042545658,0.0027158924,0.04268996,0.04406436,0.23523009,0.44100952],"study_design_scores_gemma":[0.000042439635,0.0003010625,0.2221684,0.00026446383,0.00003202302,0.0021547899,0.028241172,0.00048288275,0.0017675394,0.0025028023,0.7419931,0.000049270668],"about_ca_topic_score_codex":0.36653298,"about_ca_topic_score_gemma":0.8199316,"teacher_disagreement_score":0.633467,"about_ca_system_score_codex":0.005794489,"about_ca_system_score_gemma":0.0035917265,"threshold_uncertainty_score":0.72879905},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.030778042960371073,"score_gpt":0.3157780471950298,"score_spread":0.2850000042346587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407706602","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009802546,0.019473108,0.003090307,0.124237314,0.048102677,0.00010851614,0.0007191575,0.0011642654,0.7933021],"genre_scores_gemma":[0.033828873,0.003819058,0.0016360973,0.010109465,0.002115508,0.000040310715,0.0001995469,0.00032682213,0.9479243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996283,0.0000857616,0.0000067415112,0.000046756908,0.00011395781,0.00011847646],"domain_scores_gemma":[0.9995003,0.000037440597,0.000016753254,0.000053144842,0.00015206901,0.00024034728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000653339,0.00052932405,0.00017085046,0.0002515789,0.0044439808,0.002955717,0.00041908765,0.0012050408,0.06572205],"category_scores_gemma":[0.0012256788,0.00018377826,0.00035941886,0.000197286,0.00080883317,0.0012891963,0.0023263886,0.0033638442,0.01694294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028777198,0.000020216301,0.00036868078,0.000042563493,0.00000419631,0.00009014551,0.00049469946,0.00003718893,0.0006000976,0.008800097,0.9498955,0.039617784],"study_design_scores_gemma":[0.0000012359859,0.000011489927,0.0004226094,0.000016352282,9.052778e-7,0.000046685294,0.0003089333,0.000011413284,0.00013133445,0.0001723406,0.9988733,0.000003453809],"about_ca_topic_score_codex":0.012119764,"about_ca_topic_score_gemma":0.05246134,"teacher_disagreement_score":0.06572205,"about_ca_system_score_codex":0.0017750157,"about_ca_system_score_gemma":0.0014487795,"threshold_uncertainty_score":0.21986216},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.03302616271663448,"score_gpt":0.2351576093798333,"score_spread":0.20213144666319882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407982759","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007284875,0.0011816673,0.0036281263,0.009265735,0.0044207573,0.00015977265,0.002298669,0.002891487,0.96886885],"genre_scores_gemma":[0.013463037,0.0002821033,0.0013343988,0.0009679474,0.00019105038,0.000013678355,0.00042775425,0.0007523537,0.9825677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993892,0.000030622694,0.000011273963,0.000108090426,0.0002784669,0.0001823947],"domain_scores_gemma":[0.9989806,0.000024566947,0.000017767485,0.00010879451,0.00040635502,0.00046198312],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040943865,0.0012948595,0.0005055028,0.0013538264,0.009959017,0.006917553,0.0010180009,0.0016289249,0.44398496],"category_scores_gemma":[0.0013609476,0.00064101553,0.00070626254,0.001007885,0.002057117,0.0024525041,0.0043013194,0.003920369,0.15813082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077695244,0.00004818676,0.0015913147,0.000105941595,0.000011241158,0.0003113476,0.0046249256,0.0002190583,0.003033647,0.021490352,0.8775802,0.09090606],"study_design_scores_gemma":[0.0000023777905,0.000009706276,0.0013453865,0.000026096634,0.0000030046565,0.00003983392,0.0014365618,0.000020086281,0.00017728591,0.0004805207,0.99644923,0.00000990508],"about_ca_topic_score_codex":0.257008,"about_ca_topic_score_gemma":0.66073155,"teacher_disagreement_score":0.44398496,"about_ca_system_score_codex":0.006706236,"about_ca_system_score_gemma":0.005778756,"threshold_uncertainty_score":0.79308796},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Computer science; Computer security; Business","score_opus":0.015163444086467318,"score_gpt":0.2608214807988628,"score_spread":0.2456580367123955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408127228","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027199273,0.021067368,0.008641331,0.01975542,0.0048517,0.000056981604,0.0001842496,0.0008670083,0.941856],"genre_scores_gemma":[0.041593682,0.014250684,0.006045276,0.004683393,0.0013010442,0.000052584208,0.00015787884,0.00037059837,0.93154484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995746,0.0000802751,0.000013243756,0.000066526845,0.00019541025,0.000069949376],"domain_scores_gemma":[0.99970335,0.000035807076,0.000018894232,0.00007473811,0.00011541461,0.000051770123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004407409,0.00078383833,0.00024595