{"meta":{"query_hash":"dc413a08fe6d","filters":{"venue":"International Journal of Space Structures"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/dc413a08fe6d","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Space+Structures"},"results":[{"id":"W2024714567","doi":"10.1260/026635102320321824","title":"Studies in Structural Concepts: An Introduction to Spatial Structures","year":2002,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Computer science; Course (navigation); Space (punctuation); Structural system; Engineering drawing; Mathematics education; Management science; Software engineering; Construction engineering; Systems engineering; Engineering; Civil engineering; Mathematics; Aerospace engineering","score_opus":0.013579105746773745,"score_gpt":0.3179533949852683,"score_spread":0.3043742892384946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024714567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878104,0.0007523144,0.0017601528,0.0018145432,0.00739747,0.0000682184,0.000013660772,0.000026817708,0.00035646433],"genre_scores_gemma":[0.99320626,0.00017672,0.003412761,0.00008694109,0.003086889,0.000001364219,0.0000011435594,0.0000091612,0.00001877891],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989808,0.000017853494,0.00032066653,0.00013278377,0.0003682251,0.0001796574],"domain_scores_gemma":[0.9995549,0.000031768417,0.00007966764,0.00007804792,0.00017039242,0.00008525262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009364947,0.00014213387,0.00022192544,0.00018472131,0.000043871576,0.000051862597,0.00034493775,0.000041590967,0.0004480251],"category_scores_gemma":[0.00010779825,0.0001024173,0.000044441065,0.00015089763,0.00016977328,0.00022706756,0.00005613432,0.00017481891,0.000002535156],"study_design_candidate":"theoretical_or_conceptual","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":[0.00034978765,0.0000314558,0.001030298,0.00005239912,0.00048141327,0.00015038272,0.011151552,0.6129887,0.034121413,0.2036019,0.0063264845,0.12971424],"study_design_scores_gemma":[0.0032419392,0.0011584917,0.023214847,0.00015239656,0.000067101726,0.00080976647,0.017006848,0.013364337,0.0626243,0.8197608,0.05708957,0.0015095967],"about_ca_topic_score_codex":0.000006429927,"about_ca_topic_score_gemma":0.000025252333,"teacher_disagreement_score":0.6161589,"about_ca_system_score_codex":0.0000993473,"about_ca_system_score_gemma":0.0000029182163,"threshold_uncertainty_score":0.49055606},"labels":[],"label_agreement":null},{"id":"W2051177347","doi":"10.1260/0266351001495161","title":"Some Observations on Designing Double Layer Grids","year":2000,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Variety (cybernetics); Computer science; Reliability (semiconductor); Lattice (music); Structural engineering; Reliability engineering; Distributed computing; Engineering; Artificial intelligence; Physics","score_opus":0.020872491166793843,"score_gpt":0.2510126374184129,"score_spread":0.23014014625161905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051177347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944689,0.00036000775,0.0012459523,0.0009009235,0.0012804831,0.000041521893,0.000008160865,0.00004437964,0.0016496257],"genre_scores_gemma":[0.9921732,0.0003246074,0.0058873915,0.00016815607,0.0011310994,8.2437475e-7,0.000008701514,0.000015597749,0.00029041257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914795,0.000009760941,0.0002772503,0.000071986564,0.00038764186,0.00010540572],"domain_scores_gemma":[0.99957615,0.0000290211,0.00008610472,0.000071367394,0.00018332893,0.000054032695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005608515,0.00011453595,0.00013754028,0.00017379949,0.00004324767,0.0000944009,0.00025798843,0.000049121023,0.0008175076],"category_scores_gemma":[0.000012073677,0.00008909818,0.00011187991,0.00010524049,0.00001752471,0.0003623531,0.000007475518,0.00017202979,0.00001029709],"study_design_candidate":"simulation_or_modeling","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":[0.00007540933,0.000005540268,0.00051452016,0.00000265911,0.00022998767,0.000016542388,0.00016543521,0.9770458,0.008437998,0.00513973,0.0025485745,0.005817844],"study_design_scores_gemma":[0.010257457,0.0005841778,0.30933684,0.0005459658,0.0005145319,0.0009700175,0.0006871578,0.16410083,0.34142077,0.094510674,0.0749718,0.0020997918],"about_ca_topic_score_codex":0.000010425877,"about_ca_topic_score_gemma":0.0000035678572,"teacher_disagreement_score":0.81294495,"about_ca_system_score_codex":0.00007721228,"about_ca_system_score_gemma":0.000013765084,"threshold_uncertainty_score":0.8951135},"labels":[],"label_agreement":null},{"id":"W2056042003","doi":"10.1260/026635105775870260","title":"Evaluation