{"meta":{"query_hash":"05b443dddeb5","filters":{"topic":"Architecture and Computational Design"},"cohort_total":804,"direct_labels_cover":0,"predictions_cover":804,"exported":804,"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/05b443dddeb5","api":"https://metacan.xera.ac/api/v1/cohort?topic=Architecture+and+Computational+Design"},"results":[{"id":"W102557375","doi":"","title":"A Bauhausler in Canada : Andor Weininger in the 50´s","year":2010,"lang":"en","type":"article","venue":"Border crossings: a magazine for the arts","topic":"Architecture and Computational Design","field":"Engineering","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":"Computer science","score_opus":0.0078013129112347555,"score_gpt":0.2345307720328635,"score_spread":0.22672945912162873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W102557375","genre_codex":"commentary","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":[0.0010148844,0.10351136,0.0009448983,0.7842151,0.052252162,0.000016597056,0.00011420515,0.0000980826,0.057832748],"genre_scores_gemma":[0.050352983,0.117805295,0.0019764958,0.28487092,0.021934973,0.00004541271,0.00015409378,0.0005314603,0.52232844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708503,0.0004682667,0.0000672235,0.00031026668,0.0014419847,0.00062717026],"domain_scores_gemma":[0.9949603,0.00079237844,0.000108776316,0.00010124671,0.00231627,0.0017210194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029146508,0.0011368381,0.0008054333,0.0017731924,0.019833397,0.012192496,0.0015949088,0.008219219,0.015477287],"category_scores_gemma":[0.008234789,0.0006340309,0.0004437632,0.002623747,0.010454726,0.007892675,0.0035805933,0.0126122935,0.0038426844],"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":[0.00000982856,0.0000054961133,0.000109554516,0.000021950098,0.0000024631295,0.000047702477,0.0008818573,0.000055453012,0.00002964862,0.019730072,0.96834445,0.010761623],"study_design_scores_gemma":[0.000002498025,0.0000024608125,0.00013848621,0.0000992392,0.0000022002548,0.000039260587,0.002123254,0.000034629644,0.00004943395,0.0030379738,0.9944547,0.000015950742],"about_ca_topic_score_codex":0.7649375,"about_ca_topic_score_gemma":0.88942116,"teacher_disagreement_score":0.23506248,"about_ca_system_score_codex":0.028580204,"about_ca_system_score_gemma":0.04341857,"threshold_uncertainty_score":0.4728936},"labels":[],"label_agreement":null},{"id":"W120048430","doi":"","title":"Avamposti per l'arte. Architettura per punti. Saundel's Architecture, Long Studio, Squish Studio, Bridge Studio, Tower Studio, Foga Island, Canada 2010-11.","year":2012,"lang":"it","type":"article","venue":"Casabella","topic":"Architecture and Computational Design","field":"Engineering","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":"Studio; Tower; Art; Architecture; Engineering; Visual arts","score_opus":0.015867586753939726,"score_gpt":0.22276263786553435,"score_spread":0.20689505111159462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120048430","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":[0.009464179,0.07720292,0.008684177,0.0178295,0.008520329,0.00006568928,0.002352149,0.001971595,0.8739095],"genre_scores_gemma":[0.033335373,0.014499905,0.007480807,0.00057931314,0.0003797562,0.00004002918,0.0009661202,0.00093904696,0.94177973],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994604,0.000078372184,0.000019359997,0.00006724934,0.00027913897,0.00009555788],"domain_scores_gemma":[0.99936885,0.000092262424,0.000019287902,0.00007831472,0.00032988022,0.000111454036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069106254,0.0007210047,0.00031377794,0.001142971,0.0023143177,0.0034724341,0.0007296038,0.00090565963,0.085966095],"category_scores_gemma":[0.0012296612,0.00076786836,0.00033253038,0.0018841979,0.0010434034,0.0017271602,0.0014498106,0.0020323107,0.020541998],"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":[0.000040140447,0.000033065113,0.0010063562,0.00017429831,0.0000059099357,0.000113596034,0.0011031495,0.00035750054,0.00076424336,0.0190304,0.718292,0.2590794],"study_design_scores_gemma":[0.0000030641047,0.000008384249,0.002246164,0.00008195892,0.0000033795532,0.00011423907,0.0003573953,0.00018303395,0.00018208266,0.0011870852,0.99562645,0.000006820397],"about_ca_topic_score_codex":0.1295626,"about_ca_topic_score_gemma":0.42576635,"teacher_disagreement_score":0.8704374,"about_ca_system_score_codex":0.0032877987,"about_ca_system_score_gemma":0.0038307235,"threshold_uncertainty_score":0.28758526},"labels":[],"label_agreement":null},{"id":"W125968505","doi":"10.22329/p.v6i2.3489","title":"Peter Sloterdijk, &lt;i&gt;Tu dois changer ta vie. Des anthropotechniques&lt;/i&gt;","year":2011,"lang":"fr","type":"article","venue":"PhaenEx","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Theology","score_opus":0.0290810399740797,"score_gpt":0.23927423891046148,"score_spread":0.21019319893638178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W125968505","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":[0.012509384,0.08718878,0.08820521,0.091948144,0.02076636,0.0001036833,0.0015452008,0.0014890259,0.69624424],"genre_scores_gemma":[0.06810597,0.032513782,0.01731814,0.0027001232,0.0015247646,0.00005186659,0.00039347212,0.0010901184,0.87630177],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993718,0.0001441349,0.000023866542,0.00017085392,0.0002284578,0.00006090706],"domain_scores_gemma":[0.99955326,0.0001754138,0.00003467486,0.000046244855,0.00010768115,0.00008260942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007945294,0.0006641276,0.00031443528,0.0006618895,0.0015945405,0.0028391948,0.0004335999,0.0012188178,0.061203405],"category_scores_gemma":[0.0020146077,0.0005094631,0.0001890181,0.0007080221,0.001604161,0.003658108,0.0013904533,0.002104959,0.021719284],"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":[0.00012744758,0.000039322054,0.00054232386,0.00030745065,0.000012963551,0.00019306803,0.0014442783,0.0010407931,0.0029713311,0.3328741,0.48888445,0.17156245],"study_design_scores_gemma":[0.000004843352,0.000012867682,0.00025959802,0.000047517737,0.0000029476237,0.00019133,0.00025798098,0.000292051,0.0012424169,0.0138318855,0.9838434,0.000013112092],"about_ca_topic_score_codex":0.0044425973,"about_ca_topic_score_gemma":0.008321057,"teacher_disagreement_score":0.061203405,"about_ca_system_score_codex":0.00093973876,"about_ca_system_score_gemma":0.0010179402,"threshold_uncertainty_score":0.20474577},"labels":[],"label_agreement":null},{"id":"W1518969439","doi":"","title":"Buildings: ’Flying’ Design Center Delights Toronto","year":2005,"lang":"en","type":"article","venue":"Civil engineering","topic":"Architecture and Computational Design","field":"Engineering","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":"Center (category theory); Engineering; Architectural engineering; Civil engineering; Aeronautics; Transport engineering","score_opus":0.0070971264716248325,"score_gpt":0.18486063081207607,"score_spread":0.17776350434045124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518969439","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":[0.019288065,0.0031095038,0.006884503,0.0037345763,0.000753396,0.00007100389,0.0040230355,0.0015107987,0.960625],"genre_scores_gemma":[0.05136101,0.0013324821,0.005124911,0.00016403485,0.000091565176,0.000018321036,0.0017622596,0.0004414559,0.9397039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997607,0.0000191393,0.000003438511,0.00004023166,0.00010607032,0.00007043786],"domain_scores_gemma":[0.9997924,0.000012097295,0.0000064738447,0.000018206214,0.00007000533,0.000100889716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001966006,0.00073772797,0.00018225482,0.00040487267,0.0042597475,0.00214699,0.0003683418,0.00073441607,0.18730812],"category_scores_gemma":[0.00021753863,0.00044464608,0.00022350288,0.0008779985,0.0006175257,0.0006026682,0.001111287,0.0009099008,0.021538917],"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":[0.00010370027,0.000032785956,0.0034924273,0.00011077804,0.000008924763,0.00056026,0.0020081112,0.0034780055,0.004293169,0.026506452,0.82023513,0.1391703],"study_design_scores_gemma":[0.0000045139964,0.000014663391,0.002663699,0.000016128286,0.0000028759716,0.000056396257,0.0004613498,0.00039028854,0.00043883306,0.00034451467,0.99559903,0.000007568524],"about_ca_topic_score_codex":0.5564273,"about_ca_topic_score_gemma":0.9182455,"teacher_disagreement_score":0.4435727,"about_ca_system_score_codex":0.008162022,"about_ca_system_score_gemma":0.0058027827,"threshold_uncertainty_score":0.89237},"labels":[],"label_agreement":null},{"id":"W1569899199","doi":"","title":"Il progetto tecnologico del bambù: utilizzo di pannelli di bambù in moduli abitativi di emergenza e caratteristiche ambientali.","year":2011,"lang":"it","type":"article","venue":"","topic":"Architecture and Computational 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":"Biology","score_opus":0.038814716866348055,"score_gpt":0.23542854528797394,"score_spread":0.1966138284216259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569899199","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":[0.9162604,0.040952105,0.011519083,0.0026982946,0.00035724274,0.00016997533,0.00091298536,0.00023006173,0.02689984],"genre_scores_gemma":[0.9621942,0.014018806,0.011036423,0.00046768918,0.0000741406,0.00013153814,0.00037455015,0.00006436945,0.011638403],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958867,0.00010865061,0.000019161464,0.00014211271,0.000081857426,0.000059503665],"domain_scores_gemma":[0.9996729,0.0000806755,0.00006539054,0.00003415302,0.00008321363,0.00006370568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084270776,0.0005012808,0.00035616942,0.00055697816,0.0007548817,0.002026953,0.0006050147,0.0007022862,0.0036592225],"category_scores_gemma":[0.00080930814,0.00021324836,0.0003009613,0.001047677,0.00067142374,0.0016041961,0.00064289715,0.00057234144,0.00093198044],"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":[0.0018808636,0.0004899587,0.03733037,0.0034851606,0.00014350872,0.00059866393,0.003164745,0.0013155475,0.66367483,0.0047160294,0.002108638,0.2810917],"study_design_scores_gemma":[0.00014760495,0.005629247,0.3427369,0.0013861622,0.0005707557,0.0016510034,0.009758066,0.0034884443,0.2514719,0.006404298,0.3765956,0.0001600447],"about_ca_topic_score_codex":0.0092884125,"about_ca_topic_score_gemma":0.02666152,"teacher_disagreement_score":0.0092884125,"about_ca_system_score_codex":0.0014134194,"about_ca_system_score_gemma":0.0009854293,"threshold_uncertainty_score":0.018468678},"labels":[],"label_agreement":null},{"id":"W1575470840","doi":"","title":"Studio di un sistema costruttivo in bambù per la realizzazione di edifici ecosostenibili in Europa","year":2012,"lang":"it","type":"article","venue":"","topic":"Architecture and Computational 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":"Humanities; Art; Political science","score_opus":0.013839420800417826,"score_gpt":0.23025053631308928,"score_spread":0.21641111551267145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575470840","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":[0.9193606,0.006512518,0.013109228,0.0025871554,0.00015651471,0.00013378503,0.0019098514,0.00017798877,0.05605242],"genre_scores_gemma":[0.9791253,0.0017147347,0.0059173023,0.00019158112,0.00003538818,0.000076361466,0.00048272032,0.000049514892,0.012407089],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915886,0.00025592977,0.000035223435,0.00020707728,0.00020063767,0.00014229988],"domain_scores_gemma":[0.99913436,0.0002727484,0.00016491846,0.00007645914,0.00021652957,0.00013501407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649399,0.00049769593,0.0004626225,0.0010251572,0.0012373993,0.0032679061,0.00062332384,0.0008983604,0.010536098],"category_scores_gemma":[0.001660438,0.0002765895,0.00040730025,0.0023043775,0.001008837,0.0018651774,0.0010586502,0.0005065524,0.0012963933],"study_design_candidate":"bench_or_experimental","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":[0.001671636,0.0005267179,0.5109985,0.0020979142,0.00031186058,0.0020244657,0.009809256,0.024407899,0.06836377,0.08958376,0.011760228,0.27844402],"study_design_scores_gemma":[0.00007166732,0.0008538964,0.7352896,0.00061731116,0.0002550239,0.0007464003,0.012140293,0.03978343,0.014650504,0.0362175,0.15925726,0.00011715898],"about_ca_topic_score_codex":0.05138805,"about_ca_topic_score_gemma":0.06618007,"teacher_disagreement_score":0.05138805,"about_ca_system_score_codex":0.005734685,"about_ca_system_score_gemma":0.0021468226,"threshold_uncertainty_score":0.10217786},"labels":[],"label_agreement":null},{"id":"W1588931098","doi":"","title":"Teaching architectural acoustics to architecture students of the Laval University","year":2012,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Architecture; Architectural acoustics; Context (archaeology); Architectural engineering; Architectural design; Room acoustics; Engineering; Everyday life; Computer science; Mathematics education; Psychology; Visual arts; Art; Epistemology","score_opus":0.00576193781921822,"score_gpt":0.19351040851795367,"score_spread":0.18774847069873546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588931098","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":[0.8273864,0.005366671,0.012048817,0.031374943,0.0012028392,0.0006353123,0.00039543488,0.0005029828,0.121086724],"genre_scores_gemma":[0.80907494,0.004153127,0.019818237,0.0029091812,0.00027168554,0.000323641,0.0002094947,0.00013351542,0.16310622],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849784,0.00042539331,0.00004360699,0.00023081542,0.00031014232,0.00049216347],"domain_scores_gemma":[0.9966331,0.00026368143,0.00018225424,0.00008886582,0.0006245194,0.002207584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013776565,0.00094220386,0.00044827373,0.0014777783,0.00907881,0.0041622617,0.0012165642,0.0016235111,0.0171569],"category_scores_gemma":[0.0024941615,0.00058684143,0.00046706572,0.0009200383,0.0023551534,0.0008778555,0.0023389626,0.0016978662,0.0041009653],"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":[0.0006505432,0.00793448,0.110460155,0.00093158375,0.000050790597,0.0029382561,0.1792042,0.0025649662,0.025393218,0.021350088,0.14860697,0.49991488],"study_design_scores_gemma":[0.00005495152,0.0013091168,0.09560679,0.0005221287,0.000051015988,0.0014854644,0.13774292,0.002558686,0.009008207,0.004630216,0.7468541,0.00017633606],"about_ca_topic_score_codex":0.11875258,"about_ca_topic_score_gemma":0.32383728,"teacher_disagreement_score":0.8812474,"about_ca_system_score_codex":0.011844349,"about_ca_system_score_gemma":0.019738453,"threshold_uncertainty_score":0.23612273},"labels":[],"label_agreement":null},{"id":"W1594110956","doi":"","title":"Procedures for Community Based Parametric Design and Making","year":2014,"lang":"en","type":"article","venue":"A Matter of Design. Making Society through Science and Technology","topic":"Architecture and Computational Design","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":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Process (computing); Component (thermodynamics); Articulation (sociology); Computer science; Scale (ratio); Knowledge management; Engineering management; Engineering; Political science","score_opus":0.028371184548695305,"score_gpt":0.2702253549452786,"score_spread":0.2418541703965833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594110956","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012140664,0.00014909201,0.9418186,0.00094344595,0.0001883494,0.0012143987,0.00014663184,0.0012956292,0.05302981],"genre_scores_gemma":[0.036576007,0.00021149655,0.9233929,0.0002447243,0.00008199724,0.0022530132,0.00036255055,0.0006096804,0.03626754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9800283,0.009919342,0.0011519379,0.0025121577,0.00547034,0.00091788656],"domain_scores_gemma":[0.9796116,0.0077118273,0.0006241396,0.00811466,0.0031253877,0.0008123405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021121282,0.0012359716,0.00090476347,0.0035979864,0.006251749,0.009903261,0.004925728,0.0030989365,0.058064688],"category_scores_gemma":[0.030810827,0.001084262,0.0025986938,0.002927038,0.0094871875,0.0073121963,0.011943197,0.0039287345,0.017197749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005167048,0.00010083464,0.00023391111,0.00017464186,0.0000220197,0.00013770624,0.0027577216,0.004893388,0.0010164833,0.87359136,0.01036714,0.10665317],"study_design_scores_gemma":[0.00005582477,0.00008184101,0.00016417642,0.00022614608,0.000021185804,0.00016453897,0.0013873904,0.013882679,0.0019331849,0.64495206,0.33707774,0.000053201456],"about_ca_topic_score_codex":0.0036008388,"about_ca_topic_score_gemma":0.004311774,"teacher_disagreement_score":0.058064688,"about_ca_system_score_codex":0.0032650104,"about_ca_system_score_gemma":0.0071225916,"threshold_uncertainty_score":0.1942457},"labels":[],"label_agreement":null},{"id":"W1604015428","doi":"","title":"JR: Image Bridge Builder. JR, The Wrinkles of the City. JR, The Wrinkles of the City","year":2012,"lang":"en","type":"article","venue":"Ciel variable : Art, photo, médias, culture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Art","score_opus":0.0181882191242198,"score_gpt":0.22607712990386578,"score_spread":0.20788891077964597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604015428","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":[0.001880284,0.002876984,0.048748374,0.006874272,0.002552396,0.00017602464,0.027725762,0.07713531,0.83203065],"genre_scores_gemma":[0.011635929,0.0026188546,0.02528581,0.0009384566,0.00042405946,0.00015512723,0.01617807,0.035070043,0.9076937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994173,0.000035478515,0.000027587093,0.00010270848,0.00036180113,0.000055112894],"domain_scores_gemma":[0.9988269,0.00014908881,0.00005478205,0.00021727225,0.00044206137,0.00030986016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007451845,0.0014224247,0.00054117246,0.0029433486,0.0013448648,0.006378579,0.0015607792,0.0020457366,0.45424983],"category_scores_gemma":[0.0033687202,0.0012102725,0.0006602259,0.0030404471,0.0009717668,0.006871378,0.0033582156,0.0025305576,0.29172853],"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":[0.000030712265,0.000014165853,0.00015752301,0.00008836493,0.0000031429533,0.000058639118,0.00020198464,0.0001230594,0.0006077616,0.006790868,0.91172653,0.080197416],"study_design_scores_gemma":[0.000009058569,0.000006544977,0.00048395392,0.000055235494,0.000004942189,0.00010139249,0.00015067078,0.00030979622,0.0006592515,0.0021484522,0.99605465,0.000016022928],"about_ca_topic_score_codex":0.01817548,"about_ca_topic_score_gemma":0.04111771,"teacher_disagreement_score":0.45424983,"about_ca_system_score_codex":0.0011236463,"about_ca_system_score_gemma":0.0011669702,"threshold_uncertainty_score":0.7784464},"labels":[],"label_agreement":null},{"id":"W172396475","doi":"","title":"Sheila Segal: Drawings and Other Constructions","year":2001,"lang":"en","type":"article","venue":"Espace Sculpture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aesthetics; Linguistics; Mathematics; Art; Philosophy","score_opus":0.004818419478858457,"score_gpt":0.19366491687456103,"score_spread":0.18884649739570258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W172396475","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":[0.024049273,0.009336348,0.31853232,0.013365588,0.0013792135,0.00002681011,0.00029119602,0.001872215,0.63114697],"genre_scores_gemma":[0.45241272,0.010619812,0.1158038,0.001059811,0.00076613226,0.00007554941,0.00070329494,0.0015348743,0.41702396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999721,0.000103736136,0.00000794442,0.00004820789,0.00009248825,0.000026532287],"domain_scores_gemma":[0.9997043,0.0001293432,0.000016068178,0.00006872917,0.000052685176,0.000028849141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028482926,0.0007770635,0.00027900125,0.0009879966,0.0013819495,0.0024648507,0.000800474,0.0012064512,0.033031225],"category_scores_gemma":[0.0016961544,0.00044948357,0.00031352465,0.0016262021,0.0023631286,0.0049174824,0.0020688942,0.0017368103,0.0059195003],"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":[0.000014548265,0.0000064733113,0.00007097988,0.00003230852,0.0000031921743,0.00005565539,0.00034639458,0.0015707767,0.00041796954,0.9199086,0.033425223,0.044147827],"study_design_scores_gemma":[0.000009650785,0.000007692031,0.00012692537,0.00005088568,0.000007840482,0.00015043092,0.0004344715,0.004783216,0.0013510541,0.63931686,0.3537412,0.000019762147],"about_ca_topic_score_codex":0.003045719,"about_ca_topic_score_gemma":0.0060317037,"teacher_disagreement_score":0.033031225,"about_ca_system_score_codex":0.0008936874,"about_ca_system_score_gemma":0.00029067503,"threshold_uncertainty_score":0.110500455},"labels":[],"label_agreement":null},{"id":"W1726284574","doi":"","title":"PLEA 2011 : Architecture and Sustainable Development - volume 1 : 27th International Conference on Passive and Low Energy Architecture","year":2011,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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":"Plea; Architecture; Theme (computing); Sustainable development; Subject (documents); Sustainability; Sustainable energy; Political science; Engineering ethics; Engineering; Sociology; Architectural engineering; Library science; Computer science; Law; History; Renewable energy; Archaeology; World Wide Web","score_opus":0.008424651200089506,"score_gpt":0.17801038108187436,"score_spread":0.16958572988178486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1726284574","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":[0.0023115696,0.10261915,0.016551504,0.044599395,0.052101053,0.00026149562,0.0012045386,0.000958261,0.779393],"genre_scores_gemma":[0.012000544,0.040493596,0.003718008,0.0014186319,0.0040100953,0.00012202232,0.0011441372,0.00065827515,0.9364347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926823,0.00011211739,0.00002661767,0.000107265536,0.0003606394,0.00012526663],"domain_scores_gemma":[0.99887556,0.00016886828,0.00004492462,0.00013191217,0.0004809045,0.0002977567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264623,0.0015245185,0.0009551124,0.0013747076,0.0017599234,0.0068261623,0.0012112407,0.0022319017,0.156146],"category_scores_gemma":[0.0019750183,0.0005427232,0.0007450851,0.0022331306,0.0013196863,0.003503838,0.002738292,0.003352064,0.04943938],"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":[0.000027535081,0.000036986414,0.00012373268,0.00023747967,0.0000104845,0.0000372044,0.000053374228,0.0007053796,0.0006436681,0.019650765,0.90652823,0.071945116],"study_design_scores_gemma":[0.0000026662506,0.000009139693,0.00026091284,0.0001054311,0.0000026837793,0.000043106105,0.000045340636,0.00022640222,0.00016910264,0.0030404404,0.99608874,0.0000060575776],"about_ca_topic_score_codex":0.008040369,"about_ca_topic_score_gemma":0.018778982,"teacher_disagreement_score":0.156146,"about_ca_system_score_codex":0.0037809971,"about_ca_system_score_gemma":0.0050013876,"threshold_uncertainty_score":0.52236044},"labels":[],"label_agreement":null},{"id":"W1753057713","doi":"10.1520/stp37720s","title":"Chapter 2: The Nature of Concrete","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","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":"Intertek (Canada)","funders":"","keywords":"Materials science; Geology","score_opus":0.005446868764140513,"score_gpt":0.1756137473903919,"score_spread":0.17016687862625138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1753057713","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":[0.0027571572,0.02991489,0.046322994,0.004794798,0.0015037324,0.0000804423,0.00033494525,0.00030111955,0.91398996],"genre_scores_gemma":[0.11241577,0.03471448,0.04807157,0.002330169,0.0015286907,0.00027334524,0.0008755227,0.00083580165,0.79895467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999331,0.00012059519,0.00003407063,0.00018795511,0.0002594597,0.00006695837],"domain_scores_gemma":[0.9994998,0.00017965394,0.000031604923,0.00011536778,0.0001351539,0.00003852966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059380464,0.00070708216,0.00040952078,0.0010193703,0.0018214763,0.0059463233,0.0010563467,0.0017045537,0.038143586],"category_scores_gemma":[0.0014257188,0.0006,0.00050685834,0.0011209768,0.00490802,0.0067381756,0.0019958776,0.0026299937,0.010641305],"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":[0.000008066775,0.000008625703,0.00006866155,0.0001418391,0.000002226725,0.000045386754,0.0011969421,0.00024344769,0.00037314446,0.9380691,0.027293222,0.032549318],"study_design_scores_gemma":[0.0000017974611,0.0000067269207,0.0001196776,0.0002455077,0.0000023593227,0.00015693219,0.00022078307,0.0001993348,0.00043404233,0.18345466,0.8151512,0.0000069353214],"about_ca_topic_score_codex":0.001874206,"about_ca_topic_score_gemma":0.002610325,"teacher_disagreement_score":0.038143586,"about_ca_system_score_codex":0.0019697647,"about_ca_system_score_gemma":0.0012801796,"threshold_uncertainty_score":0.127603},"labels":[],"label_agreement":null},{"id":"W178410994","doi":"","title":"BEYOND THE CARTESIAN GRAPH: 3D VISUALIZATION IN LITERARY CLASSROOMS","year":2011,"lang":"en","type":"article","venue":"INTED2011 Proceedings","topic":"Architecture and Computational Design","field":"Engineering","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":"Visualization; Graph; Computer science; Graph drawing; Computer graphics (images); Mathematics; Artificial intelligence; Theoretical computer science","score_opus":0.0117053102357567,"score_gpt":0.1994139337185736,"score_spread":0.18770862348281692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W178410994","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":[0.09532243,0.0034801094,0.76211476,0.0054357583,0.0005041137,0.00013492652,0.000931286,0.009041277,0.12303521],"genre_scores_gemma":[0.75311685,0.00251228,0.21936646,0.0003567271,0.00017299685,0.00019829025,0.0005073287,0.00268498,0.021084037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993223,0.0003746695,0.000021407055,0.00009115068,0.0001397154,0.00005071268],"domain_scores_gemma":[0.9978815,0.0012578842,0.000069934526,0.0003492159,0.00024595272,0.00019540342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089479465,0.0008610919,0.00055753987,0.0018401291,0.0016118729,0.008487129,0.0010853703,0.0015197672,0.021440627],"category_scores_gemma":[0.0043910583,0.0006001087,0.0005068521,0.001674193,0.0023425717,0.0068538585,0.00513227,0.0013800925,0.0030838007],"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":[0.0004245976,0.00013006861,0.0040819743,0.0009869799,0.000057488473,0.0011714161,0.05144102,0.02466316,0.0153041845,0.467576,0.050141767,0.38402128],"study_design_scores_gemma":[0.00009714519,0.000114520364,0.0020697059,0.0005075768,0.000052661708,0.00072462216,0.01926812,0.104008846,0.009934095,0.5420989,0.32101932,0.000104495964],"about_ca_topic_score_codex":0.0016223142,"about_ca_topic_score_gemma":0.0028220532,"teacher_disagreement_score":0.021440627,"about_ca_system_score_codex":0.0006625336,"about_ca_system_score_gemma":0.00075438735,"threshold_uncertainty_score":0.071726024},"labels":[],"label_agreement":null},{"id":"W1792987458","doi":"10.1002/0471221635.ch1","title":"Humanistic Intelligence as a Basis for Intelligent Image Processing","year":2001,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cybernetics; Wearable computer; Humanism; Computer science; Process (computing); Human–computer interaction; Artificial intelligence; Control (management); Cognitive science; Psychology","score_opus":0.01745089510054632,"score_gpt":0.26318297513753114,"score_spread":0.24573208003698482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1792987458","genre_codex":"methods","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":[0.016021067,0.0069259927,0.48872796,0.0074311253,0.00040534025,0.00008226643,0.000087603235,0.0006237112,0.47969484],"genre_scores_gemma":[0.5724767,0.008309313,0.29978934,0.0012933833,0.0005186339,0.00026621553,0.0001899589,0.00029369572,0.11686269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996264,0.0001050201,0.000016446938,0.00006714168,0.0001556726,0.00002934557],"domain_scores_gemma":[0.99965703,0.0001169045,0.00002218088,0.00010042204,0.00007105143,0.00003242212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060029916,0.0005151098,0.00026501823,0.00085944956,0.0008521975,0.003755121,0.0008350147,0.00085945363,0.007061391],"category_scores_gemma":[0.001445945,0.00027792918,0.0003475689,0.0006385551,0.006253873,0.0032489516,0.0014344641,0.0015522143,0.0017593547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045713127,0.000006277977,0.000054666725,0.000032544955,0.000004067846,0.00003405193,0.00041771177,0.0014237288,0.000508584,0.9746422,0.00296447,0.019907206],"study_design_scores_gemma":[0.000004685952,0.000008330763,0.00013895416,0.000036926052,0.000003287823,0.0000901142,0.00012793038,0.009021657,0.00081022223,0.9057672,0.08398232,0.000008412774],"about_ca_topic_score_codex":0.0009641176,"about_ca_topic_score_gemma":0.0012617698,"teacher_disagreement_score":0.007061391,"about_ca_system_score_codex":0.0011012879,"about_ca_system_score_gemma":0.00067309523,"threshold_uncertainty_score":0.023622692},"labels":[],"label_agreement":null},{"id":"W1793430860","doi":"","title":"La regolamentazione degli edifici per appartamenti a Toronto e Londra: una preistoria","year":2005,"lang":"it","type":"article","venue":"UCL Discovery (University College London)","topic":"Architecture and Computational Design","field":"Engineering","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":"Humanities; Art","score_opus":0.005568867117178993,"score_gpt":0.1892328473868524,"score_spread":0.1836639802696734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1793430860","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":[0.4381696,0.09051206,0.015865628,0.19298527,0.0045450195,0.00012612154,0.0070430133,0.0011081641,0.24964517],"genre_scores_gemma":[0.7240566,0.028484326,0.021062003,0.0048390822,0.00089560903,0.00005674508,0.0018900521,0.00050602393,0.21820948],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99793136,0.00029954914,0.00007687807,0.0003395722,0.000771222,0.0005814853],"domain_scores_gemma":[0.9944923,0.0005498346,0.0005399007,0.0007231025,0.0020013081,0.0016936372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019479073,0.000754475,0.00031609196,0.0020949207,0.0029327618,0.0056324517,0.001439189,0.0013394144,0.01575799],"category_scores_gemma":[0.0044055725,0.00044199196,0.00041456343,0.004172439,0.0028641596,0.0021039334,0.0028018528,0.0017839278,0.0020501376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007214943,0.00010008538,0.065755546,0.0011149131,0.00011600987,0.00070928305,0.018322596,0.002320035,0.008810863,0.100649916,0.22895975,0.5724195],"study_design_scores_gemma":[0.000018075894,0.00008744963,0.10934196,0.0002553045,0.00006244376,0.0003096098,0.005825913,0.00049961393,0.0034935663,0.0024404987,0.877612,0.000053508455],"about_ca_topic_score_codex":0.72091454,"about_ca_topic_score_gemma":0.8943394,"teacher_disagreement_score":0.27908546,"about_ca_system_score_codex":0.026414298,"about_ca_system_score_gemma":0.033829793,"threshold_uncertainty_score":0.5614581},"labels":[],"label_agreement":null},{"id":"W1833664719","doi":"10.22230/cjc.2005v30n1a1534","title":"The Singular Objects of Architecture","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Architecture and Computational Design","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Bishop's University","funders":"","keywords":"Architecture; Computer science; Geography; Archaeology","score_opus":0.005309746303468582,"score_gpt":0.18500467875530371,"score_spread":0.17969493245183513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833664719","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":[0.06800871,0.0053703943,0.14592692,0.0098899575,0.0006439552,0.00006515804,0.00018549923,0.00027736,0.76963204],"genre_scores_gemma":[0.9083929,0.0014380874,0.028203579,0.0005512521,0.0003571717,0.000086967586,0.00016207648,0.00015829239,0.060649652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988955,0.0004377207,0.000052384534,0.00023260877,0.0002379685,0.00014384175],"domain_scores_gemma":[0.9987931,0.00035004734,0.00008929195,0.00038077575,0.00024006203,0.00014674502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013910473,0.0005088775,0.0005537091,0.0017110582,0.00511652,0.00765358,0.00083516154,0.0017827454,0.0076598413],"category_scores_gemma":[0.0033626487,0.00051777513,0.00057708647,0.001501153,0.025218137,0.008156931,0.002657694,0.0030979307,0.0010657812],"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":[0.0000011930143,6.894432e-7,0.000028376273,0.0000023240698,6.8878666e-7,0.0000059117074,0.00036175371,0.000058789436,0.000023220882,0.99851173,0.00030144068,0.0007038087],"study_design_scores_gemma":[0.000002615771,0.0000025746426,0.000069743415,0.0000063694642,0.0000017601429,0.000018708886,0.00025338662,0.00026891343,0.000040802515,0.9825501,0.016782226,0.0000027452],"about_ca_topic_score_codex":0.008682468,"about_ca_topic_score_gemma":0.0083820345,"teacher_disagreement_score":0.008682468,"about_ca_system_score_codex":0.0035692423,"about_ca_system_score_gemma":0.0027670998,"threshold_uncertainty_score":0.025896788},"labels":[],"label_agreement":null},{"id":"W18362931","doi":"10.1023/a:1023025106197","title":"SmartSettle Described with the Montreal Taxonomy","year":2003,"lang":"en","type":"article","venue":"Group Decision and Negotiation","topic":"Architecture and Computational Design","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"Taxonomy (biology); Ecology; Biology","score_opus":0.009360370701804224,"score_gpt":0.1698730228288526,"score_spread":0.16051265212704838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18362931","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004653042,0.0014712993,0.43155104,0.0035664868,0.00056117703,0.00040251153,0.0015807356,0.003915154,0.55229855],"genre_scores_gemma":[0.18360306,0.0035326139,0.3839587,0.002141113,0.00026113112,0.0011814834,0.0042927405,0.0017288668,0.41930038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985953,0.0003412641,0.00011180877,0.00026797008,0.0004142592,0.0002694636],"domain_scores_gemma":[0.99839455,0.00028382972,0.00011221824,0.0005684539,0.0004367279,0.00020429553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014221253,0.0010440681,0.0005117684,0.0032036633,0.0033666398,0.0058817687,0.0027702898,0.0025642382,0.06025775],"category_scores_gemma":[0.00496371,0.00073627237,0.0010330348,0.004152504,0.004142809,0.0074957456,0.0040803016,0.0025832374,0.012865564],"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":[0.000015867574,0.0000100854095,0.0003042582,0.000061258,0.000005423363,0.00004810181,0.00029752456,0.0017162355,0.00018691964,0.94302464,0.019550296,0.034779254],"study_design_scores_gemma":[0.000010234714,0.000022580312,0.00028243245,0.000107893466,0.00000991207,0.00013005614,0.00023198464,0.007875425,0.00083383516,0.18300115,0.8074571,0.00003741047],"about_ca_topic_score_codex":0.094478905,"about_ca_topic_score_gemma":0.14872493,"teacher_disagreement_score":0.094478905,"about_ca_system_score_codex":0.0061836466,"about_ca_system_score_gemma":0.0071385396,"threshold_uncertainty_score":0.20158225},"labels":[],"label_agreement":null},{"id":"W184384693","doi":"","title":"Bishop Covers of Rectangular Boards.","year":2002,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics","score_opus":0.008313219173113198,"score_gpt":0.18457334719564494,"score_spread":0.17626012802253174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W184384693","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":[0.22763114,0.0012280085,0.18676598,0.00040133693,0.0003670809,0.00010305731,0.00069206266,0.0005173783,0.5822939],"genre_scores_gemma":[0.78324544,0.0008834229,0.034607362,0.000205794,0.00015219284,0.00009284261,0.0010216872,0.00029201037,0.17949928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969065,0.000050462746,0.000011680406,0.00006465193,0.000091239344,0.00009132918],"domain_scores_gemma":[0.9997017,0.00010072867,0.000031986587,0.00006206683,0.000039589424,0.00006402044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011433403,0.0005953957,0.00032369097,0.0010157233,0.00096137135,0.0014307812,0.00062170293,0.0004281805,0.030515805],"category_scores_gemma":[0.0009489983,0.00041506978,0.00033891885,0.0006415699,0.0010639745,0.0015748297,0.002074398,0.0010315527,0.004218728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012460543,0.000022808495,0.00048673138,0.00010565085,0.000018255585,0.0002840054,0.000353899,0.007765757,0.0064609563,0.9339996,0.008389813,0.0419878],"study_design_scores_gemma":[0.000047577378,0.000115806855,0.0021590183,0.00013368815,0.000044346907,0.00068713416,0.00096078514,0.033818197,0.013039914,0.7948845,0.15407312,0.000035935176],"about_ca_topic_score_codex":0.0015152206,"about_ca_topic_score_gemma":0.0031835383,"teacher_disagreement_score":0.030515805,"about_ca_system_score_codex":0.00046298956,"about_ca_system_score_gemma":0.00021150164,"threshold_uncertainty_score":0.10208559},"labels":[],"label_agreement":null},{"id":"W1851417609","doi":"10.1007/978-3-540-36728-4_24","title":"Dancing_without_gravity: A story of interface design","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in geoinformation and cartography","topic":"Architecture and Computational Design","field":"Engineering","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 Resources Canada","funders":"","keywords":"Interface (matter); Metaphor; Extension (predicate logic); Human–computer interaction; Computer science; Consistency (knowledge bases); Function (biology); Artificiality; Dialectic; Aesthetics; Epistemology; Artificial intelligence; Art; Linguistics; Philosophy","score_opus":0.01293817761508781,"score_gpt":0.21605893409229826,"score_spread":0.20312075647721045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1851417609","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":[0.06230772,0.009379213,0.30570313,0.056458343,0.0019891805,0.00012311037,0.0002286262,0.0012732631,0.56253743],"genre_scores_gemma":[0.71527267,0.0039571007,0.09769785,0.005696825,0.00038089138,0.0002647108,0.00016760235,0.0017870187,0.17477529],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777275,0.0013769288,0.000041251133,0.0002051743,0.00041737888,0.00018641859],"domain_scores_gemma":[0.99806863,0.0013386471,0.000040605853,0.00019561329,0.00019144674,0.00016506857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027534384,0.0011562146,0.00049462775,0.00091171986,0.005186339,0.010816137,0.0023173806,0.0054889987,0.012813539],"category_scores_gemma":[0.007912616,0.00072941673,0.00048079286,0.0009912178,0.014013348,0.01595326,0.004644929,0.0045982087,0.0025287853],"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":[0.00007769341,0.000055221593,0.0005094904,0.00016032429,0.000021628406,0.0005896126,0.06997073,0.0014385247,0.001842354,0.82012415,0.047136955,0.058073226],"study_design_scores_gemma":[0.000041576543,0.000086935135,0.00037535228,0.00031799125,0.000026450529,0.0009845186,0.027904496,0.005517305,0.0023309644,0.35746583,0.60488045,0.00006814382],"about_ca_topic_score_codex":0.0039035156,"about_ca_topic_score_gemma":0.0037523,"teacher_disagreement_score":0.012813539,"about_ca_system_score_codex":0.0015879567,"about_ca_system_score_gemma":0.000788489,"threshold_uncertainty_score":0.042865574},"labels":[],"label_agreement":null},{"id":"W1872424138","doi":"10.22230/cjc.2008v33n2a2026","title":"Bridging Urban and Media Studies: Jaqueline Tyrwhitt and the <i>Explorations</i> Group, 1951-1957","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Architecture and Computational Design","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Planner; Architecture; Sociology; Bridging (networking); Everyday life; Aesthetics; Media studies; Art; Epistemology; Philosophy; Visual arts; Computer science","score_opus":0.023287596151465632,"score_gpt":0.20700373925345716,"score_spread":0.18371614310199152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1872424138","genre_codex":"commentary","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":[0.12539874,0.14335962,0.003161741,0.6407703,0.0040547606,0.000051158324,0.00019106982,0.00009293732,0.08291965],"genre_scores_gemma":[0.80542594,0.06893579,0.002359049,0.024541106,0.002294356,0.00013473508,0.00009925508,0.00027498484,0.09593476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99836165,0.0009282817,0.000030181951,0.00023118353,0.00025573437,0.00019294399],"domain_scores_gemma":[0.994396,0.0034226852,0.0003833251,0.00011531277,0.000728942,0.00095377956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038071496,0.0004968885,0.00039103086,0.0021228732,0.013311501,0.006983383,0.0007713855,0.0021966551,0.0027240277],"category_scores_gemma":[0.005321834,0.0004610197,0.00014088444,0.002398111,0.0094192205,0.00793117,0.003226038,0.0032702256,0.0004766919],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001185448,0.00008382509,0.0042814566,0.00022460886,0.000014902456,0.0008676435,0.419801,0.00025684526,0.000406408,0.1558166,0.3666179,0.05151024],"study_design_scores_gemma":[0.000008805124,0.00003012916,0.0018683367,0.00031325204,0.00000699677,0.00028434824,0.095517576,0.000116733456,0.0003919867,0.012251408,0.8891827,0.000027747259],"about_ca_topic_score_codex":0.07866719,"about_ca_topic_score_gemma":0.14073387,"teacher_disagreement_score":0.07866719,"about_ca_system_score_codex":0.0076616025,"about_ca_system_score_gemma":0.007424271,"threshold_uncertainty_score":0.15641862},"labels":[],"label_agreement":null},{"id":"W1880733321","doi":"10.29173/cmplct8722","title":"Simplicity and Complexity: Pondering Literature, Science and Painting","year":2004,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Simplicity; Painting; Art history; Art; Philosophy; Epistemology","score_opus":0.03835415456000339,"score_gpt":0.2903046033162116,"score_spread":0.2519504487562082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1880733321","genre_codex":"review","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":[0.0018996869,0.9508233,0.002634284,0.010243025,0.0008779456,0.000005362837,0.000023484032,0.000021437561,0.033471465],"genre_scores_gemma":[0.08590651,0.88338125,0.0033151475,0.0046731327,0.0041818884,0.000028696528,0.000083003535,0.000060337257,0.018370023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999119,0.00027878906,0.00006733108,0.000118169606,0.0003480904,0.00006864957],"domain_scores_gemma":[0.9979031,0.0013269581,0.0001508616,0.00013152021,0.0003634324,0.00012410672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011407569,0.0007849453,0.0009481107,0.00480688,0.0015713157,0.0065071112,0.0008078226,0.0017248712,0.009246505],"category_scores_gemma":[0.0047317813,0.00042817518,0.00040875637,0.006503678,0.010098087,0.013761665,0.0021267869,0.0020793788,0.0013239206],"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":[0.000045566285,0.000031351854,0.0006970964,0.0028500466,0.000038366346,0.0002500642,0.005101737,0.0008031362,0.00033834763,0.5400656,0.13739786,0.31238082],"study_design_scores_gemma":[0.0000074765767,0.000023117627,0.0017464277,0.0025328503,0.00001643195,0.0006889299,0.0024917335,0.0002465612,0.00014262264,0.32309628,0.6689857,0.000021828588],"about_ca_topic_score_codex":0.0042069415,"about_ca_topic_score_gemma":0.007816942,"teacher_disagreement_score":0.009246505,"about_ca_system_score_codex":0.0027717852,"about_ca_system_score_gemma":0.0020091964,"threshold_uncertainty_score":0.030932605},"labels":[],"label_agreement":null},{"id":"W1898516576","doi":"10.24908/pceea.v0i0.3826","title":"INTEGRATED ARCHITECTURAL DESIGN: THE ROLE OF SOFTWARE IN COLLABORATING WITH ENGINEERS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering design process; Process (computing); Sustainability; Interior design; Architectural engineering; Engineering management; Engineering; Design process; Computer science; Knowledge management; Work in process; Operations management; Mechanical engineering","score_opus":0.00528650449664834,"score_gpt":0.15542069544830114,"score_spread":0.1501341909516528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1898516576","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":[0.011737294,0.0027925747,0.87724704,0.011382958,0.0006707535,0.0002619265,0.00006766618,0.0021811759,0.09365862],"genre_scores_gemma":[0.26920757,0.0034247183,0.70461714,0.0027016024,0.00043320245,0.000918741,0.00037338331,0.0014322989,0.016891342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96790844,0.022160785,0.0013033272,0.002372245,0.00537235,0.0008827369],"domain_scores_gemma":[0.97156143,0.015328474,0.0014547238,0.0065676332,0.0031181993,0.0019696136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023909803,0.0015795308,0.000999009,0.0035750465,0.0035530867,0.015548136,0.0050761993,0.00474454,0.008222244],"category_scores_gemma":[0.034386653,0.0014645123,0.0012026671,0.0033281788,0.017603375,0.018329376,0.015784828,0.0049171085,0.0032231351],"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":[0.00012048055,0.00029020544,0.0032261969,0.0012680822,0.00017613788,0.0005115354,0.04063972,0.015700145,0.0057143266,0.5761601,0.020039603,0.33615357],"study_design_scores_gemma":[0.000105571875,0.0002444897,0.0009082608,0.0012128585,0.00010794122,0.0007058239,0.0066160248,0.016398828,0.0019401313,0.5242781,0.44737104,0.00011090606],"about_ca_topic_score_codex":0.002562316,"about_ca_topic_score_gemma":0.0016421926,"teacher_disagreement_score":0.023909803,"about_ca_system_score_codex":0.0022932878,"about_ca_system_score_gemma":0.008006307,"threshold_uncertainty_score":0.12644863},"labels":[],"label_agreement":null},{"id":"W1903950286","doi":"10.1002/ad.1965","title":"Actualising (Overlooked) Material Capacities","year":2015,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":9,"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":"Facade; Architectural engineering; Scale (ratio); Computer science; Construction engineering; Engineering; Civil engineering","score_opus":0.040406443785424746,"score_gpt":0.21301594627846912,"score_spread":0.17260950249304438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1903950286","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":[0.051566027,0.010721564,0.40450928,0.023858849,0.0023834174,0.000121641366,0.0002473354,0.000850477,0.5057414],"genre_scores_gemma":[0.8100381,0.0077231214,0.14080486,0.0026386625,0.00053863734,0.00025283682,0.00015523928,0.00072649674,0.037122007],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968167,0.0009123531,0.00014688614,0.0006818446,0.0011576542,0.00028467376],"domain_scores_gemma":[0.9950976,0.0019721456,0.00030605707,0.0017549411,0.00070065516,0.00016871284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003625726,0.0009989833,0.000637872,0.0013878305,0.0020118246,0.006525432,0.0019940492,0.0024218813,0.0100955935],"category_scores_gemma":[0.009658177,0.0006667674,0.00050924317,0.0008725879,0.023138894,0.016253328,0.0058460487,0.004395213,0.0022012617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001469053,0.000010637042,0.00024211459,0.00022446051,0.000007218196,0.00009320445,0.0010524518,0.0016985491,0.0017283688,0.9751531,0.0015221275,0.018252967],"study_design_scores_gemma":[0.000010025213,0.000032910426,0.0003327813,0.00026369188,0.000012952746,0.00032719452,0.001862546,0.003028786,0.0041196793,0.8370715,0.15290132,0.00003657026],"about_ca_topic_score_codex":0.0014446113,"about_ca_topic_score_gemma":0.001945403,"teacher_disagreement_score":0.0100955935,"about_ca_system_score_codex":0.0028826236,"about_ca_system_score_gemma":0.0022254358,"threshold_uncertainty_score":0.033773124},"labels":[],"label_agreement":null},{"id":"W19282040","doi":"10.1016/j.archger.2009.02.005","title":"Baukuh. Una idea di architettura","year":2010,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Architecture and Computational 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":"Computer