315,0.00081790943,0.0024598914,0.00396545,0.00051052525,0.0019742881,0.090048246],"category_scores_gemma":[0.0007631672,0.00023832393,0.0004235499,0.00057585107,0.0012712139,0.0028670293,0.0025700135,0.002449784,0.028052326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049996084,0.0000507561,0.00029972172,0.0002513116,0.000010828881,0.00008999605,0.0006587781,0.00029758943,0.005482577,0.27507138,0.43983182,0.27790532],"study_design_scores_gemma":[0.0000021800845,0.000014452025,0.00017650386,0.00007537053,0.0000029213822,0.00010996802,0.0001200046,0.000064730644,0.0007361019,0.011947434,0.9867452,0.000005186446],"about_ca_topic_score_codex":0.002043246,"about_ca_topic_score_gemma":0.00406504,"teacher_disagreement_score":0.090048246,"about_ca_system_score_codex":0.0014477762,"about_ca_system_score_gemma":0.0010916569,"threshold_uncertainty_score":0.3012414},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Well-being; Psychology; Computer science; Psychotherapist; Physics","score_opus":0.021647783506132577,"score_gpt":0.30616880693915144,"score_spread":0.2845210234330189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408497205","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6243168,0.039309736,0.0020761949,0.18565674,0.008701928,0.00019275695,0.0038122681,0.0007275716,0.13520603],"genre_scores_gemma":[0.8649875,0.019984044,0.0042345654,0.029446768,0.0015804301,0.00033906984,0.0020318755,0.0002735427,0.07712216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994968,0.00017273954,0.0000336169,0.00003711879,0.00013056386,0.00012906513],"domain_scores_gemma":[0.9977635,0.00020398422,0.00026797343,0.0000674293,0.00050076493,0.0011963178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014464029,0.00038617567,0.000625674,0.00043150623,0.0014322174,0.0031130218,0.00037712723,0.0013091973,0.021883706],"category_scores_gemma":[0.0055869413,0.00013199012,0.00061576755,0.00046325402,0.0006482373,0.0031359878,0.0018224232,0.0016502568,0.00677063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073542667,0.00087310217,0.18448098,0.0015399717,0.00022074956,0.0004075768,0.02139449,0.00006730278,0.0020201604,0.0028571624,0.33420286,0.45120028],"study_design_scores_gemma":[0.000105064064,0.0010782842,0.3646658,0.003989779,0.00035283374,0.0009388092,0.1086883,0.00018545255,0.0012767689,0.004051527,0.5144403,0.00022703492],"about_ca_topic_score_codex":0.0042287996,"about_ca_topic_score_gemma":0.011376679,"teacher_disagreement_score":0.021883706,"about_ca_system_score_codex":0.0008493396,"about_ca_system_score_gemma":0.0009394461,"threshold_uncertainty_score":0.07320827},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Geology","score_opus":0.05605884216220005,"score_gpt":0.25435620782058976,"score_spread":0.1982973656583897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409207482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12027537,0.00047171133,0.006913684,0.0021751584,0.00051935925,0.000070571914,0.00156194,0.00041118503,0.867601],"genre_scores_gemma":[0.5978714,0.00057901687,0.0056355824,0.0005134391,0.00006096813,0.000027591543,0.0010630673,0.000646391,0.39360252],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996252,0.00003697886,0.000006286313,0.00006632395,0.00018820024,0.00007700731],"domain_scores_gemma":[0.99954164,0.000042523112,0.000021143902,0.000058124744,0.00022039113,0.0001162112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022855659,0.00041503005,0.0002079394,0.0010666858,0.005687217,0.004610515,0.0005110506,0.00081911637,0.046286017],"category_scores_gemma":[0.0012011096,0.00029951922,0.00028894094,0.0012690617,0.0025602875,0.0007031387,0.002125312,0.001430722,0.008381836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000433352,0.0001164194,0.06770873,0.00032899808,0.000040490366,0.004112325,0.08285995,0.003046671,0.013755358,0.10576154,0.28383327,0.43800285],"study_design_scores_gemma":[0.000004002025,0.000036003803,0.04463403,0.00011776732,0.0000093040635,0.0010093044,0.024131333,0.0005604237,0.0011233327,0.0015382117,0.92679745,0.000038904338],"about_ca_topic_score_codex":0.29029462,"about_ca_topic_score_gemma":0.669868,"teacher_disagreement_score":0.29029462,"about_ca_system_score_codex":0.0029708291,"about_ca_system_score_gemma":0.003226219,"threshold_uncertainty_score":0},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Piano sonata; Art; Art