of Biological Deployable Systems","year":2005,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Kinematics; Structural system; Computer science; Earthworm; Engineering; Ecology; Biology; Structural engineering; Physics","score_opus":0.024116345539369803,"score_gpt":0.2777150758680709,"score_spread":0.2535987303287011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056042003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914958,0.0023289898,0.0039152214,0.0001677316,0.0011156709,0.000049813032,0.0000068740655,0.00001625178,0.0009036485],"genre_scores_gemma":[0.996339,0.00019623664,0.0028732538,0.000009391923,0.00056179747,6.90129e-7,0.0000036101342,0.0000066097036,0.000009369635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987406,0.000036566704,0.0003407036,0.000049967824,0.000765825,0.00006633223],"domain_scores_gemma":[0.9986052,0.000024944187,0.000194186,0.00005214578,0.0010916382,0.000031913234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035158114,0.00007569086,0.00015033083,0.00016162502,0.000012224811,0.000031728632,0.00019533094,0.000050265313,0.00021755928],"category_scores_gemma":[0.00009922281,0.000052992888,0.000084795975,0.000075458185,0.000020955124,0.00016335794,0.000011690384,0.00008259737,0.0000014939578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011217117,0.000004041568,0.00088644796,0.0000028815384,0.00025075057,0.0000010729252,0.0000768662,0.97828233,0.0074520214,0.0009423424,0.0005110692,0.011578963],"study_design_scores_gemma":[0.0014962422,0.00008794571,0.03876254,0.000086058564,0.00031250357,0.00026534087,0.0003455296,0.9047119,0.044919148,0.004428744,0.0043338314,0.00025022632],"about_ca_topic_score_codex":0.000009492477,"about_ca_topic_score_gemma":0.000005403597,"teacher_disagreement_score":0.07357044,"about_ca_system_score_codex":0.00012224824,"about_ca_system_score_gemma":0.000023647022,"threshold_uncertainty_score":0.23821215},"labels":[],"label_agreement":null},{"id":"W2062504473","doi":"10.1260/026635105775213809","title":"Folding Sleeves — Variations on a Theme of the Earthworm","year":2005,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Earthworm; Peristalsis; Envelope (radar); Folding (DSP implementation); Tube (container); Biomimetics; Computer science; Materials science; Anatomy; Mechanical engineering; Biology; Engineering; Nanotechnology; Ecology; Aerospace engineering","score_opus":0.007770304591773974,"score_gpt":0.21135244428192737,"score_spread":0.2035821396901534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062504473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837991,0.00020995892,0.000061641185,0.00500693,0.0007432014,0.00003209547,0.000022946713,0.0000023413218,0.010121792],"genre_scores_gemma":[0.99803156,0.00008540018,0.0010109164,0.00020757441,0.0004944808,5.693116e-8,0.0000011721979,0.0000012332367,0.00016759765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993371,0.000016066662,0.0001652136,0.000045782715,0.0003728162,0.00006303251],"domain_scores_gemma":[0.999624,0.000064290674,0.0001999575,0.000051510535,0.00003723051,0.000023016433],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077459146,0.00005569589,0.000075533884,0.000049319082,0.00005589766,0.000019691128,0.0002649091,0.000016794384,0.0010927287],"category_scores_gemma":[0.000043347492,0.000030820553,0.00007781738,0.00004045458,0.0000474336,0.00010661466,0.000020796857,0.00009521756,0.000005878941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015855786,0.000037807953,0.7719901,0.000004256206,0.00040299684,0.00000846967,0.0014819339,0.067414366,0.0011900179,0.004583404,0.0027904855,0.14993757],"study_design_scores_gemma":[0.00020241736,0.00005514214,0.97759044,0.000017753277,0.000012157527,0.00003933204,0.0001529118,0.00035477817,0.0036063571,0.0037473019,0.014176923,0.000044465734],"about_ca_topic_score_codex":0.000090684574,"about_ca_topic_score_gemma":0.00043605574,"teacher_disagreement_score":0.20560034,"about_ca_system_score_codex":0.000007711953,"about_ca_system_score_gemma":0.000011169941,"threshold_uncertainty_score":0.9998204},"labels":[],"label_agreement":null},{"id":"W2374493534","doi":"10.1177/0266351116642060","title":"Natural structures - the research of