science","score_opus":0.006713623839742557,"score_gpt":0.2166101104772713,"score_spread":0.20989648663752875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W19282040","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":[0.065732755,0.14896335,0.0090959715,0.028116515,0.015792793,0.00062261487,0.015727423,0.0042673675,0.71168125],"genre_scores_gemma":[0.20805942,0.044181623,0.018038107,0.004454445,0.004158118,0.0009550377,0.009145744,0.0017086148,0.70929897],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986621,0.00031326344,0.000093401024,0.00040634826,0.00022119105,0.00030357204],"domain_scores_gemma":[0.99890304,0.0003083658,0.0001234848,0.00016597865,0.00017639344,0.00032271558],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013333046,0.0019158743,0.0015623717,0.0024159062,0.0020098926,0.0049216067,0.0010902606,0.0026067547,0.3550106],"category_scores_gemma":[0.0020560925,0.00081872,0.0007620274,0.002143034,0.0007881784,0.0019268867,0.0034755394,0.0019915598,0.3036492],"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":[0.0017673282,0.00078980514,0.0075549865,0.0026284014,0.00013490033,0.0019317315,0.00077304785,0.00064196775,0.0049795317,0.017474808,0.10149781,0.85982573],"study_design_scores_gemma":[0.00016258104,0.00036941163,0.012717838,0.0008508886,0.00009427037,0.0041904217,0.00046406413,0.00089081324,0.0017352144,0.0055079847,0.97295696,0.00005966193],"about_ca_topic_score_codex":0.0019303748,"about_ca_topic_score_gemma":0.0014909089,"teacher_disagreement_score":0.3550106,"about_ca_system_score_codex":0.0011115442,"about_ca_system_score_gemma":0.0010348891,"threshold_uncertainty_score":0.9199991},"labels":[],"label_agreement":null},{"id":"W1936054601","doi":"10.1002/ad.1976","title":"From Mass Customisation to Design ‘Democratisation’","year":2015,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":30,"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":"Downtown; Democratization; Democracy; Capitalism; Political science; Sociology; Engineering; Political economy; Economy; History; Law; Archaeology; Economics","score_opus":0.044940910832156164,"score_gpt":0.23173998650043093,"score_spread":0.18679907566827475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936054601","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":[0.065987535,0.00810313,0.09405147,0.06168718,0.00080538925,0.00009369665,0.00008291656,0.00045822086,0.7687304],"genre_scores_gemma":[0.9141604,0.0039182394,0.020448565,0.0038494153,0.00045853443,0.00011383723,0.00007211464,0.00043730298,0.056541543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9952122,0.0024060246,0.00016946314,0.0009216306,0.0009093145,0.0003812986],"domain_scores_gemma":[0.99527186,0.0016044575,0.00031286493,0.0022564416,0.00033261607,0.00022175841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049030622,0.00068458286,0.00043281732,0.0010605889,0.0027279789,0.006339153,0.0009895236,0.0016358396,0.010038442],"category_scores_gemma":[0.0057975496,0.0005338508,0.0003785087,0.0008679417,0.039351173,0.008965358,0.00736256,0.0034891728,0.0016307887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020988153,0.00001672447,0.00035267623,0.00009378962,0.000013586051,0.00005103914,0.007360425,0.0014826645,0.0005003643,0.9627815,0.0054942523,0.02183199],"study_design_scores_gemma":[0.000017257027,0.000039932464,0.0006792757,0.00019655147,0.0000075273906,0.00017529244,0.003225567,0.0012330936,0.00075651123,0.7095376,0.28411072,0.000020718802],"about_ca_topic_score_codex":0.0017915025,"about_ca_topic_score_gemma":0.0030596487,"teacher_disagreement_score":0.010038442,"about_ca_system_score_codex":0.005755748,"about_ca_system_score_gemma":0.0020596383,"threshold_uncertainty_score":0.0417611},"labels":[],"label_agreement":null},{"id":"W1965940835","doi":"10.17831/enq:arcc.v9i1.65","title":"Agility, Adaptability + Appropriateness: Conceiving, Crafting &amp; Constructing an Architecture of the 21st Century","year":2012,"lang":"en","type":"article","venue":"Enquiry The ARCC Journal for Architectural Research","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Agile software development; Architecture; Personalization; Architectural engineering; Adaptability; Design thinking; Flexibility (engineering); Sustainability; Computer science; Engineering; Management; Software engineering; Human–computer interaction; World Wide Web","score_opus":0.09415036729861487,"score_gpt":0.35801258848393724,"score_spread":0.2638622211853224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965940835","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":[0.08054246,0.022477005,0.2683627,0.046894453,0.0010808395,0.00015645918,0.000041489908,0.0003943923,0.58005023],"genre_scores_gemma":[0.8714076,0.0113435155,0.06775741,0.0023454933,0.00047489835,0.00020339314,0.00004447434,0.00022838877,0.046194725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99802965,0.0011124117,0.000060497474,0.0001976988,0.00040041874,0.00019926856],"domain_scores_gemma":[0.99908257,0.0003650886,0.00008927908,0.00015673913,0.00014293802,0.00016331619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002390614,0.000696849,0.00022481129,0.0015199148,0.0031193132,0.00823083,0.0010054508,0.0023979235,0.0018318833],"category_scores_gemma":[0.001895164,0.0003833294,0.00030907858,0.0009863869,0.026178196,0.007912149,0.0039669834,0.0031805295,0.00067667523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009317221,0.000011578628,0.0005585416,0.00005804744,0.0000033701995,0.0001718333,0.01786966,0.00079014373,0.00038465697,0.95475984,0.00208356,0.023299381],"study_design_scores_gemma":[0.000006960081,0.00005520807,0.00089672714,0.00028668478,0.000010230618,0.00058211916,0.017102478,0.0029847322,0.0006300816,0.6631557,0.31426308,0.000026092675],"about_ca_topic_score_codex":0.0031350162,"about_ca_topic_score_gemma":0.0032752112,"teacher_disagreement_score":0.00823083,"about_ca_system_score_codex":0.003239552,"about_ca_system_score_gemma":0.003163754,"threshold_uncertainty_score":0.023504734},"labels":[],"label_agreement":null},{"id":"W1966841075","doi":"10.1145/2598394.2598495","title":"CityBreeder","year":2014,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Computer science; Process (computing); Evolutionary computation; Software engineering; Artificial intelligence; Programming language","score_opus":0.002559232224171363,"score_gpt":0.1421287115173035,"score_spread":0.13956947929313213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966841075","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013949481,0.00084505713,0.48296547,0.0006940082,0.00040701192,0.00053293374,0.0055678748,0.15076053,0.34427762],"genre_scores_gemma":[0.11061733,0.0011519422,0.4704577,0.00054467213,0.00008315708,0.0010414654,0.019346125,0.021282857,0.3754747],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992793,0.00011852606,0.000034069093,0.00014605632,0.00035527872,0.00006686079],"domain_scores_gemma":[0.99894863,0.00020103554,0.0000325676,0.00046708787,0.0002126374,0.00013804762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010669668,0.0008126542,0.00061456655,0.0015644066,0.001476573,0.003265875,0.0014893075,0.0011977912,0.12326008],"category_scores_gemma":[0.0034502987,0.0007648825,0.0008316811,0.0010710388,0.0006428313,0.0033948263,0.003997357,0.0013904666,0.044621974],"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":[0.0007555126,0.00020145426,0.0018082171,0.00044885,0.00009524341,0.00027268252,0.0013793432,0.009204786,0.018965963,0.088602185,0.2943462,0.58391964],"study_design_scores_gemma":[0.00007466698,0.00006131884,0.0005304859,0.000054460506,0.00002021643,0.00016780489,0.00011186885,0.01804427,0.009092902,0.0093326215,0.9624452,0.000064098844],"about_ca_topic_score_codex":0.0037083395,"about_ca_topic_score_gemma":0.007918413,"teacher_disagreement_score":0.12326008,"about_ca_system_score_codex":0.0006424715,"about_ca_system_score_gemma":0.0011617999,"threshold_uncertainty_score":0.41234607},"labels":[],"label_agreement":null},{"id":"W1968223964","doi":"10.1260/1478-0771.7.4.565","title":"In-Between Architecture Computation","year":2009,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Heuristics; Architecture; Workflow; Computation; Computer science; Software engineering; Architectural design; Computer architecture; Programming language; Database; Operating system","score_opus":0.008078361195856629,"score_gpt":0.2612196371885295,"score_spread":0.25314127599267283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968223964","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":[0.010641002,0.0022064066,0.69368935,0.0062608966,0.0016013922,0.00016279939,0.0002783779,0.0013544569,0.28380525],"genre_scores_gemma":[0.5186043,0.0034998877,0.3379554,0.0037347886,0.0011398743,0.0005835561,0.0011248133,0.0022619395,0.1310955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970156,0.0010179833,0.00015607571,0.00064102263,0.00079525507,0.00037404965],"domain_scores_gemma":[0.9960265,0.0011233656,0.00015879491,0.0017087862,0.0006966975,0.00028584964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019238465,0.0012291184,0.00081861933,0.0012306331,0.0026802283,0.009043325,0.0028845337,0.0028698605,0.02722132],"category_scores_gemma":[0.007193338,0.0008169813,0.0014200419,0.0014331103,0.0064421147,0.01521859,0.006386635,0.0049207383,0.006505613],"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":[0.00002306648,0.000016188933,0.00016626058,0.000054852495,0.000012545944,0.00007636933,0.0003366812,0.0020178577,0.0004549993,0.9799325,0.004188707,0.012719929],"study_design_scores_gemma":[0.000015042011,0.000022446477,0.000110948764,0.00006351461,0.000020564637,0.00020001768,0.00019468881,0.011160948,0.0012316306,0.8475432,0.13941723,0.000019706518],"about_ca_topic_score_codex":0.0024827986,"about_ca_topic_score_gemma":0.0026891872,"teacher_disagreement_score":0.02722132,"about_ca_system_score_codex":0.0025761935,"about_ca_system_score_gemma":0.002723524,"threshold_uncertainty_score":0.09106439},"labels":[],"label_agreement":null},{"id":"W1969035501","doi":"10.1080/17513470903479144","title":"The 2009 mathematical art exhibition at the BRIDGES Renaissance Banff II Conference","year":2010,"lang":"en","type":"article","venue":"Journal of Mathematics and the Arts","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Exhibition; The Renaissance; Art; Art history; Visual arts","score_opus":0.010897156775261693,"score_gpt":0.21281755654780962,"score_spread":0.20192039977254794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969035501","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":[0.010038606,0.009088735,0.002385663,0.050106715,0.03715233,0.000101258716,0.001444153,0.00054028886,0.88914233],"genre_scores_gemma":[0.025792345,0.0016271676,0.001476573,0.0014967871,0.0026225352,0.00004512489,0.00048663034,0.00029614504,0.96615666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927133,0.000092072965,0.000010995143,0.000084954525,0.0003698695,0.00017082485],"domain_scores_gemma":[0.9994716,0.000053109627,0.00001268386,0.00004070018,0.0002448592,0.00017717751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013703501,0.0006290214,0.00036495953,0.0009351969,0.0051056426,0.0041322703,0.0008241142,0.0014943342,0.14788508],"category_scores_gemma":[0.0011933197,0.00027068218,0.000657465,0.0005688282,0.0011496547,0.0012895997,0.0024321747,0.0022608193,0.019462138],"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":[0.000029856097,0.000011244263,0.000060709903,0.00002979426,0.0000032805476,0.000055927252,0.00024633209,0.00013235424,0.00039186477,0.02241074,0.9678435,0.008784473],"study_design_scores_gemma":[0.0000024199223,0.0000034642537,0.00036379622,0.000031706353,0.000001158732,0.000019983543,0.0001228539,0.00007066838,0.00018273329,0.0008440252,0.9983516,0.0000056444865],"about_ca_topic_score_codex":0.08685862,"about_ca_topic_score_gemma":0.30696428,"teacher_disagreement_score":0.91314137,"about_ca_system_score_codex":0.008997173,"about_ca_system_score_gemma":0.00432084,"threshold_uncertainty_score":0.49472487},"labels":[],"label_agreement":null},{"id":"W1974116022","doi":"10.1177/000842980403300224","title":"Comptes rendus / Reviews of books: The Changing Face of Form Criticism for the Twenty-First Century","year":2004,"lang":"en","type":"article","venue":"Studies in Religion/Sciences Religieuses","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Tyndale University","funders":"","keywords":"Criticism; Face (sociological concept); Literature; History; Psychoanalysis; Psychology; Sociology; Art; Social science","score_opus":0.05109887078330571,"score_gpt":0.3197457095293383,"score_spread":0.26864683874603257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974116022","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":[0.0013204888,0.78935283,0.0007666532,0.11000244,0.016702838,0.000006848077,0.00014478955,0.00005373808,0.08164936],"genre_scores_gemma":[0.050126843,0.71278316,0.0019384739,0.046043582,0.03958593,0.000053741118,0.00029920385,0.00032627003,0.14884284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977335,0.0006767939,0.00012784688,0.00022620236,0.001128142,0.000107486856],"domain_scores_gemma":[0.99031925,0.0059630717,0.0005251618,0.00058490457,0.0021876988,0.00042005794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023331104,0.0007164846,0.0008683433,0.0063317353,0.0025765307,0.01023515,0.0013052959,0.0041289125,0.016425896],"category_scores_gemma":[0.010379641,0.00034538572,0.000293164,0.007897493,0.013546307,0.007552536,0.0022523648,0.00418249,0.0029545971],"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":[0.00003204336,0.00001778578,0.00021641578,0.0012577019,0.000015568152,0.00009397431,0.0036239917,0.00017010515,0.00021948782,0.2242404,0.67930716,0.09080548],"study_design_scores_gemma":[0.000002957694,0.0000035723142,0.00019599567,0.0008678903,0.000002956645,0.000053879903,0.0006663545,0.000022521592,0.000060154798,0.011631979,0.9864847,0.0000070471788],"about_ca_topic_score_codex":0.0073252916,"about_ca_topic_score_gemma":0.016556282,"teacher_disagreement_score":0.016425896,"about_ca_system_score_codex":0.005825801,"about_ca_system_score_gemma":0.0049347156,"threshold_uncertainty_score":0.054950118},"labels":[],"label_agreement":null},{"id":"W1978135287","doi":"10.1111/j.1531-314x.2006.00068_3.x","title":"Future City - Edited by Stephen Read, Jurgen Rosemann, and Job Van Eldijk","year":2006,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Sociology; Management; Economics","score_opus":0.0031472225825373793,"score_gpt":0.20470556401890713,"score_spread":0.20155834143636975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978135287","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034081496,0.29582298,0.012962697,0.16227116,0.17656396,0.0001126605,0.0058653406,0.0010440411,0.34194896],"genre_scores_gemma":[0.020721352,0.122826196,0.0050822506,0.008755606,0.007203731,0.000095829244,0.004190652,0.0008462427,0.83027804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951756,0.00013077667,0.0000366962,0.00007294697,0.00018418439,0.000057812773],"domain_scores_gemma":[0.9992834,0.0001228305,0.000041308427,0.000039879887,0.00037395649,0.00013864825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080900005,0.0012740005,0.00057578,0.0019568624,0.0018214987,0.0042497776,0.00092898746,0.0014973554,0.03386253],"category_scores_gemma":[0.0017949458,0.0006440802,0.00055395666,0.0035825095,0.0010021552,0.0037976578,0.0021811384,0.0034791399,0.019115577],"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":[0.0000069778634,0.0000031846785,0.00010108169,0.000048327634,0.000001984114,0.000013916313,0.00020714031,0.00008865185,0.000037258043,0.0050522853,0.97721773,0.01722136],"study_design_scores_gemma":[0.0000011756619,0.0000018212653,0.00031701336,0.000093281335,0.0000017666187,0.000023079174,0.000267602,0.00004212844,0.000044034547,0.0010413751,0.9981627,0.000004013042],"about_ca_topic_score_codex":0.0434652,"about_ca_topic_score_gemma":0.15882611,"teacher_disagreement_score":0.0434652,"about_ca_system_score_codex":0.0022876826,"about_ca_system_score_gemma":0.004560958,"threshold_uncertainty_score":0.11328143},"labels":[],"label_agreement":null},{"id":"W1978344273","doi":"10.4018/ijsir.2014100103","title":"Customizing Urban Pattern through an Agent-Based Approach","year":2014,"lang":"en","type":"article","venue":"International Journal of Swarm Intelligence Research","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Swarm behaviour; Mistake; Computer science; Architecture; Software design pattern; Fuzzy logic; Process (computing); Artificial intelligence; Conceptualization; Design pattern; Human–computer interaction; Software engineering; Geography; Programming language; Software","score_opus":0.08261603163094519,"score_gpt":0.3644879418117858,"score_spread":0.28187191018084057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978344273","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":[0.03401886,0.00014311906,0.9439534,0.00034785978,0.00005817008,0.000202671,0.000048409507,0.00061630015,0.020611228],"genre_scores_gemma":[0.4715308,0.0002940811,0.51645964,0.00012559743,0.000019347406,0.00029848213,0.00011790396,0.00014083345,0.011013321],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996712,0.000088508605,0.000019131165,0.00006763474,0.00012026924,0.000033220338],"domain_scores_gemma":[0.9997255,0.0000797671,0.000036294427,0.00007089452,0.000054993783,0.0000324837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051103963,0.0003725949,0.00034570953,0.0005624088,0.0006494354,0.0017246964,0.0011588114,0.0006954806,0.002268575],"category_scores_gemma":[0.00094371627,0.00034349787,0.00052110234,0.0003891595,0.00093326665,0.0010530229,0.0014852604,0.0005284726,0.00052264065],"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":[0.000091292255,0.00021258449,0.0035947077,0.0002337434,0.00012566437,0.00037272557,0.0013463581,0.604778,0.04155844,0.17085153,0.003537963,0.17329688],"study_design_scores_gemma":[0.000023375562,0.000068590154,0.00069032627,0.00002848594,0.00003054324,0.00010024508,0.0003288717,0.9417497,0.005409501,0.025833579,0.025709044,0.000027780166],"about_ca_topic_score_codex":0.0025201773,"about_ca_topic_score_gemma":0.004846658,"teacher_disagreement_score":0.0025201773,"about_ca_system_score_codex":0.0007067793,"about_ca_system_score_gemma":0.0006656963,"threshold_uncertainty_score":0.0075891614},"labels":[],"label_agreement":null},{"id":"W1982523034","doi":"10.1111/j.1531-314x.2008.00239.x","title":"Material Models and Immaterial Paradigms in the Rietveld Schröder House","year":2008,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Computational Design","field":"Engineering","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":"Carleton University","funders":"","keywords":"Construct (python library); Process (computing); Nesting (process); Epistemology; Computer science; Sociology; Philosophy; Engineering; Programming language; Mechanical engineering","score_opus":0.013659017513368047,"score_gpt":0.2172775504728822,"score_spread":0.20361853295951415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982523034","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":[0.072580844,0.0032540616,0.29252934,0.009482909,0.00027923912,0.000103781436,0.000071387214,0.00024347959,0.6214551],"genre_scores_gemma":[0.8975962,0.0010813237,0.061883237,0.00040488024,0.000055624736,0.00012834756,0.00004207983,0.00012480486,0.038683552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974446,0.0015384025,0.00007428866,0.00024730418,0.0005403979,0.00015494107],"domain_scores_gemma":[0.9991229,0.00046376864,0.00006456224,0.00019285134,0.00009926927,0.000056688725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002466374,0.0004071764,0.00028443494,0.0011075817,0.0018433655,0.0041188076,0.000858881,0.0011548371,0.005412652],"category_scores_gemma":[0.0030682965,0.00039142973,0.000398808,0.00081862754,0.01308661,0.0058669234,0.003679706,0.0018861836,0.00077079353],"study_design_candidate":"qualitative","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":[0.0000031395198,0.000002327364,0.000022625203,0.000005922774,6.5752704e-7,0.000015434964,0.0007568942,0.0008189818,0.000057088873,0.996327,0.00026910368,0.0017207047],"study_design_scores_gemma":[0.00001242309,0.000017001448,0.00009100432,0.000052708558,0.0000034762575,0.000058458845,0.00084264315,0.0038695892,0.00039130807,0.91516966,0.079479866,0.000011828064],"about_ca_topic_score_codex":0.005064252,"about_ca_topic_score_gemma":0.0058346004,"teacher_disagreement_score":0.005412652,"about_ca_system_score_codex":0.00410005,"about_ca_system_score_gemma":0.0018834682,"threshold_uncertainty_score":0.029748142},"labels":[],"label_agreement":null},{"id":"W1990432964","doi":"10.5390/susb.2011.2.2.118","title":"Biophilic City Design Principles Applied, Vancouver Style","year":2011,"lang":"en","type":"article","venue":"International Journal of Sustainable Building Technology and Urban Development","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Bunge (Canada)","funders":"","keywords":"Style (visual arts); Design elements and principles; Architectural engineering; Urban design; Life style; Sustainable development; Geography; Sociology; Engineering; Urban planning; Civil engineering; Political science; Archaeology; Systems engineering; Demography; Law","score_opus":0.016990733004200866,"score_gpt":0.20136875128502735,"score_spread":0.18437801828082648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990432964","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":[0.0016816049,0.07014884,0.12492796,0.020803997,0.010713072,0.00033127688,0.0031959766,0.0020461597,0.7661511],"genre_scores_gemma":[0.0324528,0.045981716,0.06471168,0.0031893246,0.00084200775,0.00044912563,0.0021235477,0.0015299331,0.84871995],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986979,0.00019122557,0.00009192935,0.00010091988,0.000841748,0.00007629559],"domain_scores_gemma":[0.9985114,0.0001835918,0.000035995283,0.000080039885,0.0010699694,0.00011901934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011462342,0.0018182391,0.00052230497,0.0024738207,0.0050449665,0.006251429,0.001922243,0.0030924792,0.056366824],"category_scores_gemma":[0.002271011,0.0013463822,0.0006277816,0.004821517,0.0034125375,0.0023832538,0.0021692107,0.004239934,0.025742054],"study_design_candidate":"theoretical_or_conceptual","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":[0.000022509923,0.000020281906,0.00032355564,0.0003363705,0.000008571697,0.00013246595,0.00073149096,0.002013203,0.0005312253,0.07659785,0.8000641,0.119218364],"study_design_scores_gemma":[0.000003868934,0.0000089369,0.00036095947,0.00021319774,0.0000051666707,0.000102352045,0.00027686122,0.0004830245,0.00032108655,0.010161448,0.98804677,0.000016163078],"about_ca_topic_score_codex":0.2563272,"about_ca_topic_score_gemma":0.5634277,"teacher_disagreement_score":0.7436728,"about_ca_system_score_codex":0.008367153,"about_ca_system_score_gemma":0.0087182885,"threshold_uncertainty_score":0.50967044},"labels":[],"label_agreement":null},{"id":"W1990678051","doi":"10.1080/13602360802023997","title":"Buoyancy as an architectural image of the transition between the age of printing and the culture of cyberspace","year":2008,"lang":"en","type":"article","venue":"The Journal of Architecture","topic":"Architecture and Computational 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; Art history; Cyberspace; Sociology; Media studies; History of architecture; Transparency (behavior); Art; Humanities; Theology; Philosophy; Law; Visual arts; The Internet; Computer science","score_opus":0.006065888057501757,"score_gpt":0.20083550163294722,"score_spread":0.19476961357544548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990678051","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":[0.067001075,0.008729759,0.009877246,0.041576818,0.002901527,0.000032620206,0.00027427415,0.00057331525,0.8690333],"genre_scores_gemma":[0.8708282,0.0023794835,0.0037381572,0.0025916297,0.0007943742,0.00004490717,0.00013297626,0.00033372,0.11915659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996581,0.00014517344,0.0000060295247,0.00003253741,0.000103845225,0.000054297405],"domain_scores_gemma":[0.9996712,0.000115612274,0.000038271835,0.00004377497,0.000050838775,0.00008020595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005132953,0.000547472,0.00014508494,0.0015060734,0.004190054,0.0059277783,0.0004878706,0.0013216428,0.01341239],"category_scores_gemma":[0.0012583163,0.00017951941,0.00019892254,0.0010986044,0.011045064,0.0044376124,0.0030877523,0.0021571182,0.0013675484],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008897428,0.000010189551,0.00041715548,0.000045820743,0.0000029200237,0.0002542061,0.046017047,0.00021250412,0.000940634,0.87171376,0.060676552,0.019620217],"study_design_scores_gemma":[0.000023790384,0.00003990475,0.0029312684,0.00016684797,0.000009094317,0.0004085519,0.030799285,0.0010133536,0.0006383006,0.14542688,0.8184973,0.00004544713],"about_ca_topic_score_codex":0.01261916,"about_ca_topic_score_gemma":0.02172411,"teacher_disagreement_score":0.01341239,"about_ca_system_score_codex":0.0028944155,"about_ca_system_score_gemma":0.001174439,"threshold_uncertainty_score":0.044868886},"labels":[],"label_agreement":null},{"id":"W1993021689","doi":"10.1080/13602360802453376","title":"The magic of machines in the house","year":2008,"lang":"en","type":"article","venue":"The Journal of Architecture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"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":"MAGIC (telescope); Architectural engineering; Art; Art history; Engineering; Physics; Astronomy","score_opus":0.0077907211582092135,"score_gpt":0.1934461017850444,"score_spread":0.18565538062683518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993021689","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":[0.035662085,0.005241952,0.02613875,0.00811798,0.00063409505,0.000029570403,0.00005707536,0.00022965336,0.923889],"genre_scores_gemma":[0.9017038,0.0014137008,0.005201253,0.0007851355,0.00023290474,0.000038151702,0.000026777725,0.000059400136,0.090538904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999161,0.00045116156,0.00001720712,0.00009379562,0.00017321507,0.00010371472],"domain_scores_gemma":[0.99963236,0.0001556912,0.000032072643,0.00008974285,0.000058201247,0.00003193962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006380557,0.0003212022,0.00017948177,0.0005807373,0.003158761,0.0037873373,0.00046130127,0.0009362386,0.008905195],"category_scores_gemma":[0.0011470524,0.00017863562,0.00018385678,0.0005442923,0.0147486245,0.003655735,0.0018587479,0.0011432617,0.00093376695],"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":[0.0000071445565,0.0000020947286,0.00006683806,0.0000087313165,7.204105e-7,0.000048060774,0.0026580184,0.0001458789,0.00007109901,0.988781,0.004069384,0.0041410397],"study_design_scores_gemma":[0.000009980972,0.00003472209,0.00038658065,0.00007417296,0.0000033773583,0.000216429,0.0030667048,0.0009308224,0.00057375105,0.22523682,0.76945275,0.000013853799],"about_ca_topic_score_codex":0.006533673,"about_ca_topic_score_gemma":0.0072916695,"teacher_disagreement_score":0.008905195,"about_ca_system_score_codex":0.0030310666,"about_ca_system_score_gemma":0.00097166596,"threshold_uncertainty_score":0.029790878},"labels":[],"label_agreement":null},{"id":"W1993493789","doi":"10.1080/13602360903187527","title":"Architectural Principles in the Age of Cybernetics","year":2009,"lang":"en","type":"article","venue":"The Journal of Architecture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":11,"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 Toronto","funders":"","keywords":"Cybernetics; Architectural engineering; Architectural design; Architecture; Engineering; Sociology; Epistemology; Philosophy; History; Archaeology","score_opus":0.011874212268958751,"score_gpt":0.21397673831181477,"score_spread":0.20210252604285603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993493789","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":[0.05240336,0.0635726,0.23638439,0.11133751,0.0027372118,0.00006290908,0.00017600821,0.00031371543,0.5330123],"genre_scores_gemma":[0.91039884,0.01979939,0.03917986,0.0033051067,0.0016064327,0.000110698915,0.00008371195,0.00013404002,0.025381906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987332,0.00066376245,0.000051754127,0.000139281,0.00030271217,0.00010916215],"domain_scores_gemma":[0.99798054,0.0009962753,0.00012893596,0.00032943202,0.00036434692,0.00020041483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002871744,0.00054959755,0.0005112372,0.0016010671,0.0028818087,0.008063254,0.00078760815,0.002153619,0.0033932566],"category_scores_gemma":[0.0032862457,0.00042727366,0.0003354088,0.0011576341,0.021121327,0.011761054,0.0025450215,0.0050006947,0.0006664015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014084163,0.0000018120401,0.000034143406,0.000008992343,0.0000012029384,0.000007544474,0.00033587916,0.00023826543,0.000023803297,0.99763083,0.0005325245,0.0011836847],"study_design_scores_gemma":[0.0000020280968,0.0000026953016,0.000048220245,0.000018014447,0.0000011322118,0.000014129485,0.00021259645,0.00039123194,0.00002497364,0.97251374,0.02676878,0.0000024453977],"about_ca_topic_score_codex":0.0031804044,"about_ca_topic_score_gemma":0.0034223837,"teacher_disagreement_score":0.008063254,"about_ca_system_score_codex":0.0030332576,"about_ca_system_score_gemma":0.0028581698,"threshold_uncertainty_score":0.022007883},"labels":[],"label_agreement":null},{"id":"W1995043587","doi":"10.4028/www.scientific.net/amm.692.28","title":"Innovative Application of Renewable Resources to Alleviate our Current Environmental Crisis","year":2014,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Architecture and Computational Design","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":"Future Earth","funders":"","keywords":"Order (exchange); Modular design; Renewable energy; Environmental economics; Environmental pollution; Environmental planning; Business; Architectural engineering; Risk analysis (engineering); Engineering; Environmental protection; Computer science; Environmental science; Economics","score_opus":0.005231188227414932,"score_gpt":0.19519738387777816,"score_spread":0.1899661956503632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995043587","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":[0.21966861,0.015667709,0.5820267,0.005957909,0.0012651739,0.00013521132,0.00020411248,0.00048796457,0.17458655],"genre_scores_gemma":[0.8858569,0.0072639007,0.08792724,0.0002782459,0.0001433711,0.000108573666,0.00009397818,0.00005656667,0.018271172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99993,0.000020732063,0.0000028582956,0.000012108288,0.000023479579,0.000010779259],"domain_scores_gemma":[0.999969,0.000006101815,0.0000046007904,0.0000053155445,0.000009793224,0.0000051474003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001565308,0.00019841506,0.00017880653,0.0002872501,0.0003034666,0.000638809,0.00040796204,0.00037989396,0.0025024894],"category_scores_gemma":[0.00018627317,0.00008631853,0.00030238414,0.0002430277,0.00032196223,0.0006917004,0.0005949504,0.00026960764,0.00039869416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006900498,0.00018285861,0.004961919,0.000849377,0.00008989361,0.0009698895,0.00031277438,0.15128323,0.08565729,0.42822075,0.0114751635,0.31592786],"study_design_scores_gemma":[0.000060184426,0.0003357807,0.0044139987,0.0002838215,0.00008340868,0.0007910158,0.0010201046,0.45021415,0.03126316,0.26248503,0.24897687,0.000072536066],"about_ca_topic_score_codex":0.0004707349,"about_ca_topic_score_gemma":0.0012597129,"teacher_disagreement_score":0.0025024894,"about_ca_system_score_codex":0.00019726984,"about_ca_system_score_gemma":0.0004267565,"threshold_uncertainty_score":0.008371711},"labels":[],"label_agreement":null},{"id":"W1999954224","doi":"10.2495/dne-v7-n1-49-67","title":"A post-industrial paradigm for sustainable architecture via an open system model","year":2012,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Melbourne","keywords":"Architecture; Built environment; Sustainability; Architectural engineering; Computer science; Sustainable development; Sustainable design; Ecology; Engineering; Civil engineering; Geography","score_opus":0.014904050350921235,"score_gpt":0.25177084167951236,"score_spread":0.23686679132859112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999954224","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":[0.016375178,0.001419686,0.81304824,0.015623793,0.00039694866,0.000101521255,0.000111534384,0.00016113298,0.15276195],"genre_scores_gemma":[0.77049124,0.0025663902,0.19002002,0.0013427105,0.0004330191,0.00065795804,0.00014623944,0.000119136545,0.034223296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99883705,0.0004961135,0.00004801905,0.00017901372,0.0003206481,0.000119164026],"domain_scores_gemma":[0.99855894,0.00064295944,0.000121650686,0.00029318474,0.00021205231,0.00017130842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020279575,0.00068755983,0.0005700893,0.0008065565,0.0021186066,0.0042657284,0.0019506048,0.0032165546,0.004957242],"category_scores_gemma":[0.0021594707,0.00035152823,0.0013239091,0.0006757588,0.007272896,0.006751417,0.0034704236,0.0032967723,0.00076944137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015148188,0.0000054820766,0.000028601838,0.0000081448325,0.0000022382362,0.000018183262,0.00008440086,0.004690498,0.00006467439,0.99415636,0.00022150502,0.00071845483],"study_design_scores_gemma":[0.0000099086565,0.00001196704,0.000041232084,0.000016557584,0.0000039251568,0.000028344157,0.000069595706,0.029529346,0.00007906491,0.9567405,0.01346192,0.000007517118],"about_ca_topic_score_codex":0.0027310888,"about_ca_topic_score_gemma":0.0022920456,"teacher_disagreement_score":0.004957242,"about_ca_system_score_codex":0.0030387293,"about_ca_system_score_gemma":0.0030952324,"threshold_uncertainty_score":0.022047639},"labels":[],"label_agreement":null},{"id":"W2003288978","doi":"10.3138/ctr.150.53","title":"Igniting Imaginations with Actor-manipulated Design","year":2012,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Aesthetics; Visual arts; Sociology; Human–computer interaction; Computer science; Art","score_opus":0.02166294132438585,"score_gpt":0.22092744134642067,"score_spread":0.19926450002203483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003288978","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":[0.011216563,0.0065938504,0.4550036,0.040805895,0.0013157859,0.000114234295,0.000112111804,0.00043734346,0.4844007],"genre_scores_gemma":[0.7020149,0.0051622335,0.20251003,0.0041617705,0.00041129583,0.0005602843,0.000100208206,0.0005881576,0.08449104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522805,0.0033597786,0.000097086515,0.0003720365,0.00069662975,0.00024644367],"domain_scores_gemma":[0.99613273,0.002150361,0.00015010757,0.00092047016,0.00039543142,0.00025093596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007426418,0.0008187699,0.00040958115,0.0013672406,0.0036595056,0.007660341,0.0019271802,0.0021299405,0.01091467],"category_scores_gemma":[0.0073977388,0.00043403968,0.0008590144,0.0008994824,0.040892847,0.00839666,0.0041114227,0.003924156,0.0016052786],"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":[0.000006935513,0.0000026873147,0.000016836404,0.000018892979,0.0000018122655,0.0000096592275,0.000845579,0.00033409553,0.00005051218,0.9946331,0.0014085157,0.002671345],"study_design_scores_gemma":[0.00002353454,0.000013945057,0.00005344866,0.00009363988,0.0000054825978,0.000040195388,0.0008714236,0.0015844034,0.00033189956,0.8597142,0.13725351,0.000014300309],"about_ca_topic_score_codex":0.010927599,"about_ca_topic_score_gemma":0.016600898,"teacher_disagreement_score":0.010927599,"about_ca_system_score_codex":0.007320034,"about_ca_system_score_gemma":0.0046328153,"threshold_uncertainty_score":0.05311078},"labels":[],"label_agreement":null},{"id":"W2008111124","doi":"10.1260/1478077054214460","title":"3-Axis CNC Milling in Architectural Design","year":2005,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","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":"University of Waterloo","funders":"","keywords":"Process (computing); Scale (ratio); Rapid prototyping; Engineering; Engineering drawing; Focus (optics); Manufacturing engineering; Presentation (obstetrics); Computer science; Mechanical engineering; Systems engineering; Programming language","score_opus":0.011869327790690672,"score_gpt":0.24038942677769418,"score_spread":0.2285200989870035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008111124","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":[0.027902186,0.009878904,0.8559963,0.0015613844,0.0005875065,0.00013746992,0.00017053822,0.00092094013,0.10284477],"genre_scores_gemma":[0.30361417,0.0063744974,0.6704882,0.0003273393,0.00016313935,0.00015030964,0.0001394265,0.00030006992,0.018442912],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983847,0.0005668048,0.00007651216,0.00018691132,0.0007221687,0.00006289998],"domain_scores_gemma":[0.998604,0.0006953785,0.00010143721,0.0002614789,0.0002750004,0.0000627401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169536,0.0007148934,0.00044075266,0.0009526123,0.0010154543,0.0028105099,0.0009062635,0.0014226828,0.005197656],"category_scores_gemma":[0.002931878,0.0007447064,0.0005725747,0.0021162077,0.0022849329,0.0018778015,0.0009713702,0.0015616325,0.0012742565],"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":[0.0002480436,0.000048905884,0.0022523962,0.000770315,0.000027327804,0.0006992219,0.0015137477,0.15715677,0.022887582,0.38091943,0.01456303,0.41891313],"study_design_scores_gemma":[0.000051419163,0.00024893976,0.0039118254,0.00047836083,0.0000452603,0.0020107848,0.00068378996,0.2974542,0.022318738,0.18352027,0.4890606,0.00021583341],"about_ca_topic_score_codex":0.0064830827,"about_ca_topic_score_gemma":0.010302528,"teacher_disagreement_score":0.0064830827,"about_ca_system_score_codex":0.0021127458,"about_ca_system_score_gemma":0.0010754822,"threshold_uncertainty_score":0.017387867},"labels":[],"label_agreement":null},{"id":"W2009461663","doi":"10.1177/0270467606287607","title":"Knowledge Infrastructures for Solar Cities","year":2006,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Knowledge management; Business; Political science; Sociology; Computer science","score_opus":0.005048019319049349,"score_gpt":0.21073992701453334,"score_spread":0.20569190769548398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009461663","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":[0.043503873,0.005145346,0.06060817,0.05449341,0.00043161685,0.00020762162,0.00053181965,0.0014592189,0.833619],"genre_scores_gemma":[0.8681498,0.0067556268,0.04732309,0.0016241467,0.00033105855,0.00022796608,0.0012108856,0.00022234762,0.07415501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990206,0.00031687669,0.000086004715,0.00014548877,0.00023002275,0.00020109529],"domain_scores_gemma":[0.99700135,0.00078166864,0.00040572823,0.0007307114,0.0005473613,0.00053319766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013452229,0.0002312728,0.0001852821,0.0015672178,0.00320159,0.009417001,0.0010621966,0.0023094248,0.022086393],"category_scores_gemma":[0.0050883535,0.00032629672,0.0003299482,0.0027012946,0.002647175,0.011775846,0.0056561874,0.0016442476,0.0032025916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000139939475,0.000018795965,0.00069178117,0.00008446363,0.0000086406335,0.0001364245,0.0012010984,0.002162635,0.00029578537,0.9455286,0.015646711,0.034211088],"study_design_scores_gemma":[0.000016419595,0.000014868369,0.0015233612,0.00021265147,0.000014062946,0.00018377969,0.0028520748,0.005653974,0.000653398,0.4960886,0.49276507,0.000021803728],"about_ca_topic_score_codex":0.011634907,"about_ca_topic_score_gemma":0.013689871,"teacher_disagreement_score":0.022086393,"about_ca_system_score_codex":0.0057894997,"about_ca_system_score_gemma":0.0060123806,"threshold_uncertainty_score":0.073886335},"labels":[],"label_agreement":null},{"id":"W2010853694","doi":"10.1111/j.1531-314x.2011.01173.x","title":"The End of Design and the Architectural Final Project","year":2011,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Politics; Architectural engineering; Sociology; Power (physics); Technician; Aesthetics; Engineering; Political science; Law; Art","score_opus":0.027030074676110932,"score_gpt":0.2403134390353003,"score_spread":0.21328336435918938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010853694","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":[0.026240958,0.000879508,0.029767536,0.01830111,0.0011450683,0.00012675628,0.00013491577,0.0003806659,0.92302334],"genre_scores_gemma":[0.55436575,0.0005260919,0.018003812,0.0028919866,0.0001737122,0.00022164044,0.0002968953,0.0009424679,0.42257762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9810751,0.011779795,0.0006216909,0.001075791,0.0034562338,0.001991347],"domain_scores_gemma":[0.98828083,0.002742415,0.00040773716,0.0027313093,0.003630841,0.0022068291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018846968,0.0008262321,0.00056973624,0.002222636,0.018850777,0.025761224,0.0018513191,0.00395748,0.038176592],"category_scores_gemma":[0.014837035,0.00070101774,0.00085627544,0.0013948181,0.023938691,0.006148133,0.018790957,0.0065270807,0.0057255486],"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":[0.000044882778,0.000045469475,0.0005069962,0.000030970194,0.0000059994727,0.00022825462,0.012280689,0.00045441018,0.00013907862,0.9417427,0.024669655,0.019850926],"study_design_scores_gemma":[0.00001909737,0.000055313478,0.00047774418,0.0001641686,0.0000069471366,0.00018079483,0.009198768,0.00051932933,0.00047141858,0.15740193,0.83148307,0.00002138767],"about_ca_topic_score_codex":0.008890293,"about_ca_topic_score_gemma":0.01130184,"teacher_disagreement_score":0.038176592,"about_ca_system_score_codex":0.010054751,"about_ca_system_score_gemma":0.009488227,"threshold_uncertainty_score":0.12771344},"labels":[],"label_agreement":null},{"id":"W2011762868","doi":"10.1006/jvlc.2000.0174","title":"A Formal Model for Parameterized Solids in a Visual Design Language","year":2000,"lang":"en","type":"article","venue":"Journal of Visual Languages & Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Programming language; Parameterized complexity; Visual programming language; Rotation formalisms in three dimensions; Graphics; Usability; Software design; Software; Representation (politics); Programming paradigm; Theoretical computer science; Human–computer interaction; Software engineering; Software development; Computer graphics (images); Algorithm","score_opus":0.014364946730211409,"score_gpt":0.3056180324229399,"score_spread":0.29125308569272845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011762868","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030241837,0.00006502718,0.99248964,0.00018693079,0.000027844972,0.00006280595,0.00013101836,0.00058343745,0.0034291341],"genre_scores_gemma":[0.21248691,0.0003039131,0.7769518,0.00023533346,0.000074415344,0.0004662279,0.0006529664,0.0006943576,0.008134063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987766,0.0003062085,0.00016536804,0.00023326013,0.00037948435,0.00013908424],"domain_scores_gemma":[0.9981034,0.0008531474,0.00018196937,0.00040929252,0.00036796002,0.00008417256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014820781,0.00094651047,0.00066336885,0.0012187858,0.0011853176,0.0039343587,0.0021085637,0.0020548296,0.0070006624],"category_scores_gemma":[0.0037203687,0.0012998824,0.0019200186,0.0010671589,0.0038006161,0.005223197,0.0018975332,0.002945489,0.0016115821],"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":[0.000021637868,0.000022931998,0.00011040728,0.00008529986,0.000008610627,0.00011763009,0.00040907462,0.01838726,0.0026584705,0.96891016,0.000796654,0.008471855],"study_design_scores_gemma":[0.00006572289,0.000056777837,0.000079469064,0.000107018204,0.000043331856,0.00020782098,0.00017758878,0.1817991,0.005304924,0.76646113,0.04565186,0.000045310513],"about_ca_topic_score_codex":0.004583072,"about_ca_topic_score_gemma":0.004648394,"teacher_disagreement_score":0.0070006624,"about_ca_system_score_codex":0.0016008943,"about_ca_system_score_gemma":0.0017389487,"threshold_uncertainty_score":0.0234195},"labels":[],"label_agreement":null},{"id":"W2014571534","doi":"10.1002/ad.1712","title":"Why We Need Architecture of Tolerance","year":2014,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":10,"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; Zero tolerance; Reputation; Holy Grail; Negotiation; Architectural engineering; Engineering management; Computer science; Sociology; Engineering ethics; Engineering; Law; Political science; World Wide Web; Visual arts; Art","score_opus":0.009520107580887706,"score_gpt":0.1902830246377813,"score_spread":0.1807629170568936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014571534","genre_codex":"commentary","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":[0.018744675,0.020640282,0.09108718,0.5999605,0.006898515,0.000055719418,0.00013354086,0.0010457889,0.2614339],"genre_scores_gemma":[0.8115984,0.009762026,0.0409128,0.0639349,0.0032568886,0.0002718427,0.00017176277,0.0013678302,0.06872359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99318343,0.0029234516,0.00023414525,0.0010197151,0.0016144641,0.0010247116],"domain_scores_gemma":[0.9901536,0.0032717083,0.000465395,0.0023659042,0.002527152,0.0012161876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008481589,0.00075810234,0.0008046044,0.0012227299,0.004596592,0.010623829,0.0021745015,0.005986396,0.012553476],"category_scores_gemma":[0.013855242,0.0005982464,0.00074440666,0.00080070365,0.039738525,0.02251897,0.0074456516,0.011042773,0.0034251916],"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":[0.0000150993565,0.00000943947,0.0001729187,0.000047326797,0.000008404546,0.000030787356,0.0011887744,0.00069664617,0.00013787505,0.9725159,0.018565869,0.006610944],"study_design_scores_gemma":[0.000017027312,0.00001615042,0.00014703926,0.00009898097,0.000007170944,0.00007092637,0.0012078832,0.0006463558,0.00018026281,0.80403167,0.19355321,0.00002327047],"about_ca_topic_score_codex":0.005671352,"about_ca_topic_score_gemma":0.0040969183,"teacher_disagreement_score":0.012553476,"about_ca_system_score_codex":0.0061817365,"about_ca_system_score_gemma":0.004164822,"threshold_uncertainty_score":0.044855475},"labels":[],"label_agreement":null},{"id":"W2015156581","doi":"10.1155/s102602260000008x","title":"Deliberate ambiguity in a finite environment: The urban ecology of artificial items","year":2000,"lang":"en","type":"article","venue":"Discrete Dynamics in Nature and Society","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Declaration; Ambiguity; Computer science; Class (philosophy); Human–computer interaction; Visualization; Artificial intelligence; Programming language","score_opus":0.0030293960729605024,"score_gpt":0.1911633890557575,"score_spread":0.18813399298279698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015156581","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":[0.14513467,0.0012774144,0.7077633,0.003669013,0.00015014171,0.00009252371,0.0001642726,0.0002873297,0.1414613],"genre_scores_gemma":[0.8870965,0.00040961846,0.104356304,0.0002006408,0.00004927265,0.00013457982,0.0001086201,0.0000872797,0.007557117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99663687,0.001681151,0.00018583452,0.00051225827,0.00066409033,0.0003197966],"domain_scores_gemma":[0.9935148,0.003952394,0.0006757258,0.0009861568,0.00055065734,0.0003203479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021751057,0.0005420269,0.0006299167,0.001448445,0.0029177081,0.0069373404,0.0015526717,0.0016720147,0.004902469],"category_scores_gemma":[0.008932726,0.00081242464,0.0014801981,0.001408598,0.019404216,0.012163443,0.006351443,0.0023884044,0.00056166126],"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":[0.000010229099,0.000008525566,0.00040326692,0.000025068908,0.0000048991883,0.00016144196,0.0018290823,0.0041206093,0.00026999906,0.98974985,0.00022350217,0.0031936367],"study_design_scores_gemma":[0.000009850576,0.000016637383,0.0003998444,0.000042313113,0.0000066083517,0.00018988796,0.0014354384,0.0166755,0.0003557901,0.96999913,0.010844003,0.00002503512],"about_ca_topic_score_codex":0.005617854,"about_ca_topic_score_gemma":0.0049920944,"teacher_disagreement_score":0.0069373404,"about_ca_system_score_codex":0.0030316762,"about_ca_system_score_gemma":0.0016849546,"threshold_uncertainty_score":0.021996439},"labels":[],"label_agreement":null},{"id":"W2018416477","doi":"10.1007/s10998-006-0017-0","title":"Convex and Abstract Polytopes (Thursday, May 19, 2005 to Sunday, May 22, 2005)","year":2006,"lang":"en","type":"article","venue":"Periodica Mathematica Hungarica","topic":"Architecture and Computational Design","field":"Engineering","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":"York