history","score_opus":0.036506141709558314,"score_gpt":0.31039220143679674,"score_spread":0.27388605972723845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409208837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013623294,0.07243882,0.011825726,0.028749611,0.04295669,0.00011658134,0.0017096852,0.0014546564,0.8271249],"genre_scores_gemma":[0.071751714,0.014463596,0.0041663814,0.003049455,0.0033387393,0.000046677415,0.00031819745,0.0005177035,0.90234745],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995347,0.00005899397,0.000012155242,0.000078941455,0.00023632472,0.00007887545],"domain_scores_gemma":[0.9994948,0.000081379476,0.00001552454,0.000045437962,0.00017429983,0.00018862865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005284345,0.0010199657,0.00041813092,0.0012445813,0.0063801054,0.0044230204,0.00066961686,0.0012535708,0.037740126],"category_scores_gemma":[0.0013868575,0.0003445499,0.00038689663,0.001373537,0.0049240966,0.0013964575,0.0023472626,0.0031656118,0.0055488087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000223376,0.000021137836,0.0008656687,0.00039481354,0.000016162796,0.00040890335,0.014746102,0.00020185728,0.00478108,0.1337217,0.69370997,0.1509092],"study_design_scores_gemma":[0.0000042317515,0.000021415259,0.001120835,0.000076108176,0.0000046766413,0.000089281566,0.0016235529,0.000031297648,0.00026087457,0.0013040395,0.9954516,0.000012108462],"about_ca_topic_score_codex":0.3509909,"about_ca_topic_score_gemma":0.6462021,"teacher_disagreement_score":0.3509909,"about_ca_system_score_codex":0.009205128,"about_ca_system_score_gemma":0.0072853346,"threshold_uncertainty_score":0.69789577},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moonlight; Natural (archaeology); Feature (linguistics); Period (music)","score_opus":0.06019838640897117,"score_gpt":0.25650480266293,"score_spread":0.19630641625395884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414883823","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033852695,0.00061528396,0.0010615764,0.00872853,0.011116016,0.00013058304,0.001403977,0.0015518905,0.97200686],"genre_scores_gemma":[0.0036226378,0.00008450535,0.00025733074,0.00060165516,0.00014993716,0.000013935467,0.0001429911,0.00024681003,0.9948803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993216,0.00006580013,0.0000143409,0.00010931233,0.00023519792,0.0002539223],"domain_scores_gemma":[0.9987324,0.000026140544,0.000020400372,0.00014758222,0.00044137923,0.00063218566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005930442,0.0007949015,0.0006004998,0.0007757838,0.008678808,0.0056957556,0.0011479269,0.001684929,0.5410511],"category_scores_gemma":[0.0012480523,0.00046341238,0.00060591166,0.00069798424,0.001255628,0.0018252498,0.0054680505,0.004380057,0.2918464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048788635,0.00004451662,0.00023512644,0.00003034525,0.0000032188677,0.00007186006,0.0005696951,0.00002305003,0.00059918605,0.0045822323,0.9539771,0.039814744],"study_design_scores_gemma":[0.000003328155,0.000009857434,0.0005467882,0.000016417769,8.2081885e-7,0.000027340506,0.00069605117,0.000006864392,0.000049734168,0.00016581661,0.9984724,0.0000044997605],"about_ca_topic_score_codex":0.038345363,"about_ca_topic_score_gemma":0.14620754,"teacher_disagreement_score":0.5410511,"about_ca_system_score_codex":0.0022231245,"about_ca_system_score_gemma":0.0034424262,"threshold_uncertainty_score":0.6546349},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.6674605054708315,"score_gpt":0.4940043644466388,"score_spread":0.17345614102419266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7086771822","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075531146,0.010367203,0.011005707,0.37611187,0.51768756,0.00035421064,0.0014820598,0.001828295,0.08040775],"genre_scores_gemma":[0.0104335835,0.01123406,0.0199414,0.27929977,0.16933572,0.0006738292,0.0014801831,0.0031050893,0.50449634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993602,0.001570861,0.0004779971,0.0010713562,0.002780908,0.0004968023],"domain_scores_gemma":[0.93806636,0.013985279,0.0029251678,0.008817605,0.027534723,0.008670805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010637291,0.0013558833,0.0013493598,0.0022772907,0.002233778,0.011323107,0.0025084456,0.006354541,0.19536114],"category_scores_gemma":[0.09051483,0.00058214576,0.0015469128,0.0017538036,0.0025467675,0.004468804,0.0044463337,0.01000395,0.15251414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040016315,0.000011895613,0.000076871525,0.0002199821,0.000051476334,0.00007058657,0.00014286673,0.0000425576,0.00039305142,0.0022327837,0.96027136,0.036446437],"study_design_scores_gemma":[0.000017274173,0.000019073084,0.00024026091,0.0003568671,0.000029791125,0.000106455926,0.00016346866,0.000039448616,0.000120672135,0.003001558,0.9958877,0.000017362183],"about_ca_topic_score_codex":0.0038433014,"about_ca_topic_score_gemma":0.010035224,"teacher_disagreement_score":0.19536114,"about_ca_system_score_codex":0.002256141,"about_ca_system_score_gemma":0.0084593985,"threshold_uncertainty_score":0.6535481},"labels":[],"label_agreement":null}]}