Frei Otto in natural sciences","year":2016,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Architecture and Computational Design","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universität Stuttgart","keywords":"Pavilion; Natural (archaeology); Art history; German; Engineering; Natural science; Art; Architectural engineering; Visual arts; History; Philosophy; Civil engineering; Archaeology; Epistemology","score_opus":0.023250698210457225,"score_gpt":0.3254260537819577,"score_spread":0.3021753555715005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374493534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99044925,0.0024349554,0.0013408181,0.00292121,0.0020210415,0.00007530177,0.000009054948,0.000012356374,0.00073599414],"genre_scores_gemma":[0.9972354,0.000082936065,0.0021113022,0.00004467878,0.0004724859,9.4084874e-7,5.356909e-7,0.00000981419,0.000041909283],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982136,0.0000886655,0.00033954575,0.000100290155,0.0010674802,0.00019043182],"domain_scores_gemma":[0.9987442,0.00061142276,0.00012231467,0.000082488834,0.00040596485,0.000033606222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048478262,0.00011178922,0.0001500233,0.0004999606,0.000057014615,0.00004935174,0.000905975,0.0000409825,0.00005547588],"category_scores_gemma":[0.00023081512,0.00005431153,0.000087654145,0.0002490898,0.00034242566,0.00020443165,0.00006714864,0.00041368286,0.0000014915819],"study_design_candidate":"theoretical_or_conceptual","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":[0.0007301938,0.00004247125,0.014135532,0.00005711983,0.00090957346,0.00023291432,0.005159408,0.18855296,0.39243662,0.23070405,0.015250813,0.15178831],"study_design_scores_gemma":[0.0013903601,0.00020045198,0.4064122,0.00030972762,0.000014839504,0.00063876295,0.00068147405,0.0029317387,0.07595,0.50794804,0.0032199791,0.0003024517],"about_ca_topic_score_codex":0.000023658858,"about_ca_topic_score_gemma":0.000050114493,"teacher_disagreement_score":0.39227667,"about_ca_system_score_codex":0.000085977736,"about_ca_system_score_gemma":0.000082496044,"threshold_uncertainty_score":0.22147599},"labels":[],"label_agreement":null},{"id":"W2766754260","doi":"10.1177/0956059921990996","title":"Success factors in the realization of large ice projects in education","year":2021,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Design Education and Practice","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Manitoba","funders":"","keywords":"Dome (geology); Engineering; Architecture; Geology; Geography; Archaeology; Paleontology","score_opus":0.013940006847622992,"score_gpt":0.32465849870104735,"score_spread":0.3107184918534244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766754260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301094,0.0005133469,0.0009846718,0.0008867806,0.0017908725,0.000054722055,0.0000059596723,0.0000042925058,0.0027484384],"genre_scores_gemma":[0.999217,0.00020308503,0.00027700112,0.0001078304,0.00014265966,0.0000012096899,0.000012542982,0.000006213507,0.00003246127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992635,0.000080223006,0.00025853387,0.000046828103,0.0002873407,0.00006357651],"domain_scores_gemma":[0.99932754,0.00013460495,0.00015277267,0.00006495893,0.000303889,0.000016220149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024044109,0.00005811649,0.00008487201,0.00022999382,0.000008687579,0.000043230764,0.00020966842,0.000035796103,0.00008526232],"category_scores_gemma":[0.000319116,0.00004461244,0.000029640374,0.00024323349,0.000008800428,0.0003037853,0.000008245458,0.0001732634,4.2544335e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024943767,0.0010338415,0.51959157,0.00029237542,0.00038548728,0.00014945249,0.09595127,0.058909927,0.043704648,0.24102123,0.021541739,0.017169014],"study_design_scores_gemma":[0.00077400845,0.00002869009,0.91152567,0.00019828991,0.000021906555,0.00024503053,0.02190963,0.00045224486,0.031886872,0.007851814,0.024946239,0.00015962713],"about_ca_topic_score_codex":0.000069299655,"about_ca_topic_score_gemma":0.00027000165,"teacher_disagreement_score":0.39193407,"about_ca_system_score_codex":0.00007580719,"about_ca_system_score_gemma":0.00019966223,"threshold_uncertainty_score":0.18192424},"labels":[],"label_agreement":null},{"id":"W2808494026","doi":"10.1177/0266351118779979","title":"A comparison of two algorithms for the simulation of bending-active