University; University of Calgary","funders":"","keywords":"Thursday; Polytope; Regular polygon; Mathematics; Combinatorics; Operations research; Geometry; Theology","score_opus":0.00917503581852995,"score_gpt":0.2252723970942233,"score_spread":0.21609736127569334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018416477","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":[0.02140784,0.0611837,0.07440896,0.025863495,0.035672292,0.00014388781,0.010968259,0.0014803055,0.7688713],"genre_scores_gemma":[0.10292318,0.02824692,0.023755996,0.001949929,0.007071074,0.00014793004,0.0058778627,0.0009755416,0.82905155],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997036,0.00004048959,0.000010725296,0.0001047756,0.00010891272,0.000031451757],"domain_scores_gemma":[0.999718,0.000056534285,0.000033101904,0.000026573636,0.0000765673,0.00008926407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005207726,0.0013610214,0.0010513869,0.0012584584,0.0012794056,0.0039729187,0.0007513171,0.0007732169,0.084408],"category_scores_gemma":[0.0014251996,0.000489198,0.0007485521,0.0019861404,0.0010835795,0.0017963133,0.0013037273,0.0020109555,0.016048646],"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":[0.000073970106,0.000043905235,0.0003404725,0.00018276376,0.0000397975,0.000064511165,0.000106677675,0.0042489474,0.0003932074,0.2095739,0.71144444,0.07348739],"study_design_scores_gemma":[0.000023729159,0.000052259817,0.005357012,0.0002707385,0.00004285689,0.00008547733,0.00018689598,0.012095048,0.00045873463,0.1918444,0.789541,0.00004186794],"about_ca_topic_score_codex":0.013185128,"about_ca_topic_score_gemma":0.033383947,"teacher_disagreement_score":0.084408,"about_ca_system_score_codex":0.0031276913,"about_ca_system_score_gemma":0.0012566324,"threshold_uncertainty_score":0.2823729},"labels":[],"label_agreement":null},{"id":"W2030334220","doi":"10.1002/ad.235","title":"Computing self‐organisation: environmentally sensitive growth modelling","year":2006,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":12,"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 Calgary","funders":"","keywords":"Work (physics); Field (mathematics); Relation (database); Computer science; Natural (archaeology); Engineering ethics; Architectural engineering; Environmental ethics; Data science; Operations research; Engineering; History; Mechanical engineering; Archaeology","score_opus":0.007171295805974904,"score_gpt":0.16241630295377887,"score_spread":0.15524500714780398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030334220","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":[0.18932118,0.0014669748,0.7595742,0.00343979,0.00019237935,0.000075586264,0.0002684416,0.0006317231,0.045029722],"genre_scores_gemma":[0.93109334,0.00086274836,0.059272267,0.00017021575,0.00006493708,0.00009930869,0.00016184611,0.00014669177,0.008128632],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996885,0.00013383267,0.000010693586,0.000044426226,0.000081016005,0.0000414616],"domain_scores_gemma":[0.99912506,0.00050844037,0.00008304027,0.00009224194,0.00010574481,0.00008552653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059976906,0.00056582177,0.00053844246,0.0005164849,0.0006436427,0.0016560678,0.0013208443,0.0014632186,0.0018671091],"category_scores_gemma":[0.002376355,0.00039992746,0.00067312474,0.0005464059,0.0016219065,0.0015517208,0.0015501708,0.0013314525,0.00030979957],"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":[0.000009230293,0.000009515531,0.00022896001,0.0000108447875,0.0000051156994,0.000025426514,0.000032102304,0.960061,0.0004373195,0.037210055,0.00028839905,0.001682128],"study_design_scores_gemma":[0.0000018695603,0.0000018005638,0.000030089037,0.0000017436424,9.119193e-7,0.0000038785097,0.000004849811,0.9879451,0.000095761476,0.011412231,0.0005000379,0.0000017793676],"about_ca_topic_score_codex":0.0073202867,"about_ca_topic_score_gemma":0.0044252174,"teacher_disagreement_score":0.0073202867,"about_ca_system_score_codex":0.0012323568,"about_ca_system_score_gemma":0.00069436734,"threshold_uncertainty_score":0.014555335},"labels":[],"label_agreement":null},{"id":"W2038205096","doi":"10.1260/147807707783600807","title":"Teaching Digital Design Exploration: Form Follows…","year":2007,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Université de Montréal","keywords":"Design studio; Context (archaeology); Situated; Parametric design; Computer science; Design education; Object (grammar); Architectural design; Conversation; Function (biology); Architectural engineering; Studio; Spatial design; Multimedia; Human–computer interaction; Engineering drawing; Engineering; Architecture; Parametric statistics; Artificial intelligence; Visual arts; Linguistics; Mathematics","score_opus":0.016912317302572998,"score_gpt":0.2589008349430524,"score_spread":0.24198851764047938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038205096","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":[0.05891616,0.0043732715,0.3073199,0.03224413,0.0018848387,0.00026473007,0.00009621302,0.0014831041,0.59341764],"genre_scores_gemma":[0.569928,0.005629953,0.18210658,0.004863271,0.00065366825,0.00033286598,0.0001733721,0.000708513,0.23560375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980123,0.00093819626,0.00006405358,0.00025520302,0.00057541276,0.00015475907],"domain_scores_gemma":[0.9977926,0.0009251048,0.00012994593,0.00056527957,0.00021155298,0.00037546773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022268337,0.0005319207,0.00039344258,0.00073578244,0.0017560081,0.0072053904,0.0011568117,0.0011984103,0.018903397],"category_scores_gemma":[0.005224245,0.0004229421,0.0005430277,0.0009078489,0.0053928634,0.0066327504,0.0063902973,0.002314362,0.006072498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000798831,0.00019408169,0.0019030732,0.0004812218,0.000015278501,0.00036732052,0.031619336,0.0021667243,0.0038579172,0.5666344,0.045899857,0.34678096],"study_design_scores_gemma":[0.00003039203,0.00010732381,0.00044581183,0.00023297346,0.000009370501,0.00064723764,0.008886525,0.0017590531,0.0018127759,0.16309823,0.82294625,0.000024035402],"about_ca_topic_score_codex":0.00071060297,"about_ca_topic_score_gemma":0.0016040136,"teacher_disagreement_score":0.018903397,"about_ca_system_score_codex":0.0018090826,"about_ca_system_score_gemma":0.0020619505,"threshold_uncertainty_score":0.0632382},"labels":[],"label_agreement":null},{"id":"W2038736745","doi":"10.1145/2148131.2148221","title":"Designing and building inexpensive flexible circuits","year":2012,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Electronic circuit; Computer architecture; Electrical engineering; Engineering","score_opus":0.016182234224742305,"score_gpt":0.22348805248032014,"score_spread":0.20730581825557784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038736745","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08639932,0.0027495795,0.80677193,0.00064663513,0.0005808391,0.00026992755,0.00031272485,0.0026100534,0.099658966],"genre_scores_gemma":[0.3690259,0.0024844725,0.60045546,0.00026227938,0.00012516748,0.00037188997,0.00032616392,0.00049924094,0.026449502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996407,0.000032729014,0.000013686098,0.000049521765,0.00019699667,0.000066366236],"domain_scores_gemma":[0.99977094,0.000075243515,0.000023695759,0.000058573223,0.000046896625,0.000024661602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031368254,0.0005645033,0.0004121951,0.0006031274,0.0004791115,0.0011190211,0.0012049893,0.00056558475,0.012124601],"category_scores_gemma":[0.0010039165,0.0004730963,0.00044009057,0.00046107112,0.00056876993,0.0013196876,0.0010089389,0.00084167614,0.0025064312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014408142,0.00009140171,0.00055841956,0.0010262531,0.00007058916,0.00057334505,0.00030320682,0.047807228,0.3214579,0.314664,0.008933712,0.30436993],"study_design_scores_gemma":[0.00018782733,0.0007991783,0.0013706612,0.00025260108,0.00012743135,0.0012107578,0.00024102928,0.19817509,0.32130882,0.10299325,0.37319943,0.000133939],"about_ca_topic_score_codex":0.00035456443,"about_ca_topic_score_gemma":0.0005634884,"teacher_disagreement_score":0.012124601,"about_ca_system_score_codex":0.0005284303,"about_ca_system_score_gemma":0.00029694123,"threshold_uncertainty_score":0.04056084},"labels":[],"label_agreement":null},{"id":"W2042366261","doi":"10.1016/j.foar.2014.03.002","title":"Responsive envelope tessellation and stochastic rotation of 4-fold penttiles","year":2014,"lang":"en","type":"article","venue":"Frontiers of Architectural Research","topic":"Architecture and Computational Design","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":"Simon Fraser University","funders":"","keywords":"Facade; Building envelope; Tessellation (computer graphics); Envelope (radar); Rotation (mathematics); Computer science; Subdivision; Geometry; Engineering; Structural engineering; Thermal; Computer graphics (images); Mathematics; Artificial intelligence; Physics; Civil engineering","score_opus":0.01714303028765438,"score_gpt":0.2638592436980176,"score_spread":0.24671621341036323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042366261","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":[0.38892317,0.00009791284,0.60095847,0.00007148232,0.000038452417,0.00006321723,0.000058354406,0.00026997915,0.009518918],"genre_scores_gemma":[0.9547415,0.00005221462,0.04332788,0.000019439376,0.0000034098866,0.000040416533,0.00003731689,0.000039620638,0.0017381146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998647,0.000036582227,0.000006191859,0.00002192378,0.00004096804,0.000029525538],"domain_scores_gemma":[0.9998203,0.000066597044,0.00003368578,0.0000407025,0.0000197216,0.00001905346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016743994,0.00022010211,0.0002747534,0.00017887459,0.00019546864,0.00047450722,0.00036758272,0.00021549672,0.0013115904],"category_scores_gemma":[0.00054991356,0.00016841412,0.0004453999,0.00014196176,0.00058825716,0.00028496236,0.00065201725,0.00027553382,0.00015866858],"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":[0.000048717768,0.000017475852,0.000395587,0.000017873092,0.000008123415,0.000045165973,0.00006638658,0.96349406,0.017098716,0.012550305,0.00010979504,0.0061477413],"study_design_scores_gemma":[0.000007395295,0.00007795914,0.00026732948,0.0000031995207,0.000003894483,0.000030244724,0.000026907348,0.9912043,0.004392816,0.0027778628,0.0011996435,0.000008424945],"about_ca_topic_score_codex":0.0017038116,"about_ca_topic_score_gemma":0.0011404397,"teacher_disagreement_score":0.0017038116,"about_ca_system_score_codex":0.0003896386,"about_ca_system_score_gemma":0.00026425245,"threshold_uncertainty_score":0.0043877363},"labels":[],"label_agreement":null},{"id":"W2043460086","doi":"10.1002/ad.1215","title":"Soil and Protoplasm: The Hylozoic Ground Project","year":2011,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":20,"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":"Pavilion; Architecture; Archaeology; Environmental ethics; Ecology; Art history; Art; History; Philosophy; Biology","score_opus":0.0391311019906027,"score_gpt":0.20971876260679467,"score_spread":0.17058766061619196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043460086","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":[0.82059944,0.004043382,0.005683464,0.005090986,0.00026932624,0.00038766488,0.0069368863,0.00031492772,0.15667391],"genre_scores_gemma":[0.8477576,0.0025335914,0.025002748,0.00048144846,0.0000552428,0.000304931,0.009807573,0.0004307871,0.11362601],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993759,0.00023289002,0.000005442626,0.000059639548,0.00016223696,0.00016390377],"domain_scores_gemma":[0.99952877,0.00005217402,0.00002056437,0.000056344197,0.000096803094,0.00024534727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015612007,0.0003185773,0.00017726023,0.0004940522,0.0022408138,0.0017673555,0.00047315154,0.00043339076,0.0050544967],"category_scores_gemma":[0.00069254567,0.00017610977,0.000115802664,0.0011129391,0.0015367672,0.0004725899,0.0016856206,0.0004987524,0.0006806876],"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":[0.0014786497,0.0012423327,0.04478703,0.00039937385,0.00010483892,0.0018954488,0.03833823,0.007829229,0.019372918,0.11153161,0.317717,0.4553034],"study_design_scores_gemma":[0.00023966208,0.00036452388,0.06243737,0.00014416655,0.000028556591,0.00016684139,0.022430815,0.0018012738,0.0036416342,0.006009015,0.9027051,0.00003101238],"about_ca_topic_score_codex":0.20280486,"about_ca_topic_score_gemma":0.5340784,"teacher_disagreement_score":0.20280486,"about_ca_system_score_codex":0.0029975376,"about_ca_system_score_gemma":0.0064633023,"threshold_uncertainty_score":0.4032488},"labels":[],"label_agreement":null},{"id":"W2045766411","doi":"10.2514/2.2114","title":"Robust-Optimal Design of a Lightweight Space Structure Using a Genetic Algorithm","year":2003,"lang":"en","type":"article","venue":"AIAA Journal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":25,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Genetic algorithm; Space (punctuation); Algorithm; Computer science; Mathematical optimization; Mathematics","score_opus":0.0167201200279392,"score_gpt":0.20149329527611112,"score_spread":0.1847731752481719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045766411","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":[0.023123853,0.000069764814,0.9736519,0.00007526223,0.000021728129,0.000041709474,0.00001724455,0.00020077049,0.0027976846],"genre_scores_gemma":[0.55273694,0.00011339616,0.4441097,0.000056735655,0.000026481983,0.00021788171,0.000059347527,0.00008758959,0.0025919338],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975675,0.00006225486,0.000011025797,0.000040632047,0.0000949717,0.0000343162],"domain_scores_gemma":[0.9995864,0.00017579994,0.00007068348,0.00004922137,0.00009677831,0.000021105723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006628645,0.00064931845,0.00084933994,0.0008719586,0.000507721,0.0008020695,0.0008619973,0.0012511243,0.0020812459],"category_scores_gemma":[0.0017259973,0.0004916433,0.00082069664,0.00059671456,0.00073745317,0.0007527561,0.00086958037,0.000671592,0.00031853662],"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":[0.000041455696,0.000022252892,0.00013387973,0.0000249416,0.000015125105,0.000025240684,0.00002827402,0.96869445,0.0033473717,0.008151924,0.00021173609,0.019303292],"study_design_scores_gemma":[0.000009965499,0.000032604858,0.000032582226,0.0000030554665,0.0000061151686,0.0000065241184,0.000004575234,0.9974738,0.00050364505,0.0016946372,0.00022942953,0.0000029574323],"about_ca_topic_score_codex":0.0023216577,"about_ca_topic_score_gemma":0.0022811769,"teacher_disagreement_score":0.0023216577,"about_ca_system_score_codex":0.00064795534,"about_ca_system_score_gemma":0.00124495,"threshold_uncertainty_score":0.006962478},"labels":[],"label_agreement":null},{"id":"W2045990954","doi":"10.5840/envirophil2005225","title":"Ethics and Scale in the Built Environment","year":2005,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Applied philosophy; Scale (ratio); Contemporary philosophy; Environmental ethics; General interest; Sociology; Philosophy; Environmental resource management; Epistemology; Geography; Environmental science; Cartography","score_opus":0.01312422939032273,"score_gpt":0.19961967850931664,"score_spread":0.1864954491189939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045990954","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":[0.20770492,0.0029688836,0.14158212,0.028197758,0.00022548984,0.000059416674,0.0000593086,0.00010478703,0.6190974],"genre_scores_gemma":[0.9920366,0.0002501721,0.002779934,0.0003544791,0.000045359433,0.000025231668,0.0000061127644,0.000025109079,0.0044768667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974704,0.0016326396,0.000050260376,0.00024207098,0.00036475505,0.00023981248],"domain_scores_gemma":[0.99672985,0.0019396198,0.00018009052,0.0005688114,0.00030404987,0.00027752997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027615263,0.00032549107,0.000426593,0.0007153429,0.0026834705,0.004792369,0.00067163364,0.0020120628,0.003918308],"category_scores_gemma":[0.0056810514,0.00026286565,0.00030714105,0.00064776366,0.032104243,0.006278679,0.003924816,0.002384389,0.00028251848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039520337,0.0000046621435,0.00022931633,0.0000064573014,0.0000026958833,0.000013030094,0.00071817444,0.00082002656,0.000054497435,0.9962213,0.00026001874,0.001665765],"study_design_scores_gemma":[0.000005329702,0.000005405843,0.000417494,0.000009989972,0.000001770606,0.000013014552,0.0006390665,0.0006790926,0.00005261417,0.9922792,0.005893778,0.000003206866],"about_ca_topic_score_codex":0.0032347592,"about_ca_topic_score_gemma":0.0036233498,"teacher_disagreement_score":0.004792369,"about_ca_system_score_codex":0.0031459883,"about_ca_system_score_gemma":0.0017992578,"threshold_uncertainty_score":0.022825897},"labels":[],"label_agreement":null},{"id":"W2052428518","doi":"10.1145/1279740.1279855","title":"nite_aura","year":2007,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aura; Stars; Computer science; Sky; Motion (physics); Psychology; Computer vision; Astronomy; Physics","score_opus":0.003712441892774242,"score_gpt":0.180992578974169,"score_spread":0.17728013708139476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052428518","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":[0.012094706,0.002355721,0.07933059,0.00079764606,0.0013994265,0.00023338545,0.0070665805,0.08065029,0.8160717],"genre_scores_gemma":[0.17566803,0.0016569534,0.06925203,0.0011459492,0.0007417647,0.00042059898,0.021935942,0.01683765,0.7123411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992331,0.00011718079,0.000029413277,0.00013923395,0.0003791552,0.00010186525],"domain_scores_gemma":[0.99915516,0.00020175672,0.000026711437,0.00022573021,0.00019401827,0.00019666115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057408126,0.00082689524,0.0007139168,0.0008491275,0.0013199024,0.002981244,0.0016943209,0.0013668363,0.20389071],"category_scores_gemma":[0.002074936,0.000625931,0.0009682217,0.0005462671,0.00068320765,0.0024923945,0.0035567856,0.0012392051,0.06969148],"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":[0.00190473,0.00020401842,0.0013611446,0.0016920321,0.00008347163,0.00074701675,0.0012888742,0.0024354435,0.052045293,0.046085283,0.5507025,0.34145012],"study_design_scores_gemma":[0.000047997266,0.00011354903,0.0008548702,0.000076693126,0.000022244301,0.0004604342,0.00008721854,0.0019370506,0.0050272294,0.0021984226,0.989121,0.000053247735],"about_ca_topic_score_codex":0.0019518139,"about_ca_topic_score_gemma":0.0042622234,"teacher_disagreement_score":0.7961093,"about_ca_system_score_codex":0.00055128406,"about_ca_system_score_gemma":0.00055275596,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2057243126","doi":"10.1260/1478-0771.9.1.77","title":"Architectronics: Towards a Responsive Environment","year":2011,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Architecture; Scope (computer science); Mechatronics; Field (mathematics); Systems engineering; Engineering; Computer science; Architectural engineering; Control (management); Control engineering; Artificial intelligence; Geography","score_opus":0.015825571593088974,"score_gpt":0.2138863290721222,"score_spread":0.19806075747903323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057243126","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":[0.031376597,0.0017580787,0.7942487,0.012522287,0.0007301092,0.00009391025,0.00007259514,0.004049532,0.15514804],"genre_scores_gemma":[0.4695403,0.0027120407,0.43473223,0.0028265098,0.00030182506,0.0002612018,0.00026306574,0.0016016909,0.08776112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715924,0.0014118252,0.000088838315,0.00024773635,0.0008213444,0.00027100628],"domain_scores_gemma":[0.99871314,0.00033056038,0.000062416075,0.0003599087,0.00022378548,0.00031015655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028613298,0.00064725144,0.0003183159,0.0008355902,0.0022401337,0.0059734182,0.0016114265,0.0024199535,0.006297513],"category_scores_gemma":[0.0033363614,0.0005795451,0.00061327225,0.00056619215,0.0069756038,0.008486691,0.00765554,0.0032759036,0.0024369296],"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":[0.000023404491,0.000028435265,0.00026498656,0.00006660671,0.000007339092,0.00008476453,0.0030177657,0.003988139,0.003430141,0.95179445,0.0058619194,0.03143194],"study_design_scores_gemma":[0.000027232216,0.00006338701,0.00023088518,0.000109745626,0.00001110029,0.00026846823,0.002044955,0.018224152,0.004836708,0.5437427,0.43039992,0.000040622308],"about_ca_topic_score_codex":0.0015690731,"about_ca_topic_score_gemma":0.0019731629,"teacher_disagreement_score":0.006297513,"about_ca_system_score_codex":0.001426764,"about_ca_system_score_gemma":0.0024813535,"threshold_uncertainty_score":0.021067262},"labels":[],"label_agreement":null},{"id":"W2057384525","doi":"10.1017/s0307883306222417","title":"Corpus Jan Fabre: Observaties van een Creatieproces","year":2006,"lang":"nl","type":"article","venue":"Theatre Research International","topic":"Architecture and Computational Design","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":"University of Alberta","funders":"","keywords":"Humanities; Art; Cartography; Art history; Geography","score_opus":0.04274849879505489,"score_gpt":0.3115035779516349,"score_spread":0.26875507915658003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057384525","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":[0.025854088,0.10075473,0.012843802,0.017815497,0.0063372874,0.00035349216,0.088188834,0.0015344372,0.74631786],"genre_scores_gemma":[0.3149428,0.05046371,0.02403751,0.0051017385,0.0032451674,0.0011228756,0.12913752,0.008849634,0.46309906],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9989856,0.0003547924,0.00007092127,0.0002119213,0.0002983617,0.000078421355],"domain_scores_gemma":[0.9981679,0.0009834187,0.00014637245,0.00022991675,0.00036856404,0.000103863116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011617331,0.001059095,0.0008081167,0.0036946149,0.0028663543,0.0043940214,0.0008809349,0.0013776807,0.063127875],"category_scores_gemma":[0.0051964503,0.0006807113,0.00030028523,0.006257781,0.0025340228,0.004891311,0.0026422648,0.0025104734,0.013935836],"study_design_candidate":"qualitative","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":[0.00017801205,0.000017158045,0.000553343,0.0010654649,0.0000127158155,0.000357453,0.017895404,0.0002479094,0.0012540848,0.034513757,0.8334551,0.110449575],"study_design_scores_gemma":[0.000004997702,0.0000023720447,0.0015473429,0.00033041273,0.00000241568,0.00018332731,0.001870108,0.000038250237,0.000237029,0.00114649,0.9946274,0.0000098587625],"about_ca_topic_score_codex":0.0751708,"about_ca_topic_score_gemma":0.11555853,"teacher_disagreement_score":0.0751708,"about_ca_system_score_codex":0.0039965506,"about_ca_system_score_gemma":0.0021300106,"threshold_uncertainty_score":0.21118379},"labels":[],"label_agreement":null},{"id":"W2065312989","doi":"10.5703/1288284314767","title":"Microforms in a Digital World","year":2012,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Microform; Computer science; World Wide Web; Library science","score_opus":0.005807662178863047,"score_gpt":0.18256988959004675,"score_spread":0.1767622274111837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065312989","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":[0.20313598,0.0019190395,0.23118941,0.0058732047,0.0008136468,0.00007370467,0.00015358443,0.00061862956,0.55622274],"genre_scores_gemma":[0.87547123,0.0007429173,0.030329486,0.00047517242,0.00015191146,0.000054859087,0.000050933093,0.00011905485,0.09260431],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997862,0.000060005725,0.000009243586,0.00003937021,0.00007077709,0.00003439755],"domain_scores_gemma":[0.9997589,0.000048891496,0.000021101474,0.00006988906,0.000054381962,0.000046905767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016404728,0.00030953684,0.00022326561,0.0010893927,0.0015608446,0.0038035277,0.00038837883,0.00081034406,0.016732171],"category_scores_gemma":[0.00085055194,0.00023020714,0.0002000745,0.00084936986,0.004716974,0.004453772,0.0018659632,0.0009678002,0.0016369536],"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":[0.000007803225,0.000006217217,0.00022026304,0.00001458712,0.0000020927978,0.000062921754,0.0005290547,0.001837239,0.00080888334,0.98434216,0.0010657549,0.011103077],"study_design_scores_gemma":[0.00000911997,0.0000238039,0.00082381844,0.00002512261,0.0000059465556,0.00020176703,0.0015180284,0.010198061,0.00071650266,0.9207929,0.06566939,0.000015560265],"about_ca_topic_score_codex":0.0020353536,"about_ca_topic_score_gemma":0.0035493711,"teacher_disagreement_score":0.016732171,"about_ca_system_score_codex":0.0010112345,"about_ca_system_score_gemma":0.000595514,"threshold_uncertainty_score":0.055974722},"labels":[],"label_agreement":null},{"id":"W2066140716","doi":"10.1108/03684920910976998","title":"Gordon Pask: exchanges between cybernetics and architecture and the envisioning of the IE","year":2009,"lang":"en","type":"article","venue":"Kybernetes","topic":"Architecture and Computational Design","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Concordia University","keywords":"Cybernetics; Originality; Architecture; The arts; Field (mathematics); Conversation; Computer science; Cognitive science; Sociology; Epistemology; Visual arts; Social science; Artificial intelligence; Psychology; Qualitative research; Art; Philosophy","score_opus":0.0038667046599238208,"score_gpt":0.1706318489352108,"score_spread":0.166765144275287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066140716","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":[0.21929073,0.015119099,0.01833124,0.1832124,0.001320467,0.00008799348,0.00012034109,0.00019823905,0.5623195],"genre_scores_gemma":[0.95460546,0.0031195583,0.0035024686,0.0037745396,0.00011108033,0.000039832103,0.00002839151,0.000116055024,0.034702625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9971083,0.0018390389,0.000058006914,0.00028847545,0.0005263154,0.00017993036],"domain_scores_gemma":[0.99706227,0.0018678689,0.00019708026,0.00029882934,0.0003405992,0.0002333397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029916312,0.00031433723,0.00022618557,0.0010444028,0.0079454025,0.008170031,0.0007162833,0.0023550035,0.0051232916],"category_scores_gemma":[0.008189343,0.00031738228,0.00017268151,0.0015190764,0.030357148,0.012060185,0.004268988,0.0060708546,0.00067764847],"study_design_candidate":"qualitative","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":[0.000023887605,0.000011389082,0.0004923007,0.00006073664,0.0000028914878,0.000514456,0.14384373,0.00026734397,0.00026288285,0.8220381,0.017289048,0.0151931895],"study_design_scores_gemma":[0.000007983063,0.000021946948,0.0017066288,0.0003114332,0.000006175897,0.001323795,0.11875564,0.00064832135,0.0008334607,0.2741554,0.60217774,0.00005148262],"about_ca_topic_score_codex":0.018485868,"about_ca_topic_score_gemma":0.017369665,"teacher_disagreement_score":0.018485868,"about_ca_system_score_codex":0.0074825813,"about_ca_system_score_gemma":0.004935952,"threshold_uncertainty_score":0.054290235},"labels":[],"label_agreement":null},{"id":"W2068214593","doi":"10.1260/147807707783600753","title":"Design Tools for Foldable Structures with Application of Fuzzy Logic","year":2007,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"University of British Columbia","keywords":"Fuzzy logic; Folding (DSP implementation); Computer science; Kinematics; Theoretical computer science; Algorithm; Engineering; Artificial intelligence; Mechanical engineering","score_opus":0.01814864467560355,"score_gpt":0.2663068984343184,"score_spread":0.2481582537587148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068214593","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":[0.002543428,0.0000596901,0.9947285,0.00004521925,0.000012919062,0.00003834105,0.000017490613,0.00028318612,0.002271318],"genre_scores_gemma":[0.103195645,0.00024530792,0.8931853,0.00005721446,0.00001284335,0.0001709226,0.00008341128,0.000057427653,0.0029919755],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996582,0.00005958532,0.000028746856,0.000046722515,0.00018411687,0.00002262583],"domain_scores_gemma":[0.99966705,0.00016506856,0.000036645553,0.000040212468,0.00007895574,0.000012022887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006191995,0.00050711184,0.00035663677,0.0007424304,0.00054571126,0.0011322787,0.0008891738,0.0006127984,0.004474943],"category_scores_gemma":[0.0015624148,0.00035231447,0.0008613232,0.00033370292,0.0006765069,0.0007633709,0.0006349703,0.00070918497,0.0006808858],"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":[0.00010078381,0.000080240905,0.0008155906,0.0005249848,0.0000649613,0.00049568963,0.0010332054,0.34055978,0.061888307,0.26549748,0.003241789,0.3256972],"study_design_scores_gemma":[0.000049591068,0.00011180786,0.00024485096,0.00012770515,0.00004862521,0.00035785852,0.00011469095,0.87737924,0.018795267,0.07258634,0.030147819,0.000036171252],"about_ca_topic_score_codex":0.0020372614,"about_ca_topic_score_gemma":0.0020615014,"teacher_disagreement_score":0.004474943,"about_ca_system_score_codex":0.0005655511,"about_ca_system_score_gemma":0.0006640621,"threshold_uncertainty_score":0.014970183},"labels":[],"label_agreement":null},{"id":"W2068635069","doi":"10.2298/tsci0601141r","title":"Shape and structure from engineering to nature, author Adrian Bejan, Cambridge university press, ISBN 0-521-79049-2","year":2006,"lang":"en","type":"article","venue":"Thermal Science","topic":"Architecture and Computational Design","field":"Engineering","cited_by":10,"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 Nuclear Safety Commission","funders":"","keywords":"Engineering physics; Art history; Engineering; Art","score_opus":0.003499643879711446,"score_gpt":0.17243317727949936,"score_spread":0.16893353339978792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068635069","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":[0.002207502,0.67035466,0.044446673,0.011816866,0.03529429,0.00006492059,0.001371355,0.0023292766,0.2321145],"genre_scores_gemma":[0.0088223815,0.20860112,0.00930027,0.001526437,0.007403434,0.00007147491,0.0010157864,0.0010020601,0.7622571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997404,0.000021517022,0.000022404567,0.00008025772,0.00012237327,0.000013000857],"domain_scores_gemma":[0.99954885,0.00020340837,0.000022198437,0.000044256252,0.00014362168,0.000037730395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045083463,0.0018330346,0.0013692843,0.0030311707,0.0005069692,0.0020292636,0.00082630524,0.00094689516,0.07328076],"category_scores_gemma":[0.0012011852,0.0008276938,0.00042996995,0.003002083,0.000817918,0.0048330184,0.0012279915,0.0017434949,0.0636939],"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":[0.00004698941,0.000017794546,0.000151819,0.00057840894,0.000016924756,0.000046553443,0.00014343862,0.0008790075,0.0014578607,0.019551756,0.63194525,0.3451643],"study_design_scores_gemma":[0.000009662335,0.000020549387,0.0004439404,0.00022283028,0.000013512059,0.00038105354,0.00007986897,0.0009571279,0.00042800448,0.008336746,0.989094,0.000012885577],"about_ca_topic_score_codex":0.0021554418,"about_ca_topic_score_gemma":0.0050896066,"teacher_disagreement_score":0.07328076,"about_ca_system_score_codex":0.00076552347,"about_ca_system_score_gemma":0.00042459974,"threshold_uncertainty_score":0.24514854},"labels":[],"label_agreement":null},{"id":"W2071561610","doi":"10.1097/der.0b013e31826f879c","title":"A Bum Deal From Wooden Toilet Seats: Reemergence of Allergic Contact Dermatitis","year":2012,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Architecture and Computational Design","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Toilet; Medicine; Pathology","score_opus":0.010920393573201653,"score_gpt":0.19832575115168302,"score_spread":0.18740535757848137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071561610","genre_codex":"commentary","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":[0.020329848,0.0052827364,0.0011366098,0.9454572,0.00785902,0.000017176428,0.00005079282,0.000071945506,0.019794662],"genre_scores_gemma":[0.3092765,0.008533848,0.0016205043,0.6206084,0.026918963,0.000039115446,0.000043033066,0.00010889355,0.03285071],"study_design_codex":"not_applicable","study_design_gemma":"case_report","domain_scores_codex":[0.99924135,0.00028558917,0.00006570298,0.00010329012,0.00018094075,0.00012314669],"domain_scores_gemma":[0.99769336,0.0014632526,0.0001662959,0.00012476566,0.00034088985,0.0002114664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009391458,0.00024350017,0.00040744568,0.00032669856,0.0022549115,0.0013754376,0.00037350602,0.009038502,0.0037834388],"category_scores_gemma":[0.006399068,0.00022452061,0.00044612357,0.00033572904,0.0016384748,0.0017259446,0.0006100586,0.008648977,0.00141038],"study_design_candidate":"case_report","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":[0.00027431268,0.0001444691,0.013910741,0.0001660883,0.000050774015,0.08951529,0.002305326,0.00044573226,0.0012370598,0.017731667,0.7629502,0.11126841],"study_design_scores_gemma":[0.00012212506,0.00030418023,0.010798878,0.00067684817,0.00009231459,0.21097195,0.005707229,0.0024957063,0.000886814,0.028971016,0.73890084,0.00007213175],"about_ca_topic_score_codex":0.0032082438,"about_ca_topic_score_gemma":0.009802326,"teacher_disagreement_score":0.009038502,"about_ca_system_score_codex":0.0018773021,"about_ca_system_score_gemma":0.00095161994,"threshold_uncertainty_score":0.013620913},"labels":[],"label_agreement":null},{"id":"W2072409320","doi":"10.1162/10464880252820028","title":"1:1 @ Carleton University School of Architecture","year":2002,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Studio; Speculation; Architecture; Design studio; Visual arts; Sociology; Curriculum; Architectural engineering; Computer science; Engineering; Pedagogy; Art","score_opus":0.005255784498507672,"score_gpt":0.17162831897560757,"score_spread":0.1663725344770999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072409320","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":[0.0017408013,0.0019550994,0.00088325376,0.0072882725,0.0009798696,0.00006523315,0.0022720553,0.0012104542,0.98360497],"genre_scores_gemma":[0.005798137,0.0007946198,0.00081041816,0.00045805424,0.000050915423,0.00002666466,0.0005646341,0.00018665018,0.9913099],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988368,0.00014738624,0.00006268714,0.00033960928,0.00038308167,0.00023047513],"domain_scores_gemma":[0.9981865,0.0001460656,0.000052782125,0.0003018922,0.0006048763,0.0007078124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007351419,0.0012172207,0.00085070793,0.0018139732,0.0068813786,0.011235371,0.0016801393,0.0051579224,0.78062516],"category_scores_gemma":[0.002066946,0.00085494615,0.00050275755,0.0018210425,0.0025392275,0.0034116325,0.005664601,0.0030446968,0.48568052],"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":[0.00013928428,0.00007093147,0.0020820561,0.0005195769,0.0000131981715,0.000489136,0.0010298735,0.00041555372,0.0010697588,0.06828964,0.8066379,0.11924312],"study_design_scores_gemma":[0.000004569029,0.000005198252,0.00048569182,0.00008022227,0.0000019846987,0.00005283198,0.00029248564,0.00006631514,0.00015688494,0.0023512319,0.99649435,0.000008164088],"about_ca_topic_score_codex":0.09095881,"about_ca_topic_score_gemma":0.2805438,"teacher_disagreement_score":0.78062516,"about_ca_system_score_codex":0.011644935,"about_ca_system_score_gemma":0.012036681,"threshold_uncertainty_score":0.31291157},"labels":[],"label_agreement":null},{"id":"W2074237792","doi":"10.13031/2013.23254","title":"The Alternative Village - Research and Demonstration in an Unique Campus Setting","year":2007,"lang":"en","type":"article","venue":"2007 Minneapolis, Minnesota, June 17-20, 2007","topic":"Architecture and Computational 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":"Outreach; Architectural engineering; Process (computing); Acre; Engineering management; Engineering; Computer science; Political science","score_opus":0.018551370974348155,"score_gpt":0.29382319306990445,"score_spread":0.2752718220955563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074237792","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":[0.8568627,0.0001966476,0.024219653,0.003972548,0.00024130492,0.0007417338,0.00028884108,0.00056330144,0.11291327],"genre_scores_gemma":[0.92821056,0.00020469539,0.03957144,0.00026308637,0.00005446446,0.0004117505,0.00018550818,0.00008520743,0.031013358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875486,0.0007134838,0.000015238115,0.00013475945,0.00022668067,0.000154924],"domain_scores_gemma":[0.9987348,0.00016728368,0.000038880287,0.00016991803,0.0001512887,0.00073773763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017843277,0.00024245279,0.0002086325,0.0002616145,0.003011639,0.0013037459,0.0011767783,0.0011382966,0.009434284],"category_scores_gemma":[0.0013560026,0.00021658534,0.00024170363,0.00029064232,0.0022655376,0.0012367159,0.0032279708,0.0012815881,0.0015591081],"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":[0.0021835507,0.021467274,0.027478978,0.0011444681,0.00009447235,0.01825605,0.063705176,0.027629036,0.0743644,0.24035981,0.14073922,0.38257754],"study_design_scores_gemma":[0.0011932492,0.014889378,0.025609756,0.00024020918,0.00005011426,0.0050608492,0.08463638,0.036587577,0.026047008,0.038792334,0.76664484,0.0002482695],"about_ca_topic_score_codex":0.0031495357,"about_ca_topic_score_gemma":0.016909562,"teacher_disagreement_score":0.009434284,"about_ca_system_score_codex":0.00079745764,"about_ca_system_score_gemma":0.0018838823,"threshold_uncertainty_score":0.03156084},"labels":[],"label_agreement":null},{"id":"W2079992382","doi":"10.1002/ad.1325","title":"Towards a New Relationship with Nature: Research and Regenerative Design in Architecture","year":2011,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":10,"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; Visitor pattern; Sustainability; Sustainable design; Natural (archaeology); Environmental ethics; Architectural engineering; Sociology; Management; Engineering; Archaeology; History; Ecology; Computer science; Economics; Philosophy","score_opus":0.10102643571342648,"score_gpt":0.27789263221915883,"score_spread":0.17686619650573235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079992382","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":[0.108731866,0.023031637,0.30434662,0.075983666,0.00092038093,0.00008718534,0.000067668974,0.00019582469,0.4866351],"genre_scores_gemma":[0.9064157,0.0068510952,0.055996288,0.001347517,0.00022106887,0.000109879285,0.000036375706,0.00009650878,0.028925557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979321,0.0015198566,0.000041448795,0.00019868894,0.00021458743,0.00009341449],"domain_scores_gemma":[0.99748945,0.0015530523,0.00014406414,0.00040659346,0.00022127587,0.00018554139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037545112,0.00034864363,0.00038082746,0.0011029395,0.0028472426,0.006635305,0.0010003614,0.0020151522,0.0073953583],"category_scores_gemma":[0.0029939003,0.00027919337,0.00049367937,0.0011101997,0.027941497,0.008374543,0.003129574,0.0023769746,0.0006794487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006238693,0.000010264308,0.00017443807,0.000037583428,0.0000037130144,0.000030282281,0.0029443123,0.0017435491,0.00015702518,0.9858846,0.0010481033,0.007959957],"study_design_scores_gemma":[0.000008386911,0.000018293733,0.00028517563,0.00009115604,0.000004180361,0.00006064627,0.0033997393,0.0032999185,0.00018650659,0.8926805,0.09995437,0.000011196319],"about_ca_topic_score_codex":0.006044722,"about_ca_topic_score_gemma":0.009278496,"teacher_disagreement_score":0.0073953583,"about_ca_system_score_codex":0.004104665,"about_ca_system_score_gemma":0.003053183,"threshold_uncertainty_score":0.02978152},"labels":[],"label_agreement":null},{"id":"W2081546380","doi":"10.1006/jabr.2000.8511","title":"A Characterization of Selfmaps Which Are Composites of Three Projections","year":2001,"lang":"en","type":"article","venue":"Journal of Algebra","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Characterization (materials science); Mathematics; Composite material; Materials science; Nanotechnology","score_opus":0.009746205278528378,"score_gpt":0.19928089967185406,"score_spread":0.18953469439332568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081546380","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":[0.5639667,0.00023993988,0.37082615,0.00033301872,0.00024148471,0.00012635584,0.00031064017,0.0013315788,0.06262417],"genre_scores_gemma":[0.9203447,0.00016812772,0.068436645,0.00012793325,0.00011502552,0.000102250895,0.0004673416,0.00038273996,0.00985529],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993907,0.0000880978,0.000044152803,0.0001435371,0.00020491988,0.00012855628],"domain_scores_gemma":[0.99823844,0.000548906,0.00024414112,0.0002733057,0.00032179762,0.00037332132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006122085,0.000505638,0.00045173007,0.001958064,0.0015108364,0.0033080694,0.00055438373,0.0010718129,0.007987628],"category_scores_gemma":[0.002124306,0.00061013363,0.00082896376,0.0009326342,0.002511055,0.0034018348,0.0020646073,0.0012954867,0.0010233592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001114465,0.00005240462,0.0010026097,0.000049380615,0.000012680673,0.00028708394,0.0006247473,0.0008718882,0.008709205,0.9732737,0.0011508957,0.013853931],"study_design_scores_gemma":[0.00003248479,0.00014556757,0.0019418581,0.00004120773,0.000029408384,0.0012129837,0.00083801546,0.023738632,0.013890379,0.9432375,0.014830605,0.00006122182],"about_ca_topic_score_codex":0.00030626205,"about_ca_topic_score_gemma":0.00030346832,"teacher_disagreement_score":0.007987628,"about_ca_system_score_codex":0.00034553706,"about_ca_system_score_gemma":0.00046038907,"threshold_uncertainty_score":0.02672124},"labels":[],"label_agreement":null},{"id":"W2082226636","doi":"10.2495/arc080121","title":"Swarm-driven idea models – from insect nests to modern architecture","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Architecture and Computational Design","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Swarm behaviour; Computer science; Architecture; Blueprint; Artificial intelligence; Swarm intelligence; Theoretical computer science; Particle swarm optimization; Software engineering; Engineering; Machine learning; Geography","score_opus":0.00986811228483692,"score_gpt":0.16105615887221325,"score_spread":0.15118804658737633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082226636","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":[0.2522243,0.002040063,0.6732887,0.0028885654,0.00020339951,0.00008782795,0.00018360901,0.00036548628,0.06871795],"genre_scores_gemma":[0.88860583,0.0009600823,0.097140364,0.00015764835,0.00006047894,0.00014336425,0.000108876935,0.00006932728,0.012754098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989533,0.000042038482,0.0000043124114,0.000014652589,0.00003069688,0.000012868787],"domain_scores_gemma":[0.99979717,0.00007465003,0.000026679296,0.000043675143,0.000023703273,0.000034077813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025814003,0.0002990761,0.00025210233,0.000322986,0.00044780117,0.0012776454,0.00079530955,0.0009422227,0.0024553102],"category_scores_gemma":[0.0007421995,0.00024258415,0.0005903806,0.0002238936,0.0016779022,0.0018134828,0.00077947864,0.0006747398,0.0002991163],"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":[0.00001906728,0.000019291929,0.0006890542,0.000044504824,0.000020708945,0.00012575169,0.0003998502,0.18182887,0.0020541903,0.8067643,0.0010609698,0.0069732578],"study_design_scores_gemma":[0.000028598106,0.000045917204,0.00044001092,0.00002450347,0.000012473682,0.00010081156,0.00011267577,0.5025208,0.00048962166,0.48294356,0.013263682,0.000017371154],"about_ca_topic_score_codex":0.0011345067,"about_ca_topic_score_gemma":0.0011572096,"teacher_disagreement_score":0.0024553102,"about_ca_system_score_codex":0.0005261284,"about_ca_system_score_gemma":0.00045189113,"threshold_uncertainty_score":0.008213878},"labels":[],"label_agreement":null},{"id":"W2086381344","doi":"10.3166/isi.8.2.131-147","title":"Modèle de coopération orienté relation pour une vision adaptative du projet Application à la conception architecturale","year":2003,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.015556676984961628,"score_gpt":0.22564823347728424,"score_spread":0.2100915564923226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086381344","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":[0.010203204,0.00042648287,0.9578824,0.0015695572,0.000077200144,0.00014658274,0.0001376651,0.00062869827,0.02892816],"genre_scores_gemma":[0.2500525,0.0013882559,0.70481426,0.00036361447,0.000057101213,0.0010595059,0.00070505106,0.0002389532,0.041320734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99797124,0.0008103027,0.00013521954,0.0003549115,0.0006072911,0.000120964745],"domain_scores_gemma":[0.9986498,0.00045416522,0.00010539134,0.0003227673,0.00033925744,0.00012865149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019911097,0.0008158576,0.00049047644,0.001111215,0.0014388615,0.0050464342,0.0012987654,0.0021892074,0.007380476],"category_scores_gemma":[0.0035510105,0.0006878741,0.0013189217,0.0012265326,0.0026235313,0.0042703142,0.002242867,0.002417858,0.0019168777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006548203,0.000056561505,0.0006203485,0.00021042222,0.000033168668,0.00033875933,0.0032216911,0.023612324,0.005592713,0.93166083,0.0027171785,0.031870574],"study_design_scores_gemma":[0.000093078175,0.00018665961,0.001390205,0.00047486238,0.000116099,0.0008288708,0.0029248882,0.21789403,0.008099817,0.5049707,0.26291752,0.00010315941],"about_ca_topic_score_codex":0.01200576,"about_ca_topic_score_gemma":0.008756709,"teacher_disagreement_score":0.01200576,"about_ca_system_score_codex":0.0023531655,"about_ca_system_score_gemma":0.003582654,"threshold_uncertainty_score":0.02469021},"labels":[],"label_agreement":null},{"id":"W2088084396","doi":"10.1109/rsete.2011.5964619","title":"Study on the design strategies and promoting patterns of reclaimed water-based landscape in contemporary urban living quarter","year":2011,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Reclaimed water; Quarter (Canadian coin); Landscape design; Water saving; Water resources; Environmental planning; Environmental science; Civil engineering; Architectural engineering; Environmental resource management; Engineering; Environmental engineering; Water resource management; Geography; Ecology; Wastewater","score_opus":0.06186870067940324,"score_gpt":0.22147198590757458,"score_spread":0.15960328522817135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088084396","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":[0.9763816,0.000118721786,0.0067015537,0.00021704358,0.0000041503463,0.0000168525,0.000024110228,0.000016533922,0.01651935],"genre_scores_gemma":[0.9940602,0.000063361236,0.0027463506,0.000010431413,5.982124e-7,0.00000602269,0.000015841155,0.000008339951,0.003088896],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9997714,0.000108249595,0.000008650816,0.000043887037,0.000035678415,0.00003213638],"domain_scores_gemma":[0.9998423,0.000036537127,0.0000305624,0.000025816013,0.00003785181,0.000026878426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022853697,0.000114018076,0.000106870844,0.00041353054,0.00094842655,0.0010253345,0.00035861094,0.00026606838,0.002639267],"category_scores_gemma":[0.0006501944,0.00010120846,0.00012658957,0.0006753764,0.001056005,0.0006221208,0.00047809238,0.0001902908,0.000190176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025514548,0.00037796356,0.19083355,0.0005808893,0.000060078393,0.002080033,0.32827982,0.0081988,0.04059234,0.14723796,0.0057208743,0.27578256],"study_design_scores_gemma":[0.000027493199,0.000516247,0.3182493,0.00016811947,0.000091894304,0.0029806725,0.4276406,0.023537407,0.012999534,0.036505457,0.17719571,0.00008761527],"about_ca_topic_score_codex":0.0020122277,"about_ca_topic_score_gemma":0.010585376,"teacher_disagreement_score":0.002639267,"about_ca_system_score_codex":0.0006087376,"about_ca_system_score_gemma":0.00037727196,"threshold_uncertainty_score":0.008829236},"labels":[],"label_agreement":null},{"id":"W2091431745","doi":"10.1007/s00012-006-1991-z","title":"The