structures","year":2018,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Winnipeg Arts Council; Manitoba Arts Council; University of Manitoba","keywords":"Bending; Palette (painting); Computer science; Scale (ratio); Rod; Planar; Bent molecular geometry; Structural engineering; Algorithm; Computational science; Mechanical engineering; Engineering; Computer graphics (images); Physics","score_opus":0.027911724524756987,"score_gpt":0.3653626782050491,"score_spread":0.3374509536802921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808494026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72404915,0.0005001944,0.2726889,0.00017212376,0.0021891799,0.00014917683,0.00008083376,0.0000134845195,0.0001569467],"genre_scores_gemma":[0.9881056,0.00002480408,0.011075847,0.0000102226695,0.0007564032,7.812829e-7,0.000007659685,0.00001230493,0.0000064003907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989446,0.0000139676595,0.00048213388,0.000068818124,0.000402735,0.00008778552],"domain_scores_gemma":[0.9982322,0.00021569742,0.00052567816,0.00008411143,0.00091491384,0.00002743596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008488321,0.00011324569,0.0002585032,0.00018758059,0.000043496144,0.000027216622,0.00031907644,0.00004579199,0.00012338052],"category_scores_gemma":[0.00009710683,0.00007269403,0.00016512047,0.00011923293,0.00010430371,0.00015377339,0.000021767037,0.00010590448,1.285919e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013249855,0.0000052100395,0.0010829276,0.00001056321,0.00056728255,3.2326233e-7,0.0010240145,0.9694285,0.007933138,0.0023924694,0.00016108603,0.017261978],"study_design_scores_gemma":[0.00079386926,0.00015257885,0.020202873,0.00003543346,0.00014953005,0.000013097908,0.00058438926,0.81985116,0.14676572,0.010872179,0.0004727278,0.000106451356],"about_ca_topic_score_codex":0.000022764378,"about_ca_topic_score_gemma":0.00002175706,"teacher_disagreement_score":0.2640564,"about_ca_system_score_codex":0.000048611924,"about_ca_system_score_gemma":0.000017412436,"threshold_uncertainty_score":0.29643765},"labels":[],"label_agreement":null},{"id":"W3035919361","doi":"10.1177/0956059920931012","title":"Comparison of seismic responses of a reticulated dome under stochastic uniform and spatially correlated and coherent multiple-support excitation for a scenario seismic event","year":2020,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Coherence (philosophical gambling strategy); Excitation; Spatial correlation; Amplitude; Event (particle physics); Nonlinear system; Intensity (physics); Spatial coherence; Spatial analysis; Seismology; Geology; Computer science; Physics; Mathematics; Statistics; Optics; Remote sensing","score_opus":0.01837386524712221,"score_gpt":0.2898404172192576,"score_spread":0.2714665519721354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035919361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88639504,0.0002840134,0.112448126,0.0005392635,0.0001742057,0.000104291976,0.00004053436,0.000009747327,0.000004789773],"genre_scores_gemma":[0.9986056,0.00008314184,0.0011310983,0.000077756136,0.000061885876,0.0000013361631,0.000018053748,0.000013603973,0.0000075192515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989606,0.000015423353,0.00054783584,0.00008839423,0.00029409997,0.00009363325],"domain_scores_gemma":[0.9990031,0.0001629798,0.00039124428,0.000046926118,0.0003230109,0.000072746065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009809095,0.00012561433,0.0003271012,0.00021059219,0.000020654983,0.000020061923,0.000120943216,0.00005533035,0.000017152055],"category_scores_gemma":[0.00012980204,0.000107604355,0.00008241788,0.00009367824,0.00006725295,0.00012654791,0.000023861,0.00014267418,2.0194176e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081264746,0.000017437831,0.005875115,0.000096764874,0.00050871965,0.000003608297,0.0027812645,0.96523374,0.022882892,0.000060519505,0.00013637965,0.0015909019],"study_design_scores_gemma":[0.0018152077,0.00031004768,0.032784853,0.00017417112,0.00016127893,0.000057992038,0.00095596863,0.956832,0.0060772053,0.0006352426,0.00007788806,0.0001181334],"about_ca_topic_score_codex":0.000031989228,"about_ca_topic_score_gemma":0.0000149750385,"teacher_disagreement_score":0.11221057,"about_ca_system_score_codex":0.000048374655,"about_ca_system_score_gemma":0.00006195936,"threshold_uncertainty_score":0.43879783},"labels":[],"label_agreement":null},{"id":"W3115313931","doi":"10.1177/0956059920981861","title":"A study of digital and physical workflows used for the creation of fabric-formed ice shells with bending active frames","year":2020,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Workflow; Bending; Shell (structure); Computer science; Scale (ratio); Process (computing); Architectural engineering; Construction engineering; Engineering; Systems engineering; Mechanical engineering; Structural engineering","score_opus":0.01059718337663834,"score_gpt":0.2555442066383867,"score_spread":0.24494702326174833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115313931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98444736,0.000048469363,0.014995634,0.00024577844,0.000078937104,0.00011889902,0.00002473029,0.0000050854883,0.000035085108],"genre_scores_gemma":[0.9988869,0.00001668817,0.0008857356,0.0000074709037,0.00018824548,0.0000013112158,0.0000028512854,0.000008549561,0.0000022503464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937975,0.0000064321307,0.00020137263,0.000060009286,0.00030040898,0.000052025094],"domain_scores_gemma":[0.99932724,0.00015488452,0.00022756966,0.000036185884,0.00022484158,0.000029246783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024198924,0.00008477964,0.00018665488,0.00006927862,0.000021074857,0.00004933394,0.00013979465,0.000019700536,0.000009091241],"category_scores_gemma":[0.000050235183,0.000048786238,0.00005564551,0.00010315457,0.000031200885,0.00024690057,0.000016599002,0.00008663106,2.8585854e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010531251,0.000056578872,0.011457423,0.000045092136,0.0029274854,0.0000053577546,0.025945593,0.90969396,0.019908015,0.0009759802,0.00007747615,0.02785391],"study_design_scores_gemma":[0.008519039,0.004021307,0.21557626,0.00031377428,0.0015877379,0.00009609224,0.05666313,0.53768194,0.1681772,0.006421318,0.00024264528,0.00069953816],"about_ca_topic_score_codex":0.0000051093534,"about_ca_topic_score_gemma":0.0000046967957,"teacher_disagreement_score":0.37201202,"about_ca_system_score_codex":0.000019306215,"about_ca_system_score_gemma":0.000009536757,"threshold_uncertainty_score":0.1989445},"labels":[],"label_agreement":null},{"id":"W3199685950","doi":"10.1177/09560599211035708","title":"Realization of historical Persian ornamental and geometric patterns as architectural components in innovative reciprocal frame barrel vaults","year":2021,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Frame (networking); Displacement (psychology); Vault (architecture); Computer science; Plan (archaeology); Structural engineering; Engineering drawing; Barrel (horology); Reciprocal; Realization (probability); Engineering; Mechanical engineering; Mathematics; Archaeology; Geography","score_opus":0.009621826092375923,"score_gpt":0.23160000068227332,"score_spread":0.2219781745898974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199685950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990555,0.00040520454,0.00791329,0.00031798976,0.00064578204,0.00003283375,0.00001751355,0.000006872153,0.00010554797],"genre_scores_gemma":[0.9977161,0.00019028597,0.001849491,0.00003528814,0.00013929632,4.4328507e-7,0.000039751794,0.000010437729,0.000018848003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9988986,0.000030202122,0.0004310293,0.00010532792,0.00043816227,0.0000966773],"domain_scores_gemma":[0.99919236,0.0000452498,0.00020577185,0.000051694697,0.0004535461,0.000051372106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006415938,0.00011622477,0.00023372278,0.00057423627,0.000017325327,0.000035509303,0.00013948584,0.00006485766,0.000086226064],"category_scores_gemma":[0.00014561313,0.00009931485,0.00006300621,0.00048458084,0.000024379526,0.00015214477,0.00003907115,0.00022226592,2.3011259e-7],"study_design_candidate":"observational","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":[0.0005565126,0.00010834786,0.41780168,0.00013831104,0.0014188408,0.00046826902,0.0072500296,0.4393837,0.07839201,0.00415889,0.0005015267,0.049821924],"study_design_scores_gemma":[0.0019111715,0.00014034736,0.9499873,0.00020517505,0.000051549076,0.0009897253,0.0010238911,0.017462708,0.024318503,0.0032739367,0.00033574982,0.00029996372],"about_ca_topic_score_codex":0.00015936821,"about_ca_topic_score_gemma":0.000042377582,"teacher_disagreement_score":0.5321856,"about_ca_system_score_codex":0.00035103087,"about_ca_system_score_gemma":0.000025021393,"threshold_uncertainty_score":0.4049942},"labels":[],"label_agreement":null}]}