Clone of a Topological Space: an inspiring book by Walter Taylor","year":2006,"lang":"en","type":"article","venue":"Algebra Universalis","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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 Manitoba","funders":"","keywords":"clone (Java method); Space (punctuation); Mathematics; Topological space; Topology (electrical circuits); Algebra over a field; Pure mathematics; Combinatorics; Computer science; Biology","score_opus":0.0032531850133636713,"score_gpt":0.17547506068308147,"score_spread":0.1722218756697178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091431745","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":[0.006306078,0.19772907,0.13908727,0.10329189,0.02600626,0.000082983104,0.0003385163,0.0009909284,0.52616704],"genre_scores_gemma":[0.15606004,0.09843786,0.07765621,0.022661397,0.021566242,0.0003144707,0.00041189435,0.0015723355,0.62131953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970645,0.00008868224,0.000011723567,0.000054485216,0.00011731514,0.000021428808],"domain_scores_gemma":[0.99955267,0.00025574196,0.000015259455,0.000052849326,0.00008106372,0.000042406053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005079081,0.00055445347,0.00067331304,0.0008954987,0.0017469799,0.003441118,0.0006745588,0.0015744885,0.0062269196],"category_scores_gemma":[0.0021133511,0.00044419573,0.0005255939,0.0011761284,0.0048460653,0.011372383,0.0015921376,0.0031735408,0.0024449658],"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":[0.000009651882,0.0000069482257,0.000049029437,0.00006136412,0.000004461297,0.000028787399,0.0006019181,0.00027446504,0.00026095784,0.808241,0.16497834,0.025483005],"study_design_scores_gemma":[0.0000062578197,0.000012471133,0.00008230517,0.00007756108,0.0000045560228,0.00013388757,0.00018534758,0.00057904446,0.00016069727,0.3345728,0.6641736,0.000011505689],"about_ca_topic_score_codex":0.0021575985,"about_ca_topic_score_gemma":0.0031228543,"teacher_disagreement_score":0.0062269196,"about_ca_system_score_codex":0.0018637807,"about_ca_system_score_gemma":0.001038412,"threshold_uncertainty_score":0.020831168},"labels":[],"label_agreement":null},{"id":"W2097704185","doi":"10.24908/pceea.v0i0.4051","title":"MCMASTER VIRTUAL DESIGN PROJECTS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"CAD; Visibility; Animation; Cockpit; Visualization; Computer science; Engineering drawing; Virtual reality; 3D modeling; Software engineering; Computer graphics (images); Engineering; Human–computer interaction; Artificial intelligence; Aeronautics","score_opus":0.014442094135948434,"score_gpt":0.17170018313600285,"score_spread":0.15725808900005442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097704185","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":[0.032509316,0.0012108809,0.021946488,0.0026396692,0.00050056604,0.000476472,0.0038343791,0.002840152,0.9340421],"genre_scores_gemma":[0.17263432,0.0013190452,0.04838751,0.00067417225,0.00006834611,0.00078912923,0.003903756,0.0008034534,0.77142024],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984825,0.00030160468,0.00003293399,0.00018324435,0.0007013563,0.00029835541],"domain_scores_gemma":[0.99843913,0.00013026447,0.00004128258,0.0003521013,0.00028361293,0.0007535962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200034,0.0010870167,0.00032894628,0.0015083072,0.0048068436,0.003939486,0.0025116222,0.00094447506,0.163897],"category_scores_gemma":[0.0017751845,0.00058801187,0.00052798196,0.0016743356,0.0011792802,0.00093439047,0.0039803754,0.0010013134,0.020810377],"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":[0.00044925304,0.00032222585,0.0026643672,0.0002647944,0.000028943645,0.0008696967,0.003056828,0.0055597355,0.0048751566,0.07333773,0.6130609,0.29551032],"study_design_scores_gemma":[0.000037911217,0.00008285334,0.0014883813,0.000049054303,0.000007705422,0.00017324301,0.00070526695,0.0010494685,0.001263209,0.0025070298,0.9926098,0.0000261579],"about_ca_topic_score_codex":0.074026205,"about_ca_topic_score_gemma":0.29914036,"teacher_disagreement_score":0.163897,"about_ca_system_score_codex":0.008311918,"about_ca_system_score_gemma":0.00796123,"threshold_uncertainty_score":0.5482901},"labels":[],"label_agreement":null},{"id":"W2106604337","doi":"10.1260/147807707782581774","title":"Innovative CNC Timber Framing — Technology and Cultural Expression","year":2007,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","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":"University of British Columbia","funders":"","keywords":"Framing (construction); Architectural engineering; Engineering; Roof; Civil engineering","score_opus":0.0066532096579357365,"score_gpt":0.261135305627487,"score_spread":0.25448209596955124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106604337","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":[0.21933068,0.0014573109,0.018636635,0.0051038377,0.00021871486,0.00010409311,0.000057092573,0.00011790289,0.7549738],"genre_scores_gemma":[0.91516775,0.00063264254,0.008898131,0.00030694425,0.000025838632,0.00006397691,0.000048483165,0.00008241996,0.07477384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850637,0.00065588293,0.000020485428,0.00017443327,0.00040367254,0.00023916716],"domain_scores_gemma":[0.9991635,0.00030068625,0.0000499751,0.00020271735,0.00014379488,0.00013932731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023538598,0.0003658257,0.00019832976,0.0010624339,0.012461513,0.008094139,0.0011219142,0.0010697208,0.007936432],"category_scores_gemma":[0.0023396793,0.00023977556,0.00011501944,0.0014128737,0.013911155,0.0020171192,0.004290872,0.0015693868,0.0005055645],"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":[0.00006626138,0.0000821719,0.0033925537,0.00009963113,0.000007724074,0.0010856829,0.21527681,0.001049721,0.0039943354,0.6160664,0.021639017,0.13723958],"study_design_scores_gemma":[0.000018253311,0.000051810202,0.007197399,0.00030589802,0.000013601939,0.0008239881,0.13300563,0.0014492121,0.0034309863,0.042961717,0.8106811,0.000060314247],"about_ca_topic_score_codex":0.08760991,"about_ca_topic_score_gemma":0.31564707,"teacher_disagreement_score":0.08760991,"about_ca_system_score_codex":0.013491814,"about_ca_system_score_gemma":0.007819628,"threshold_uncertainty_score":0.17419994},"labels":[],"label_agreement":null},{"id":"W2118894289","doi":"10.1002/ad.1706","title":"Diffusive Thermal Architecture: New Work from the Hylozoic Series","year":2014,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":7,"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; Series (stratigraphy); Work (physics); Architectural engineering; Computer science; Software engineering; Visual arts; Engineering; Geology; Art; Mechanical engineering","score_opus":0.009052666713138724,"score_gpt":0.17000315507289698,"score_spread":0.16095048835975825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118894289","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":[0.26490134,0.093787886,0.088760205,0.026155097,0.0038901179,0.00011324603,0.0001344222,0.0005297421,0.52172804],"genre_scores_gemma":[0.7543968,0.068345256,0.060244933,0.0024098393,0.002807746,0.000112635804,0.00015983879,0.00091719575,0.110605784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907196,0.0003893147,0.000018959221,0.00016303746,0.00025409262,0.000102678074],"domain_scores_gemma":[0.9989391,0.0005620203,0.000029994386,0.00018206271,0.00014911593,0.00013776236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017025928,0.00055748806,0.00056057714,0.00070691877,0.001654721,0.0031513956,0.0007587742,0.00093137287,0.005209059],"category_scores_gemma":[0.0020865935,0.00032104884,0.00030687233,0.0008368296,0.005226312,0.0029680128,0.002001081,0.0021425744,0.0006466225],"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":[0.00019113182,0.00029140577,0.002467675,0.0007363628,0.000058122383,0.0005373376,0.061016724,0.009731612,0.009004202,0.585758,0.060685955,0.26952156],"study_design_scores_gemma":[0.000026246707,0.000091342015,0.0020788535,0.0002826875,0.000016523734,0.0003379663,0.009412225,0.0053410125,0.003423151,0.06441634,0.91451776,0.000055835135],"about_ca_topic_score_codex":0.004046605,"about_ca_topic_score_gemma":0.007919065,"teacher_disagreement_score":0.005209059,"about_ca_system_score_codex":0.0018543722,"about_ca_system_score_gemma":0.00093318755,"threshold_uncertainty_score":0.017426014},"labels":[],"label_agreement":null},{"id":"W2128961448","doi":"10.1177/1206331205283729","title":"In the Dark All You Have Left Is Architecture","year":2005,"lang":"en","type":"article","venue":"Space and Culture","topic":"Architecture and Computational 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":"Blackout; Architecture; Left behind; Electricity; Power (physics); Built environment; History; Engineering; Electrical engineering; Psychology; Physics; Archaeology; Electric power system; Civil engineering","score_opus":0.005864172665635591,"score_gpt":0.21210781746166849,"score_spread":0.20624364479603288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128961448","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":[0.008087315,0.049559627,0.011246365,0.28720778,0.030070866,0.000014854957,0.00015595567,0.0002466007,0.6134106],"genre_scores_gemma":[0.34001026,0.037741587,0.007201507,0.045519356,0.016663877,0.00006021424,0.00020045074,0.00045870544,0.55214405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993782,0.00027007997,0.000017184797,0.00010170966,0.0001473181,0.00008540343],"domain_scores_gemma":[0.99903584,0.00038421951,0.00005118883,0.00011911252,0.00025135642,0.0001582649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050787325,0.00050654757,0.0002777276,0.00045176235,0.005243757,0.0061011263,0.0004281464,0.0017605049,0.010745291],"category_scores_gemma":[0.002404534,0.0001801087,0.00022443563,0.0005337073,0.007949045,0.005600253,0.0015507207,0.0043214634,0.0041775377],"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":[0.000021999347,0.000012641116,0.00041107935,0.000106976295,0.000007746832,0.00007057073,0.0053377445,0.00025311304,0.0003008505,0.6089621,0.34603104,0.038484048],"study_design_scores_gemma":[0.000001539636,0.000007605882,0.00014360227,0.00009988008,0.0000020478703,0.00004673225,0.0017455666,0.00006969815,0.00006181005,0.047912218,0.94990486,0.000004408467],"about_ca_topic_score_codex":0.0034913884,"about_ca_topic_score_gemma":0.0090752635,"teacher_disagreement_score":0.010745291,"about_ca_system_score_codex":0.0018317865,"about_ca_system_score_gemma":0.0014368978,"threshold_uncertainty_score":0.035946548},"labels":[],"label_agreement":null},{"id":"W2130770060","doi":"10.5194/isprsarchives-xl-2-227-2014","title":"Weighted Visibility Classification and Seating Plan for the Aitken University Centre","year":2014,"lang":"en","type":"article","venue":"˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"Architecture and Computational Design","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":"University of New Brunswick","funders":"","keywords":"Visibility; Zoom; Computer science; Set (abstract data type); Pixel; Plan (archaeology); Artificial intelligence; Computer vision; Data mining; Engineering; Geography","score_opus":0.015171514298567139,"score_gpt":0.22413287117285552,"score_spread":0.20896135687428838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130770060","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":[0.6383397,0.00030999997,0.24186017,0.0005072722,0.00020962508,0.002655118,0.019419704,0.0023130376,0.09438544],"genre_scores_gemma":[0.7552283,0.00013786012,0.21150792,0.000047640726,0.000017526745,0.00079228455,0.0154403625,0.0002438562,0.016584255],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982058,0.0001846168,0.00016148761,0.00024481554,0.0009817645,0.00022155243],"domain_scores_gemma":[0.9971011,0.00033075278,0.00033556847,0.00026879087,0.0016860132,0.00027781344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096092216,0.00037490873,0.00032226747,0.0030114185,0.00088278507,0.0018829169,0.0008107766,0.00029517373,0.009614009],"category_scores_gemma":[0.0050272853,0.00030016672,0.00035749597,0.0025600672,0.00024572908,0.00097110466,0.0011781662,0.0005319194,0.0028817346],"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":[0.00079560146,0.00034968078,0.27815822,0.0005037435,0.00004913425,0.0003581959,0.0029898246,0.033123665,0.018014343,0.007238016,0.02231239,0.6361072],"study_design_scores_gemma":[0.000060482813,0.00069514354,0.69448733,0.00026336705,0.000054226886,0.00034751542,0.0088493135,0.15209875,0.022566834,0.0039069825,0.116431266,0.00023877007],"about_ca_topic_score_codex":0.06854222,"about_ca_topic_score_gemma":0.12850547,"teacher_disagreement_score":0.06854222,"about_ca_system_score_codex":0.0023717529,"about_ca_system_score_gemma":0.002279184,"threshold_uncertainty_score":0.1362865},"labels":[],"label_agreement":null},{"id":"W2133263162","doi":"","title":"Geometry and Art with a Circle Cutter","year":2012,"lang":"en","type":"article","venue":"Proceedings of Bridges 2012: Mathematics, Music, Art, Architecture, Culture","topic":"Architecture and Computational Design","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":"Mount Royal University","funders":"","keywords":"Polyhedron; Construct (python library); Geometry; Mathematics; Engineering drawing; Computer science; Engineering; Programming language","score_opus":0.008734194828679374,"score_gpt":0.19122780743281603,"score_spread":0.18249361260413666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133263162","genre_codex":"methods","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":[0.01969147,0.003015092,0.8100255,0.0014133258,0.0007618259,0.00004804123,0.00011435604,0.0008301995,0.16410011],"genre_scores_gemma":[0.4001465,0.0024843267,0.539502,0.0003957929,0.00059065584,0.000076882025,0.00013884636,0.0005060012,0.056158878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949896,0.00014714846,0.000020103229,0.00010074397,0.00020100229,0.0000319934],"domain_scores_gemma":[0.99967456,0.0001486964,0.000022420103,0.00008193913,0.000043082597,0.000029288216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003669595,0.0004372904,0.00026343617,0.0010248818,0.0009456605,0.0020666637,0.00053260685,0.00092364295,0.011506322],"category_scores_gemma":[0.0011891021,0.00028386633,0.0006603524,0.0006781918,0.004079986,0.0028569116,0.0019851292,0.0016569312,0.0019778372],"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":[0.000024180245,0.000003783657,0.000058520804,0.000037815378,0.0000048765914,0.000076400305,0.00040084458,0.0036630624,0.00159429,0.9660955,0.002133646,0.02590708],"study_design_scores_gemma":[0.000016542303,0.00006449164,0.00029963942,0.00004429813,0.000012574763,0.0007549738,0.00029974314,0.016624488,0.0038794219,0.7934274,0.18454121,0.000035184356],"about_ca_topic_score_codex":0.0010643612,"about_ca_topic_score_gemma":0.0013066131,"teacher_disagreement_score":0.011506322,"about_ca_system_score_codex":0.000591659,"about_ca_system_score_gemma":0.00033140846,"threshold_uncertainty_score":0.0384925},"labels":[],"label_agreement":null},{"id":"W2134912173","doi":"10.1002/ad.705","title":"Thinking with Matter","year":2008,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Context (archaeology); Fidelity; Work (physics); Computer science; Architectural engineering; Sociology; Engineering; Engineering ethics; History; Telecommunications; Archaeology; Mechanical engineering","score_opus":0.012285319776574672,"score_gpt":0.16880844477185117,"score_spread":0.15652312499527649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134912173","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":[0.0053971023,0.007993701,0.05245391,0.053871267,0.0048306794,0.00008048483,0.00014235066,0.00043766253,0.8747928],"genre_scores_gemma":[0.45080224,0.012348207,0.031606846,0.023716327,0.0055955336,0.00026620462,0.00047502376,0.00071155175,0.47447807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983891,0.00068299926,0.000056087978,0.00037747715,0.0003701648,0.00012417759],"domain_scores_gemma":[0.99844295,0.00057363854,0.00010418762,0.0004008259,0.00030591767,0.00017257828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017321052,0.000635986,0.00041321525,0.000983552,0.0032556758,0.0064691543,0.0008700586,0.00203277,0.042841557],"category_scores_gemma":[0.004702182,0.00022527603,0.0005171038,0.0006707215,0.01399767,0.008398749,0.0035606578,0.0029188348,0.010480552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000848714,0.0000083472605,0.00010778259,0.0000467741,0.000007421128,0.00005892884,0.0019277344,0.00015048364,0.00013880136,0.94668406,0.035923626,0.014937483],"study_design_scores_gemma":[0.000006512321,0.000010208248,0.00008804345,0.000091382,0.000005291839,0.0001302181,0.0007919722,0.00021839322,0.00017786148,0.57073826,0.42773396,0.000007919861],"about_ca_topic_score_codex":0.0016922986,"about_ca_topic_score_gemma":0.0012575908,"teacher_disagreement_score":0.042841557,"about_ca_system_score_codex":0.0017447758,"about_ca_system_score_gemma":0.001873744,"threshold_uncertainty_score":0.14331925},"labels":[],"label_agreement":null},{"id":"W2136823503","doi":"10.1260/1478-0771.7.4.587","title":"Programmatic Formation: Practical Applications of Parametric Design","year":2009,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Generative Design; Parametric design; Parametric statistics; Computer science; Tower; Spatial design; Realm; Process (computing); Design education; Design process; Architecture; Systems engineering; Engineering design process; Parametric model; Management science; Architectural engineering; Human–computer interaction; Engineering; Work in process; Civil engineering; Programming language; Geography","score_opus":0.019126106917191465,"score_gpt":0.29136021298216025,"score_spread":0.2722341060649688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136823503","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059901625,0.0007793501,0.91618437,0.0023165008,0.00011918566,0.00013294852,0.000024279752,0.0002985189,0.074154735],"genre_scores_gemma":[0.38948262,0.0011362842,0.59502816,0.00045289908,0.00012737016,0.00067198876,0.000048895283,0.0002740655,0.012777752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559635,0.0029922666,0.00015525008,0.0004117244,0.0006718079,0.00017273458],"domain_scores_gemma":[0.98963165,0.0077206837,0.00031854727,0.00169874,0.0003969152,0.00023347775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007050236,0.001204545,0.00063447247,0.001565431,0.0026221466,0.004767112,0.002202019,0.002580018,0.015450934],"category_scores_gemma":[0.015735243,0.0008455535,0.0013868812,0.0011404254,0.017000046,0.006225722,0.006329189,0.00348727,0.0015410408],"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":[0.00001369176,0.000025935606,0.00026348067,0.000094411094,0.000009179676,0.00012751255,0.0015678217,0.013262717,0.00037039036,0.96282387,0.00076959253,0.020671336],"study_design_scores_gemma":[0.000022304192,0.000045022378,0.000076984,0.000089159184,0.000009294375,0.00020466492,0.00067737297,0.03227775,0.00059216336,0.9150417,0.05094502,0.000018652207],"about_ca_topic_score_codex":0.0019786062,"about_ca_topic_score_gemma":0.0019722842,"teacher_disagreement_score":0.015450934,"about_ca_system_score_codex":0.0027085813,"about_ca_system_score_gemma":0.002329381,"threshold_uncertainty_score":0.051688492},"labels":[],"label_agreement":null},{"id":"W2139053240","doi":"10.5539/ach.v6n1p72","title":"An Analysis of the Ecological Features of Stilted Building in Yanzibian, Southern Shaanxi, China","year":2013,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptability; China; Field survey; Environmental resource management; Process (computing); Enlightenment; Architectural engineering; Geography; Civil engineering; Ecology; Computer science; Environmental science; Engineering; Archaeology","score_opus":0.004804095233138779,"score_gpt":0.1868632089633585,"score_spread":0.18205911373021974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139053240","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":[0.99962103,0.000017464523,0.0000335606,0.000004349503,2.3520948e-7,0.000002322741,0.000058193487,0.0000010474477,0.00026177694],"genre_scores_gemma":[0.9994623,0.00002133409,0.000065479784,0.000002267653,4.390373e-7,0.0000036264787,0.00021208148,7.744552e-7,0.00023166674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998791,0.000020189509,0.000007334281,0.000025242856,0.000034536013,0.00003353128],"domain_scores_gemma":[0.9998079,0.000030385758,0.000031547683,0.000015197393,0.000070433125,0.000044543493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022552836,0.0002543964,0.00021070076,0.0019595472,0.0006702093,0.00048579604,0.00022826693,0.00015971033,0.00082570274],"category_scores_gemma":[0.00025188373,0.00015415347,0.00019577995,0.002876553,0.00048702356,0.0001892408,0.0004016788,0.00011573908,0.00007733179],"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":[0.00006465419,0.000052245636,0.9744848,0.00006441686,0.000039639857,0.00057350105,0.0089756055,0.00071919186,0.0035214403,0.0002645576,0.00017868321,0.011061324],"study_design_scores_gemma":[4.938889e-7,0.0000100625375,0.9966343,0.0000028912445,0.000003045631,0.000023280829,0.0028350176,0.00026787215,0.000048385515,0.000011226,0.00016150285,0.0000020141126],"about_ca_topic_score_codex":0.10156898,"about_ca_topic_score_gemma":0.2746719,"teacher_disagreement_score":0.10156898,"about_ca_system_score_codex":0.0012357909,"about_ca_system_score_gemma":0.0007979403,"threshold_uncertainty_score":0.20195562},"labels":[],"label_agreement":null},{"id":"W2140269774","doi":"10.7202/017593ar","title":"Henry Brant et sa musique1","year":2008,"lang":"fr","type":"article","venue":"Circuit Musiques contemporaines","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art; Humanities","score_opus":0.045579307913398114,"score_gpt":0.24183197400124626,"score_spread":0.19625266608784814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140269774","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":[0.012129425,0.14143763,0.029441401,0.3065595,0.031233996,0.000046452267,0.0002592269,0.00031734392,0.478575],"genre_scores_gemma":[0.1324378,0.054534353,0.012262992,0.025441848,0.0095074475,0.00007144509,0.00016032906,0.00045188182,0.765132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876785,0.00039243503,0.00003315109,0.00027048608,0.0004061412,0.0001300929],"domain_scores_gemma":[0.99877805,0.0005306931,0.000068398636,0.00009514095,0.00029664612,0.00023115118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012489787,0.00047877576,0.00026599405,0.0006911001,0.0028773628,0.0032830252,0.0005096508,0.0021867089,0.017066693],"category_scores_gemma":[0.0032587722,0.00032681506,0.00020730156,0.0006870273,0.004112026,0.0038207632,0.0013978088,0.0036072088,0.004750204],"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":[0.00008404272,0.000020803598,0.0006280947,0.00013752929,0.000010322538,0.00022000363,0.0019663025,0.0003937773,0.00085062295,0.57768774,0.33056778,0.08743301],"study_design_scores_gemma":[0.0000032818507,0.000011272613,0.00013806802,0.00004607205,0.0000013849673,0.00015200405,0.00021087458,0.00009914883,0.0003193435,0.025106406,0.9739039,0.000008371521],"about_ca_topic_score_codex":0.006373338,"about_ca_topic_score_gemma":0.01545316,"teacher_disagreement_score":0.017066693,"about_ca_system_score_codex":0.0030513185,"about_ca_system_score_gemma":0.002584438,"threshold_uncertainty_score":0.05709374},"labels":[],"label_agreement":null},{"id":"W2141725708","doi":"10.1017/s1446788710000133","title":"‘SPREADABLE ARRAYS AND MARTINGALE STRUCTURES’","year":2010,"lang":"en","type":"article","venue":"Journal of the Australian Mathematical Society","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mathematics; Martingale (probability theory); Pure mathematics; Statistics","score_opus":0.009842973627936931,"score_gpt":0.22175308448879294,"score_spread":0.211910110860856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141725708","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":[0.12377993,0.004051111,0.7802474,0.006864471,0.001415866,0.000030184492,0.00017792732,0.00022544133,0.08320773],"genre_scores_gemma":[0.9082773,0.0016500197,0.039659534,0.000987591,0.0010211786,0.00005597398,0.00014925953,0.00013518082,0.048064094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99954563,0.00020921273,0.000017803188,0.00007975884,0.00010019696,0.000047381633],"domain_scores_gemma":[0.9974444,0.0015999674,0.00022861401,0.0002544499,0.0003191069,0.00015337708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295618,0.00044826453,0.0005529011,0.00089226733,0.0005282678,0.0023299793,0.00067434314,0.0015715949,0.008695139],"category_scores_gemma":[0.008085837,0.00047341213,0.0005442057,0.0006890719,0.0031413573,0.003625115,0.0013896603,0.0025273003,0.0006016114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007054839,0.000002477098,0.000047480342,0.000008031418,0.0000033503661,0.000016524393,0.000030957985,0.0022067355,0.00018252613,0.9957136,0.00055869773,0.0012225994],"study_design_scores_gemma":[0.0000052146597,0.000009284441,0.00008658422,0.000007409307,0.0000024112744,0.000033565928,0.0000159186,0.014622792,0.00014560822,0.9828708,0.0021943569,0.000006141676],"about_ca_topic_score_codex":0.0004938615,"about_ca_topic_score_gemma":0.00043475957,"teacher_disagreement_score":0.008695139,"about_ca_system_score_codex":0.000811112,"about_ca_system_score_gemma":0.00043759693,"threshold_uncertainty_score":0.02908808},"labels":[],"label_agreement":null},{"id":"W2143714174","doi":"10.1109/icassp.2004.1326827","title":"Creating audio textures by example: tiling and stitching","year":2004,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Image stitching; Computer science; Computer graphics (images); Computer vision","score_opus":0.006457944489265029,"score_gpt":0.19456382308699136,"score_spread":0.18810587859772632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143714174","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":[0.03860089,0.00062915654,0.92379683,0.00025277567,0.00029741167,0.00006813313,0.000082969855,0.0026839313,0.03358801],"genre_scores_gemma":[0.37184945,0.00082176644,0.61316967,0.00020125945,0.00010107336,0.000096600066,0.0001691071,0.0012062504,0.0123847835],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973506,0.000049371196,0.000013508498,0.000061156985,0.00010013474,0.000040823503],"domain_scores_gemma":[0.9994684,0.00021840596,0.00003160933,0.00015699926,0.0000677432,0.000056832745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033048936,0.0005531768,0.00036473904,0.0005861908,0.0004439707,0.0010192018,0.0005679755,0.000588648,0.01131831],"category_scores_gemma":[0.0019172016,0.00026007384,0.000468475,0.0005981378,0.0010739062,0.0015114552,0.0012834307,0.00060943124,0.0018497575],"study_design_candidate":"bench_or_experimental","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":[0.00035271293,0.00008827163,0.0008906727,0.00076019356,0.000039223865,0.00067958876,0.0020222648,0.02615554,0.18346736,0.12199202,0.013493605,0.65005857],"study_design_scores_gemma":[0.00024739033,0.000563253,0.0016016565,0.0002791593,0.00012007992,0.0038460903,0.0015619752,0.2138646,0.24078217,0.17579368,0.3611683,0.00017165334],"about_ca_topic_score_codex":0.0003390339,"about_ca_topic_score_gemma":0.0006715427,"teacher_disagreement_score":0.01131831,"about_ca_system_score_codex":0.00015515967,"about_ca_system_score_gemma":0.0001696445,"threshold_uncertainty_score":0.037863493},"labels":[],"label_agreement":null},{"id":"W2146394214","doi":"10.1145/2810177.2810181","title":"The dual skins of a media façade","year":2015,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"Simon Fraser University","funders":"","keywords":"Downtown; Performative utterance; Dusk; Dual mode; Computer science; Block (permutation group theory); Laptop; Microphone; Mode (computer interface); Visual arts; Multimedia; Architectural engineering; Computer graphics (images); Telecommunications; Engineering; Art; Geography; Human–computer interaction; Archaeology; Aesthetics","score_opus":0.016376393518989386,"score_gpt":0.19494879049899694,"score_spread":0.17857239698000754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146394214","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":[0.57293427,0.0010494201,0.051083956,0.0024712994,0.00038138064,0.00007178108,0.00024412468,0.0007113515,0.37105244],"genre_scores_gemma":[0.96891576,0.0001580278,0.008818152,0.00019265915,0.000024202638,0.000018379644,0.00004027321,0.00012064284,0.021711865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996426,0.00012924397,0.0000045825464,0.000059058206,0.000082823804,0.00008173594],"domain_scores_gemma":[0.9998425,0.000038422677,0.000009857555,0.000034362074,0.000023754135,0.000051023428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024431993,0.00041153276,0.00013272188,0.00046020673,0.002385493,0.0032453635,0.00034780955,0.0005598056,0.008022765],"category_scores_gemma":[0.00059434114,0.00029889023,0.00016392078,0.00025219755,0.0047268705,0.0016016122,0.003751514,0.0008173656,0.00092851976],"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":[0.00085748814,0.000067740344,0.011136893,0.00045292324,0.000061379964,0.0034050636,0.1438506,0.0040780744,0.14746821,0.43726373,0.022981541,0.22837639],"study_design_scores_gemma":[0.00003927517,0.0002739156,0.025223458,0.00030793043,0.00005717104,0.0047018914,0.1073486,0.004539798,0.0234039,0.032948755,0.8009989,0.00015632412],"about_ca_topic_score_codex":0.0041227504,"about_ca_topic_score_gemma":0.014536892,"teacher_disagreement_score":0.008022765,"about_ca_system_score_codex":0.00089031964,"about_ca_system_score_gemma":0.0005791456,"threshold_uncertainty_score":0.02683878},"labels":[],"label_agreement":null},{"id":"W2152301034","doi":"10.1109/vl.1997.626592","title":"A graphical language for generating architectural forms","year":2002,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Dalhousie University","funders":"","keywords":"Computer science; Programming language; Prolog; Process (computing); Architecture; Set (abstract data type); Software engineering; Architecture description language; Visual language; Engineering drawing; Software architecture; Reference architecture; Software; Engineering; Linguistics","score_opus":0.009800841121162411,"score_gpt":0.2032972347238263,"score_spread":0.19349639360266388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152301034","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000491993,0.00007546481,0.9877346,0.00013737235,0.000051857704,0.00008990903,0.0004644252,0.0074537704,0.0035006274],"genre_scores_gemma":[0.0222945,0.00031088607,0.9650736,0.00019952192,0.0000513531,0.00039004037,0.0021383185,0.0034628555,0.006078828],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981035,0.00058718264,0.00023775148,0.00031813816,0.0006204203,0.00013298953],"domain_scores_gemma":[0.9975171,0.0012185962,0.00015859999,0.0005151962,0.00045252556,0.00013795185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021890367,0.0015360957,0.000703005,0.0020613982,0.0012346961,0.004368077,0.0031275533,0.0013801812,0.01790738],"category_scores_gemma":[0.0061691026,0.00125331,0.0023996592,0.001520378,0.002492577,0.0047259396,0.0027580408,0.0030527986,0.007263242],"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":[0.00020767823,0.0001140312,0.00051024667,0.0011433371,0.000067558096,0.0007264226,0.0022503834,0.0215826,0.01589501,0.68797475,0.059238136,0.21028994],"study_design_scores_gemma":[0.00014506998,0.00012944425,0.00018399896,0.00035317356,0.000073127354,0.0010812214,0.00029358652,0.10053663,0.018728178,0.29736078,0.5809636,0.00015115536],"about_ca_topic_score_codex":0.0022260458,"about_ca_topic_score_gemma":0.003595965,"teacher_disagreement_score":0.01790738,"about_ca_system_score_codex":0.000910632,"about_ca_system_score_gemma":0.001401174,"threshold_uncertainty_score":0.059906185},"labels":[],"label_agreement":null},{"id":"W2154610266","doi":"10.1109/mci.2009.933096","title":"The evolution of swarm grammars- growing trees, crafting art, and bottom-up design","year":2009,"lang":"en","type":"article","venue":"IEEE Computational Intelligence Magazine","topic":"Architecture and Computational Design","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Swarm behaviour; Computer science; Rule-based machine translation; Swarm intelligence; Grammar; Artificial intelligence; Grammar systems theory; Theoretical computer science; Algorithm; Particle swarm optimization","score_opus":0.016847759797171853,"score_gpt":0.2389507181150339,"score_spread":0.22210295831786206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154610266","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":[0.0431347,0.00052576995,0.9387768,0.0007720631,0.00006663102,0.00003304347,0.000036671907,0.0004377801,0.0162165],"genre_scores_gemma":[0.54380107,0.00060934917,0.44348225,0.00017816761,0.000026958352,0.00009399193,0.00008904733,0.00026746892,0.011451748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966156,0.000115630784,0.000021196876,0.00006055532,0.000109652574,0.00003141395],"domain_scores_gemma":[0.99944264,0.00027343424,0.000038147147,0.00013444544,0.00007060084,0.00004068495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008221317,0.00034008583,0.00029673436,0.00052838266,0.00074920506,0.0015883838,0.00079679827,0.00088457897,0.0018392411],"category_scores_gemma":[0.0022824556,0.0003823495,0.00072069064,0.0003725416,0.0030374322,0.0018295315,0.0011733471,0.00092312566,0.00029289382],"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":[0.000019908743,0.000017032844,0.0005659659,0.0000677599,0.000019181049,0.00018108259,0.0006453873,0.23222812,0.0055880966,0.7140974,0.0012304294,0.04533979],"study_design_scores_gemma":[0.000014632546,0.000029758128,0.00018101752,0.00003175707,0.000014821162,0.000117102296,0.00008746067,0.438595,0.0040692003,0.5412317,0.0156045,0.000023152063],"about_ca_topic_score_codex":0.0027561437,"about_ca_topic_score_gemma":0.0032130433,"teacher_disagreement_score":0.0027561437,"about_ca_system_score_codex":0.0012690949,"about_ca_system_score_gemma":0.000777705,"threshold_uncertainty_score":0.009208024},"labels":[],"label_agreement":null},{"id":"W216740972","doi":"","title":"Earthy Country Living","year":2015,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Geography","score_opus":0.011443955991950607,"score_gpt":0.18531362780643942,"score_spread":0.1738696718144888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W216740972","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":[0.008095831,0.00046355187,0.00037813513,0.0013265687,0.00059811265,0.000063452695,0.008447936,0.0004031528,0.9802232],"genre_scores_gemma":[0.011053753,0.00033691584,0.0006164191,0.00043318878,0.000031038322,0.000017838565,0.004241869,0.00015999991,0.98310894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973875,0.00001475996,0.0000051874626,0.00004696032,0.000059498412,0.00013480808],"domain_scores_gemma":[0.9996362,0.0000084778585,0.000007791586,0.000027649032,0.00012229518,0.00019771683],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001691812,0.00056863064,0.00035366105,0.00085184723,0.00708218,0.002308157,0.00085638196,0.0006288682,0.6080436],"category_scores_gemma":[0.00043318034,0.00027468897,0.0003646144,0.0015438087,0.00053239084,0.00093119894,0.0027333184,0.0010481817,0.19063273],"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":[0.000083383304,0.00006175796,0.0026809669,0.000063409985,0.000005197802,0.00035040124,0.00030052863,0.0000774235,0.0005905774,0.0074291704,0.9191517,0.069205455],"study_design_scores_gemma":[0.000006883416,0.000012736106,0.0049395594,0.00003533414,0.0000030694719,0.00008815513,0.0009999861,0.00002038538,0.00008714363,0.0002230745,0.9935787,0.0000049463397],"about_ca_topic_score_codex":0.48932672,"about_ca_topic_score_gemma":0.88233894,"teacher_disagreement_score":0.6080436,"about_ca_system_score_codex":0.0035490824,"about_ca_system_score_gemma":0.008636478,"threshold_uncertainty_score":0.972957},"labels":[],"label_agreement":null},{"id":"W2168444420","doi":"10.7202/044041ar","title":"Programmation architecturale et architecture virtuelle","year":2010,"lang":"fr","type":"article","venue":"Intermédialités Histoire et théorie des arts des lettres et des techniques","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Art; Humanities; Visual arts","score_opus":0.015701401321271534,"score_gpt":0.2680717660198761,"score_spread":0.2523703646986046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168444420","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":[0.04241957,0.0052067735,0.69974387,0.008337378,0.0005204774,0.0000980853,0.00011403318,0.0008789732,0.24268085],"genre_scores_gemma":[0.62444896,0.0063727167,0.29883915,0.0013617349,0.00051799027,0.00027600338,0.0002453989,0.00053561525,0.067402445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99841857,0.0005734077,0.00008925021,0.00028232447,0.00046532432,0.00017108158],"domain_scores_gemma":[0.99825686,0.00073154405,0.00011339402,0.00051887427,0.00027963181,0.00009969303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018649411,0.0005096471,0.00030143315,0.00069076696,0.0015162929,0.005777085,0.00070695416,0.0016549701,0.005664389],"category_scores_gemma":[0.0031638697,0.00041018287,0.00047818603,0.0007036619,0.0080865435,0.0060196035,0.0027629316,0.0028034295,0.0010400693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009451402,0.000007307601,0.00025513588,0.000053972646,0.000005501913,0.000049222905,0.00061525614,0.0015192871,0.0021388677,0.9784666,0.00087639765,0.016003042],"study_design_scores_gemma":[0.000015872209,0.000047454178,0.0011104115,0.00015518858,0.000014973759,0.00051502447,0.00066909124,0.0125586465,0.0046219784,0.7147446,0.26551127,0.000035446454],"about_ca_topic_score_codex":0.0025600148,"about_ca_topic_score_gemma":0.0026431044,"teacher_disagreement_score":0.005777085,"about_ca_system_score_codex":0.0015199526,"about_ca_system_score_gemma":0.0017959706,"threshold_uncertainty_score":0.01894921},"labels":[],"label_agreement":null},{"id":"W2171408487","doi":"","title":"Timberframe Mini Storage in Fort McMurray","year":2011,"lang":"de","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Geology","score_opus":0.019358352374569704,"score_gpt":0.20391939126066663,"score_spread":0.18456103888609693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171408487","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":[0.09121969,0.001282526,0.32236972,0.0012075288,0.0011346021,0.0003628125,0.01281282,0.16053502,0.40907526],"genre_scores_gemma":[0.3709842,0.0006708113,0.26171866,0.0005161947,0.00023604641,0.00043936862,0.021058803,0.030718155,0.3136578],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996569,0.00005577113,0.00001914246,0.000054917793,0.00013234676,0.00008087094],"domain_scores_gemma":[0.9994293,0.00011005186,0.000016454802,0.00022001694,0.00014521152,0.000078942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005695859,0.0006073658,0.00052277214,0.00070971675,0.00076037925,0.0016451409,0.002492128,0.00053099013,0.16761275],"category_scores_gemma":[0.0014823745,0.0005248362,0.0004415094,0.0014301266,0.00036250625,0.0019406583,0.0012074353,0.0009011663,0.032254074],"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":[0.0034494156,0.00014675883,0.0024379473,0.00028695728,0.00004537246,0.00045265342,0.00078840705,0.02242032,0.025012372,0.090520315,0.4197402,0.43469927],"study_design_scores_gemma":[0.0003497358,0.00021065504,0.0027273623,0.00010432199,0.00004117483,0.00026689423,0.000261986,0.0893866,0.041634552,0.027277416,0.83764046,0.0000988647],"about_ca_topic_score_codex":0.016406164,"about_ca_topic_score_gemma":0.019551232,"teacher_disagreement_score":0.9835938,"about_ca_system_score_codex":0.0011748429,"about_ca_system_score_gemma":0.001277792,"threshold_uncertainty_score":0.5607205},"labels":[],"label_agreement":null},{"id":"W2210698333","doi":"10.1260/1478-0771.13.3-4.237","title":"Hybrid Representation: Intaglio Etching of Digital Models","year":2015,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Representation (politics); Studio; Computer graphics (images); Computer science; Software; Engineering drawing; Set (abstract data type); Modular design; Architecture; Computer architecture; Programming language; Engineering; Visual arts; Art; Telecommunications","score_opus":0.03270755497340236,"score_gpt":0.2708664153922264,"score_spread":0.23815886041882403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210698333","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":[0.01139219,0.00012586587,0.9683469,0.00010681253,0.0000396967,0.000025129279,0.000027172915,0.00043166536,0.019504616],"genre_scores_gemma":[0.23416653,0.0004127285,0.7500009,0.00010422247,0.000024570465,0.0000654045,0.00013538344,0.00024686108,0.014843321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992299,0.00019534305,0.000035378886,0.00012675855,0.00035559604,0.00005705756],"domain_scores_gemma":[0.99945074,0.00017894544,0.000039887935,0.00025550206,0.000056123263,0.000018749628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060551794,0.0005046921,0.0003786,0.0007047921,0.00045099904,0.002760178,0.0012521389,0.0006546055,0.0056413733],"category_scores_gemma":[0.0013441766,0.00039052436,0.00080102915,0.00080273126,0.0011623478,0.002928448,0.0023355149,0.0011807982,0.0011924846],"study_design_candidate":"bench_or_experimental","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":[0.00010442244,0.00004550408,0.00045665557,0.00020355641,0.00003367618,0.00028593774,0.0015989133,0.0694936,0.032045607,0.68875694,0.0017768389,0.20519826],"study_design_scores_gemma":[0.000038766913,0.00019942311,0.00048949127,0.00016221807,0.00006821704,0.0010098546,0.0008304568,0.56579715,0.044401813,0.2125096,0.17440693,0.00008615535],"about_ca_topic_score_codex":0.0007501174,"about_ca_topic_score_gemma":0.0012791058,"teacher_disagreement_score":0.0056413733,"about_ca_system_score_codex":0.00053682335,"about_ca_system_score_gemma":0.00048793736,"threshold_uncertainty_score":0.018872261},"labels":[],"label_agreement":null},{"id":"W2216283558","doi":"10.52842/conf.ecaade.2015.2.427","title":"Extending the Perception of Wood - Research in Large Scale Surface Structures in Wood","year":2015,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Machining; Resource (disambiguation); Scale (ratio); Bending; Architectural engineering; Computer science; Span (engineering); Engineering; Mechanical engineering; Structural engineering","score_opus":0.04158698941662367,"score_gpt":0.29967729344112454,"score_spread":0.25809030402450084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216283558","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":[0.2938255,0.012170022,0.17187661,0.022142664,0.0005178848,0.000036520476,0.000096043164,0.00012835131,0.4992063],"genre_scores_gemma":[0.97717035,0.0025956864,0.008967364,0.00062401,0.00012563528,0.00001241906,0.000026462454,0.000037901595,0.01044014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993685,0.00033391156,0.000013240532,0.00009240099,0.00015172825,0.000040174247],"domain_scores_gemma":[0.9988053,0.0006854233,0.000076844044,0.00015715238,0.00016133425,0.00011397317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001128181,0.00029839226,0.00018048089,0.00059340184,0.001060117,0.004257527,0.00047547845,0.0014353573,0.0062325434],"category_scores_gemma":[0.0017977306,0.00014378785,0.00022116299,0.0005204788,0.009625835,0.0070267646,0.0012804973,0.0015695287,0.0005549222],"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":[0.000021798363,0.000019007324,0.0010929353,0.00008077438,0.0000036768956,0.00010337617,0.005989619,0.0021803437,0.0018048005,0.9670095,0.0014291886,0.020265002],"study_design_scores_gemma":[0.000010488096,0.00009168646,0.0042044166,0.00019177998,0.000009727092,0.00062634394,0.015176764,0.0074467706,0.0013719323,0.7241248,0.24671535,0.000029862651],"about_ca_topic_score_codex":0.00083724473,"about_ca_topic_score_gemma":0.0017407417,"teacher_disagreement_score":0.0062325434,"about_ca_system_score_codex":0.00097653223,"about_ca_system_score_gemma":0.0004143896,"threshold_uncertainty_score":0.020849884},"labels":[],"label_agreement":null},{"id":"W2229638205","doi":"10.4271/2001-01-0843","title":"A Case Study of a Hidden Airbag Door Deployment, with an SMA IP, Using FEA and Data Acquisition for Design Optimization","year":2001,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Architecture and Computational Design","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":false,"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Airbag; Computer science; Software deployment; SMA*; Finite element method; Embedded system; Computer hardware; Engineering; Software engineering; Structural engineering","score_opus":0.04171656545175847,"score_gpt":0.2807014225460769,"score_spread":0.2389848570943184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229638205","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":[0.87595844,0.0002711997,0.09559384,0.0009178017,0.00011893223,0.0005361041,0.0006737732,0.0005809501,0.025348961],"genre_scores_gemma":[0.9444061,0.00015882419,0.047643263,0.000053357868,0.000012566549,0.00014075766,0.00019007063,0.00009113288,0.007303896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992865,0.00023904242,0.000040148432,0.00007241156,0.0002539323,0.000107944994],"domain_scores_gemma":[0.9986909,0.00076803344,0.000064217544,0.00015482723,0.00018028573,0.00014186787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092985126,0.0010932263,0.00056906603,0.0009202228,0.0015395874,0.0010057152,0.0011802516,0.0025847896,0.004100671],"category_scores_gemma":[0.0018947581,0.000634334,0.00060134765,0.0006877319,0.0011619373,0.00085772865,0.0008594377,0.0009184141,0.0007442215],"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":[0.0010299685,0.001857211,0.016935203,0.0009989244,0.0001343174,0.027566656,0.0030962375,0.7872399,0.065119766,0.008264133,0.008161159,0.079596445],"study_design_scores_gemma":[0.0003655505,0.0035979154,0.028710121,0.00014519657,0.00016806577,0.005617858,0.0066189556,0.8613228,0.05927695,0.003756139,0.03025601,0.00016450071],"about_ca_topic_score_codex":0.007665464,"about_ca_topic_score_gemma":0.018330848,"teacher_disagreement_score":0.007665464,"about_ca_system_score_codex":0.0008015113,"about_ca_system_score_gemma":0.00078965747,"threshold_uncertainty_score":0.0152416825},"labels":[],"label_agreement":null},{"id":"W2230658365","doi":"10.11575/prism/10088","title":"Building relationships: the architecture of Jeremy Sturgess","year":2009,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Architecture and Computational 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 science; History; Archaeology","score_opus":0.010295296689447233,"score_gpt":0.18374372464922417,"score_spread":0.17344842795977694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230658365","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":[0.015435849,0.008979435,0.34517428,0.023148866,0.00115977,0.00012991823,0.00023743333,0.0026694546,0.603065],"genre_scores_gemma":[0.32408428,0.009805559,0.33404434,0.0021612633,0.0003581594,0.00030396113,0.00054979156,0.0017417845,0.3269509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991541,0.00035325988,0.000034898167,0.00018027819,0.00020571951,0.00007174228],"domain_scores_gemma":[0.9994929,0.00014859541,0.000021997186,0.00011868624,0.000111867215,0.000105881845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012087091,0.00046877202,0.00036109868,0.00096922636,0.0026144225,0.0045037577,0.0010877966,0.0010541294,0.021072824],"category_scores_gemma":[0.0030378194,0.0005774348,0.00041912438,0.0011420714,0.006101629,0.0065767863,0.0035438857,0.0019049648,0.0055943215],"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":[0.00001859696,0.000007047739,0.00011676217,0.00003370102,0.0000035838218,0.00005201142,0.00135965,0.0019244488,0.00023142867,0.93468475,0.023001157,0.038566858],"study_design_scores_gemma":[0.000010879585,0.000013839408,0.000113348,0.000081304905,0.000006342775,0.0001184935,0.00051791855,0.0033167293,0.0003391723,0.4232221,0.57224584,0.000013962125],"about_ca_topic_score_codex":0.011578995,"about_ca_topic_score_gemma":0.013094211,"teacher_disagreement_score":0.021072824,"about_ca_system_score_codex":0.0025169991,"about_ca_system_score_gemma":0.0022901054,"threshold_uncertainty_score":0.070495665},"labels":[],"label_agreement":null},{"id":"W2235718636","doi":"","title":"3D Printing and Maker Spaces: Design as Storytelling","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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 Lethbridge","funders":"","keywords":"Storytelling; Computer science; Computer graphics (images); Narrative; Art; Literature","score_opus":0.041098970996906785,"score_gpt":0.2445680052310041,"score_spread":0.20346903423409732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235718636","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":[0.07982639,0.0031274543,0.57322514,0.0030067458,0.00036819925,0.000111984715,0.00025020086,0.0012024201,0.33888152],"genre_scores_gemma":[0.85503143,0.0014058572,0.09190222,0.0002995767,0.00010992983,0.00013781953,0.00013674024,0.0003646175,0.050611775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991677,0.00046349672,0.000025852041,0.00010212557,0.00017835628,0.00006255613],"domain_scores_gemma":[0.99861944,0.0008890492,0.000072316514,0.0002335426,0.000087680506,0.000098021424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075877743,0.0008681964,0.00032712024,0.0009929455,0.001187501,0.010694152,0.0011332667,0.0020045491,0.021942481],"category_scores_gemma":[0.0026986366,0.0006284078,0.00053268933,0.00095139147,0.0045961537,0.006587157,0.0024964404,0.0010024374,0.001980712],"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":[0.00013431399,0.000057214518,0.0006311081,0.00035902834,0.000030020734,0.00052568404,0.0153178405,0.011550103,0.009512987,0.86744463,0.0056182295,0.08881884],"study_design_scores_gemma":[0.00009248793,0.00021093512,0.0018077751,0.0002609629,0.00007302853,0.0017070167,0.00984406,0.044126827,0.026388505,0.5845906,0.3307807,0.00011707425],"about_ca_topic_score_codex":0.00041304962,"about_ca_topic_score_gemma":0.00043257396,"teacher_disagreement_score":0.021942481,"about_ca_system_score_codex":0.00059516594,"about_ca_system_score_gemma":0.00040728532,"threshold_uncertainty_score":0.07340485},"labels":[],"label_agreement":null},{"id":"W2270775280","doi":"","title":"Scaffolding as a Strategy to Make Tools More Accessible to Young Children","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Architecture and Computational Design","field":"Engineering","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":"Western University","funders":"","keywords":"Computer science","score_opus":0.0222991441130259,"score_gpt":0.27861866920191564,"score_spread":0.2563195250888897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270775280","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":[0.6608312,0.00074547826,0.19548976,0.0014797752,0.0002769113,0.00026298358,0.0003425657,0.0053653,0.13520604],"genre_scores_gemma":[0.8613068,0.00028925602,0.1270614,0.00012763591,0.000035475743,0.00026869116,0.00023822568,0.00020914577,0.010463338],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880445,0.00036643853,0.00007184916,0.00028689663,0.00027531304,0.00019513366],"domain_scores_gemma":[0.99389774,0.0029748136,0.0006397986,0.0011421426,0.0006905312,0.00065502035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017394314,0.0011096003,0.00044656475,0.001793721,0.0012675015,0.0042448184,0.0015721761,0.0015229449,0.008349629],"category_scores_gemma":[0.008647218,0.0003162656,0.0006405825,0.0009028577,0.0015009914,0.0041976827,0.0029541014,0.0010807368,0.0016114739],"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":[0.0006609733,0.0023383421,0.030787515,0.0014882549,0.00010725315,0.0032984056,0.053683475,0.004013817,0.06872792,0.17189442,0.017060192,0.64593947],"study_design_scores_gemma":[0.00061760383,0.004272381,0.059057947,0.0021015368,0.00093965116,0.0071201315,0.064471126,0.0321511,0.11840874,0.25786504,0.4525825,0.00041220617],"about_ca_topic_score_codex":0.0012648014,"about_ca_topic_score_gemma":0.0024377739,"teacher_disagreement_score":0.008349629,"about_ca_system_score_codex":0.00041079003,"about_ca_system_score_gemma":0.0012075169,"threshold_uncertainty_score":0.027932286},"labels":[],"label_agreement":null},{"id":"W2271742429","doi":"","title":"Residential - For sale - 3Bedrooms - 2Bathrooms -","year":2015,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Business","score_opus":0.024498722889942297,"score_gpt":0.23815950007030204,"score_spread":0.21366077718035975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271742429","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":[0.015704155,0.00015149557,0.0035292304,0.00041184181,0.00043885887,0.00027586462,0.031799845,0.006589595,0.94109905],"genre_scores_gemma":[0.033385567,0.00019205865,0.004198781,0.00031749302,0.000033454904,0.00009127619,0.02280852,0.002489135,0.9364836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997662,0.000010914023,0.000005918773,0.000035537436,0.00008444219,0.000096958414],"domain_scores_gemma":[0.9996406,0.00001943262,0.000008647367,0.000066739616,0.00013064303,0.00013397988],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014323788,0.00075993995,0.0004292394,0.0005373112,0.0017533338,0.0014355895,0.0011373861,0.0007638937,0.74692726],"category_scores_gemma":[0.00039387812,0.00047996105,0.00051215466,0.0013380998,0.00031633285,0.0010436086,0.0017059937,0.0006022089,0.49517483],"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":[0.00039340818,0.00024697912,0.003148966,0.0001681284,0.000009731049,0.00023953522,0.00009656598,0.0005145063,0.005107722,0.0045841793,0.87224305,0.113247246],"study_design_scores_gemma":[0.00006698567,0.00008253778,0.008882859,0.000050329043,0.000008202361,0.00015569852,0.0005039256,0.00063536473,0.0025196872,0.0012465739,0.98582274,0.000025197482],"about_ca_topic_score_codex":0.053030387,"about_ca_topic_score_gemma":0.2673156,"teacher_disagreement_score":0.25307274,"about_ca_system_score_codex":0.0011388455,"about_ca_system_score_gemma":0.0015280268,"threshold_uncertainty_score":0.36097753},"labels":[],"label_agreement":null},{"id":"W22796273","doi":"10.1016/j.jocn.2012.01.027","title":"progetto realizzazione interni Aula Magna, Facoltà di Ingegneria di Como, Politecnico di Milano","year":2001,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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; Geology","score_opus":0.010241812843249157,"score_gpt":0.22033804959822345,"score_spread":0.2100962367549743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W22796273","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":[0.4502233,0.2656468,0.014617788,0.15740822,0.026977004,0.0015030865,0.003133876,0.001905091,0.0785849],"genre_scores_gemma":[0.73741835,0.08670384,0.017772127,0.016904997,0.054231435,0.0015444249,0.002385897,0.00049090636,0.08254815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988709,0.00046044117,0.000056971716,0.00029045975,0.00010931546,0.00021197257],"domain_scores_gemma":[0.9978123,0.00062966003,0.00024996465,0.00016241391,0.00029482236,0.0008508765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018948762,0.0008138643,0.00057720806,0.0011299837,0.00035141766,0.0008244452,0.0007006333,0.0009907972,0.012023223],"category_scores_gemma":[0.0025406347,0.00029490088,0.00048407647,0.0005521962,0.0005048172,0.0004582404,0.0008263682,0.0012237127,0.0037639635],"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":[0.0039909375,0.002058683,0.1207349,0.002178795,0.00041956318,0.0017815806,0.00049930153,0.0011083194,0.008356725,0.0031212952,0.1985055,0.6572444],"study_design_scores_gemma":[0.0021395572,0.0048456867,0.38990343,0.0015623665,0.000679327,0.00655317,0.00027331512,0.005618716,0.006603928,0.002877331,0.5788163,0.00012681898],"about_ca_topic_score_codex":0.004618663,"about_ca_topic_score_gemma":0.005483551,"teacher_disagreement_score":0.012023223,"about_ca_system_score_codex":0.0011191964,"about_ca_system_score_gemma":0.0020662074,"threshold_uncertainty_score":0.04022163},"labels":[],"label_agreement":null},{"id":"W2285666397","doi":"10.11575/prism/2556","title":"Morphid Academy: a virtual laboratory for evolution of form and function","year":2009,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Function (biology); Computer science; Artificial life; Virtual reality; Artificial intelligence","score_opus":0.005186321442757025,"score_gpt":0.16600709725254936,"score_spread":0.16082077580979234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285666397","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":[0.12027407,0.0005886479,0.8143335,0.0008568159,0.00072955206,0.0010221576,0.0025394147,0.023408726,0.036247205],"genre_scores_gemma":[0.5026107,0.00045066891,0.4738218,0.00036683527,0.00009136984,0.0024540832,0.0028842522,0.0021472692,0.015173029],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993086,0.00022695347,0.000036639856,0.00013556186,0.00020253613,0.00008965904],"domain_scores_gemma":[0.9984061,0.00046000662,0.000094311785,0.0003737528,0.0001072464,0.00055865175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012010615,0.0007117494,0.00054033234,0.00070611783,0.0006979813,0.0016289079,0.0025979844,0.0011437621,0.012684313],"category_scores_gemma":[0.0027966031,0.00044580342,0.0009778687,0.00029324082,0.0012354779,0.0016350906,0.0038783206,0.0015869273,0.0019368347],"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":[0.0028962893,0.0019091142,0.011148497,0.0011405611,0.00040542183,0.0020585642,0.0033566349,0.1628021,0.30434132,0.17527395,0.05782879,0.27683884],"study_design_scores_gemma":[0.0012767725,0.0024125658,0.0064571644,0.0002432398,0.0002688437,0.001539785,0.00046806934,0.3739539,0.082588516,0.043417614,0.48703766,0.00033589473],"about_ca_topic_score_codex":0.00065974507,"about_ca_topic_score_gemma":0.0007976795,"teacher_disagreement_score":0.012684313,"about_ca_system_score_codex":0.00065335777,"about_ca_system_score_gemma":0.0011173163,"threshold_uncertainty_score":0.042433262},"labels":[],"label_agreement":null},{"id":"W2286477852","doi":"10.7202/1044679ar","title":"Sustainability = Good Design","year":2018,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Architecture and Computational Design","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainable design; Process management; Architectural engineering; Outcome (game theory); Politics; Sustainable development; Risk analysis (engineering); Management science; Computer science; Design elements and principles; Business; Engineering ethics; Knowledge management; Engineering management; Systems engineering; Engineering; Political science; Economics","score_opus":0.009649774832132196,"score_gpt":0.2234720383605943,"score_spread":0.2138222635284621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286477852","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":[0.0026790209,0.011267117,0.060526453,0.037511267,0.0067809266,0.00017186676,0.0007054673,0.0008874166,0.8794705],"genre_scores_gemma":[0.37160054,0.04016478,0.1392339,0.05541141,0.008855683,0.0015935415,0.0024113834,0.0031432214,0.37758556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99117917,0.0040786634,0.0004956729,0.001395407,0.0023085417,0.00054258056],"domain_scores_gemma":[0.9950837,0.0018135406,0.00036025292,0.0014852238,0.00092008023,0.0003373161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040171137,0.0015346863,0.0009897816,0.0015427764,0.00322982,0.010115146,0.0013090706,0.005170073,0.04735436],"category_scores_gemma":[0.008404748,0.00045829298,0.0007018215,0.0022449552,0.016207775,0.011318684,0.005615572,0.0047658086,0.023061283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018652863,0.000017760825,0.0002009122,0.00036192144,0.000012808988,0.0000506514,0.00050565775,0.0004495218,0.00019506701,0.90262413,0.05467194,0.040890872],"study_design_scores_gemma":[0.000007251363,0.000017439266,0.00010920236,0.0002562245,0.0000065461827,0.00014200072,0.00028425385,0.00019738157,0.00017346487,0.2715004,0.7272935,0.000012248544],"about_ca_topic_score_codex":0.0021423174,"about_ca_topic_score_gemma":0.002520742,"teacher_disagreement_score":0.04735436,"about_ca_system_score_codex":0.0033934466,"about_ca_system_score_gemma":0.0044339737,"threshold_uncertainty_score":0.15841615},"labels":[],"label_agreement":null},{"id":"W2291105095","doi":"10.14288/1.0077972","title":"Life Cycle Analysis of the H.R. Macmillan Building, University of British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture and Computational 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":"Columbia university; Media studies; Political science; History; Sociology","score_opus":0.003245863862917763,"score_gpt":0.14652265119113148,"score_spread":0.14327678732821372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291105095","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":[0.43308377,0.0033691728,0.03859849,0.0033879054,0.00022619899,0.0010463292,0.06981469,0.0016574471,0.44881606],"genre_scores_gemma":[0.7219802,0.0013328316,0.017527744,0.00015738649,0.00001447378,0.0004394914,0.027843548,0.00034256134,0.23036179],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897575,0.00012323038,0.000023576868,0.00013858454,0.00056483905,0.0001740781],"domain_scores_gemma":[0.99739146,0.00029888985,0.00007066549,0.00017806384,0.0017860468,0.0002748659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009691243,0.00037043003,0.00030010092,0.0024713343,0.0015062038,0.0019496351,0.0009290352,0.0002865493,0.028444769],"category_scores_gemma":[0.0039020774,0.0002723332,0.00039979847,0.0033072962,0.00032959922,0.00050650677,0.0005872404,0.0004426474,0.003721703],"study_design_candidate":"observational","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":[0.00071372674,0.00020806765,0.11571578,0.00059487636,0.00013406391,0.00052111276,0.0024050185,0.08319326,0.006658438,0.08701233,0.2546307,0.44821253],"study_design_scores_gemma":[0.00005878537,0.0001969004,0.2902512,0.00032975446,0.00017019261,0.00021387599,0.0047291312,0.13732211,0.007930994,0.017518101,0.5411381,0.00014093056],"about_ca_topic_score_codex":0.7724265,"about_ca_topic_score_gemma":0.8386797,"teacher_disagreement_score":0.7724265,"about_ca_system_score_codex":0.019411832,"about_ca_system_score_gemma":0.016483737,"threshold_uncertainty_score":0.45782745},"labels":[],"label_agreement":null},{"id":"W2292702998","doi":"10.2495/dn040571","title":"‘Praxis Of Inquiry’ In Architectural Design","year":2004,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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; Praxis; Event (particle physics); Wright; Process (computing); Architectural engineering; Sustainable design; Construct (python library); Built environment; Computer science; Sociology; Epistemology; Engineering; Systems engineering; Sustainability; Ecology; Civil engineering; Visual arts; Philosophy","score_opus":0.007981215037859342,"score_gpt":0.1774450042780714,"score_spread":0.16946378924021205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292702998","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":[0.02339231,0.022135567,0.43197277,0.14341696,0.0019697605,0.00039706464,0.000093864,0.0005670076,0.37605464],"genre_scores_gemma":[0.7803134,0.008393587,0.16851762,0.01007671,0.0010952976,0.0014805406,0.00008006879,0.00033648778,0.02970631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9319909,0.05938596,0.0012832503,0.002482801,0.003928525,0.00092853565],"domain_scores_gemma":[0.96084005,0.030762428,0.0013317461,0.004591519,0.0017407201,0.0007335995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03519469,0.0011461175,0.0009866642,0.002520683,0.008887927,0.015867848,0.0026528072,0.0062099467,0.0043788925],"category_scores_gemma":[0.04415377,0.0011162412,0.00088837615,0.0025112592,0.13435426,0.02525585,0.012465721,0.010377579,0.0015052531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012583911,0.0000113756,0.000102229955,0.00010689919,0.0000063169155,0.000053063875,0.020134253,0.000537799,0.000100619596,0.96996105,0.002228438,0.0067454693],"study_design_scores_gemma":[0.000022840879,0.000030558644,0.00007293749,0.00021822676,0.000003832685,0.00010158267,0.0072545437,0.0009909197,0.00012259626,0.88059336,0.11056927,0.000019292002],"about_ca_topic_score_codex":0.0024777988,"about_ca_topic_score_gemma":0.0027407645,"teacher_disagreement_score":0.03519469,"about_ca_system_score_codex":0.0073430105,"about_ca_system_score_gemma":0.0068070027,"threshold_uncertainty_score":0.18612957},"labels":[],"label_agreement":null},{"id":"W2295501117","doi":"10.1145/2816795.2818077","title":"Polyhedral patterns","year":2015,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Homogeneous space; Invariant (physics); Curvature; Planar; Computer science; Mathematics; Polyhedron; Geometry; Computer graphics (images)","score_opus":0.02835775523918023,"score_gpt":0.22967186634539494,"score_spread":0.20131411110621472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295501117","genre_codex":"methods","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":[0.03949837,0.0010960966,0.9247351,0.00046314023,0.0002390961,0.00010360432,0.00019469619,0.00026567868,0.033404205],"genre_scores_gemma":[0.53282887,0.0023988138,0.4263226,0.0004910177,0.00025134545,0.0005101941,0.0007089379,0.00047121025,0.03601702],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953187,0.00007784227,0.000023780522,0.00012779499,0.00018176362,0.000056997455],"domain_scores_gemma":[0.9995448,0.00017125235,0.00007195359,0.000100778,0.000066093584,0.000045006796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003033448,0.00087800773,0.0006793348,0.0006072324,0.00050024025,0.0012480887,0.0010406292,0.0010468175,0.006338543],"category_scores_gemma":[0.0017660082,0.00051542046,0.000770149,0.0006622526,0.0012138897,0.0011962862,0.0012246928,0.0012200001,0.0013590312],"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":[0.00006786167,0.00010258274,0.0013680778,0.0003658058,0.000062631436,0.00025387635,0.00017357548,0.5394289,0.015252707,0.32598433,0.007015987,0.10992364],"study_design_scores_gemma":[0.000044938937,0.00017800735,0.0004733951,0.000063269705,0.00002334739,0.00028960756,0.00009295868,0.71940553,0.0048753596,0.23391129,0.040613096,0.000029212557],"about_ca_topic_score_codex":0.00066975376,"about_ca_topic_score_gemma":0.0008767825,"teacher_disagreement_score":0.006338543,"about_ca_system_score_codex":0.00044003167,"about_ca_system_score_gemma":0.0004642533,"threshold_uncertainty_score":0.021204531},"labels":[],"label_agreement":null},{"id":"W2295829623","doi":"10.1145/1360612.1360674","title":"Curved folding","year":2008,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":196,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Austrian Science Fund","keywords":"Folding (DSP implementation); Tearing; Planar; Computer science; Geometry; Computer graphics (images); Mechanical engineering; Mathematics; Engineering","score_opus":0.026556668231835532,"score_gpt":0.2141085841553371,"score_spread":0.18755191592350157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295829623","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":[0.047193434,0.000785504,0.906707,0.00023260043,0.00017807735,0.00007065556,0.00023622373,0.0012768137,0.04331973],"genre_scores_gemma":[0.60152864,0.0014652279,0.355929,0.0002781506,0.00007365697,0.00014846007,0.0005677509,0.0008551544,0.039153934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976736,0.000043204236,0.000011869579,0.00005906276,0.00008511497,0.00003330484],"domain_scores_gemma":[0.99966633,0.00006609708,0.000040156723,0.00012095592,0.00007175277,0.000034749497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002672116,0.0006389235,0.00047709924,0.00060467335,0.0006416842,0.0011462392,0.0005318137,0.0007230855,0.010795337],"category_scores_gemma":[0.0010896386,0.00038556155,0.00067031186,0.00042545446,0.0009726745,0.0012257636,0.0014228021,0.0006236037,0.0027880683],"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":[0.00021122917,0.00004662755,0.0014776582,0.00035274716,0.00006655993,0.00049098016,0.00037797444,0.21014395,0.094291896,0.46683887,0.007924681,0.2177769],"study_design_scores_gemma":[0.00004029497,0.00024415212,0.0014320817,0.00012891366,0.000058550944,0.0014385659,0.00022756186,0.49384946,0.038398102,0.3371174,0.12694518,0.000119702556],"about_ca_topic_score_codex":0.0003657849,"about_ca_topic_score_gemma":0.00057901704,"teacher_disagreement_score":0.010795337,"about_ca_system_score_codex":0.0003320251,"about_ca_system_score_gemma":0.0003417113,"threshold_uncertainty_score":0.036113977},"labels":[],"label_agreement":null},{"id":"W2301225754","doi":"10.58079/qrqr","title":"Appel à contribution : Atmosphere 2011: Mediated Cities. Winnipeg, Canada, 3-5 February 2011","year":2010,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Architecture and Computational 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":"Movie theater; Architecture; Atmosphere (unit); Art history; Media studies; Space (punctuation); Art; Visual arts; Geography; Sociology; Meteorology; Computer science","score_opus":0.005097391045207429,"score_gpt":0.18144725770918274,"score_spread":0.1763498666639753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301225754","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":[0.010594308,0.02974562,0.0028006672,0.08232654,0.036527347,0.00087233784,0.048169985,0.0017947712,0.78716856],"genre_scores_gemma":[0.015848646,0.004472373,0.00077687175,0.0011776146,0.0006317414,0.00008277024,0.006066256,0.00033611135,0.9706076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994498,0.00003995086,0.000009473393,0.00007037125,0.00024306704,0.0001873289],"domain_scores_gemma":[0.9982241,0.00007085194,0.000039748884,0.000042433778,0.000656114,0.0009667651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008418221,0.0008437065,0.00031905025,0.0010484413,0.0048915944,0.0045840642,0.0013029135,0.0013711349,0.1583344],"category_scores_gemma":[0.0014629588,0.00040794688,0.00024894232,0.0015099727,0.00056909665,0.001442945,0.0019300551,0.0013917257,0.027971443],"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":[0.000014897264,0.0000071639797,0.00027798425,0.00003483033,0.0000015399844,0.000042761458,0.00018280408,0.000027032453,0.000063898886,0.00068654877,0.99105877,0.0076017617],"study_design_scores_gemma":[0.000005374495,0.0000047762323,0.002456191,0.000034165543,0.0000027934411,0.000015029836,0.00055777177,0.00003635093,0.000073355375,0.00010299485,0.99670607,0.000005264379],"about_ca_topic_score_codex":0.7478172,"about_ca_topic_score_gemma":0.9394365,"teacher_disagreement_score":0.25218278,"about_ca_system_score_codex":0.0068265153,"about_ca_system_score_gemma":0.015561469,"threshold_uncertainty_score":0.5296813},"labels":[],"label_agreement":null},{"id":"W2305939231","doi":"10.5840/cpsem20108","title":"Indexical Reference to Absent Objects","year":2010,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indexicality; Geography; Linguistics; Philosophy","score_opus":0.01601659517495547,"score_gpt":0.21608024179612206,"score_spread":0.2000636466211666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305939231","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":[0.00085649913,0.010141936,0.016141659,0.0024303256,0.0033063712,0.000017628303,0.0000872119,0.00010955505,0.9669087],"genre_scores_gemma":[0.029295152,0.008916915,0.0042108377,0.00088497426,0.0020537372,0.000055961114,0.0002278451,0.00028061235,0.9540739],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995658,0.00012392689,0.000019664489,0.00007331567,0.00017534643,0.000041928146],"domain_scores_gemma":[0.99954224,0.00018562433,0.00002097865,0.00007862288,0.00012964426,0.000042875246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003167318,0.0008996534,0.0006845249,0.0015847959,0.0027575935,0.004677658,0.0012106905,0.0014380156,0.04993229],"category_scores_gemma":[0.0014072687,0.00035112145,0.00033861655,0.0018966392,0.0043475986,0.006731857,0.0020300401,0.0036117325,0.01674125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008108147,0.000012292895,0.000018712723,0.00012974457,0.0000015504435,0.000051982755,0.0006440537,0.00011180311,0.00025721028,0.90541273,0.06891935,0.024432449],"study_design_scores_gemma":[0.0000022761465,0.000006862429,0.000050951523,0.00013972152,0.0000030931717,0.00014734795,0.0002491518,0.00017574614,0.00014244915,0.21055795,0.7885194,0.0000050888757],"about_ca_topic_score_codex":0.002023246,"about_ca_topic_score_gemma":0.0047850604,"teacher_disagreement_score":0.04993229,"about_ca_system_score_codex":0.002380564,"about_ca_system_score_gemma":0.0012361929,"threshold_uncertainty_score":0.16704011},"labels":[],"label_agreement":null},{"id":"W2316403664","doi":"10.5840/envirophil200741/213","title":"Continuity of Singularities","year":2007,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General interest; Contemporary philosophy; Applied philosophy; Gravitational singularity; Philosophy; Mathematics; Epistemology; Mathematical analysis","score_opus":0.004833628763908842,"score_gpt":0.17157364591593405,"score_spread":0.16674001715202522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316403664","genre_codex":"methods","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":[0.0599324,0.0025603771,0.51199514,0.00467266,0.00046944877,0.000105736835,0.00020015119,0.00032052313,0.41974354],"genre_scores_gemma":[0.8959045,0.0010025344,0.08231244,0.0004247108,0.00014129114,0.000119445656,0.00013561077,0.00014611775,0.019813338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99731016,0.00093120866,0.00018706018,0.0006606424,0.00066253706,0.00024837075],"domain_scores_gemma":[0.99708444,0.0010881745,0.00027098545,0.00083274,0.0004757256,0.0002479631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027124574,0.00057542336,0.00054336037,0.0013504577,0.0024611086,0.0067608566,0.0009952955,0.0013293244,0.007788985],"category_scores_gemma":[0.0075065834,0.0004704368,0.00083296635,0.0008117561,0.013754567,0.0076998137,0.005006466,0.002637869,0.001059898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005745912,0.0000025290415,0.00011739408,0.00001513136,0.0000022185402,0.000036722264,0.0005874458,0.00041479146,0.00014003679,0.99546933,0.0003593948,0.002849378],"study_design_scores_gemma":[0.000010069138,0.000013709523,0.00013178468,0.000028787643,0.000004867102,0.00012498045,0.00040255734,0.0014646135,0.00025234208,0.97216254,0.02539581,0.000007935962],"about_ca_topic_score_codex":0.000769869,"about_ca_topic_score_gemma":0.0005864562,"teacher_disagreement_score":0.007788985,"about_ca_system_score_codex":0.0020307696,"about_ca_system_score_gemma":0.0010252505,"threshold_uncertainty_score":0.026056767},"labels":[],"label_agreement":null},{"id":"W2320335234","doi":"10.5456/issn.2050-3679/2013w15sb","title":"Electronic Textiles for Architecture","year":2013,"lang":"en","type":"article","venue":"Open Arts Journal","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Architecture; Computer architecture; Architectural engineering; Computer science; Engineering; Art; Visual arts","score_opus":0.01103336562135898,"score_gpt":0.23453301944775007,"score_spread":0.2234996538263911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320335234","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":[0.0032985536,0.0074531497,0.0055275816,0.00869852,0.0009773511,0.000010385493,0.000043411565,0.000077853394,0.97391325],"genre_scores_gemma":[0.34725,0.010228287,0.0056444393,0.0029469717,0.00076772535,0.000060047456,0.00009426011,0.00017079356,0.6328374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964035,0.0001384933,0.000009989944,0.000043994674,0.0000951325,0.00007207495],"domain_scores_gemma":[0.9998634,0.000036750826,0.000007504697,0.000038010145,0.000032189826,0.000022193333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042794668,0.00064285914,0.00016710325,0.000804711,0.0031243672,0.005595656,0.00038927715,0.0016972916,0.034131568],"category_scores_gemma":[0.0006182115,0.00013591381,0.0002814442,0.00070212694,0.0060714907,0.0032382647,0.0021397227,0.0018218941,0.0040472723],"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":[0.0000072205153,0.000003185456,0.000055893783,0.000020830961,0.0000015350597,0.00003944191,0.00064836757,0.00033097202,0.00015337605,0.97735757,0.012740799,0.008640759],"study_design_scores_gemma":[0.0000033827287,0.000009243798,0.0002649648,0.00007929417,0.0000020466555,0.0001040321,0.00082705263,0.00035032374,0.0001185466,0.18632579,0.8119101,0.000005145507],"about_ca_topic_score_codex":0.0072781825,"about_ca_topic_score_gemma":0.01425021,"teacher_disagreement_score":0.034131568,"about_ca_system_score_codex":0.003299131,"about_ca_system_score_gemma":0.0010405688,"threshold_uncertainty_score":0.11418146},"labels":[],"label_agreement":null},{"id":"W2327107668","doi":"10.1061/40652(2003)4","title":"Integrating Conceptual Structural Design with Early Architecture","year":2002,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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":"Architecture; Computer science; Process (computing); Interdependence; Representation (politics); Structural system; Enterprise architecture framework; Software engineering; Systems engineering; Conceptual design; Software architecture; Engineering; Human–computer interaction; Programming language; Software","score_opus":0.014604441070274683,"score_gpt":0.17843129436431265,"score_spread":0.16382685329403798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327107668","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045257206,0.00030332743,0.9820732,0.0006648204,0.000038322483,0.000038004928,0.000021069756,0.00020612136,0.012129458],"genre_scores_gemma":[0.16559146,0.0008134174,0.82770777,0.00012542777,0.000038499504,0.00014777719,0.0001456248,0.00016408159,0.005265936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99699235,0.0016951477,0.00011970183,0.00019266337,0.00086302025,0.0001371415],"domain_scores_gemma":[0.99601716,0.0018210445,0.00022258154,0.0011215059,0.00070416665,0.00011344839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004371973,0.00091760454,0.00044117155,0.0016777177,0.0010575156,0.0041662618,0.0019278546,0.0014922568,0.0045223227],"category_scores_gemma":[0.008997437,0.0007268224,0.00077623787,0.0011504232,0.004809447,0.0059678364,0.0034410688,0.001948533,0.00094002316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017883882,0.000033169315,0.00048352746,0.00017921417,0.000017153485,0.00006812434,0.001086117,0.038859416,0.0016942377,0.89303184,0.00094328076,0.06358591],"study_design_scores_gemma":[0.000022755685,0.0001008143,0.00031001563,0.00019737899,0.000032069333,0.00013702981,0.0006304594,0.12604553,0.004003444,0.7765323,0.09195873,0.000029524163],"about_ca_topic_score_codex":0.0031448056,"about_ca_topic_score_gemma":0.004629819,"teacher_disagreement_score":0.0045223227,"about_ca_system_score_codex":0.0024496207,"about_ca_system_score_gemma":0.0025741337,"threshold_uncertainty_score":0.023121476},"labels":[],"label_agreement":null},{"id":"W2327250963","doi":"10.5840/envirophil20041120","title":"Nature by Design","year":2004,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Applied philosophy; Contemporary philosophy; General interest; Philosophy; Epistemology","score_opus":0.004038153183975761,"score_gpt":0.1624218628698631,"score_spread":0.15838370968588733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327250963","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":[0.0040658405,0.0047648754,0.03751719,0.039018963,0.0020563884,0.000054554203,0.00011350386,0.00013317564,0.91227555],"genre_scores_gemma":[0.34044376,0.0056646517,0.022394378,0.016068742,0.0015304358,0.00038043968,0.00021021238,0.0004956662,0.6128117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99876773,0.00054227037,0.000034781857,0.00026494465,0.00029476403,0.00009550377],"domain_scores_gemma":[0.9990736,0.00030836143,0.000043810007,0.00032239908,0.00016461854,0.000087167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015729445,0.0006557391,0.0006034212,0.0007766792,0.0030289895,0.005244232,0.00077268213,0.0027342115,0.018322753],"category_scores_gemma":[0.002120537,0.00036473467,0.00034808755,0.00064432883,0.017298637,0.0062154816,0.0028281114,0.004911857,0.0047009774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014900954,0.00000359057,0.0000380031,0.000012419766,0.0000022668214,0.000005805316,0.00025521562,0.000104090635,0.0000361212,0.9877461,0.00777235,0.0040226383],"study_design_scores_gemma":[0.000004593781,0.0000058019737,0.00006076385,0.000028854141,0.0000034989362,0.00002947604,0.00017343553,0.00017993708,0.00007359638,0.73717636,0.26226,0.0000037118964],"about_ca_topic_score_codex":0.0035941317,"about_ca_topic_score_gemma":0.0047803987,"teacher_disagreement_score":0.018322753,"about_ca_system_score_codex":0.00376536,"about_ca_system_score_gemma":0.003216611,"threshold_uncertainty_score":0.061295748},"labels":[],"label_agreement":null},{"id":"W2329950223","doi":"10.1080/10464883.2013.769839","title":"Dissipative Architecture","year":2013,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dystopia; Utopia; Architecture; Software deployment; Impossibility; Relation (database); Subject (documents); Aesthetics; Sociology; Art history; History; Engineering; Philosophy; Art; Visual arts; Political science; Computer science; Literature","score_opus":0.0027345682137585796,"score_gpt":0.1969719195441646,"score_spread":0.194237351330406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329950223","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":[0.042535942,0.0040977555,0.52402806,0.006497311,0.0007123426,0.00009013966,0.00024576945,0.00068093534,0.4211117],"genre_scores_gemma":[0.8502095,0.003180767,0.06131726,0.0009828596,0.00033854213,0.00021629449,0.00023969171,0.00026162254,0.08325348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99941313,0.00016027408,0.000022806506,0.0001395221,0.00016999127,0.00009435146],"domain_scores_gemma":[0.999496,0.000111030145,0.000040568102,0.00018401607,0.000104618666,0.000063800675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007302716,0.0005435753,0.0004442016,0.0008030832,0.001901938,0.003956813,0.000954542,0.0012082625,0.010588307],"category_scores_gemma":[0.0014840312,0.0003098997,0.0005824849,0.0004653925,0.0060246894,0.0041708625,0.0035646306,0.0015780275,0.001772988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027729518,0.0000028008049,0.000045917783,0.000012556479,0.0000038013757,0.000016079675,0.00012298553,0.001778821,0.00027753884,0.9946195,0.00062150223,0.0024957282],"study_design_scores_gemma":[0.0000044509325,0.000011023836,0.00009365427,0.000018111696,0.0000042151432,0.000053255728,0.00010703744,0.007160832,0.00025678272,0.9624286,0.029853573,0.000008428177],"about_ca_topic_score_codex":0.0011717505,"about_ca_topic_score_gemma":0.0010376138,"teacher_disagreement_score":0.010588307,"about_ca_system_score_codex":0.001838149,"about_ca_system_score_gemma":0.0011559998,"threshold_uncertainty_score":0.03542143},"labels":[],"label_agreement":null},{"id":"W2331584274","doi":"10.3357/amhp.4556.2016","title":"Applications of 3D Printing in Austere Environments","year":2016,"lang":"en","type":"article","venue":"Aerospace Medicine and Human Performance","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Hum; Nanotechnology; Computer science; Materials science; Art","score_opus":0.00931744711754812,"score_gpt":0.21896398684361335,"score_spread":0.20964653972606523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331584274","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":[0.33195427,0.00669661,0.500476,0.0025618623,0.0010659075,0.00018572102,0.00047423958,0.0038845055,0.15270086],"genre_scores_gemma":[0.9284119,0.0018577657,0.058310814,0.00016874683,0.00009871136,0.00003333115,0.00007981655,0.0002116063,0.010827296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994012,0.00014094471,0.00002544452,0.0000634512,0.00031817923,0.00005067404],"domain_scores_gemma":[0.9990983,0.00048288357,0.000048265698,0.00024049611,0.000076705706,0.000053382228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041938014,0.0007280168,0.0005334589,0.0007874764,0.00066861155,0.0020674858,0.00083085656,0.001583721,0.008775665],"category_scores_gemma":[0.0014278921,0.00041030877,0.0006086595,0.00091000705,0.0011819488,0.0006702074,0.0017998145,0.0008065746,0.0013561455],"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":[0.0005342298,0.00019032444,0.0035024704,0.0008131541,0.00009630086,0.0023970539,0.0012398462,0.40562147,0.16312903,0.024211062,0.0044766767,0.39378843],"study_design_scores_gemma":[0.000116490206,0.0008203183,0.013965432,0.0002818667,0.0001492797,0.0056979074,0.0010709646,0.6512729,0.18878421,0.05872202,0.078738734,0.00037983566],"about_ca_topic_score_codex":0.0008844656,"about_ca_topic_score_gemma":0.0015566819,"teacher_disagreement_score":0.008775665,"about_ca_system_score_codex":0.00038277125,"about_ca_system_score_gemma":0.0003371281,"threshold_uncertainty_score":0.029357493},"labels":[],"label_agreement":null},{"id":"W2333224724","doi":"10.1061/40558(2001)151","title":"Conceptual Design using Adaptive Search","year":2001,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Conceptual design; Revenue; Computer science; Architectural design; Architecture; Human–computer interaction","score_opus":0.08540620375173841,"score_gpt":0.2534399128711647,"score_spread":0.16803370911942628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333224724","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":[0.010102854,0.00004970286,0.98422295,0.00007232351,0.000010249255,0.00007685688,0.000032303924,0.00027557887,0.005157153],"genre_scores_gemma":[0.23856084,0.00011268544,0.7585146,0.00007588168,0.000015882853,0.00045717275,0.00013522008,0.000115807205,0.00201199],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939525,0.0002792997,0.00002418559,0.00007611289,0.00018589676,0.000039304778],"domain_scores_gemma":[0.99875224,0.00087418506,0.00006924609,0.00014305465,0.00013094912,0.000030286246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098492,0.00061121414,0.00077537255,0.0009213937,0.00043989325,0.0007852288,0.0012613727,0.00075025036,0.0072859796],"category_scores_gemma":[0.0042218217,0.00043467525,0.0008280792,0.0006800849,0.0007983141,0.00084654195,0.0012999338,0.0007908432,0.0006527988],"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":[0.00006248371,0.00004274923,0.0004162422,0.00009580694,0.000033587683,0.00006542245,0.000096270574,0.87451303,0.0012446705,0.059911106,0.0010581006,0.062460482],"study_design_scores_gemma":[0.000022833994,0.000026974412,0.000052680538,0.000008978057,0.000007726177,0.000020834572,0.000016437534,0.981265,0.00029333204,0.016690843,0.0015894428,0.0000048160314],"about_ca_topic_score_codex":0.0023996376,"about_ca_topic_score_gemma":0.0033342263,"teacher_disagreement_score":0.0072859796,"about_ca_system_score_codex":0.00067367,"about_ca_system_score_gemma":0.00088400434,"threshold_uncertainty_score":0.024374068},"labels":[],"label_agreement":null},{"id":"W2335819313","doi":"10.26687/archnet-ijar.v1i2.22","title":"BOOK REVIEW: SPACES SPEAK, ARE YOU LISTENING?: EXPERIENCING AURAL ARCHITECTURE By: Barry Blesser and Linda-Ruth Salter (MIT Press, Cambridge, MA, USA. 2007) ISBN 0262026058","year":2007,"lang":"en","type":"article","venue":"International Journal of Architectural Research: Archnet-IJAR","topic":"Architecture and Computational Design","field":"Engineering","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":"Carleton University","funders":"","keywords":"Active listening; Architecture; Art history; History; Art; Sociology; Visual arts; Communication","score_opus":0.019457656670061274,"score_gpt":0.30449375454918043,"score_spread":0.28503609787911915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335819313","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":[0.00031081322,0.84518397,0.0011664787,0.03581353,0.053175274,0.000056663244,0.0003767309,0.00021542754,0.063701175],"genre_scores_gemma":[0.0031987866,0.63862026,0.0013328856,0.01985474,0.02785252,0.00010581259,0.00060971244,0.00024131493,0.30818403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943286,0.00007839491,0.000038735787,0.00007615706,0.000341309,0.000032535074],"domain_scores_gemma":[0.9977181,0.0008813823,0.000118880555,0.00005864341,0.0009773334,0.00024563048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006920182,0.0009904574,0.0017350924,0.002474176,0.00080502435,0.0031200827,0.001219068,0.0023053961,0.064574495],"category_scores_gemma":[0.0036480436,0.0004445532,0.00047492806,0.0038812011,0.00094531407,0.0031773462,0.0010578175,0.0031401913,0.053124487],"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":[0.0000065395207,0.000005705487,0.0000191404,0.00034663695,0.0000037291175,0.000016474818,0.00003033129,0.000031968684,0.00005643549,0.00049835147,0.9476927,0.051292125],"study_design_scores_gemma":[0.000004421234,0.000011527019,0.00017006879,0.00056766206,0.000006092192,0.00028102673,0.000039593815,0.000022336824,0.000032860222,0.00043692085,0.9984205,0.0000069665907],"about_ca_topic_score_codex":0.0034875183,"about_ca_topic_score_gemma":0.00955926,"teacher_disagreement_score":0.064574495,"about_ca_system_score_codex":0.0012983561,"about_ca_system_score_gemma":0.0018320192,"threshold_uncertainty_score":0.2160232},"labels":[],"label_agreement":null},{"id":"W2337120538","doi":"10.26522/ti.v2i1.751","title":"11 Artists on Braille Babbles: A Catalogue","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Braille; Visual arts; Art; Art history; Linguistics; Philosophy","score_opus":0.004771680190031333,"score_gpt":0.16323030478581896,"score_spread":0.15845862459578763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337120538","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":[0.0049859835,0.011564843,0.0126277665,0.0025731865,0.0029046203,0.0004901093,0.06164901,0.010889819,0.89231473],"genre_scores_gemma":[0.018318018,0.011779656,0.0139029045,0.0016614083,0.00089794584,0.0005228121,0.09982933,0.0066933474,0.8463945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886596,0.00013678081,0.00009683499,0.00007394106,0.00070199237,0.00012458167],"domain_scores_gemma":[0.99751115,0.00092479,0.00015525804,0.0003065809,0.0007988185,0.00030328234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015882568,0.001208274,0.0006729278,0.009599674,0.0022684583,0.0037351684,0.0012089221,0.0012875126,0.23522682],"category_scores_gemma":[0.0053580967,0.00066894427,0.00055474107,0.0112277465,0.00075640145,0.0027613228,0.0019146584,0.0015367088,0.12318139],"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":[0.00011731042,0.000027024838,0.00021943325,0.0005561043,0.0000039221154,0.00011002273,0.00040924197,0.00021305795,0.0014806611,0.007287896,0.87412983,0.11544544],"study_design_scores_gemma":[0.000006973307,0.000007142692,0.00045958062,0.00016436122,0.0000025162221,0.00006919242,0.00014328993,0.00007203668,0.0002943356,0.001058641,0.9977099,0.000011966882],"about_ca_topic_score_codex":0.007655782,"about_ca_topic_score_gemma":0.015096645,"teacher_disagreement_score":0.23522682,"about_ca_system_score_codex":0.001285382,"about_ca_system_score_gemma":0.0023292457,"threshold_uncertainty_score":0.78691214},"labels":[],"label_agreement":null},{"id":"W2337243331","doi":"10.4467/2353737xct.14.014.1791","title":"Prefabricated technologies of Frank Lloyd wright’s concrete residences – Textile Block System","year":2012,"lang":"en","type":"article","venue":"Technical Transactions","topic":"Architecture and Computational 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":"Wright; Architecture; Architectural engineering; Textile; Modularity (biology); Block (permutation group theory); Standardization; Element (criminal law); Quarter (Canadian coin); Clothing; Engineering; Civil engineering; Computer science; Visual arts; Art; History; Archaeology; Law; Political science; Systems engineering; Mathematics","score_opus":0.012236894736071549,"score_gpt":0.21410105810460392,"score_spread":0.20186416336853236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337243331","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":[0.109035805,0.006659756,0.41397628,0.0059397286,0.0008620876,0.00021496345,0.00017455501,0.0006576884,0.46247917],"genre_scores_gemma":[0.6380779,0.003934457,0.21352817,0.00050542416,0.0001859176,0.00015093776,0.0001203329,0.00013775568,0.14335911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995215,0.00014027815,0.000022909127,0.00010753734,0.00015871934,0.000049153114],"domain_scores_gemma":[0.9997701,0.00005806611,0.000015935579,0.00007531539,0.00005652111,0.000024089904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005645986,0.00030771812,0.00016067202,0.00053935545,0.0007374549,0.0017725511,0.00039340192,0.0008116976,0.005421392],"category_scores_gemma":[0.0010233285,0.00027983027,0.0002824156,0.00039353597,0.0020908327,0.0025264074,0.0015268568,0.0008249706,0.0016381914],"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":[0.0000494138,0.000021597276,0.00024930167,0.000045566037,0.0000035015064,0.00016473011,0.0014835179,0.0025685453,0.0071392828,0.9120082,0.004523126,0.07174318],"study_design_scores_gemma":[0.000035161327,0.00016603706,0.0011279887,0.0001477022,0.000011859791,0.0005983183,0.00056593446,0.013068287,0.011596204,0.23324247,0.73938465,0.000055366145],"about_ca_topic_score_codex":0.0029937697,"about_ca_topic_score_gemma":0.0025509743,"teacher_disagreement_score":0.005421392,"about_ca_system_score_codex":0.0011626004,"about_ca_system_score_gemma":0.0004765241,"threshold_uncertainty_score":0.018136382},"labels":[],"label_agreement":null},{"id":"W2340002734","doi":"10.6092/issn.2036-1602/3718","title":"From Canada through Italy towards a Critical Phenomenology","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Architecture and Computational 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":"Phenomenology (philosophy); Sketch; Architecture; Urbanism; Relation (database); Sociology; Epistemology; Visual arts; Philosophy; Art; Computer science","score_opus":0.1489897240538154,"score_gpt":0.48088915748202327,"score_spread":0.3318994334282079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340002734","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":[0.04802762,0.028236397,0.005715274,0.19105111,0.0016931286,0.00020693736,0.00019480979,0.00012238903,0.7247523],"genre_scores_gemma":[0.8532504,0.019340279,0.005010224,0.021652907,0.0008936806,0.00041006115,0.0001972449,0.00027803524,0.098967224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9930328,0.0037715107,0.00012124218,0.000666225,0.0010193975,0.0013889148],"domain_scores_gemma":[0.99567455,0.0018972511,0.000317928,0.0003218616,0.00084289344,0.000945533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008239522,0.0007763274,0.00048788762,0.0037253385,0.029904475,0.018252153,0.0014890345,0.0029868234,0.004871387],"category_scores_gemma":[0.0074845934,0.00043257518,0.00038312338,0.0047810157,0.0632575,0.007718848,0.010401529,0.007463165,0.00072349625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003316736,0.000016569189,0.00046903794,0.000106823914,0.0000025462946,0.0002743307,0.23039502,0.000113002454,0.00008464349,0.7302449,0.028464684,0.009795333],"study_design_scores_gemma":[0.000010496919,0.000009983576,0.0010915843,0.00079562276,0.000003995017,0.00013807845,0.12751715,0.00015140558,0.0001031822,0.06881697,0.8013379,0.000023574974],"about_ca_topic_score_codex":0.5794475,"about_ca_topic_score_gemma":0.49354044,"teacher_disagreement_score":0.4205525,"about_ca_system_score_codex":0.12110164,"about_ca_system_score_gemma":0.06197942,"threshold_uncertainty_score":0.878658},"labels":[],"label_agreement":null},{"id":"W2342323601","doi":"","title":"Elastic 3D Space: international workshop","year":2015,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"Architecture and Computational 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":"Event (particle physics); Space (punctuation); Projection (relational algebra); Media studies; Head (geology); Library science; Visual arts; Political science; History; Sociology; Computer science; Art; Geology","score_opus":0.03087207689420288,"score_gpt":0.27090797028265284,"score_spread":0.24003589338844997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342323601","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":[0.014856884,0.010568457,0.070666686,0.01133538,0.030493928,0.0003634846,0.0024500338,0.0031864936,0.8560786],"genre_scores_gemma":[0.058140416,0.00616971,0.02464259,0.0011434462,0.0021316882,0.00025434222,0.0046039815,0.0019475295,0.9009664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829656,0.0002735393,0.00005919049,0.0003222786,0.00070547865,0.00034304775],"domain_scores_gemma":[0.99880433,0.0001028388,0.000017606417,0.000151592,0.00029440763,0.00062917266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038880187,0.0012657058,0.00043048873,0.0010969181,0.0022215014,0.004899167,0.0014779592,0.0016588129,0.08030185],"category_scores_gemma":[0.0019739096,0.00043622067,0.001013603,0.000931742,0.0009706481,0.0028720323,0.0076068877,0.002359288,0.026721695],"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":[0.00015110607,0.00020106409,0.00032658278,0.00021837206,0.000016914017,0.00023279243,0.0012482128,0.0020590492,0.003251343,0.058018744,0.7289884,0.20528755],"study_design_scores_gemma":[0.0000048583497,0.00002535113,0.00019450986,0.000063772124,0.0000026088335,0.00006846862,0.0002924451,0.00038771622,0.000845078,0.0023694823,0.99573684,0.000008819462],"about_ca_topic_score_codex":0.0030940247,"about_ca_topic_score_gemma":0.009055192,"teacher_disagreement_score":0.08030185,"about_ca_system_score_codex":0.0019309665,"about_ca_system_score_gemma":0.002652589,"threshold_uncertainty_score":0.26863647},"labels":[],"label_agreement":null},{"id":"W2344813169","doi":"10.14288/1.0108619","title":"An investigation into Rapidly Renewable Materials : bamboo and cotton","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"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":"Bamboo; Renewable energy; Business; Natural resource economics; Economics; Engineering; Materials science; Composite material","score_opus":0.003931200206723502,"score_gpt":0.14789304594265704,"score_spread":0.14396184573593354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344813169","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":[0.64912015,0.1609193,0.0056569874,0.003125515,0.0011508705,0.00030136143,0.0006235196,0.000085349784,0.17901698],"genre_scores_gemma":[0.86882377,0.07363657,0.008323181,0.0011679325,0.00024627152,0.000077157536,0.00035120157,0.000072526214,0.04730138],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996731,0.000034052857,0.000011314104,0.000056085017,0.0001623267,0.00006309044],"domain_scores_gemma":[0.99978894,0.00007769873,0.000033418095,0.000010325011,0.000053102838,0.00003648751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036752332,0.00043636144,0.0003088806,0.0030185822,0.0011494735,0.0018780527,0.00036725664,0.0010317547,0.006636239],"category_scores_gemma":[0.0005428766,0.00032420768,0.0004963611,0.001879884,0.00057003123,0.0025276032,0.0004847749,0.0012408639,0.0008440265],"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":[0.00078386295,0.0010727611,0.010702193,0.007925638,0.000066540684,0.010355699,0.0027398488,0.0016443414,0.6468996,0.066928685,0.0074222935,0.24345852],"study_design_scores_gemma":[0.000035176072,0.0024818121,0.034762714,0.0020376735,0.00011197508,0.008842985,0.009284291,0.0026538915,0.32241246,0.013010154,0.60424304,0.0001238487],"about_ca_topic_score_codex":0.0017380145,"about_ca_topic_score_gemma":0.0047744317,"teacher_disagreement_score":0.006636239,"about_ca_system_score_codex":0.00082353916,"about_ca_system_score_gemma":0.0004854262,"threshold_uncertainty_score":0.022200406},"labels":[],"label_agreement":null},{"id":"W2347628315","doi":"","title":"Talking about the Construction of Greenland Scenes in Residential Quarters","year":2003,"lang":"en","type":"article","venue":"Sci/tech Information Development & Economy","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Geography; Residential property; Regional science; Archaeology","score_opus":0.00581002678031269,"score_gpt":0.18085054224740213,"score_spread":0.17504051546708943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347628315","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":[0.27271956,0.0074442867,0.112899356,0.13824588,0.0045161205,0.00007019834,0.0002256056,0.00034338734,0.46353564],"genre_scores_gemma":[0.9358161,0.0022293185,0.0109039545,0.0038414125,0.00050309475,0.000024819648,0.0000707782,0.00012555497,0.046484895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945444,0.00034233023,0.000012909566,0.00004807119,0.000053655218,0.00008862717],"domain_scores_gemma":[0.9997199,0.00009713245,0.00004294557,0.00003941362,0.000045141845,0.00005548773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006888762,0.00030344227,0.00017564405,0.000462726,0.004134763,0.0022604677,0.00051593134,0.001815147,0.005330221],"category_scores_gemma":[0.0012210814,0.00026278544,0.00039251504,0.00066843285,0.006596187,0.005008758,0.0016882473,0.002030611,0.00044605805],"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":[0.000047081016,0.000025675397,0.004178122,0.00014634208,0.000012549591,0.0017024317,0.070601426,0.0025358791,0.0022537203,0.8543634,0.041127954,0.023005448],"study_design_scores_gemma":[0.000008288899,0.000059440263,0.0056289523,0.00013334819,0.000018199555,0.001758683,0.06589291,0.0021053725,0.0020334444,0.1354972,0.7868266,0.000037511247],"about_ca_topic_score_codex":0.0037662655,"about_ca_topic_score_gemma":0.011061989,"teacher_disagreement_score":0.005330221,"about_ca_system_score_codex":0.0015230408,"about_ca_system_score_gemma":0.00059196755,"threshold_uncertainty_score":0.017831385},"labels":[],"label_agreement":null},{"id":"W2349678499","doi":"","title":"Hanover Kronsberg Ecological Residential Quarter——European Eco-living Model Area","year":2009,"lang":"en","type":"article","venue":"Chinese and Overseas Architecture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Quarter (Canadian coin); Sustainable development; Social ecological model; Environmental planning; Architectural engineering; Business; Engineering; Ecology; Geography","score_opus":0.005216640414420927,"score_gpt":0.19701103603542394,"score_spread":0.191794395621003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2349678499","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":[0.095008746,0.0031771662,0.34500507,0.0041706404,0.0005772389,0.00018230008,0.0035608779,0.0008368052,0.5474811],"genre_scores_gemma":[0.74315685,0.0035091569,0.12490253,0.0004338535,0.00013545156,0.00038937698,0.003550906,0.00047995095,0.12344187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997155,0.00012270549,0.000010445426,0.000053626256,0.000058805548,0.000038949358],"domain_scores_gemma":[0.9998952,0.000017878334,0.000011341121,0.000020208347,0.00003265011,0.000022720442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004210261,0.00034294097,0.00030832423,0.0002596482,0.00046484935,0.0011675779,0.0007857996,0.00040331812,0.010902528],"category_scores_gemma":[0.00032537224,0.00017832112,0.00039133924,0.0005388968,0.00046957502,0.0010562702,0.001010425,0.0005308697,0.0016418197],"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":[0.0002348657,0.0001412409,0.0038678262,0.00013924637,0.00004049106,0.00031367628,0.00030799085,0.17205474,0.0013881673,0.6791022,0.051083617,0.09132592],"study_design_scores_gemma":[0.00006389445,0.00011123682,0.0043928903,0.00012904892,0.000027082104,0.0004037433,0.00033569685,0.22841242,0.0019061982,0.10106404,0.663092,0.000061772545],"about_ca_topic_score_codex":0.016990263,"about_ca_topic_score_gemma":0.013816828,"teacher_disagreement_score":0.016990263,"about_ca_system_score_codex":0.0011211673,"about_ca_system_score_gemma":0.001412261,"threshold_uncertainty_score":0.03647256},"labels":[],"label_agreement":null},{"id":"W2351510654","doi":"","title":"Speacial OSB Used in Interior Decoration","year":2014,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Oriented strand board; Interior design; Engineering; Process (computing); Architectural engineering; Engineering drawing; Raw material; Computer science; Civil engineering","score_opus":0.0053920608582771175,"score_gpt":0.19058462045399857,"score_spread":0.18519255959572145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351510654","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":[0.68715024,0.00841515,0.06493796,0.0006205685,0.0016784793,0.00030826253,0.002620845,0.0013303518,0.23293811],"genre_scores_gemma":[0.8328346,0.0027949358,0.04882038,0.00028289363,0.000045147874,0.00007067021,0.0012466066,0.00059204415,0.113312736],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963534,0.000012444902,0.000014922464,0.00005254436,0.00021305769,0.00007174795],"domain_scores_gemma":[0.99981517,0.000008277796,0.000013063514,0.000024505372,0.00011315782,0.000025830928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023466215,0.00070551684,0.00044505866,0.0013161014,0.0012301315,0.0008721619,0.00038961167,0.000659246,0.008491873],"category_scores_gemma":[0.00032710805,0.00026798286,0.00043238883,0.0013942191,0.0006979805,0.0005991511,0.00077757344,0.0006517929,0.0022342901],"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":[0.00048576214,0.000057547742,0.002669138,0.000837625,0.000018447608,0.0011860209,0.00042456624,0.0021156706,0.8569162,0.014113365,0.00660687,0.114568815],"study_design_scores_gemma":[0.000024163677,0.00033876696,0.0113419555,0.00016980829,0.00007436281,0.0019341563,0.0006476018,0.0026612396,0.5127095,0.0014869359,0.46853632,0.000075143726],"about_ca_topic_score_codex":0.032658547,"about_ca_topic_score_gemma":0.09399706,"teacher_disagreement_score":0.032658547,"about_ca_system_score_codex":0.0011474437,"about_ca_system_score_gemma":0.0014041542,"threshold_uncertainty_score":0.064936936},"labels":[],"label_agreement":null},{"id":"W2351770108","doi":"","title":"Discussion on the human settlements in the residential quarter","year":2008,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Architecture and Computational 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":"Human settlement; Quarter (Canadian coin); Geography; Architectural engineering; Human being; Environmental planning; Environmental resource management; Engineering; Environmental science; Political science; Archaeology","score_opus":0.013019088035469925,"score_gpt":0.22381240988031761,"score_spread":0.2107933218448477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351770108","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":[0.24228457,0.0076591657,0.006608746,0.074115664,0.0015195021,0.000041703046,0.00017516178,0.000040218565,0.6675553],"genre_scores_gemma":[0.9405859,0.0033324694,0.000888861,0.0020943328,0.00041447446,0.000021271666,0.000045300596,0.000019088393,0.05259835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947804,0.0002782373,0.0000147521705,0.000044690805,0.00007094168,0.000113442686],"domain_scores_gemma":[0.9997695,0.00008726948,0.000025808324,0.000017507893,0.000055468525,0.00004439645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000730392,0.00015620666,0.00014410548,0.00074085465,0.00657664,0.002362854,0.0005839382,0.0009326253,0.0139195435],"category_scores_gemma":[0.0008221219,0.00010292707,0.00025417894,0.0014523005,0.0049522324,0.002028137,0.0015569355,0.0012127403,0.00053122273],"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":[0.00002993722,0.000018679484,0.0034891248,0.00008873042,0.000004733934,0.0010179433,0.059079222,0.00061096286,0.0002690714,0.90009546,0.013985319,0.021310834],"study_design_scores_gemma":[0.000005754599,0.00002673975,0.010526417,0.0001720271,0.000007253366,0.0007830965,0.110884994,0.00042553974,0.0003839873,0.075328715,0.8014353,0.000020204212],"about_ca_topic_score_codex":0.014590776,"about_ca_topic_score_gemma":0.020065008,"teacher_disagreement_score":0.014590776,"about_ca_system_score_codex":0.0027057775,"about_ca_system_score_gemma":0.0011306034,"threshold_uncertainty_score":0.046565473},"labels":[],"label_agreement":null},{"id":"W2354225002","doi":"","title":"Vigorously develop energy and land saving residential","year":2008,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Energy (signal processing); Natural resource economics; Business; Environmental planning; Environmental economics; Geography; Economics","score_opus":0.006259649581365276,"score_gpt":0.1775949047867756,"score_spread":0.17133525520541032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354225002","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":[0.29905012,0.0011958848,0.18131386,0.00600677,0.00015297401,0.00018399593,0.00010556862,0.00027565862,0.5117152],"genre_scores_gemma":[0.85315967,0.0010469706,0.07708055,0.00036324293,0.000027374297,0.00008019784,0.00007059577,0.00006421796,0.06810713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997485,0.00010392932,0.000007907978,0.000052937925,0.00005245197,0.000034287063],"domain_scores_gemma":[0.9998147,0.000032046937,0.000021178903,0.00006716765,0.00004239986,0.000022519489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004746004,0.00022581345,0.00013160429,0.0003021464,0.00090532535,0.0014169377,0.00054840837,0.00038257116,0.008809552],"category_scores_gemma":[0.0006646788,0.00013012461,0.00028300914,0.0005615566,0.0016926136,0.0019578387,0.0015478287,0.0007043221,0.0011700378],"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":[0.00002411573,0.00008404206,0.002304685,0.000092807306,0.000011916654,0.000054448356,0.0018581724,0.0044970606,0.003840772,0.9083772,0.0021427735,0.076711975],"study_design_scores_gemma":[0.000029626857,0.00029913246,0.005633681,0.00013747142,0.00003705629,0.0002209981,0.0058104545,0.017237745,0.009031478,0.4000485,0.56148446,0.000029413684],"about_ca_topic_score_codex":0.0014959268,"about_ca_topic_score_gemma":0.005246496,"teacher_disagreement_score":0.008809552,"about_ca_system_score_codex":0.0012829609,"about_ca_system_score_gemma":0.0014538822,"threshold_uncertainty_score":0.029470861},"labels":[],"label_agreement":null},{"id":"W2360128953","doi":"","title":"Environmental design of west garden in Beijing Longzeyuan residential quarter","year":2007,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Architecture and Computational 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":"Beijing; Quarter (Canadian coin); Architectural engineering; Geography; Environmental design; Environmental planning; Environmental protection; Environmental resource management; Civil engineering; Engineering; China; Environmental science; Archaeology","score_opus":0.005090909500975782,"score_gpt":0.19057030938010203,"score_spread":0.18547939987912623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360128953","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":[0.88493794,0.00034684502,0.041928053,0.00030967355,0.000042944263,0.00009015813,0.00021102416,0.00032886153,0.07180459],"genre_scores_gemma":[0.94531757,0.00016644593,0.015569843,0.000018855946,0.000004007307,0.000051750972,0.00014420158,0.000056933837,0.038670305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998673,0.000034902238,0.000005042271,0.000028371689,0.000026432968,0.00003787128],"domain_scores_gemma":[0.9999664,0.0000030563847,0.0000026339167,0.000007140471,0.000007176948,0.0000136766985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012655553,0.00026940877,0.00019501962,0.00029593508,0.0014936819,0.0006319215,0.00036125068,0.00037305837,0.0081667015],"category_scores_gemma":[0.00009495292,0.00020941494,0.00025586222,0.00050886365,0.00049517356,0.00030236974,0.0007348088,0.00016741584,0.00045973208],"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":[0.0010182662,0.00037050448,0.07761454,0.00081674755,0.00008661538,0.0076438286,0.015470251,0.21747947,0.20599587,0.10028603,0.022184364,0.35103348],"study_design_scores_gemma":[0.00023548484,0.0011150308,0.27269012,0.00014931812,0.00021115127,0.0039023208,0.024266934,0.17505717,0.0493252,0.025984459,0.44682896,0.00023380831],"about_ca_topic_score_codex":0.011990346,"about_ca_topic_score_gemma":0.05643567,"teacher_disagreement_score":0.011990346,"about_ca_system_score_codex":0.0012089555,"about_ca_system_score_gemma":0.00097271404,"threshold_uncertainty_score":0.027320325},"labels":[],"label_agreement":null},{"id":"W2361529995","doi":"","title":"Factualism and Innovation: BingThom Architects and its Works","year":2004,"lang":"en","type":"article","venue":"Time + Architecture","topic":"Architecture and Computational 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":"Multidisciplinary approach; Style (visual arts); Architectural engineering; Engineering; Engineering ethics; Sociology; Management; Visual arts; Social science; Art; Economics","score_opus":0.007001778421301678,"score_gpt":0.19228656328369312,"score_spread":0.18528478486239144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361529995","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":[0.11243904,0.017752007,0.037439026,0.05578489,0.0012572291,0.000055289704,0.00005512576,0.00018963516,0.77502763],"genre_scores_gemma":[0.9071381,0.0041109957,0.012402429,0.001971647,0.00015188832,0.000057793426,0.000024465959,0.000110146015,0.07403244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979728,0.0010568235,0.000054248892,0.0002004362,0.0004126039,0.0003031034],"domain_scores_gemma":[0.99881554,0.00057344395,0.000078221965,0.00016013777,0.00017789243,0.00019481973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026385454,0.0002455244,0.00019748532,0.0012535565,0.009186694,0.009161472,0.00054553343,0.0018755498,0.0047652572],"category_scores_gemma":[0.00218308,0.0003202659,0.000184706,0.0019447736,0.025661573,0.0054037212,0.0031201313,0.0024388395,0.0003651736],"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":[0.000005571409,0.0000026678254,0.00012745563,0.000008018408,9.4622897e-7,0.000029917674,0.008913826,0.00011483128,0.00004674717,0.98333645,0.0020236732,0.005389868],"study_design_scores_gemma":[0.000010104845,0.000018777353,0.00092837797,0.00015063852,0.000006364197,0.00022646821,0.015211406,0.0010669751,0.00047979775,0.41625726,0.5656207,0.000023062314],"about_ca_topic_score_codex":0.03796994,"about_ca_topic_score_gemma":0.06003276,"teacher_disagreement_score":0.03796994,"about_ca_system_score_codex":0.013196766,"about_ca_system_score_gemma":0.007804826,"threshold_uncertainty_score":0.095749676},"labels":[],"label_agreement":null},{"id":"W2362663476","doi":"","title":"Simple introduction of Lu'an residential quarter","year":2005,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Architecture; Simple (philosophy); Sustainable design; Architectural engineering; Environmental design and planning; Work (physics); Engineering; Computer science; Sustainability; Civil engineering; Geography; Mechanical engineering","score_opus":0.0039927564007913915,"score_gpt":0.20501059626879994,"score_spread":0.20101783986800856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362663476","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":[0.034321263,0.0016887042,0.204439,0.0021606768,0.0019529007,0.00026112853,0.0005079007,0.0033686606,0.7512998],"genre_scores_gemma":[0.45509234,0.0020038025,0.16985472,0.0011166863,0.0004723281,0.000382972,0.00055754685,0.0005116611,0.3700079],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998216,0.000056488454,0.0000103190305,0.000038309547,0.00004175084,0.000031499443],"domain_scores_gemma":[0.9999341,0.00001030939,0.000005200028,0.00001339039,0.000022845263,0.000014127999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018920943,0.00055147166,0.00021771189,0.00043254468,0.001449598,0.0013718617,0.000490921,0.00075537857,0.027533684],"category_scores_gemma":[0.00025877013,0.00025358636,0.00034181212,0.00038305655,0.000878465,0.0014883789,0.0013475168,0.0008827948,0.0038910802],"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":[0.00019823556,0.000066210065,0.0013308773,0.0003379471,0.000007366728,0.0014929659,0.0033208292,0.0049392707,0.013202225,0.7944687,0.0494063,0.13122907],"study_design_scores_gemma":[0.000011990002,0.00011570466,0.00077288167,0.00008084215,0.000010226097,0.0010189208,0.0009250844,0.008329525,0.0027100004,0.034164127,0.9518316,0.000029053062],"about_ca_topic_score_codex":0.0021528588,"about_ca_topic_score_gemma":0.003974519,"teacher_disagreement_score":0.027533684,"about_ca_system_score_codex":0.0007706581,"about_ca_system_score_gemma":0.0007894066,"threshold_uncertainty_score":0.09210932},"labels":[],"label_agreement":null},{"id":"W2369450719","doi":"","title":"Ecologic architecture and traditional dwellings of Western Regions","year":2002,"lang":"en","type":"article","venue":"Journal of Northwestern Institute of Architectural Engineering","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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; Natural (archaeology); Quarter (Canadian coin); Geography; Ecology; Simple (philosophy); Biology; Archaeology","score_opus":0.02046548701335094,"score_gpt":0.17982368868514342,"score_spread":0.1593582016717925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369450719","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":[0.9944431,0.00013933469,0.00019084556,0.00010647429,0.0000020401021,0.0000014901457,0.000060284037,0.0000018148767,0.0050547174],"genre_scores_gemma":[0.9992507,0.000056924557,0.00010124361,0.000009110725,0.0000018971812,0.0000011735294,0.000034342323,0.0000013207464,0.00054335484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999043,0.000020489939,0.000004677612,0.000022167631,0.000016276274,0.000032102973],"domain_scores_gemma":[0.99976,0.000022592016,0.0000770689,0.000016742226,0.000065962595,0.00005771506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010754373,0.00009821341,0.00009192908,0.000765754,0.00064696616,0.00086515996,0.00018171674,0.00012621314,0.0030894775],"category_scores_gemma":[0.0005858358,0.00009355131,0.00007771776,0.0010262189,0.00076827756,0.00049305503,0.0006465979,0.00018684864,0.00014929702],"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":[0.00012878815,0.00008147222,0.9346345,0.00003979904,0.0000713096,0.0002480478,0.008065008,0.0010568037,0.0013763827,0.021061895,0.0009891662,0.03224684],"study_design_scores_gemma":[0.0000031728198,0.00002573495,0.98850787,0.0000153998,0.000011410529,0.00015186772,0.0055631227,0.0006250916,0.0000884259,0.002312279,0.0026900938,0.0000056951503],"about_ca_topic_score_codex":0.036674343,"about_ca_topic_score_gemma":0.14600685,"teacher_disagreement_score":0.036674343,"about_ca_system_score_codex":0.00084178924,"about_ca_system_score_gemma":0.00029082719,"threshold_uncertainty_score":0.07292175},"labels":[],"label_agreement":null},{"id":"W2369851736","doi":"","title":"Green building with applied suitable techniques:the building of the Institute of Asian Research in University of British Columbia","year":2007,"lang":"en","type":"article","venue":"Journal of Shandong Jianzhu University","topic":"Architecture and Computational 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":"Architectural engineering; Green building; Reuse; Natural ventilation; China; Civil engineering; Engineering; Electricity; Architecture; Building science; Low-energy house; Zero-energy building; Environmental science; Solar energy; Ventilation (architecture); Waste management; Geography; Mechanical engineering; Electrical engineering","score_opus":0.011335796135506337,"score_gpt":0.20586605839896624,"score_spread":0.1945302622634599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369851736","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":[0.037971437,0.020205688,0.2515871,0.03194971,0.0022319201,0.00039488715,0.0006474089,0.0025895555,0.6524223],"genre_scores_gemma":[0.24932143,0.020073066,0.3578921,0.0017407668,0.00032952958,0.00029653843,0.0005685581,0.00078293064,0.36899516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992034,0.00011788073,0.000017836921,0.00008475988,0.0004613721,0.000114799375],"domain_scores_gemma":[0.99909544,0.00007674149,0.000021756321,0.0001234716,0.0004225196,0.0002599944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232321,0.00076213916,0.0004516392,0.0013426796,0.004742894,0.002769174,0.0010062227,0.0010768833,0.009075293],"category_scores_gemma":[0.00086039834,0.00040934945,0.00044172764,0.0016497227,0.002344855,0.0015901315,0.002247751,0.0022244174,0.0012640541],"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":[0.00011752825,0.00019124025,0.002267429,0.0003460525,0.000028967837,0.0002693355,0.0016078363,0.011323428,0.007352701,0.48084658,0.15221137,0.34343764],"study_design_scores_gemma":[0.000016153732,0.00006130659,0.0019893025,0.00019723953,0.000026191452,0.00011875428,0.0006092649,0.010964876,0.0075973216,0.043823317,0.9345236,0.000072644834],"about_ca_topic_score_codex":0.18153974,"about_ca_topic_score_gemma":0.4082452,"teacher_disagreement_score":0.8184602,"about_ca_system_score_codex":0.0064265616,"about_ca_system_score_gemma":0.01669927,"threshold_uncertainty_score":0.36096615},"labels":[],"label_agreement":null},{"id":"W2370508310","doi":"","title":"Research on Building's Energy Conservation Based on a Certain Project","year":2006,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Architecture and Computational 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":"Amenity; Energy conservation; Quarter (Canadian coin); Energy consumption; Architectural engineering; Expanded polystyrene; Consumption (sociology); Window (computing); Engineering; Business; Computer science; Geography; Sociology; Materials science","score_opus":0.024243944852027938,"score_gpt":0.2562468909821822,"score_spread":0.23200294613015424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370508310","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":[0.5894404,0.002774787,0.17806497,0.002034147,0.000127959,0.00009926142,0.00012229513,0.00021939831,0.22711684],"genre_scores_gemma":[0.9708783,0.0026229,0.014533717,0.000072351424,0.000023711344,0.00004069387,0.00008679985,0.000029720786,0.011711763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998004,0.000047798636,0.0000077977875,0.000040719005,0.000077142824,0.00002626919],"domain_scores_gemma":[0.99970394,0.00009698687,0.00003810047,0.000045110482,0.00009340141,0.000022306362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029594442,0.00023096564,0.00017991939,0.00072503684,0.00057145127,0.00090179424,0.00044299333,0.00027666704,0.0033659567],"category_scores_gemma":[0.0008025878,0.00013788085,0.00026138313,0.0012537815,0.0005943437,0.001812563,0.0003420178,0.0003229749,0.00019945395],"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":[0.00011648774,0.000354848,0.028327525,0.000618468,0.000084815445,0.00032554593,0.0019234772,0.043085787,0.014283267,0.5776668,0.004233955,0.328979],"study_design_scores_gemma":[0.000059504193,0.00054358516,0.08698122,0.00043071865,0.00035770715,0.0010246659,0.0073490036,0.37073007,0.03781089,0.24245,0.25216272,0.00009989398],"about_ca_topic_score_codex":0.0041090064,"about_ca_topic_score_gemma":0.0056379,"teacher_disagreement_score":0.0041090064,"about_ca_system_score_codex":0.0008220381,"about_ca_system_score_gemma":0.0007427347,"threshold_uncertainty_score":0.011260271},"labels":[],"label_agreement":null},{"id":"W2370936023","doi":"","title":"Layout and design of the ecological residential quarter——a case study of \"Hua Lin Jun Di\" of Liuzhou City","year":2007,"lang":"en","type":"article","venue":"Journal of Guangxi University of Technology","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Ecological design; Ecology; Civil engineering; Geography; Engineering; Architectural engineering; Biology; Archaeology","score_opus":0.011334718770203728,"score_gpt":0.20479850407875805,"score_spread":0.19346378530855432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370936023","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":[0.9848814,0.00006436822,0.0065325005,0.00022831466,0.0000146897455,0.0000548067,0.00019843644,0.00004560666,0.007979958],"genre_scores_gemma":[0.99082816,0.000057534093,0.0052723144,0.000010569818,0.0000022082768,0.000021256232,0.00013823512,0.000008131071,0.0036616141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997514,0.00012563473,0.000007592273,0.00003267781,0.000032651704,0.000050029405],"domain_scores_gemma":[0.9998479,0.00003580693,0.000016272206,0.000023638197,0.000029434123,0.00004691732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003114417,0.00017663091,0.00019574356,0.00047481444,0.0020174598,0.0008420833,0.0006612026,0.0005930563,0.0034678765],"category_scores_gemma":[0.00040026673,0.00022834487,0.00026849873,0.0010557128,0.00080266164,0.00046235978,0.00065226614,0.00029009418,0.00026976166],"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":[0.0016798585,0.0013096414,0.37009817,0.0009077233,0.00021901389,0.039497666,0.045205474,0.23571004,0.039385695,0.08793989,0.021411875,0.15663502],"study_design_scores_gemma":[0.00033740757,0.001184156,0.32413766,0.00016330532,0.00023808921,0.004978642,0.16848117,0.32389596,0.015110595,0.013051564,0.14813396,0.00028749375],"about_ca_topic_score_codex":0.03952415,"about_ca_topic_score_gemma":0.14087535,"teacher_disagreement_score":0.03952415,"about_ca_system_score_codex":0.0019109944,"about_ca_system_score_gemma":0.0013288321,"threshold_uncertainty_score":0.07858819},"labels":[],"label_agreement":null},{"id":"W2371213857","doi":"","title":"Study on Support Technique in Ecological Residential Quarter:A Case of Yinhe Experimental Ecological Residential Quarter","year":2004,"lang":"en","type":"article","venue":"Chengshi guihua huikan","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Ecology; Geography","score_opus":0.01958297354456724,"score_gpt":0.27882629950114884,"score_spread":0.2592433259565816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371213857","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":[0.987303,0.000022037479,0.0057738083,0.00010879384,0.000006510142,0.000025490157,0.000031578733,0.000022016262,0.006706879],"genre_scores_gemma":[0.99334383,0.000026502947,0.0039961585,0.000008418528,0.0000023438727,0.000015631773,0.0000275678,0.0000061803494,0.0025732543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995177,0.00020898173,0.00002246071,0.00006792444,0.000098808385,0.000084071624],"domain_scores_gemma":[0.999225,0.00024478993,0.00009016635,0.00022215757,0.00009620748,0.00012157521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060253043,0.0001917126,0.00025098067,0.0005260933,0.0017874765,0.00070669514,0.0006007774,0.0006634226,0.005097825],"category_scores_gemma":[0.0015694286,0.00014553359,0.00029539218,0.0008559198,0.0013603753,0.0010548221,0.00086669705,0.00046956807,0.00025140433],"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":[0.0022048424,0.0040104124,0.25278395,0.000552612,0.00011832077,0.027571298,0.06108577,0.061977338,0.037945624,0.3285927,0.007308482,0.21584871],"study_design_scores_gemma":[0.00044120883,0.0045517655,0.22219935,0.0001250029,0.00017914183,0.01084305,0.17967992,0.3091142,0.0434384,0.07735973,0.15181772,0.0002505259],"about_ca_topic_score_codex":0.0042609023,"about_ca_topic_score_gemma":0.009713378,"teacher_disagreement_score":0.005097825,"about_ca_system_score_codex":0.000847918,"about_ca_system_score_gemma":0.00083712063,"threshold_uncertainty_score":0.017053962},"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":"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":[0.02173389,0.37147743,0.03117461,0.055960666,0.009412019,0.00006201329,0.00029728957,0.00017036467,0.5097117],"genre_scores_gemma":[0.64188987,0.17907298,0.024736462,0.008081637,0.0060008164,0.00011012529,0.00023354313,0.00035289663,0.13952173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905914,0.0002814214,0.000034626333,0.00023115141,0.0002850767,0.0001084884],"domain_scores_gemma":[0.99895906,0.00064059364,0.000058601676,0.0000838878,0.00015746194,0.000100474696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013046731,0.0007683515,0.00047325913,0.0027680974,0.0034428923,0.003254195,0.0005883508,0.0024111725,0.004334003],"category_scores_gemma":[0.0027493057,0.0003740885,0.00039654816,0.001651654,0.014968816,0.005093099,0.0017965194,0.002491143,0.0011323544],"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":[0.000015194757,0.000009120303,0.00033467574,0.00011368389,0.00000578978,0.000054764627,0.002335694,0.00046142002,0.00015730671,0.950994,0.02321885,0.022299603],"study_design_scores_gemma":[0.0000045064053,0.000020977657,0.00087220425,0.0004453728,0.0000063658103,0.00024966418,0.00081695884,0.00042524489,0.0002729098,0.27803528,0.71881837,0.000032073003],"about_ca_topic_score_codex":0.020687219,"about_ca_topic_score_gemma":0.033411577,"teacher_disagreement_score":0.020687219,"about_ca_system_score_codex":0.007896907,"about_ca_system_score_gemma":0.0028404938,"threshold_uncertainty_score":0.057296276},"labels":[],"label_agreement":null},{"id":"W2378586448","doi":"","title":"Criticality and Its Discontents","year":2007,"lang":"en","type":"article","venue":"Time + Architecture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Critical reflection; Section (typography); Criticality; Divergence (linguistics); Reflection (computer programming); Epistemology; Sociology; History; Political science; Philosophy; Computer science; Linguistics; Physics","score_opus":0.015628529921297096,"score_gpt":0.21409116781941925,"score_spread":0.19846263789812216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378586448","genre_codex":"commentary","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":[0.0127916895,0.05096955,0.012047904,0.6592509,0.0089332415,0.000042356172,0.000055687662,0.000078338155,0.25583035],"genre_scores_gemma":[0.86969894,0.024817467,0.00407306,0.054512046,0.02100482,0.0001955009,0.000059603433,0.00025843558,0.025380142],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9752656,0.015515776,0.0007047324,0.0027925598,0.004637966,0.0010832954],"domain_scores_gemma":[0.92479926,0.06297898,0.0019499643,0.0042953826,0.0047097043,0.0012666951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023611132,0.0007681425,0.000783173,0.0040651,0.013053168,0.016118996,0.0026462045,0.0069981334,0.0035147802],"category_scores_gemma":[0.05693027,0.000418965,0.00046306063,0.0032393963,0.11944071,0.019835085,0.0084083965,0.015428304,0.0006367672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063866128,0.0000045118445,0.000035861052,0.000036916186,0.000002446268,0.000032124764,0.008003083,0.000048184575,0.00001743669,0.98085016,0.007498534,0.0034642676],"study_design_scores_gemma":[0.000010017366,0.0000069242706,0.00009365692,0.0003214326,0.0000023767202,0.00007735519,0.0056077153,0.00015588831,0.000102677564,0.8191426,0.1744698,0.00000951823],"about_ca_topic_score_codex":0.0037539133,"about_ca_topic_score_gemma":0.0019250326,"teacher_disagreement_score":0.023611132,"about_ca_system_score_codex":0.012014786,"about_ca_system_score_gemma":0.0056403703,"threshold_uncertainty_score":0.12486905},"labels":[],"label_agreement":null},{"id":"W2381431091","doi":"","title":"The Appearance of Covering","year":2010,"lang":"en","type":"article","venue":"Time Architecture","topic":"Architecture and Computational 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":"Inscribed figure; Architecture; Period (music); Painting; Quarter (Canadian coin); Order (exchange); Masking (illustration); Epistemology; Aesthetics; Visual arts; Sociology; Art; History; Philosophy; Mathematics; Geometry; Archaeology","score_opus":0.0010740559477895374,"score_gpt":0.15059414440119817,"score_spread":0.14952008845340864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381431091","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":[0.0026080986,0.003369539,0.003932797,0.0053953207,0.0081770625,0.00006300855,0.0006025238,0.0007002732,0.97515136],"genre_scores_gemma":[0.024689315,0.0027163744,0.002005542,0.0030237816,0.0022974482,0.000053562675,0.00091722416,0.0008660177,0.96343076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991474,0.00015737076,0.000039944873,0.0001564251,0.00035311203,0.00014575168],"domain_scores_gemma":[0.9982932,0.0003331063,0.00009347896,0.00045552338,0.00046996758,0.00035482153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000525516,0.00062736805,0.0006147906,0.0013349411,0.003153738,0.0071380055,0.00089765276,0.0014313824,0.30766368],"category_scores_gemma":[0.003295104,0.00027759897,0.00071707414,0.0022148297,0.0014641358,0.004894276,0.004080079,0.0023039267,0.12828457],"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":[0.00006736461,0.000030075871,0.0003401145,0.00018888582,0.000009048941,0.00023881666,0.0016424299,0.000163227,0.0013046005,0.1222432,0.761912,0.11186029],"study_design_scores_gemma":[0.000001044018,0.0000042614156,0.00011473788,0.000023867848,0.0000011192457,0.00007210869,0.00020733553,0.000026417436,0.00006652823,0.0017870382,0.99769336,0.0000021340866],"about_ca_topic_score_codex":0.0017910644,"about_ca_topic_score_gemma":0.0031503981,"teacher_disagreement_score":0.30766368,"about_ca_system_score_codex":0.0016614619,"about_ca_system_score_gemma":0.0010662362,"threshold_uncertainty_score":0.98753375},"labels":[],"label_agreement":null},{"id":"W2386612288","doi":"","title":"FABRIC ARCHITECTURAL DESIGN ELEMENTS","year":2000,"lang":"en","type":"article","venue":"Shijie jianzhu","topic":"Architecture and Computational 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; Membrane; Membrane structure; Engineering; Scheme (mathematics); Architectural engineering; Computer architecture; Computer science; Visual arts; Art; Chemistry","score_opus":0.00958565254856099,"score_gpt":0.19224755782000774,"score_spread":0.18266190527144674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386612288","genre_codex":"methods","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":[0.016413972,0.00068322476,0.5915681,0.0005983366,0.00027108518,0.00024798908,0.0007434123,0.0017896171,0.38768417],"genre_scores_gemma":[0.2263839,0.0014255069,0.60046774,0.00038086885,0.000100374105,0.00069700554,0.0021039215,0.0011930029,0.1672477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995652,0.00011165616,0.00003253299,0.0000782532,0.00014922307,0.00006323494],"domain_scores_gemma":[0.9997565,0.00004450087,0.000019382509,0.000077149154,0.00007489971,0.000027519925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040692944,0.00096796715,0.00025907723,0.0007721371,0.0010826875,0.002178358,0.00073073624,0.0006005647,0.032297637],"category_scores_gemma":[0.0008161771,0.00049535296,0.00066425325,0.0006079038,0.0010267607,0.0013662116,0.0017239157,0.00093391247,0.008361699],"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":[0.000059831447,0.0000395873,0.00076041766,0.00039130443,0.000027257114,0.00025796393,0.0008103355,0.014991524,0.012144367,0.8167157,0.015858296,0.13794336],"study_design_scores_gemma":[0.000023124732,0.00006367151,0.00049585657,0.00013408027,0.000031480155,0.0005559381,0.000515258,0.020157266,0.008090494,0.11314506,0.8567597,0.000028120032],"about_ca_topic_score_codex":0.0008787773,"about_ca_topic_score_gemma":0.0017744858,"teacher_disagreement_score":0.032297637,"about_ca_system_score_codex":0.00083366473,"about_ca_system_score_gemma":0.00067563285,"threshold_uncertainty_score":0.10804635},"labels":[],"label_agreement":null},{"id":"W2389871187","doi":"","title":"The Environment and Greening Design of Living Quarter","year":2003,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Greening; Quarter (Canadian coin); Architectural engineering; Engineering; Geography; Ecology; Biology; Archaeology","score_opus":0.007324220861160586,"score_gpt":0.1610123008001241,"score_spread":0.15368807993896352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389871187","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":[0.040894248,0.000845583,0.73124844,0.0020472663,0.00043375196,0.000068142224,0.00013005972,0.00027945478,0.22405308],"genre_scores_gemma":[0.6850944,0.0013342935,0.19318083,0.0004164938,0.00014031399,0.0001662015,0.00014159046,0.00032164968,0.11920426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996044,0.000111785106,0.000016943355,0.000069769114,0.00013250008,0.00006460895],"domain_scores_gemma":[0.9998275,0.000040034167,0.000020217984,0.00003363216,0.000052640687,0.000025807853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003839173,0.00045825567,0.00052095676,0.00046328647,0.0016561301,0.0020576976,0.0009302283,0.00080461055,0.0120088095],"category_scores_gemma":[0.00091457355,0.00034007075,0.00075059466,0.00045988002,0.0020703813,0.0018011773,0.0015954761,0.00075992546,0.00096194807],"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":[0.000024438701,0.000015139727,0.00025372696,0.00008693555,0.0000071610216,0.000096985554,0.00029776065,0.05281295,0.0015357203,0.9204346,0.002379128,0.022055514],"study_design_scores_gemma":[0.000014784043,0.00006264165,0.0003946028,0.000046058765,0.000017952423,0.00015969538,0.0006169495,0.09037469,0.002735502,0.81243736,0.09310769,0.000032132746],"about_ca_topic_score_codex":0.0020625256,"about_ca_topic_score_gemma":0.002620834,"teacher_disagreement_score":0.0120088095,"about_ca_system_score_codex":0.0011078623,"about_ca_system_score_gemma":0.0008631829,"threshold_uncertainty_score":0.04017347},"labels":[],"label_agreement":null},{"id":"W2390051750","doi":"","title":"Design of Low-Rise Residential Quarters in Fuxing Manor","year":2010,"lang":"en","type":"article","venue":"Shanghai Construction Science & Technology","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Residence; Engineering; Civil engineering; Architectural engineering; Space (punctuation); Quality (philosophy); Residential area; Transport engineering; Geography; Computer science; Archaeology; Physics","score_opus":0.005844206265712092,"score_gpt":0.22039311410147827,"score_spread":0.2145489078357662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390051750","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6574122,0.00019882078,0.3068878,0.00023832808,0.00008047064,0.00036794308,0.0003117974,0.0010942572,0.033408444],"genre_scores_gemma":[0.9447911,0.000053094285,0.049050286,0.00002002933,0.0000052382343,0.000111498244,0.000114632705,0.000046027602,0.005808106],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967563,0.000108286105,0.000011950857,0.00006550313,0.0000588519,0.000079764344],"domain_scores_gemma":[0.9998559,0.00001091621,0.000020124566,0.000021222439,0.000045439858,0.000046395595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028412245,0.0003925725,0.00064942864,0.00038830496,0.0007827981,0.0008353573,0.0010894799,0.0005006156,0.0053659375],"category_scores_gemma":[0.0002846623,0.00039169568,0.0003964595,0.00030005226,0.00046502682,0.00027603365,0.00074449816,0.00027161336,0.0008887106],"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":[0.0012547022,0.0004108825,0.014778453,0.0002979125,0.00007515553,0.0010920371,0.000664347,0.808485,0.06701369,0.013915907,0.004280757,0.08773126],"study_design_scores_gemma":[0.00013362819,0.0010804267,0.006029908,0.000017438151,0.000053531032,0.00025535014,0.0007330137,0.9674509,0.010490333,0.0023887742,0.011332682,0.0000340472],"about_ca_topic_score_codex":0.0034275707,"about_ca_topic_score_gemma":0.0057515386,"teacher_disagreement_score":0.0053659375,"about_ca_system_score_codex":0.00066540006,"about_ca_system_score_gemma":0.0010323018,"threshold_uncertainty_score":0.017950833},"labels":[],"label_agreement":null},{"id":"W2403942510","doi":"","title":"New proposal for a retractable roof over a courtyard in Tabriz Islamic Art University","year":2013,"lang":"en","type":"article","venue":"Iran University of Science & Technology","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Roof; Exhibition; Architectural engineering; Software deployment; Architecture; Process (computing); Beauty; Track (disk drive); Islam; Engineering; Flat roof; Civil engineering; Construction engineering; Computer science; Mechanical engineering; Geography; Archaeology","score_opus":0.004813297200756375,"score_gpt":0.17493006589613483,"score_spread":0.17011676869537845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403942510","genre_codex":"methods","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":[0.19358775,0.0017382832,0.55871546,0.00295277,0.001105542,0.0007121929,0.0004303392,0.002425245,0.23833235],"genre_scores_gemma":[0.63377446,0.0008960126,0.2820634,0.00023728571,0.00013731235,0.00020864281,0.00036809157,0.0001250762,0.082189776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962723,0.0000642786,0.000014459095,0.00007195993,0.00015063332,0.00007143263],"domain_scores_gemma":[0.99989593,0.0000062624736,0.000009981822,0.00002263555,0.000037235422,0.000027950748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002693723,0.0003876769,0.00015729672,0.00062124507,0.0013189713,0.0013675159,0.00093723426,0.0009385295,0.009183232],"category_scores_gemma":[0.00020526843,0.00024879925,0.00044230954,0.0004423243,0.0006061381,0.00081508985,0.00104958,0.0005656659,0.0014645807],"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":[0.00030906685,0.00023562444,0.0072594015,0.00065611035,0.00004457956,0.005894382,0.0034350525,0.038499948,0.12426606,0.2802599,0.03851552,0.5006244],"study_design_scores_gemma":[0.00008272354,0.0005129322,0.013661211,0.00021547616,0.00008810143,0.0044278344,0.004832968,0.08121798,0.029883888,0.01501588,0.8499194,0.00014155712],"about_ca_topic_score_codex":0.00481828,"about_ca_topic_score_gemma":0.0077473796,"teacher_disagreement_score":0.009183232,"about_ca_system_score_codex":0.00081345957,"about_ca_system_score_gemma":0.0009225269,"threshold_uncertainty_score":0.03072095},"labels":[],"label_agreement":null},{"id":"W2411593898","doi":"10.1126/science.331.6016.396","title":"Treading Air","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Architecture and Computational 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":"Environmental science; Humidity; Meteorology; Air humidity; Wind tunnel; Wind speed; Air temperature; Atmospheric sciences; Geography; Engineering; Geology; Aerospace engineering","score_opus":0.018948381117135777,"score_gpt":0.18894929032114968,"score_spread":0.1700009092040139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411593898","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":[0.08343541,0.0020083517,0.046366457,0.002003824,0.0036910293,0.00019775213,0.0021718452,0.004121703,0.85600364],"genre_scores_gemma":[0.359996,0.0014262206,0.020138409,0.0007434203,0.00014813506,0.00006807403,0.0023487152,0.0006199367,0.6145111],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965847,0.000013445221,0.000008021177,0.00006692622,0.00015695997,0.00009618324],"domain_scores_gemma":[0.99958783,0.000020365786,0.0000116405745,0.00007010377,0.00019967201,0.00011031711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020494299,0.00044095167,0.00030427138,0.0004222868,0.0027995557,0.001782562,0.0008012769,0.0006128518,0.072047874],"category_scores_gemma":[0.000557891,0.00019690077,0.00024888868,0.00045827904,0.00073220395,0.0009824585,0.0013537343,0.0009973324,0.015762812],"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":[0.00078635634,0.00022659083,0.009829412,0.00042003285,0.00002941302,0.001158296,0.002172012,0.003565983,0.070410445,0.059492253,0.25676364,0.59514564],"study_design_scores_gemma":[0.000036526384,0.00026562475,0.010200157,0.00015195138,0.000026399348,0.0003354704,0.001729258,0.004478795,0.013008549,0.005802191,0.96391296,0.0000520431],"about_ca_topic_score_codex":0.071770996,"about_ca_topic_score_gemma":0.16513662,"teacher_disagreement_score":0.072047874,"about_ca_system_score_codex":0.0009527036,"about_ca_system_score_gemma":0.002745454,"threshold_uncertainty_score":0.24102414},"labels":[],"label_agreement":null},{"id":"W24495819","doi":"10.17269/cjph.104.4115","title":"Biomimetismo e Ecodesign","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Ecodesign; Engineering; Manufacturing engineering","score_opus":0.007111793870614252,"score_gpt":0.19770622554170084,"score_spread":0.19059443167108658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W24495819","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":[0.05101791,0.023404608,0.25982782,0.012765721,0.0022526123,0.00017227331,0.00090132933,0.00070198113,0.6489557],"genre_scores_gemma":[0.5814259,0.024726875,0.16653079,0.00223045,0.0008685186,0.0004892691,0.0010988876,0.00056965527,0.22205962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899334,0.0004312834,0.00003901569,0.00016735283,0.00028743097,0.00008147341],"domain_scores_gemma":[0.9988617,0.00043743587,0.00012652249,0.00025998068,0.00023794048,0.00007641552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013083763,0.0005640631,0.00044315783,0.0010819285,0.0011642189,0.003993541,0.00057693117,0.0009615184,0.02529794],"category_scores_gemma":[0.0031399913,0.00030446172,0.0004962388,0.001942413,0.0023347638,0.001481166,0.0015602814,0.0010449099,0.0050835353],"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":[0.000052527295,0.00006469044,0.0042728833,0.0005360513,0.000027207278,0.00023083012,0.0012631353,0.016800402,0.0033183475,0.65719837,0.026319267,0.28991634],"study_design_scores_gemma":[0.000018483797,0.000081110906,0.004308142,0.00038023118,0.00001571606,0.00066728255,0.0011772627,0.008119105,0.0017409945,0.25505376,0.7284013,0.00003657423],"about_ca_topic_score_codex":0.0019309333,"about_ca_topic_score_gemma":0.0033838334,"teacher_disagreement_score":0.02529794,"about_ca_system_score_codex":0.001256189,"about_ca_system_score_gemma":0.001563869,"threshold_uncertainty_score":0.08463001},"labels":[],"label_agreement":null},{"id":"W2461226365","doi":"","title":"Designing, Simulating, and Prototyping Acoustic Architecture","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bespoke; Architecture; Workflow; Systems engineering; Architectural design; Engineering; Computer science; Architectural technology; Rapid prototyping; Software engineering; Computer architecture; Architectural engineering; Mechanical engineering","score_opus":0.0071445227963702505,"score_gpt":0.18882053125423334,"score_spread":0.18167600845786308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461226365","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03990829,0.00043162258,0.91153663,0.00038930625,0.000187,0.0001893115,0.000098343226,0.0015496933,0.045709874],"genre_scores_gemma":[0.29558682,0.0013252995,0.65699357,0.0000901532,0.000041603154,0.00035948036,0.0002833283,0.000517475,0.044802207],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993117,0.00015159007,0.000026629594,0.00008320308,0.0003632294,0.00006365163],"domain_scores_gemma":[0.99931204,0.0002448953,0.000030712752,0.00017693178,0.00017824907,0.000057151676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009102915,0.00051230233,0.00033755292,0.000526835,0.0007763873,0.002430995,0.00088087015,0.0008774407,0.0070450976],"category_scores_gemma":[0.0022023094,0.0005756527,0.0005568736,0.0003901688,0.0011333104,0.0013304612,0.0014889112,0.0008616245,0.0016460324],"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":[0.00009233045,0.00008516577,0.0025602183,0.0004293238,0.000049301823,0.00036049008,0.0019859723,0.48263302,0.12844619,0.16478144,0.006742322,0.21183418],"study_design_scores_gemma":[0.00005989684,0.00026575042,0.0019538025,0.00016528035,0.000046009143,0.0004678196,0.0006778633,0.62536776,0.067017846,0.032632604,0.2712532,0.00009211326],"about_ca_topic_score_codex":0.0062123514,"about_ca_topic_score_gemma":0.008771689,"teacher_disagreement_score":0.0070450976,"about_ca_system_score_codex":0.0011932129,"about_ca_system_score_gemma":0.0022649632,"threshold_uncertainty_score":0.023568153},"labels":[],"label_agreement":null},{"id":"W2461485409","doi":"","title":"Essamplaire: an approach to working at the technology | art | design interface in textiles","year":2011,"lang":"en","type":"dataset","venue":"Figshare","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Research; Atlantic Canada Opportunities Agency; Loughborough University; De Montfort University","keywords":"Architectural engineering; Interface (matter); Clothing; Computer science; Human–computer interaction; Engineering; Visual arts; Engineering drawing; Art; History","score_opus":0.0611116703080588,"score_gpt":0.24451961139771808,"score_spread":0.18340794108965927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461485409","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042171907,0.0004756937,0.0003222301,0.00014302749,0.00004466745,0.0000324512,0.9966834,0.0005041553,0.001372563],"genre_scores_gemma":[0.0009236404,0.00022534198,0.0013034819,0.00008767837,0.000008910637,0.00023112138,0.9962997,0.00009238522,0.00082779076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981358,0.0004913244,0.00024899087,0.0004951132,0.00041344197,0.0002151953],"domain_scores_gemma":[0.99638015,0.0016165988,0.00036727605,0.0007418975,0.0005994494,0.00029469133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015279978,0.002801111,0.0013351961,0.006159448,0.0013223101,0.0033836544,0.00354635,0.003171748,0.045817345],"category_scores_gemma":[0.009305585,0.0008011669,0.003157303,0.0071461448,0.0006092303,0.0019987815,0.0047775363,0.0027010196,0.051835533],"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":[0.00015341477,0.00007716968,0.0040237955,0.0038781024,0.00015475492,0.000057170273,0.00018382263,0.0011540494,0.00023561866,0.0019452727,0.97889555,0.009241315],"study_design_scores_gemma":[0.00016518016,0.000023613546,0.0069379327,0.0008659783,0.00008748056,0.000051105268,0.00024273034,0.0007602617,0.00026133438,0.0020629873,0.98850274,0.000038600163],"about_ca_topic_score_codex":0.0361283,"about_ca_topic_score_gemma":0.11925833,"teacher_disagreement_score":0.045817345,"about_ca_system_score_codex":0.0017320738,"about_ca_system_score_gemma":0.0026779415,"threshold_uncertainty_score":0.1532743},"labels":[],"label_agreement":null},{"id":"W2465586121","doi":"","title":"Video - Uncertainty and Interface Among Food Production, Urban Design, and Natural Capital in Alberta. Presentation by Brad Stelfox","year":2016,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Presentation (obstetrics); Production (economics); Capital (architecture); Natural (archaeology); Food processing; Business; Computer science; Operations management; Engineering; Economics; Geography; Medicine; Food science; Microeconomics; Chemistry","score_opus":0.004304574782366493,"score_gpt":0.18763308056606215,"score_spread":0.18332850578369567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465586121","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":[0.66920775,0.0077576865,0.0093914885,0.048503958,0.00082773395,0.000054738808,0.0043990817,0.00034750378,0.25951004],"genre_scores_gemma":[0.95087224,0.0018873712,0.0015531592,0.0004732457,0.00010245251,0.000010238438,0.0008066303,0.00003868555,0.044255976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998306,0.000042695367,0.0000030367025,0.000022959699,0.000051500934,0.00004926961],"domain_scores_gemma":[0.99947876,0.00021176565,0.000023635375,0.000015513144,0.00015275834,0.00011763321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007000363,0.00023603541,0.00018187882,0.0005888414,0.0020857092,0.0026302312,0.0008177582,0.00071457395,0.016893456],"category_scores_gemma":[0.0020628623,0.00012142732,0.00013290867,0.0014803882,0.0014698593,0.0010379817,0.0011869502,0.0008387088,0.0004448555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014456167,0.00020069894,0.13085815,0.000531172,0.00010105408,0.0018239825,0.05587901,0.022366855,0.003174781,0.08763713,0.29534066,0.40064088],"study_design_scores_gemma":[0.00003842268,0.00009083272,0.2936073,0.000486161,0.00008629337,0.00026025358,0.13411298,0.022689655,0.0017552376,0.0463615,0.50039184,0.00011958059],"about_ca_topic_score_codex":0.91886973,"about_ca_topic_score_gemma":0.9712427,"teacher_disagreement_score":0.081130266,"about_ca_system_score_codex":0.011169201,"about_ca_system_score_gemma":0.0090081785,"threshold_uncertainty_score":0.16321605},"labels":[],"label_agreement":null},{"id":"W2469531024","doi":"","title":"MODA E DESIGN: IL PROGETTO DELL'ECCELLENZA","year":2007,"lang":"it","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"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":0.022653369101247735,"score_gpt":0.2320967790303846,"score_spread":0.20944340992913685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469531024","genre_codex":"methods","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":[0.01519726,0.058102757,0.46851546,0.075113975,0.0035196275,0.00023008841,0.00023915543,0.000658612,0.37842306],"genre_scores_gemma":[0.43555734,0.045982808,0.31102055,0.01255576,0.0034750253,0.0008569404,0.0003890997,0.0009779074,0.18918459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99323225,0.0030923954,0.00027343215,0.0011335529,0.0018546544,0.00041379264],"domain_scores_gemma":[0.98999244,0.0051558637,0.00042163904,0.0025575543,0.0014180761,0.00045434208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009721464,0.0010593659,0.00066830096,0.0015578853,0.0026312736,0.01178496,0.0018011703,0.0034758332,0.012153809],"category_scores_gemma":[0.0125649,0.0007545674,0.0008089353,0.0013000371,0.025223106,0.014414553,0.0052447096,0.0053229444,0.0033702464],"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":[0.000013503691,0.000011249342,0.00027127544,0.00016223456,0.000012201361,0.000024841731,0.0011931631,0.0006388899,0.00033060645,0.9613457,0.0060183313,0.029977992],"study_design_scores_gemma":[0.000014576711,0.000049934024,0.0004074682,0.00043095174,0.000017770428,0.00018861481,0.00063114334,0.0015701039,0.00087405194,0.5316454,0.46413916,0.00003074938],"about_ca_topic_score_codex":0.0027409575,"about_ca_topic_score_gemma":0.0028131306,"teacher_disagreement_score":0.012153809,"about_ca_system_score_codex":0.004898686,"about_ca_system_score_gemma":0.006481001,"threshold_uncertainty_score":0.051412582},"labels":[],"label_agreement":null},{"id":"W2490153852","doi":"10.20396/parc.v4i2.8634551","title":"Chat with Branko Kolarevic","year":2013,"lang":"en","type":"article","venue":"PARC Pesquisa em Arquitetura e Construção","topic":"Architecture and Computational 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; Mechatronics; Computer science; Process (computing); Automation; Drone; Software engineering; Multimedia; Engineering management; Engineering; Artificial intelligence; Visual arts; Programming language","score_opus":0.0044882202786925875,"score_gpt":0.16531640070026102,"score_spread":0.16082818042156843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490153852","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":[0.01583024,0.052833576,0.013901039,0.16691491,0.15295443,0.00052377145,0.0058351853,0.008587906,0.58261895],"genre_scores_gemma":[0.07051965,0.016992014,0.0039439546,0.058253065,0.021090917,0.0007522451,0.002892418,0.0037076676,0.82184815],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99935263,0.00019766904,0.000030884596,0.00013187125,0.00015864032,0.00012827193],"domain_scores_gemma":[0.997396,0.00094135397,0.00013615347,0.00012299808,0.00050495524,0.00089858985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009583959,0.0011773115,0.0010988378,0.001497327,0.0033938983,0.0030255658,0.00089832745,0.0021087392,0.1844821],"category_scores_gemma":[0.007046108,0.00036926736,0.0003916619,0.00081216503,0.0006731889,0.0036418596,0.0037279073,0.005228663,0.11078029],"study_design_candidate":"qualitative","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":[0.00023328583,0.000064540334,0.00019629992,0.00019956165,0.0000066610432,0.0003701056,0.0011618701,0.00006700018,0.0009392919,0.0026573162,0.96810246,0.026001547],"study_design_scores_gemma":[0.000013373212,0.000024840188,0.00024837596,0.00013646024,0.000004160331,0.0002887026,0.0010880503,0.00011590102,0.00023253703,0.0008076162,0.9970202,0.000019654932],"about_ca_topic_score_codex":0.0012438098,"about_ca_topic_score_gemma":0.0020492247,"teacher_disagreement_score":0.1844821,"about_ca_system_score_codex":0.00092731166,"about_ca_system_score_gemma":0.0009390724,"threshold_uncertainty_score":0.6171541},"labels":[],"label_agreement":null},{"id":"W2493605318","doi":"10.1016/b978-1-85573-995-6.50004-9","title":"Elements of Woven Design","year":2004,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Architecture and Computational Design","field":"Engineering","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":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Materials science","score_opus":0.014654563969042196,"score_gpt":0.20695425039897072,"score_spread":0.19229968642992853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493605318","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042932373,0.0032099113,0.23881072,0.00072336465,0.0004424094,0.000048639282,0.000058711707,0.0003247702,0.7520882],"genre_scores_gemma":[0.119267374,0.006654215,0.1158228,0.00036649525,0.00025113486,0.00027801064,0.00019559074,0.0005771523,0.7565872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997346,0.00007234379,0.000013331762,0.000045817465,0.00010352221,0.000030332605],"domain_scores_gemma":[0.99985003,0.000043911845,0.000006674224,0.000054601664,0.000030441512,0.00001440195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030133632,0.0010565041,0.0004320619,0.0009333378,0.00095499004,0.0034949535,0.0007846869,0.00093314133,0.03273744],"category_scores_gemma":[0.0008122192,0.00057386374,0.00046841556,0.00095111044,0.0023900466,0.0026231296,0.0017998788,0.0014643415,0.0077948873],"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":[0.0000056219774,0.0000070764586,0.000036670215,0.00004843802,0.0000041127264,0.000034734057,0.0003297274,0.0015874774,0.0005400989,0.9436009,0.005950977,0.047854193],"study_design_scores_gemma":[0.0000047590247,0.000013164484,0.00006287244,0.00010299261,0.0000063957464,0.00012020702,0.00015370871,0.003924636,0.0005567035,0.68494654,0.31010094,0.0000071039763],"about_ca_topic_score_codex":0.0005460974,"about_ca_topic_score_gemma":0.0007832514,"teacher_disagreement_score":0.03273744,"about_ca_system_score_codex":0.00071177003,"about_ca_system_score_gemma":0.00043971025,"threshold_uncertainty_score":0.109517634},"labels":[],"label_agreement":null},{"id":"W2501862125","doi":"10.5840/cpsem20071","title":"Baudrillard, Simulated Ecology, and Recovering Remainders of the Real","year":2007,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Environmental science; Biology","score_opus":0.01371789202805802,"score_gpt":0.2091985774299334,"score_spread":0.19548068540187538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501862125","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":[0.037672777,0.00878736,0.6703216,0.006435719,0.00069790037,0.000047313606,0.00019820362,0.00026348748,0.27557567],"genre_scores_gemma":[0.7868835,0.0036328721,0.12999178,0.0006786629,0.00036042312,0.000101944155,0.00024242219,0.0003585916,0.07774986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99936837,0.00037096275,0.00002002008,0.00010836065,0.00009474143,0.00003759766],"domain_scores_gemma":[0.9992399,0.0004461567,0.000041289222,0.00017009056,0.00006564232,0.000036927857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010063818,0.00046216988,0.0005471725,0.0011092727,0.0017905019,0.0030137212,0.0006950489,0.0011658752,0.00681672],"category_scores_gemma":[0.00477493,0.00034991963,0.00054167566,0.0010158443,0.009224214,0.004466257,0.0017865705,0.0015579602,0.0008909447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013141274,0.0000015690315,0.00004811474,0.000014462463,0.000002168539,0.000008252984,0.00021919739,0.0019984462,0.00008156666,0.99210185,0.001048259,0.004462998],"study_design_scores_gemma":[0.0000042049196,0.0000040865625,0.000044224704,0.000014288842,0.0000018762643,0.000023871775,0.00014021568,0.0043417783,0.00015433069,0.97874296,0.01652317,0.0000049646337],"about_ca_topic_score_codex":0.0037553671,"about_ca_topic_score_gemma":0.005430419,"teacher_disagreement_score":0.00681672,"about_ca_system_score_codex":0.0014314777,"about_ca_system_score_gemma":0.0009240712,"threshold_uncertainty_score":0.0228042},"labels":[],"label_agreement":null},{"id":"W2502974220","doi":"10.1007/978-0-8176-4875-6","title":"Symmetry and Spaces","year":2009,"lang":"en","type":"book","venue":"Progress in mathematics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Symmetry (geometry); Mathematics; Theoretical physics; Physics; Pure mathematics; Geometry","score_opus":0.009639710074514682,"score_gpt":0.22970715107721384,"score_spread":0.22006744100269915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502974220","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":[0.05848809,0.012540618,0.08371109,0.0036634943,0.0013323282,0.00012686453,0.0009117201,0.0004911829,0.8387346],"genre_scores_gemma":[0.6925474,0.006101028,0.02851559,0.0013276917,0.0011727229,0.00014955169,0.0010284524,0.0001915983,0.26896593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99951875,0.0001216215,0.000024086672,0.00010889851,0.00013741113,0.00008934072],"domain_scores_gemma":[0.99974006,0.00006477004,0.000027528396,0.00007387877,0.00004833656,0.000045363635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000477044,0.0004792262,0.0003526969,0.00077761273,0.0010427817,0.0022039078,0.0006116999,0.00054590974,0.017051406],"category_scores_gemma":[0.0008906816,0.00014813,0.00043946508,0.00073927914,0.0029135146,0.003364631,0.0017314423,0.0013433723,0.0035102789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052798932,0.00000268993,0.000028472665,0.000014759919,0.0000016028212,0.000016054932,0.00009248787,0.00012294215,0.0002119236,0.98961455,0.0024941845,0.007395097],"study_design_scores_gemma":[0.000007309857,0.000017995773,0.00013580588,0.00001125887,0.000002101576,0.00010892763,0.00007660362,0.00055589096,0.0004201563,0.9233573,0.07530259,0.0000040367518],"about_ca_topic_score_codex":0.00080365775,"about_ca_topic_score_gemma":0.00047138843,"teacher_disagreement_score":0.017051406,"about_ca_system_score_codex":0.0011779716,"about_ca_system_score_gemma":0.00067908753,"threshold_uncertainty_score":0.0570426},"labels":[],"label_agreement":null},{"id":"W2505291872","doi":"10.1007/978-981-10-0321-9_12","title":"Still and Useless: The Ultimate Automaton","year":2016,"lang":"en","type":"book-chapter","venue":"Cognitive science and technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Automaton; Robot; Computer science; Point (geometry); Illusion; Interactivity; Artificial life; Artificial intelligence; Human–computer interaction; Psychology; Mathematics; World Wide Web; Cognitive psychology","score_opus":0.007913901054245819,"score_gpt":0.20852103120892176,"score_spread":0.20060713015467593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505291872","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":[0.0069098473,0.011312912,0.104068965,0.0099843005,0.001358728,0.00002516962,0.00014144303,0.00026598838,0.8659328],"genre_scores_gemma":[0.48169795,0.011276817,0.058790926,0.0035094365,0.001003633,0.00019370203,0.00031840938,0.0008511344,0.4423579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99961615,0.0001554,0.000017257615,0.00008048149,0.00009063461,0.000040024635],"domain_scores_gemma":[0.9996038,0.00019925994,0.00001357377,0.00009695163,0.00005739069,0.00002894197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005237996,0.00052484917,0.0003485091,0.00048431303,0.0018435048,0.004434161,0.00085632567,0.0015442689,0.009886677],"category_scores_gemma":[0.0018624008,0.00034568415,0.0004284526,0.00047103205,0.0086958455,0.006310877,0.0016769441,0.0027201157,0.0030742516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002346047,0.0000013732061,0.000016773327,0.000010030905,7.5399504e-7,0.0000075682374,0.00023967946,0.00016372849,0.00004969967,0.9919411,0.003139388,0.0044275485],"study_design_scores_gemma":[0.0000014400365,0.000002428094,0.000017221844,0.00003099409,0.0000014443222,0.000021516964,0.00010961826,0.00064565113,0.000084692525,0.92851454,0.07056703,0.0000034262714],"about_ca_topic_score_codex":0.001995009,"about_ca_topic_score_gemma":0.003484396,"teacher_disagreement_score":0.009886677,"about_ca_system_score_codex":0.0015110731,"about_ca_system_score_gemma":0.0012998763,"threshold_uncertainty_score":0.03307426},"labels":[],"label_agreement":null},{"id":"W2521797318","doi":"","title":"Facoltà d'Ingegneria a Vancouver, British Columbia (Architects Alliance,Omicron Architecture)","year":2010,"lang":"it","type":"article","venue":"L'INDUSTRIA DELLE COSTRUZIONI","topic":"Architecture and Computational Design","field":"Engineering","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":"Architecture; Alliance; Geology; History; Archaeology","score_opus":0.008066545744556888,"score_gpt":0.19511257608524293,"score_spread":0.18704603034068604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521797318","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":[0.019040624,0.013695739,0.002684155,0.022197492,0.006325129,0.00016167221,0.006911277,0.001072184,0.92791176],"genre_scores_gemma":[0.012022378,0.001650606,0.0015472331,0.00047108266,0.000071630035,0.000024864126,0.0005680063,0.00011362569,0.9835306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983475,0.000100732184,0.00004726007,0.0003341885,0.0006117911,0.00055848155],"domain_scores_gemma":[0.99813396,0.00020978774,0.00006198475,0.00011804399,0.00093694346,0.0005393278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076287164,0.0011582308,0.0005201106,0.0015474285,0.005002961,0.0046253586,0.0009968256,0.0020689839,0.22774436],"category_scores_gemma":[0.0017983837,0.0005163397,0.0005214563,0.0015374128,0.00083115743,0.0007941024,0.001437591,0.0025792134,0.051213767],"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":[0.00032993974,0.00013780416,0.0044725584,0.00031803368,0.000031337175,0.0006377472,0.00044449084,0.0008676541,0.0017646403,0.027889436,0.7520998,0.21100645],"study_design_scores_gemma":[0.000036239828,0.000021944206,0.010486913,0.00012625176,0.000010563363,0.00014076722,0.0002856086,0.0004814268,0.0004456916,0.00087795284,0.9870701,0.00001667079],"about_ca_topic_score_codex":0.7426582,"about_ca_topic_score_gemma":0.9044933,"teacher_disagreement_score":0.2573418,"about_ca_system_score_codex":0.015885618,"about_ca_system_score_gemma":0.02512805,"threshold_uncertainty_score":0.76188076},"labels":[],"label_agreement":null},{"id":"W2532173250","doi":"","title":"LibGuides: Architecture & Architectural Technology: Toronto Architecture","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Architecture; Computer science; Computer architecture; Architectural engineering; Engineering; Geography; Archaeology","score_opus":0.006354785370971766,"score_gpt":0.2138405676740559,"score_spread":0.20748578230308415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532173250","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":[0.0017803536,0.006607465,0.014753226,0.002666718,0.000664006,0.00004892523,0.006437243,0.007969614,0.9590725],"genre_scores_gemma":[0.015361424,0.005084237,0.007337945,0.00011613587,0.00023335691,0.00008112548,0.006481849,0.003899051,0.9614048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990784,0.00008936755,0.000043205353,0.00015165155,0.00053963525,0.00009775395],"domain_scores_gemma":[0.9984877,0.00023400958,0.00007237936,0.00026526372,0.00062931434,0.00031133107],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009143301,0.0017003638,0.0007582924,0.0032009857,0.0021049108,0.008259102,0.0013178105,0.002315504,0.34277073],"category_scores_gemma":[0.00302939,0.0009014377,0.0003805727,0.0073791696,0.0011903107,0.0053909044,0.0031370746,0.00235055,0.11986667],"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":[0.000032268843,0.000020450347,0.00032517232,0.0002645799,0.00000641533,0.00008363031,0.0003593127,0.0014285203,0.0003219598,0.107020624,0.7080287,0.18210837],"study_design_scores_gemma":[0.000008108436,0.0000068470936,0.00046692544,0.00016049093,0.0000053337167,0.00008867125,0.00014722168,0.0015242015,0.00049527135,0.016621597,0.9804602,0.000015048121],"about_ca_topic_score_codex":0.071583875,"about_ca_topic_score_gemma":0.14307874,"teacher_disagreement_score":0.92841613,"about_ca_system_score_codex":0.008070416,"about_ca_system_score_gemma":0.007614019,"threshold_uncertainty_score":0.9374578},"labels":[],"label_agreement":null},{"id":"W2541901577","doi":"","title":"On the Path to Material Re-Use: Navigating the complexity of material sustainability for architectural practice","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Architecture and Computational 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":"Sustainability; Architectural engineering; Path (computing); Computer science; Construction engineering; Engineering; Programming language","score_opus":0.013490283311082672,"score_gpt":0.22567200021573383,"score_spread":0.21218171690465115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541901577","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":[0.33778602,0.01589291,0.10828823,0.19434439,0.00048112267,0.00029639425,0.00013488812,0.00024831938,0.34252772],"genre_scores_gemma":[0.96739244,0.003662976,0.020406073,0.0017209915,0.0000506965,0.000124168,0.000039111197,0.00011564905,0.0064877938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9850006,0.010575492,0.0003217699,0.0010473747,0.0019313856,0.0011234944],"domain_scores_gemma":[0.97973686,0.01417744,0.0012096581,0.0017752104,0.0020737436,0.0010270897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018158875,0.00068039866,0.00074061076,0.003583061,0.012864329,0.02259098,0.0025549121,0.0037017653,0.0058529284],"category_scores_gemma":[0.01725086,0.0007626078,0.0005743823,0.0033441286,0.075764164,0.024291474,0.013790941,0.005542879,0.00060502125],"study_design_candidate":"qualitative","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":[0.000015928783,0.000034652123,0.0033743768,0.00037112553,0.000016125034,0.00030164467,0.41979432,0.0005968084,0.00043161365,0.53782374,0.00272824,0.03451142],"study_design_scores_gemma":[0.000009523041,0.000032922697,0.0029362086,0.0012663583,0.000018806668,0.00022219145,0.38772228,0.0012928832,0.0005272622,0.39406323,0.21187009,0.000038170932],"about_ca_topic_score_codex":0.0425689,"about_ca_topic_score_gemma":0.069904245,"teacher_disagreement_score":0.0425689,"about_ca_system_score_codex":0.023748916,"about_ca_system_score_gemma":0.024384763,"threshold_uncertainty_score":0.1723113},"labels":[],"label_agreement":null},{"id":"W2562945712","doi":"","title":"Overview : Development of Cellulosic Biomaterials at FPInnovations in Canada","year":2016,"lang":"en","type":"article","venue":"한국펄프·종이공학회 학술발표논문집","topic":"Architecture and Computational Design","field":"Engineering","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":"Cellulosic ethanol; Business; Engineering; Cellulose; Chemical engineering","score_opus":0.016228060176229624,"score_gpt":0.18653213444086142,"score_spread":0.1703040742646318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562945712","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":[0.23309475,0.06216142,0.057254862,0.010478112,0.0013553445,0.0023326422,0.009295788,0.002153976,0.6218731],"genre_scores_gemma":[0.45022807,0.07384818,0.12639043,0.0017197389,0.00013294005,0.00053546287,0.006781223,0.0006351367,0.33972892],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987581,0.000040659645,0.000023276614,0.00009500223,0.0007508651,0.00033197162],"domain_scores_gemma":[0.99932146,0.000023171506,0.0000333832,0.00002450666,0.00046488157,0.00013271306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452064,0.0008789201,0.00033025598,0.0019384532,0.002820088,0.0029914037,0.0012174676,0.0010483878,0.0059276433],"category_scores_gemma":[0.00056001404,0.00035312775,0.00063053664,0.0026325365,0.0007246334,0.0006137807,0.00090500835,0.0008004478,0.0017845605],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047225133,0.00051953143,0.014972192,0.0021089723,0.00011665198,0.001321818,0.0013959224,0.03040203,0.12320769,0.06599591,0.11113656,0.6483504],"study_design_scores_gemma":[0.000027674072,0.00017682924,0.012704998,0.00025825016,0.000042035168,0.00020117799,0.0006217582,0.0025750487,0.04921089,0.0012769682,0.93284917,0.000055170993],"about_ca_topic_score_codex":0.823722,"about_ca_topic_score_gemma":0.9188228,"teacher_disagreement_score":0.176278,"about_ca_system_score_codex":0.03238862,"about_ca_system_score_gemma":0.05685375,"threshold_uncertainty_score":0.3546322},"labels":[],"label_agreement":null},{"id":"W2564280765","doi":"10.14288/1.0305043","title":"Testing inhabitant agency in interactive architecture : a user-centered design and research approach","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Architecture and Computational Design","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":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Architecture; Agency (philosophy); Architectural engineering; Computer science; Human–computer interaction; Engineering; Sociology; Geography","score_opus":0.06903807955028338,"score_gpt":0.30107032494030983,"score_spread":0.23203224539002645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564280765","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":[0.6329942,0.0009094965,0.3210902,0.0014187207,0.00017382097,0.013618344,0.00031243914,0.0004896687,0.028993152],"genre_scores_gemma":[0.7110944,0.00050280866,0.26890692,0.00041770216,0.000030632353,0.014926065,0.00017437359,0.00012945155,0.0038177592],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9484851,0.04365202,0.0016132225,0.0024638386,0.0028192014,0.00096658035],"domain_scores_gemma":[0.94143206,0.044999905,0.0020931445,0.005581274,0.004716306,0.0011772793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03608764,0.0010323225,0.00099845,0.0028711625,0.0023091445,0.0066887597,0.002661957,0.0018415914,0.005040373],"category_scores_gemma":[0.042969573,0.00079974596,0.0016157943,0.001478511,0.007309069,0.00483201,0.0061009326,0.002204601,0.0007902891],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013195034,0.0042639794,0.030946149,0.006772642,0.00031391042,0.00088255364,0.45835242,0.010027005,0.031028444,0.19224656,0.00293315,0.26091373],"study_design_scores_gemma":[0.0020770163,0.028370246,0.046010327,0.007399895,0.001207167,0.0017488237,0.43035182,0.03642763,0.0824643,0.118399695,0.24473631,0.000806743],"about_ca_topic_score_codex":0.0008808354,"about_ca_topic_score_gemma":0.0010491653,"teacher_disagreement_score":0.03608764,"about_ca_system_score_codex":0.0035622925,"about_ca_system_score_gemma":0.0036162126,"threshold_uncertainty_score":0.19085199},"labels":[],"label_agreement":null},{"id":"W2565511270","doi":"10.2495/dne-v12-n2-214-224","title":"Behavior of natural organisms as a mimicking tool in architecture","year":2016,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Natural (archaeology); Engineering; Computer science; Architectural engineering; Biology; Geography; Paleontology; Archaeology","score_opus":0.004948874286718625,"score_gpt":0.22348075137548618,"score_spread":0.21853187708876756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565511270","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":[0.5136791,0.0014413279,0.35558546,0.0022052643,0.00028825595,0.00012703628,0.0001394896,0.00072560273,0.12580846],"genre_scores_gemma":[0.9306062,0.0005026775,0.05716482,0.00020372414,0.000025139461,0.00009507016,0.000053364933,0.00009399795,0.011254961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968207,0.0001493909,0.000010426037,0.000068462185,0.00006636259,0.000023300325],"domain_scores_gemma":[0.9997689,0.00007238354,0.000030726736,0.00006226535,0.000024380279,0.00004128658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002626304,0.0002927802,0.0002511856,0.00037756,0.0008379574,0.0013075274,0.0006129444,0.0012075751,0.0025609268],"category_scores_gemma":[0.0009065566,0.00034517355,0.0004852159,0.00026520423,0.0026578624,0.0013108691,0.0015948063,0.0006285267,0.0005755748],"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":[0.00006924242,0.00011060003,0.006699903,0.00031642668,0.00008790179,0.0010806214,0.004707241,0.24122764,0.13242126,0.57844347,0.002417333,0.032418467],"study_design_scores_gemma":[0.000078938174,0.00044421785,0.009409313,0.00013386384,0.00009323455,0.0016832845,0.0019895984,0.5545929,0.012281147,0.33326766,0.08581765,0.00020810732],"about_ca_topic_score_codex":0.0012758985,"about_ca_topic_score_gemma":0.0009277619,"teacher_disagreement_score":0.0025609268,"about_ca_system_score_codex":0.00050141703,"about_ca_system_score_gemma":0.00046887505,"threshold_uncertainty_score":0.008567095},"labels":[],"label_agreement":null},{"id":"W2567875689","doi":"10.1002/adom.201770005","title":"Transparent Wood: Luminescent Transparent Wood (Advanced Optical Materials 1/2017)","year":2017,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Architecture and Computational Design","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":"University of Alberta","funders":"","keywords":"Luminescence; Materials science; Planar; Optoelectronics; Optical materials; Computer science","score_opus":0.025378629205854625,"score_gpt":0.27133949530889667,"score_spread":0.24596086610304205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567875689","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":[0.6581715,0.04011643,0.090729125,0.0009492262,0.0024902516,0.0003453791,0.00198529,0.0023661572,0.20284675],"genre_scores_gemma":[0.85802156,0.00903597,0.039149474,0.00046594307,0.00020135152,0.000119944,0.001556597,0.00033054774,0.09111854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998628,0.000006520799,0.000005080196,0.00003283265,0.000058878584,0.000033884953],"domain_scores_gemma":[0.99995375,0.000004284942,0.000011916632,0.0000057667617,0.00001105423,0.000013209378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014169887,0.00040783407,0.00014362301,0.0008008582,0.00031522528,0.00061983604,0.00028248914,0.00057604344,0.0054235035],"category_scores_gemma":[0.00010082086,0.00021194619,0.00027139645,0.00041806157,0.00032384502,0.00053410046,0.00048222046,0.00045655976,0.0019751808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006654437,0.000054066822,0.00017127235,0.00028446404,0.0000070680812,0.00026510895,0.00004817221,0.00016789557,0.9552911,0.007929676,0.0033889117,0.032325722],"study_design_scores_gemma":[0.000017908003,0.00023209234,0.0013870635,0.000037091948,0.000018004033,0.0009196789,0.000034536526,0.0008053112,0.9072666,0.00081942655,0.08843985,0.000022444128],"about_ca_topic_score_codex":0.0002921322,"about_ca_topic_score_gemma":0.00069359655,"teacher_disagreement_score":0.0054235035,"about_ca_system_score_codex":0.00022554425,"about_ca_system_score_gemma":0.00020009282,"threshold_uncertainty_score":0.018143475},"labels":[],"label_agreement":null},{"id":"W2571361511","doi":"10.71781/2824","title":"La prise en compte de la lumière naturelle pendant la conception architecturale à l'aide des outils informatiques : modèles et représentation","year":2002,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Architecture and Computational 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":"Humanities; Philosophy; Physics; Art","score_opus":0.020972718055091426,"score_gpt":0.30280920386593074,"score_spread":0.2818364858108393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2571361511","genre_codex":"methods","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":[0.077244304,0.033978797,0.63492054,0.03934626,0.001606911,0.00006234373,0.00054552086,0.0012554562,0.21103989],"genre_scores_gemma":[0.6671931,0.020453874,0.19421482,0.0013241312,0.0004354015,0.0001296785,0.00042811484,0.001086826,0.11473413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837554,0.00063740485,0.000055406665,0.0002454901,0.00054326793,0.00014273965],"domain_scores_gemma":[0.9958189,0.0020363678,0.00017681222,0.0007905989,0.0010030592,0.00017422812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004470729,0.00065408944,0.00051600713,0.0013849846,0.0024623792,0.012584451,0.001410558,0.0022620643,0.007602822],"category_scores_gemma":[0.011508399,0.0007062636,0.00069526624,0.0015919267,0.006967522,0.012206304,0.0023453059,0.0035000574,0.0012904708],"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":[0.00006141581,0.000017203747,0.0011576235,0.000194568,0.000027198885,0.00012422897,0.009439431,0.005024945,0.002396933,0.88214976,0.007595411,0.09181128],"study_design_scores_gemma":[0.000026804573,0.000051508552,0.0044205748,0.00074209925,0.00009676154,0.0003822195,0.0057880734,0.02822099,0.0068186685,0.55731016,0.39601633,0.00012577971],"about_ca_topic_score_codex":0.1017267,"about_ca_topic_score_gemma":0.12787516,"teacher_disagreement_score":0.1017267,"about_ca_system_score_codex":0.008586687,"about_ca_system_score_gemma":0.0062473807,"threshold_uncertainty_score":0.2022692},"labels":[],"label_agreement":null},{"id":"W2576501426","doi":"10.4000/ambiances.756","title":"From History to Architectural Imagination: A physical ambiences laboratory to interpret past sensory experiences and speculate on future spaces","year":2016,"lang":"en","type":"article","venue":"Ambiances","topic":"Architecture and Computational Design","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Architectural engineering; Reinterpretation; Engineering; Visual arts; Humanities; Art; Aesthetics","score_opus":0.005575474736583408,"score_gpt":0.210973339726021,"score_spread":0.2053978649894376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576501426","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":[0.29194704,0.009173896,0.11509035,0.021975491,0.0008795823,0.0001844218,0.00026989618,0.00037922763,0.5601002],"genre_scores_gemma":[0.9593535,0.0021108189,0.025081769,0.00091672176,0.00015411487,0.000113696144,0.00010283214,0.000104755374,0.012061682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99860066,0.001069765,0.00002767745,0.000104884835,0.00011255268,0.00008444266],"domain_scores_gemma":[0.9976707,0.0015169407,0.00010365429,0.00037853603,0.00012318177,0.00020684696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002660285,0.00056903076,0.00031095123,0.0023455278,0.0028540632,0.007632214,0.0011069968,0.0012366499,0.007073752],"category_scores_gemma":[0.0036552174,0.00032200827,0.00046030985,0.001005333,0.024886522,0.014069943,0.006097507,0.0024190017,0.0007076386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008856911,0.000113625036,0.0032565235,0.0002797265,0.000018294253,0.00088686135,0.1889957,0.0016015922,0.0025459735,0.7438904,0.0062673483,0.052055307],"study_design_scores_gemma":[0.000037730366,0.00018696128,0.0044026626,0.0005672134,0.00001827576,0.0010269239,0.18223564,0.0026272556,0.0016956344,0.56843793,0.23867692,0.000086824504],"about_ca_topic_score_codex":0.0012410667,"about_ca_topic_score_gemma":0.0035331876,"teacher_disagreement_score":0.007632214,"about_ca_system_score_codex":0.0017222638,"about_ca_system_score_gemma":0.0013878748,"threshold_uncertainty_score":0.023664057},"labels":[],"label_agreement":null},{"id":"W2586583650","doi":"10.3130/aija.69.103_1","title":"CONSIDERATIONS ON MODULAR MEASURES IN THE LAYOUT OF COURTYARD SETTLEMENT QUARTERS OF PATAN CITY : A study on the planning modules of Kathmandu Valley towns (Part II)","year":2004,"lang":"en","type":"article","venue":"Journal of Architecture and Planning (Transactions of AIJ)","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Human settlement; Settlement (finance); Buddhism; Cadastre; Geography; Scale (ratio); Block (permutation group theory); Archaeology; Cartography; Business","score_opus":0.03198120971680411,"score_gpt":0.24609840351447396,"score_spread":0.21411719379766986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586583650","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":[0.99210054,0.000045686058,0.0020946576,0.0000868278,0.0000018818317,0.000022884273,0.000096695614,0.000009106607,0.005541632],"genre_scores_gemma":[0.99668944,0.000023579665,0.0026289294,0.000005715581,7.441323e-7,0.000012390986,0.000053291165,0.0000041990243,0.00058175134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995914,0.00018004091,0.000019840485,0.00006201053,0.00007895782,0.00006761637],"domain_scores_gemma":[0.9993492,0.00021130971,0.00015950586,0.00009285484,0.00013438557,0.000052798772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035599715,0.00012401906,0.00012915359,0.0011268809,0.0013334544,0.0016646913,0.00050217967,0.00020279601,0.0037065593],"category_scores_gemma":[0.0023140735,0.0002179235,0.00015437162,0.0028062046,0.001341487,0.00075980055,0.0009931239,0.00027017735,0.00021723725],"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":[0.00022106977,0.000094013805,0.67036384,0.00026954818,0.000057515757,0.0023239069,0.09777041,0.011031063,0.013815735,0.05149562,0.0018250714,0.15073223],"study_design_scores_gemma":[0.000011202853,0.00016902703,0.86506283,0.00006169143,0.00002497706,0.001301006,0.10509365,0.0056867376,0.0015346842,0.0058068978,0.015220836,0.00002646038],"about_ca_topic_score_codex":0.015282864,"about_ca_topic_score_gemma":0.06880585,"teacher_disagreement_score":0.015282864,"about_ca_system_score_codex":0.0012129558,"about_ca_system_score_gemma":0.0007911032,"threshold_uncertainty_score":0.030387819},"labels":[],"label_agreement":null},{"id":"W2589809623","doi":"","title":"Saucier+Perrotte architectes / HCMA architecture+design - Stadio di calcio di Montréal, St-Michel Environmental Complex (CESM), Montréal, Québec, Canada. Doppio Gioco","year":2016,"lang":"it","type":"article","venue":"Casabella","topic":"Architecture and Computational Design","field":"Engineering","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":"Architecture; Art; Visual arts","score_opus":0.011203670782553986,"score_gpt":0.1833798247981333,"score_spread":0.1721761540155793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589809623","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":[0.029932417,0.037426922,0.12568045,0.034195036,0.0042988085,0.00043522898,0.008050172,0.011499819,0.7484811],"genre_scores_gemma":[0.051263012,0.0063143214,0.031853434,0.0007451695,0.0003298764,0.00010347425,0.0015380986,0.0012604796,0.90659213],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890137,0.00015798063,0.00002367892,0.00030392868,0.00045044598,0.00016251694],"domain_scores_gemma":[0.99894136,0.00021732511,0.000033127075,0.000099667064,0.00050801004,0.00020055077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008910635,0.0014354514,0.0005665681,0.0013468144,0.0017528499,0.0032633084,0.0011941316,0.0011423456,0.19096439],"category_scores_gemma":[0.0013020273,0.00059988623,0.00039086124,0.0013710721,0.00084673474,0.0012100517,0.00089950167,0.0013050298,0.057780486],"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":[0.00020634066,0.00012882861,0.0027525052,0.00031507423,0.000036740355,0.0002043624,0.0007365977,0.0064712754,0.008014488,0.08628418,0.54139686,0.35345274],"study_design_scores_gemma":[0.000042276835,0.000040500432,0.003200559,0.00005262582,0.000013319882,0.00015944694,0.0002630864,0.0062779943,0.004031619,0.0037766937,0.982106,0.000036004243],"about_ca_topic_score_codex":0.47786933,"about_ca_topic_score_gemma":0.6278239,"teacher_disagreement_score":0.52213067,"about_ca_system_score_codex":0.010179479,"about_ca_system_score_gemma":0.006701092,"threshold_uncertainty_score":0.95017564},"labels":[],"label_agreement":null},{"id":"W2591396113","doi":"10.29173/cais120","title":"Libraries as Hybrid Space","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Space (punctuation); Architecture; ESPACE; Sociology; Computer science; Art; Visual arts","score_opus":0.012306693406811203,"score_gpt":0.20673818024074817,"score_spread":0.19443148683393696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591396113","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":[0.026312003,0.005834548,0.3426013,0.01069761,0.0006535967,0.00010981971,0.0003929582,0.002518194,0.6108799],"genre_scores_gemma":[0.62806016,0.006318615,0.1306529,0.002185433,0.0006297493,0.0004049555,0.0005972784,0.0012659054,0.22988497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969695,0.0013283698,0.00015564341,0.00041733927,0.000764162,0.0003649375],"domain_scores_gemma":[0.9969289,0.0010827777,0.00028325035,0.0008988382,0.00041012373,0.00039618398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021455756,0.00060331705,0.0005367597,0.003926889,0.004397158,0.017894989,0.0021248388,0.0022633073,0.029264985],"category_scores_gemma":[0.0044939276,0.0005353385,0.00072485785,0.0064083617,0.010404459,0.026422994,0.012454109,0.002419043,0.005139053],"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":[0.000019193672,0.0000053139074,0.000100615136,0.000037718444,0.000003893144,0.000051259227,0.0012540884,0.00074365723,0.00013214376,0.9820393,0.0017887792,0.013824112],"study_design_scores_gemma":[0.000021408861,0.000028610326,0.00016438171,0.00012137821,0.00001765784,0.00025077866,0.0022148748,0.0027790482,0.00076452363,0.6378342,0.35577056,0.000032554206],"about_ca_topic_score_codex":0.004138529,"about_ca_topic_score_gemma":0.004124542,"teacher_disagreement_score":0.029264985,"about_ca_system_score_codex":0.0036210215,"about_ca_system_score_gemma":0.002844033,"threshold_uncertainty_score":0.097901106},"labels":[],"label_agreement":null},{"id":"W2591579015","doi":"","title":"A comparison of leed and green globes using dual certified buildings","year":2008,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Computer graphics (images); Computer science","score_opus":0.0553706403642194,"score_gpt":0.2747434332197465,"score_spread":0.21937279285552708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591579015","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":[0.9456395,0.0001646928,0.020112628,0.00016103011,0.000049167833,0.00004679183,0.000301652,0.00042883985,0.03309569],"genre_scores_gemma":[0.993305,0.000062126834,0.004805875,0.000013964088,0.00000400738,0.0000063677294,0.00018183196,0.000066839566,0.0015538894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9988876,0.00039184216,0.00002559888,0.000092253795,0.0003801996,0.00022247576],"domain_scores_gemma":[0.9960562,0.0017742425,0.00018285295,0.0008454139,0.0008532358,0.00028808205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013048565,0.000278602,0.00054780865,0.0014032773,0.00071441085,0.0024226855,0.00084476115,0.00073478185,0.010002581],"category_scores_gemma":[0.0053770165,0.00021699359,0.00051970896,0.0021981492,0.00072603975,0.0018155972,0.0010349551,0.00038411663,0.0009034722],"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":[0.011171589,0.0014839856,0.080884196,0.00044081247,0.00026415134,0.00074824,0.0013287627,0.44583243,0.025747737,0.08293993,0.007703608,0.3414546],"study_design_scores_gemma":[0.00068000663,0.0035456251,0.13086207,0.00012142405,0.00045413937,0.0007472323,0.008197121,0.77892894,0.034484535,0.018293686,0.023481516,0.00020361987],"about_ca_topic_score_codex":0.007183136,"about_ca_topic_score_gemma":0.015367368,"teacher_disagreement_score":0.010002581,"about_ca_system_score_codex":0.0010729423,"about_ca_system_score_gemma":0.0008410147,"threshold_uncertainty_score":0.033461988},"labels":[],"label_agreement":null},{"id":"W2592082628","doi":"","title":"Ambiances in action - ambiances en acte(s)","year":2012,"lang":"fr","type":"book","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":8,"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":"Nature versus nurture; Architecture; Action (physics); Domain (mathematical analysis); Work (physics); Library science; Field (mathematics); Engineering; Visual arts; Sociology; Media studies; Engineering ethics; Political science; Architectural engineering; Computer science; Art; Anthropology","score_opus":0.0396459286629058,"score_gpt":0.25440898762050423,"score_spread":0.21476305895759845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592082628","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":[0.0007673915,0.030431295,0.009046559,0.0064074593,0.004722409,0.00003860835,0.00012429206,0.00035036143,0.9481116],"genre_scores_gemma":[0.048858225,0.02600631,0.008065504,0.0031020634,0.0019131526,0.00018429631,0.00033879987,0.0007286753,0.910803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990939,0.0003818626,0.000046551184,0.00015341812,0.00025434964,0.00006990354],"domain_scores_gemma":[0.99962795,0.00017644218,0.000019245657,0.000051147414,0.00008075885,0.000044381522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085780706,0.0010491832,0.00046031445,0.0011688409,0.0022184532,0.005959617,0.00053818256,0.0021028935,0.035638556],"category_scores_gemma":[0.0011515893,0.0003512634,0.0005099363,0.0011045444,0.004840464,0.0055235545,0.0021326463,0.0034670066,0.017480394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002333028,0.000018097044,0.00007241254,0.0002478166,0.000003867739,0.00009748347,0.0041312836,0.0002223389,0.00031407576,0.64577276,0.25108,0.09801659],"study_design_scores_gemma":[0.0000013484876,0.0000042970746,0.000061987164,0.00012249175,6.591286e-7,0.00012262276,0.00026635584,0.000035675388,0.000054930842,0.007451632,0.9918749,0.0000030278622],"about_ca_topic_score_codex":0.0062546413,"about_ca_topic_score_gemma":0.0072442973,"teacher_disagreement_score":0.035638556,"about_ca_system_score_codex":0.0023689182,"about_ca_system_score_gemma":0.0014503767,"threshold_uncertainty_score":0.11922282},"labels":[],"label_agreement":null},{"id":"W2592099714","doi":"10.1090/gsm/176/05","title":"Three-dimensional manifolds","year":2016,"lang":"en","type":"book-chapter","venue":"Graduate studies in mathematics","topic":"Architecture and Computational Design","field":"Engineering","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; University of Manitoba","funders":"","keywords":"Geology; Mathematics; Geography","score_opus":0.08787779893674119,"score_gpt":0.27311271278858584,"score_spread":0.18523491385184465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592099714","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":[0.010245164,0.0076843607,0.053811945,0.0025939627,0.0019118566,0.000031761105,0.00049066223,0.00034856648,0.9228817],"genre_scores_gemma":[0.29499662,0.013784588,0.03649455,0.0010940098,0.0021090226,0.00016259639,0.0013657555,0.0007174822,0.6492755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998242,0.000035953424,0.000007806783,0.000032022162,0.000081283644,0.000018748946],"domain_scores_gemma":[0.99991894,0.000015410511,0.000005851615,0.000019642419,0.000024683206,0.000015537098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019046453,0.0010091667,0.00047547187,0.0013410597,0.0012527996,0.0031600387,0.0007278423,0.0007711525,0.018937437],"category_scores_gemma":[0.0004949695,0.00030202544,0.00041243018,0.00096290815,0.0023773827,0.0026002328,0.001927548,0.0019560012,0.005768781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023354169,0.0000021181008,0.000017113454,0.000019859186,0.0000020555747,0.000009269793,0.000093626324,0.00028926862,0.00023186597,0.97969306,0.010529272,0.009110205],"study_design_scores_gemma":[0.0000020726086,0.000004505656,0.000090642585,0.000026626414,0.0000029179332,0.0000574892,0.0000837618,0.0011274096,0.00022814592,0.83202446,0.16634591,0.0000060673606],"about_ca_topic_score_codex":0.0014724355,"about_ca_topic_score_gemma":0.0017194181,"teacher_disagreement_score":0.018937437,"about_ca_system_score_codex":0.0012069667,"about_ca_system_score_gemma":0.0005751868,"threshold_uncertainty_score":0.06335205},"labels":[],"label_agreement":null},{"id":"W2592816498","doi":"10.1090/gsm/176/10","title":"Spaces of orderings","year":2016,"lang":"en","type":"book-chapter","venue":"Graduate studies in mathematics","topic":"Architecture and Computational Design","field":"Engineering","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; University of Manitoba","funders":"","keywords":"Computer science","score_opus":0.09164635834318842,"score_gpt":0.2804715527407528,"score_spread":0.1888251943975644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592816498","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":[0.011957818,0.0069817714,0.073645785,0.0032497619,0.00092267327,0.000031674623,0.00082072004,0.00032603985,0.9020638],"genre_scores_gemma":[0.50509465,0.010206245,0.049173284,0.0011210229,0.0017710082,0.00019768593,0.0023712588,0.00075049046,0.42931437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99919516,0.00025661656,0.000051680283,0.00014372745,0.00026022477,0.000092497714],"domain_scores_gemma":[0.99947625,0.00020747086,0.000034238423,0.000101086516,0.00012761423,0.00005346994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005827525,0.00090939336,0.0005631249,0.0027141643,0.0018390206,0.0056043467,0.0006424133,0.00071534596,0.024606364],"category_scores_gemma":[0.0015781567,0.00043358808,0.0005631697,0.0030118634,0.0049470984,0.0069799093,0.0017038853,0.0025801028,0.0054181945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023306256,0.000001267196,0.000009961054,0.0000076307,7.525572e-7,0.0000032479716,0.00008093829,0.000049950828,0.000031443593,0.9942924,0.0023208878,0.0031992865],"study_design_scores_gemma":[0.0000021741992,0.000002166421,0.00002316915,0.000011676408,0.0000014726246,0.000020268053,0.000073629446,0.00019286048,0.000056326466,0.958026,0.04158749,0.000002704039],"about_ca_topic_score_codex":0.0017419338,"about_ca_topic_score_gemma":0.0018310456,"teacher_disagreement_score":0.024606364,"about_ca_system_score_codex":0.002142202,"about_ca_system_score_gemma":0.0010489533,"threshold_uncertainty_score":0.08231652},"labels":[],"label_agreement":null},{"id":"W2594047126","doi":"10.52842/conf.ecaade.2008.653","title":"Architecture in the Post-Digital Age: Towards Integrative Design","year":2008,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Harvard University","keywords":"Architecture; Outcome (game theory); Computer science; Engineering","score_opus":0.015329568824998955,"score_gpt":0.2027358494885956,"score_spread":0.18740628066359666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594047126","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":[0.067228705,0.011932503,0.4149843,0.04081832,0.00066463114,0.00013199558,0.000045231864,0.00032978214,0.4638646],"genre_scores_gemma":[0.77644986,0.0074261604,0.17837942,0.0035277335,0.00038453343,0.0003973366,0.00008700395,0.00021364496,0.033134405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99457055,0.0037176965,0.00018929978,0.00045919092,0.0007884096,0.0002747878],"domain_scores_gemma":[0.9967518,0.0011590358,0.00025426282,0.0008891774,0.0005544767,0.00039136884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0087514045,0.0006257026,0.0004794375,0.0023729075,0.0040992596,0.011973672,0.0014751435,0.0025819072,0.003177633],"category_scores_gemma":[0.0039089783,0.00047550697,0.0006448987,0.0013460713,0.033954505,0.012610887,0.009233283,0.00468751,0.00085578364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005806368,0.000022029295,0.00029953025,0.000041372066,0.000005346766,0.000034115536,0.0062957243,0.0005500804,0.00023116851,0.97872937,0.0007126395,0.013072898],"study_design_scores_gemma":[0.000012729,0.000043581385,0.00045662993,0.00012964872,0.000008923573,0.00013263038,0.0051564504,0.0018446218,0.00036898136,0.77983373,0.21199663,0.00001543868],"about_ca_topic_score_codex":0.0017928171,"about_ca_topic_score_gemma":0.0027385682,"teacher_disagreement_score":0.011973672,"about_ca_system_score_codex":0.0058057406,"about_ca_system_score_gemma":0.0046964814,"threshold_uncertainty_score":0.04628241},"labels":[],"label_agreement":null},{"id":"W2594463245","doi":"10.1002/9783433604663.ch3","title":"Net<scp>ZEB</scp>case study buildings, measures and solution sets","year":2017,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Environmental science","score_opus":0.018401208843296404,"score_gpt":0.2421342888122266,"score_spread":0.2237330799689302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594463245","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":[0.092050076,0.0015358799,0.0842044,0.0016121361,0.0002776013,0.0011476341,0.3629395,0.003194227,0.45303866],"genre_scores_gemma":[0.22553763,0.002660169,0.17965412,0.00033683807,0.000056893274,0.0030958974,0.4719706,0.0022988848,0.11438902],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902034,0.00023711154,0.00005212157,0.00008536153,0.00051781745,0.000087146385],"domain_scores_gemma":[0.99880004,0.000516315,0.00006653073,0.0002344047,0.00032901147,0.00005375126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010235816,0.00041999947,0.00031957388,0.0019966958,0.0004826024,0.0014600084,0.0007310755,0.00046228088,0.038618814],"category_scores_gemma":[0.0035774254,0.0002509668,0.00036732544,0.004583072,0.0003681626,0.0007606083,0.0010515562,0.0005461979,0.010225918],"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":[0.00047012785,0.00033989496,0.010714575,0.002152978,0.000057118436,0.000620744,0.00092202245,0.092870474,0.0031239844,0.08951539,0.58096665,0.21824612],"study_design_scores_gemma":[0.00005492436,0.00007354796,0.0070902733,0.00032809595,0.000011109525,0.00020523509,0.0014452939,0.01985607,0.0057409448,0.010580549,0.9545831,0.0000308829],"about_ca_topic_score_codex":0.013536892,"about_ca_topic_score_gemma":0.032298397,"teacher_disagreement_score":0.038618814,"about_ca_system_score_codex":0.0014166483,"about_ca_system_score_gemma":0.0014432824,"threshold_uncertainty_score":0.12919277},"labels":[],"label_agreement":null},{"id":"W2596611032","doi":"10.4006/0836-1398-30.1.116","title":"Why the sky is blue","year":2017,"lang":"en","type":"article","venue":"Physics Essays","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sky; Physics; Astronomy","score_opus":0.016223458875501938,"score_gpt":0.2280656740770476,"score_spread":0.21184221520154564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596611032","genre_codex":"commentary","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":[0.0042727846,0.014220903,0.0063936124,0.61017597,0.010375131,0.000010701033,0.00012000411,0.0001862658,0.35424462],"genre_scores_gemma":[0.42907295,0.013651828,0.006037317,0.19548903,0.0096646575,0.00008146341,0.00020300601,0.0012271656,0.3445726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981723,0.0007128463,0.000029625913,0.00023727224,0.0005522388,0.0002956936],"domain_scores_gemma":[0.9965063,0.0016599164,0.00010081036,0.00046052758,0.0008326735,0.000439768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031500584,0.00045434906,0.00043225862,0.00077939726,0.006242206,0.008228425,0.0009457276,0.005405144,0.018806988],"category_scores_gemma":[0.01015037,0.0003579898,0.0004186462,0.0007114876,0.015096935,0.012761872,0.0029362736,0.012452157,0.0048512327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011769954,0.000007707802,0.00010059184,0.00003127032,0.000006244921,0.000023247261,0.0008177493,0.0001924719,0.00009039743,0.84012866,0.15245369,0.0061362763],"study_design_scores_gemma":[0.000008642077,0.0000044618764,0.00016952922,0.00006511141,0.0000041091794,0.000025951922,0.00079394894,0.00016986502,0.00012947222,0.45674214,0.54187644,0.000010301581],"about_ca_topic_score_codex":0.0067161215,"about_ca_topic_score_gemma":0.0087049175,"teacher_disagreement_score":0.018806988,"about_ca_system_score_codex":0.0035886816,"about_ca_system_score_gemma":0.0033594272,"threshold_uncertainty_score":0.06291568},"labels":[],"label_agreement":null},{"id":"W2606817542","doi":"10.1017/s1359135515000196","title":"This is not a mountain!: simulation, imitation, and representation in the Mountain Dwellings project, Copenhagen","year":2015,"lang":"en","type":"article","venue":"Architectural Research Quarterly","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"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":"Facade; Geography; Rainwater harvesting; Parliament; Environmental planning; Architectural engineering; Urban planning; Quarter (Canadian coin); Architecture; Civil engineering; Engineering; Archaeology; Political science","score_opus":0.11501611103277777,"score_gpt":0.3758256639076885,"score_spread":0.26080955287491076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606817542","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":[0.870833,0.0010155239,0.01798939,0.003846498,0.0000834654,0.00007531486,0.00011681315,0.00008822162,0.10595182],"genre_scores_gemma":[0.99076664,0.0002148915,0.0035541924,0.000053380496,0.000003367104,0.00002706495,0.000046815847,0.000038354337,0.0052952818],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964805,0.0027845106,0.00005003732,0.00021498886,0.00024824435,0.00022174607],"domain_scores_gemma":[0.99752873,0.001759799,0.00010975116,0.00022312671,0.00012194986,0.0002566018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035480137,0.00036316743,0.00029872786,0.00043381963,0.0025790047,0.0054378435,0.0012442138,0.0012972121,0.0041387803],"category_scores_gemma":[0.0075040013,0.0003379213,0.00038567255,0.0005054308,0.007398369,0.0028951876,0.0047913226,0.0011315148,0.00035382327],"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":[0.000742966,0.00076862157,0.028838871,0.00030327207,0.0001017269,0.0010893027,0.3740746,0.07754835,0.0012001143,0.4241689,0.016538786,0.07462443],"study_design_scores_gemma":[0.00020105968,0.0008056336,0.027311698,0.0007361981,0.00012428599,0.00061062136,0.35060474,0.20394954,0.0023354106,0.23461197,0.17840773,0.00030116187],"about_ca_topic_score_codex":0.033967096,"about_ca_topic_score_gemma":0.041464593,"teacher_disagreement_score":0.033967096,"about_ca_system_score_codex":0.00400637,"about_ca_system_score_gemma":0.0023822112,"threshold_uncertainty_score":0.0675388},"labels":[],"label_agreement":null},{"id":"W2610929362","doi":"","title":"A Two-Phase Genetic Algorithm for Simultaneous Dimension, Topology, and Shape Optimization of Free-Form Steel Space-Frame Roof Structures","year":2012,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Architecture and Computational 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":"Space frame; Dimension (graph theory); Topology (electrical circuits); Topology optimization; Algorithm; Frame (networking); Phase (matter); Space (punctuation); Mathematics; Genetic algorithm; Computer science; Mathematical optimization; Geometry; Structural engineering; Engineering; Mechanical engineering; Combinatorics; Finite element method; Physics","score_opus":0.005597666057355106,"score_gpt":0.20377230471968277,"score_spread":0.19817463866232768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610929362","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053361148,0.00014229343,0.9428391,0.000096066666,0.00002919709,0.00012265852,0.000038447506,0.00039952228,0.0029715062],"genre_scores_gemma":[0.3120732,0.00012637065,0.68409455,0.00010303966,0.000017892002,0.00051024073,0.00016055451,0.00008188678,0.002832294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999691,0.00011187136,0.000010713867,0.000051228555,0.000093892646,0.00004126317],"domain_scores_gemma":[0.9996356,0.00023323818,0.000027933344,0.000017076924,0.000072847884,0.000013375661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077049877,0.0007818256,0.00064316834,0.0006713133,0.0003656545,0.0005417593,0.0008539029,0.0010897346,0.0012025973],"category_scores_gemma":[0.0014470781,0.0004245087,0.00059424964,0.00064053823,0.00046185585,0.00039188878,0.0005727603,0.00057140994,0.00020922214],"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":[0.00003453427,0.0000473185,0.00048233022,0.000030567146,0.000024769475,0.000045284098,0.000050672563,0.94108576,0.0029397162,0.0023483338,0.0004178205,0.052492846],"study_design_scores_gemma":[0.000014682342,0.000036234607,0.00007827876,0.0000028821614,0.0000055414043,0.000008315643,0.000007804861,0.99860233,0.0004887701,0.00046007027,0.0002923269,0.0000027417766],"about_ca_topic_score_codex":0.0051384214,"about_ca_topic_score_gemma":0.005567728,"teacher_disagreement_score":0.0051384214,"about_ca_system_score_codex":0.0006133474,"about_ca_system_score_gemma":0.00129237,"threshold_uncertainty_score":0.010217011},"labels":[],"label_agreement":null},{"id":"W2611050792","doi":"10.14288/1.0345634","title":"Innovation in hybrid mass timber high-rise construction : a case study of UBC’s Brock Commons project","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":8,"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":"Commons; Architectural engineering; Business; Engineering; Political science; Law","score_opus":0.01142431011389111,"score_gpt":0.19302142145125856,"score_spread":0.18159711133736745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611050792","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":[0.98879343,0.00015162428,0.0013103479,0.0008131315,0.000011191546,0.00014652379,0.000033154553,0.000009312051,0.008731277],"genre_scores_gemma":[0.9913641,0.00040607987,0.0027763813,0.00025832027,0.000009230095,0.00014932918,0.00003901634,0.000018857643,0.004978691],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.99229854,0.0047411025,0.0001560768,0.0004692861,0.0010897315,0.001245382],"domain_scores_gemma":[0.99272984,0.0042632404,0.0005739693,0.0003235355,0.0006371606,0.0014722628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006786804,0.00057371537,0.00055885426,0.0018501943,0.014322597,0.0044811466,0.00271046,0.004244597,0.0028254704],"category_scores_gemma":[0.0069127264,0.0005856209,0.0005347721,0.002124215,0.008273949,0.002412431,0.005146203,0.003231446,0.00041926585],"study_design_candidate":"case_report","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":[0.00019713936,0.0024042844,0.031209469,0.0004496844,0.000036690308,0.037233397,0.8681769,0.0017041728,0.0032276295,0.015372248,0.003822649,0.0361657],"study_design_scores_gemma":[0.000025094872,0.0005530927,0.01616905,0.0002988333,0.00001997424,0.0030701524,0.9471954,0.0014715377,0.0012286003,0.0013834394,0.028532075,0.000052669147],"about_ca_topic_score_codex":0.02716329,"about_ca_topic_score_gemma":0.08417378,"teacher_disagreement_score":0.02716329,"about_ca_system_score_codex":0.007325798,"about_ca_system_score_gemma":0.0066872714,"threshold_uncertainty_score":0.05401039},"labels":[],"label_agreement":null},{"id":"W2612211012","doi":"","title":"E-Tower and Public Space:Transforming space through reactive architecture and personal mobile devices","year":2011,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Architecture and Computational Design","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":true,"ca_institutions":"National Museum of Fine Arts of Quebec","funders":"","keywords":"Architecture; Space (punctuation); Public space; Tower; Personal space; Computer science; Internet privacy; Engineering; Architectural engineering; Psychology; Visual arts; Art; Social psychology","score_opus":0.029408008692177415,"score_gpt":0.24035180025335895,"score_spread":0.21094379156118154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612211012","genre_codex":"methods","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":[0.034457732,0.00084101915,0.6191558,0.0039108605,0.00019583963,0.00006582436,0.00015457274,0.00079141575,0.34042692],"genre_scores_gemma":[0.7892131,0.00096556195,0.122273065,0.00036964717,0.000083907835,0.000138155,0.00018972161,0.000435604,0.08633107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991794,0.00032051402,0.000024275147,0.00015339586,0.00017991333,0.00014251276],"domain_scores_gemma":[0.9990748,0.0003189097,0.000059615042,0.0002928769,0.00011428173,0.00013934192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070280506,0.0007174036,0.00027070078,0.00058885367,0.002240605,0.005822126,0.0012244624,0.0016519489,0.017019387],"category_scores_gemma":[0.0016838458,0.00046293487,0.000548889,0.0008497156,0.009146254,0.007680165,0.003760194,0.0020414782,0.0017376124],"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":[0.000008746938,0.000007860725,0.00019196524,0.000023650902,0.0000029244306,0.000058003516,0.001260699,0.003676025,0.00041320018,0.98762786,0.0010677202,0.005661317],"study_design_scores_gemma":[0.000024900202,0.000038775142,0.00063232257,0.00012223182,0.000014090111,0.00022992199,0.003373172,0.03478129,0.002182667,0.70433915,0.2542195,0.000042046853],"about_ca_topic_score_codex":0.024973776,"about_ca_topic_score_gemma":0.03474781,"teacher_disagreement_score":0.024973776,"about_ca_system_score_codex":0.004265072,"about_ca_system_score_gemma":0.0022103912,"threshold_uncertainty_score":0.05693555},"labels":[],"label_agreement":null},{"id":"W2612252626","doi":"","title":"Aspects of light: Colour, light and space/form/time","year":2011,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Architecture and Computational Design","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":"Ontario College of Art and Design","funders":"","keywords":"Ephemeral key; Natural (archaeology); Space (punctuation); Optics; Architectural engineering; Physics; Computer science; Geography; Engineering; Ecology; Biology; Archaeology","score_opus":0.018184350782474462,"score_gpt":0.2154872650391837,"score_spread":0.19730291425670923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612252626","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":[0.02024948,0.03867642,0.027587384,0.012900637,0.0015926539,0.000054547272,0.0002551064,0.00040623362,0.8982775],"genre_scores_gemma":[0.58217907,0.036344387,0.02157842,0.0013389759,0.00112857,0.00011946744,0.00036253387,0.00053443084,0.35641402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961793,0.00015549858,0.000013431016,0.000055973935,0.00011115123,0.00004593996],"domain_scores_gemma":[0.9996393,0.00013267236,0.000026089929,0.000060368016,0.00008691643,0.000054658394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047719112,0.00046815982,0.00029321483,0.0011447312,0.001613459,0.009633857,0.0004458381,0.00097423175,0.034533937],"category_scores_gemma":[0.0013639241,0.0003044809,0.00027172992,0.0018297544,0.004531623,0.0038944357,0.0020028471,0.0012927318,0.0028978593],"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":[0.00012762754,0.00003296184,0.001307478,0.00030179817,0.000018835135,0.00019411549,0.0051857815,0.0008361413,0.0023421063,0.66886055,0.084079996,0.23671266],"study_design_scores_gemma":[0.000018339757,0.000038208647,0.005973271,0.0003835995,0.000026899017,0.00040784702,0.0056907246,0.0014989253,0.0012292785,0.24772003,0.7369612,0.000051652583],"about_ca_topic_score_codex":0.006279711,"about_ca_topic_score_gemma":0.013450997,"teacher_disagreement_score":0.034533937,"about_ca_system_score_codex":0.0016227306,"about_ca_system_score_gemma":0.00082613755,"threshold_uncertainty_score":0.11552757},"labels":[],"label_agreement":null},{"id":"W2612473982","doi":"","title":"Manon Labrecque, Les Antigravitationnels / Manon Labrecque, Les Antigravitationnels. Installations, dans le cadre de la Manif’ d’art 6. Machines – Les formes du mouvement. Commissaire : Nicole Gingras. Vu Photo, Québec. 3 mai – 3 juin 2012","year":2012,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Architecture and Computational Design","field":"Engineering","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":"Humanities; Art","score_opus":0.004347946702045375,"score_gpt":0.17303097192107286,"score_spread":0.16868302521902748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612473982","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":[0.0067587043,0.03016182,0.0116724605,0.045139235,0.005477904,0.00008725677,0.0018761033,0.0026387007,0.8961878],"genre_scores_gemma":[0.029380426,0.0040740967,0.003329982,0.0023915297,0.0003201654,0.000035994122,0.00035191467,0.0010630126,0.95905286],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989466,0.00022370527,0.000018536472,0.00015607571,0.00045098303,0.00020410305],"domain_scores_gemma":[0.99892247,0.00012772219,0.000045074703,0.00016039933,0.0005696431,0.00017466281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012154075,0.00097614754,0.0004193166,0.0010226902,0.0049142563,0.0048092688,0.0011923062,0.0020526072,0.1556187],"category_scores_gemma":[0.0015385265,0.0007504656,0.00037969754,0.0013406102,0.004331903,0.002992193,0.0018274342,0.002508579,0.03424148],"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":[0.000115301315,0.000017972543,0.00053298794,0.00017227669,0.000005640784,0.00014713671,0.0019635253,0.00026254082,0.0025034074,0.057357278,0.84274316,0.09417876],"study_design_scores_gemma":[0.0000032238977,0.0000050393724,0.0004890373,0.000030911997,0.0000013202074,0.00004088213,0.00024398207,0.000048313268,0.00045162265,0.00071377255,0.9979631,0.000008882141],"about_ca_topic_score_codex":0.50484216,"about_ca_topic_score_gemma":0.7632288,"teacher_disagreement_score":0.50484216,"about_ca_system_score_codex":0.01166759,"about_ca_system_score_gemma":0.007490671,"threshold_uncertainty_score":0.9961479},"labels":[],"label_agreement":null},{"id":"W2615724000","doi":"10.26522/ti.v6i1.1533","title":"3D-printed Synthetic Theatre","year":2017,"lang":"en","type":"article","venue":"ti<","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"3d printed; Art; Computer graphics (images); Computer science; Engineering; Manufacturing engineering","score_opus":0.009570944138442136,"score_gpt":0.21402631683103168,"score_spread":0.20445537269258954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615724000","genre_codex":"methods","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":[0.1562017,0.00034793676,0.46641037,0.00055343163,0.0014629827,0.0002080009,0.0019000198,0.0052776616,0.36763787],"genre_scores_gemma":[0.84476197,0.00021185483,0.07955679,0.00017105522,0.00008075107,0.00010067706,0.0010449353,0.0008062407,0.07326572],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.999701,0.000049499635,0.000012436868,0.000044343946,0.00015899542,0.000033814587],"domain_scores_gemma":[0.9996542,0.000109528744,0.000016212598,0.00010934089,0.00006541308,0.000045323755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026002005,0.00060006836,0.00030050633,0.00042290078,0.00044727983,0.0024323922,0.0006926374,0.00078982837,0.033060282],"category_scores_gemma":[0.00091791106,0.00035705062,0.0005543216,0.0002923654,0.00094518764,0.00055998523,0.0013447425,0.00069359154,0.0044580256],"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":[0.0008260678,0.00022433064,0.0011289705,0.000739095,0.00010492633,0.002218207,0.0018665111,0.45903805,0.21916178,0.16825284,0.021478048,0.12496122],"study_design_scores_gemma":[0.0001819592,0.00091852015,0.0045649535,0.00020785468,0.000085238,0.0032814469,0.0013524762,0.522392,0.1654558,0.04604865,0.25517535,0.00033576082],"about_ca_topic_score_codex":0.00068302534,"about_ca_topic_score_gemma":0.0009583333,"teacher_disagreement_score":0.033060282,"about_ca_system_score_codex":0.0004834549,"about_ca_system_score_gemma":0.0003688364,"threshold_uncertainty_score":0.11059767},"labels":[],"label_agreement":null},{"id":"W2624344215","doi":"10.1525/jsah.2017.76.2.261","title":"Review: <i>Archaeology of the Digital: Complexity and Convention</i>","year":2017,"lang":"en","type":"article","venue":"Journal of the Society of Architectural Historians","topic":"Architecture and Computational 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":"Icon; Convention; Exhibition; Citation; Architecture; Download; World Wide Web; Library science; Computer science; Art history; Visual arts; History; Media studies; Sociology; Archaeology; Art; Social science","score_opus":0.015407286198986918,"score_gpt":0.22363919301627214,"score_spread":0.2082319068172852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624344215","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":[0.00011397729,0.9009127,0.00028615873,0.032575097,0.049890503,0.00015573367,0.00054141995,0.0001112331,0.015413229],"genre_scores_gemma":[0.0017964116,0.9183074,0.0003188851,0.029100357,0.023879329,0.0002507996,0.00085494405,0.00007462852,0.02541726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973072,0.0004307567,0.00039315101,0.00029629908,0.0013880201,0.00018456903],"domain_scores_gemma":[0.98282135,0.0041067116,0.0016177138,0.0004453221,0.00996389,0.0010449956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023185948,0.0012598316,0.002590505,0.0050351005,0.0010759825,0.0055055786,0.0026215333,0.0036550278,0.04425645],"category_scores_gemma":[0.018262133,0.0007366834,0.0012576076,0.0062164506,0.0017465501,0.0044262325,0.001782803,0.0035533127,0.028194336],"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":[0.000015576275,0.000004418028,0.000041320338,0.0057512536,0.0000313545,0.000035804307,0.000035614314,0.000016567612,0.000063593005,0.00034898586,0.94825995,0.045395482],"study_design_scores_gemma":[0.000012840398,0.00002042793,0.00031998754,0.009417802,0.00006381675,0.00020512842,0.000078257195,0.00001250169,0.00005095538,0.0003711326,0.98942995,0.000017263805],"about_ca_topic_score_codex":0.0040069045,"about_ca_topic_score_gemma":0.008086173,"teacher_disagreement_score":0.04425645,"about_ca_system_score_codex":0.0030666646,"about_ca_system_score_gemma":0.0076101827,"threshold_uncertainty_score":0.14805257},"labels":[],"label_agreement":null},{"id":"W2625510525","doi":"10.1080/00038628.2017.1336982","title":"Erosion in architecture: a tactile design process fostering biophilia","year":2017,"lang":"en","type":"article","venue":"Architectural Science Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Architectural engineering; Architecture; Natural (archaeology); Representation (politics); Studio; Relation (database); Erosion; Process (computing); Reflection (computer programming); Architectural design; Computer science; Design studio; Engineering; Geology; Visual arts","score_opus":0.04172945589021693,"score_gpt":0.3101426927243526,"score_spread":0.26841323683413565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625510525","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37087545,0.0016006702,0.42731586,0.0032556686,0.00022370472,0.00017251614,0.000019989286,0.00042713268,0.19610906],"genre_scores_gemma":[0.92214406,0.00046043654,0.06428571,0.00017033034,0.000025887517,0.000073816474,0.000010906262,0.00007790732,0.012751036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99746203,0.001548959,0.000059796563,0.00017935094,0.0005788448,0.00017100948],"domain_scores_gemma":[0.99799216,0.0012189394,0.00012484574,0.00039529358,0.00014887603,0.000119936645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00336544,0.0004822327,0.00026929218,0.00089049316,0.0020360395,0.0049890373,0.0011096325,0.0011943125,0.0041914606],"category_scores_gemma":[0.0054865833,0.00033719867,0.00042402864,0.0005783907,0.009221304,0.004152464,0.0065027317,0.0013009817,0.0004977963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008580662,0.00013725138,0.0027198398,0.0005186931,0.000026506443,0.0008351524,0.09955888,0.013585238,0.01598114,0.7553102,0.0022623965,0.108978964],"study_design_scores_gemma":[0.000101501544,0.0004373968,0.005198024,0.00067877275,0.000057667898,0.0033268116,0.047912437,0.041606035,0.0142296925,0.55183184,0.33448657,0.00013318316],"about_ca_topic_score_codex":0.0003297589,"about_ca_topic_score_gemma":0.0007171459,"teacher_disagreement_score":0.0049890373,"about_ca_system_score_codex":0.000978413,"about_ca_system_score_gemma":0.00095589354,"threshold_uncertainty_score":0.017798364},"labels":[],"label_agreement":null},{"id":"W2625795006","doi":"","title":"Cadavre et monument / The Corpse and the Monument","year":2002,"lang":"en","type":"article","venue":"Espace Sculpture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"National monument; Art; Archaeology; Geography","score_opus":0.004945015076021621,"score_gpt":0.16299668265105122,"score_spread":0.1580516675750296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625795006","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":[0.016040677,0.008228748,0.009499111,0.012107498,0.0012666659,0.000014920814,0.00009521099,0.00018461516,0.95256245],"genre_scores_gemma":[0.3821159,0.0042983466,0.0055936733,0.0013348098,0.0004267057,0.000017561159,0.00012734748,0.0003454497,0.60574025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932575,0.00026174504,0.00001507263,0.000108862834,0.00017340081,0.00011512098],"domain_scores_gemma":[0.9996886,0.000081598264,0.000019253912,0.00009834794,0.000071392606,0.000040818803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083455606,0.0005079134,0.00030857566,0.000865599,0.004587475,0.008520052,0.00074072793,0.0024736593,0.044176225],"category_scores_gemma":[0.0016365391,0.0003336781,0.00042753384,0.0010514191,0.0065708887,0.0038380616,0.0020447772,0.00196759,0.0032895415],"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":[0.000026153823,0.000005998319,0.00016344766,0.00002757464,0.000004108247,0.00014028636,0.001565706,0.00039997778,0.00017084273,0.9540533,0.021807972,0.021634672],"study_design_scores_gemma":[0.000010053089,0.000014137298,0.000510511,0.00014232677,0.0000060523466,0.00031250095,0.0020022271,0.0005145758,0.00043496475,0.06098216,0.93505466,0.000015883748],"about_ca_topic_score_codex":0.047882296,"about_ca_topic_score_gemma":0.077128015,"teacher_disagreement_score":0.047882296,"about_ca_system_score_codex":0.004248565,"about_ca_system_score_gemma":0.0015636865,"threshold_uncertainty_score":0.14778417},"labels":[],"label_agreement":null},{"id":"W26702080","doi":"10.52842/conf.acadia.2011.178","title":"Dragonfly: An Ecological Approach to Digital Architectural Design","year":2011,"lang":"en","type":"article","venue":"ACADIA quarterly","topic":"Architecture and Computational Design","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":"York University","funders":"","keywords":"Computer science; Dragonfly; Ecological design; Architectural design; Systems engineering; Ecology; Engineering; Architecture; Geography; Biology","score_opus":0.03314303887827886,"score_gpt":0.20106118779848312,"score_spread":0.16791814892020426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W26702080","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":[0.022850279,0.0006760075,0.8895207,0.0016008416,0.00017205432,0.00008948554,0.00023701553,0.0011698924,0.08368378],"genre_scores_gemma":[0.34043768,0.0014674721,0.627438,0.00031029625,0.00008404194,0.00027573563,0.00031432806,0.0003096973,0.029362867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99986327,0.0000557393,0.0000047903113,0.000021655915,0.00004151103,0.000013126912],"domain_scores_gemma":[0.9998405,0.000073945615,0.000009820901,0.00002308666,0.000018896897,0.000033728542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002960302,0.0006375396,0.00025031797,0.0010963012,0.0011892471,0.0021891117,0.0011723025,0.00073833147,0.0049784463],"category_scores_gemma":[0.0007406602,0.00030745068,0.0005000458,0.00049733056,0.002083394,0.001662223,0.0016764099,0.0010105944,0.00036487362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022193684,0.000030039424,0.0008716539,0.00007077563,0.000022818142,0.00016007578,0.0007855932,0.09363797,0.0013468034,0.8694129,0.0048706653,0.028768476],"study_design_scores_gemma":[0.00003143645,0.00003266979,0.00066200003,0.000098616976,0.000032299555,0.00024347373,0.0004934838,0.41228917,0.0013429108,0.391644,0.19309627,0.000033635584],"about_ca_topic_score_codex":0.011402504,"about_ca_topic_score_gemma":0.027544502,"teacher_disagreement_score":0.011402504,"about_ca_system_score_codex":0.0010330352,"about_ca_system_score_gemma":0.0010209442,"threshold_uncertainty_score":0.022672296},"labels":[],"label_agreement":null},{"id":"W2728503002","doi":"10.7939/r37659v0x","title":"Reimagining the Suburban Strip-mall: The Future Twist. Architectural Proposal for Petrolia Mall, Greenfield, Edmonton Canada","year":2016,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Architecture and Computational Design","field":"Engineering","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":"Business","score_opus":0.0029200250629654147,"score_gpt":0.13884989743991324,"score_spread":0.13592987237694784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728503002","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":[0.13574797,0.010631257,0.047061916,0.11546776,0.0046530836,0.00044035906,0.0010558125,0.0020541896,0.6828877],"genre_scores_gemma":[0.3468283,0.0036146136,0.031880047,0.004704184,0.00017606873,0.000072987816,0.000570436,0.0005530477,0.61160034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988782,0.00009576114,0.000012861093,0.00006446621,0.0003810169,0.00056770997],"domain_scores_gemma":[0.9988707,0.000033395358,0.000012518364,0.000081192724,0.00046681144,0.00053543627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010300782,0.00060381414,0.0002641439,0.0005976839,0.008422545,0.005808835,0.0023047305,0.0032263324,0.024733722],"category_scores_gemma":[0.0010515022,0.0004792196,0.000381922,0.0010847428,0.0034770838,0.0015921292,0.002825462,0.0029930666,0.0037676091],"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":[0.0002719386,0.00015676155,0.008275668,0.0002571989,0.000022940958,0.0012678284,0.007821088,0.008970757,0.0059824213,0.21464904,0.4371398,0.31518453],"study_design_scores_gemma":[0.000012241677,0.000051235595,0.0049914424,0.00012944476,0.000015992093,0.00031509678,0.008471435,0.0014386887,0.0006408763,0.0055893986,0.97829777,0.000046396708],"about_ca_topic_score_codex":0.8577015,"about_ca_topic_score_gemma":0.9734784,"teacher_disagreement_score":0.14229852,"about_ca_system_score_codex":0.01805892,"about_ca_system_score_gemma":0.06583194,"threshold_uncertainty_score":0.28627306},"labels":[],"label_agreement":null},{"id":"W2731042147","doi":"10.1002/ad.2195","title":"Crowd‐Driven Pattern Formation: Computational Strategies for Large‐Scale Design and Assembly","year":2017,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational 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":"Grossman; Scale (ratio); Computer science; Data science; Management science; Systems engineering; Operations research; Engineering","score_opus":0.025985923921210883,"score_gpt":0.25236878127719226,"score_spread":0.22638285735598138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731042147","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":[0.044639196,0.0011702459,0.9331995,0.002247379,0.00018145746,0.00005177869,0.00006921008,0.00042740075,0.018013813],"genre_scores_gemma":[0.7926335,0.00096243666,0.19712257,0.0003149516,0.00009932069,0.00020100946,0.00011255731,0.00015303897,0.008400668],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997675,0.00007833072,0.000009628041,0.00005357256,0.000058785,0.0000321518],"domain_scores_gemma":[0.9988524,0.00071135844,0.0000937409,0.00012706062,0.00009863098,0.0001168456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081684976,0.00057124655,0.0005207617,0.00060886896,0.0010122948,0.001974929,0.0016273817,0.0015641944,0.0035667398],"category_scores_gemma":[0.0033165528,0.00055315834,0.0007025101,0.00055719615,0.0023782018,0.0024608255,0.002241367,0.0010468154,0.0005778568],"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":[0.000099679644,0.000057863275,0.0012239129,0.0001610144,0.00009660951,0.00021865818,0.00070813985,0.671719,0.0047767586,0.25535485,0.006545405,0.059038054],"study_design_scores_gemma":[0.000020015952,0.00001905222,0.00014298613,0.000014524262,0.000007929206,0.000038490034,0.000106214895,0.8615487,0.00082945434,0.13316853,0.0040884116,0.000015644691],"about_ca_topic_score_codex":0.0029985714,"about_ca_topic_score_gemma":0.0031263013,"teacher_disagreement_score":0.0035667398,"about_ca_system_score_codex":0.0008229649,"about_ca_system_score_gemma":0.000759731,"threshold_uncertainty_score":0.011931956},"labels":[],"label_agreement":null},{"id":"W2734372360","doi":"10.1038/natrevmats.2017.51","title":"Wood: a construction material for tall buildings","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Materials","topic":"Architecture and Computational Design","field":"Engineering","cited_by":198,"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 Northern British Columbia","funders":"","keywords":"Building material; Environmentally friendly; Architectural engineering; Building construction; Green building; Civil engineering; Construction engineering; Engineering; Structural engineering; Ecology","score_opus":0.0512723903230465,"score_gpt":0.3479501599775108,"score_spread":0.2966777696544643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734372360","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":[0.00025034504,0.9934782,0.00092070946,0.00032035014,0.00051852176,0.0000059895706,0.000030137579,0.000017486562,0.0044581215],"genre_scores_gemma":[0.0024398905,0.99328667,0.00084311713,0.00025091963,0.00037525228,0.000008570315,0.000055868528,0.000010588782,0.002729145],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999723,0.00003636231,0.000025806017,0.000048423444,0.00013790122,0.000028375116],"domain_scores_gemma":[0.99971527,0.00012452873,0.000043926448,0.000015175522,0.00007904657,0.000022064489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004868827,0.0011576633,0.0009037231,0.002219757,0.00030695132,0.0015753673,0.0008860776,0.0013232216,0.0055400254],"category_scores_gemma":[0.00094049744,0.00038597858,0.0003466759,0.0025264747,0.0008728764,0.0016640502,0.0010351071,0.0014785695,0.0032988067],"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":[0.000026287667,0.000025713809,0.00010449101,0.009201043,0.000036247897,0.00007438664,0.000031322375,0.00073244737,0.0022631497,0.01642937,0.025356641,0.9457189],"study_design_scores_gemma":[0.0000038190474,0.000017103235,0.00018899003,0.0017573558,0.000030539366,0.00031008536,0.000028558163,0.000081498765,0.00055269315,0.004385043,0.99263257,0.000011768183],"about_ca_topic_score_codex":0.0009464126,"about_ca_topic_score_gemma":0.0023782426,"teacher_disagreement_score":0.0055400254,"about_ca_system_score_codex":0.00051833433,"about_ca_system_score_gemma":0.0010223429,"threshold_uncertainty_score":0.01853317},"labels":[],"label_agreement":null},{"id":"W2738011308","doi":"10.1080/00038628.2017.1349629","title":"Effects of envelope and materiality in the built environment","year":2017,"lang":"en","type":"article","venue":"Architectural Science Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Nottingham; Commonwealth Scholarship Commission; Joseph Rowntree Foundation","keywords":"Materiality (auditing); Documentation; Plea; Architectural engineering; Architecture; Building envelope; Envelope (radar); Engineering; Built environment; Construction engineering; Computer science; Civil engineering; Aesthetics; Visual arts; Political science; Art; Physics; Telecommunications; Meteorology; Law","score_opus":0.01127626856475943,"score_gpt":0.24932897932897752,"score_spread":0.23805271076421808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738011308","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":[0.72724664,0.006283527,0.026938831,0.005719615,0.00033672625,0.000045951623,0.00044677977,0.0001594642,0.23282248],"genre_scores_gemma":[0.99499017,0.00089482253,0.0010015928,0.000115220144,0.00002702184,0.0000093551225,0.000027698548,0.000044667842,0.0028893931],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99940276,0.00026939283,0.000016768709,0.00008203693,0.000095737996,0.00013324815],"domain_scores_gemma":[0.99897206,0.00055902865,0.00009402684,0.00012696197,0.00010639681,0.00014150102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006429039,0.0007065413,0.00046193117,0.000635036,0.0012827617,0.003641574,0.00074907654,0.0011500255,0.010676922],"category_scores_gemma":[0.0027233271,0.00040639678,0.00066331326,0.0005843313,0.0050456724,0.0036732592,0.005159895,0.0012908764,0.00066703884],"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":[0.00051904406,0.00042489963,0.023028422,0.0007094383,0.00035539703,0.0012442193,0.005713799,0.13400917,0.01378204,0.7470612,0.003943104,0.069209345],"study_design_scores_gemma":[0.00012614757,0.0006447142,0.12427774,0.0005320917,0.00036219158,0.001006966,0.011395924,0.041222617,0.006008372,0.7422783,0.07182078,0.00032414636],"about_ca_topic_score_codex":0.0047496045,"about_ca_topic_score_gemma":0.0061954292,"teacher_disagreement_score":0.010676922,"about_ca_system_score_codex":0.0014798752,"about_ca_system_score_gemma":0.00061009434,"threshold_uncertainty_score":0.035717845},"labels":[],"label_agreement":null},{"id":"W2738069472","doi":"10.1299/jsmeicam.2015.6.323","title":"What does that flashing light mean? : Design choices for a robotic head prototype","year":2015,"lang":"en","type":"article","venue":"The Abstracts of the international conference on advanced mechatronics toward evolutionary fusion of IT and mechatronics ICAM","topic":"Architecture and Computational Design","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":"Louisiana-Pacific (Canada)","funders":"","keywords":"Head (geology); Flashing; Meaning (existential); Context (archaeology); Computer science; Human–computer interaction; Robot; Subject (documents); Artificial intelligence; Psychology; History; World Wide Web; Materials science","score_opus":0.06149342607028784,"score_gpt":0.2839099630702133,"score_spread":0.22241653699992547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738069472","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":[0.27182767,0.00082554057,0.6777323,0.0021746205,0.00029497602,0.0011755719,0.00023204148,0.0022820854,0.043455232],"genre_scores_gemma":[0.69161725,0.00047473647,0.29089645,0.00028134795,0.000031135474,0.0006224067,0.000121068704,0.00033150072,0.015624158],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996469,0.00011485778,0.000022009348,0.000046770623,0.00011883513,0.000050617033],"domain_scores_gemma":[0.999358,0.00021686513,0.00004376284,0.0000832475,0.00021330247,0.00008495152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008283135,0.00034808106,0.00021005406,0.0003422393,0.0004918182,0.0012382146,0.0012306577,0.00095182756,0.007817576],"category_scores_gemma":[0.0021018062,0.0002972412,0.00036956178,0.00011825678,0.0005075052,0.0012584176,0.00083779613,0.0004394691,0.0014416896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097189867,0.00068348786,0.004945176,0.0022964878,0.00009235378,0.0019756733,0.007081376,0.025697477,0.5483358,0.061831143,0.009569102,0.33652],"study_design_scores_gemma":[0.00043217113,0.0073485663,0.008776691,0.00083701854,0.0005568741,0.004074229,0.007842139,0.21470106,0.39456844,0.029425677,0.33103195,0.00040525358],"about_ca_topic_score_codex":0.0005630127,"about_ca_topic_score_gemma":0.0009789659,"teacher_disagreement_score":0.007817576,"about_ca_system_score_codex":0.00037085472,"about_ca_system_score_gemma":0.00045611648,"threshold_uncertainty_score":0.026152372},"labels":[],"label_agreement":null},{"id":"W2739054124","doi":"","title":"Thomas Herzog: Interdisciplinarity and low-energy buildings","year":2008,"lang":"en","type":"article","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Architecture and Computational Design","field":"Engineering","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":"Arup Group (Canada)","funders":"","keywords":"Sociology","score_opus":0.023423614659497837,"score_gpt":0.23382599229083575,"score_spread":0.21040237763133793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739054124","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":[0.03939917,0.08736802,0.023953052,0.15182486,0.006462986,0.00005386934,0.000187835,0.0001317149,0.69061846],"genre_scores_gemma":[0.69043255,0.03491602,0.009477806,0.005336717,0.002398108,0.000044491913,0.00009486939,0.00018285296,0.25711662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969625,0.00012832093,0.000009385263,0.000040624236,0.00007809735,0.000047352536],"domain_scores_gemma":[0.9997975,0.00009387856,0.000016629094,0.000014169489,0.00003764589,0.000040063067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045197297,0.0003086348,0.0001886276,0.00050237786,0.001233973,0.0018713848,0.0004719012,0.001401158,0.009991387],"category_scores_gemma":[0.0010300835,0.0001486782,0.00013444874,0.0008022965,0.0019043583,0.0026982415,0.0013350543,0.00132716,0.0010049113],"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":[0.000014205237,0.000014993277,0.00022722439,0.00006491681,0.000004860632,0.000070759124,0.0014020166,0.0012962836,0.00012854228,0.9275797,0.049641695,0.01955473],"study_design_scores_gemma":[0.000008248949,0.000010715364,0.00038424446,0.000076896475,0.0000056840313,0.00008609762,0.0014286513,0.0010991872,0.0002479641,0.52281255,0.47382525,0.0000144639425],"about_ca_topic_score_codex":0.009836495,"about_ca_topic_score_gemma":0.01584212,"teacher_disagreement_score":0.009991387,"about_ca_system_score_codex":0.0015347331,"about_ca_system_score_gemma":0.00078958296,"threshold_uncertainty_score":0.033424497},"labels":[],"label_agreement":null},{"id":"W2739640069","doi":"10.2495/dne-v12-n3-357-366","title":"Transformable structures: Materialising design for change","year":2017,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innoviris; Vrije Universiteit Brussel","keywords":"Engineering; Architectural engineering","score_opus":0.02331338233253011,"score_gpt":0.2694233467110592,"score_spread":0.2461099643785291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739640069","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":[0.01929916,0.003446756,0.8193118,0.009087802,0.0004111168,0.00034466782,0.000072261326,0.00055040536,0.14747605],"genre_scores_gemma":[0.39941877,0.00351623,0.576341,0.0010939986,0.00020977965,0.00069683295,0.00014884306,0.00040633834,0.018168263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99681526,0.0016393049,0.00013476517,0.0004583185,0.000727099,0.00022528149],"domain_scores_gemma":[0.9971193,0.0011933481,0.00019170767,0.00090015697,0.00036826287,0.00022726326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049257185,0.00096876203,0.00053773314,0.0015417997,0.0019106688,0.0061687874,0.0022490849,0.0027615356,0.00822159],"category_scores_gemma":[0.0067717135,0.00064727396,0.000691357,0.0008960595,0.012797474,0.008368574,0.0063804467,0.0024452703,0.0015373279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021134447,0.00005232562,0.00046826483,0.00029759572,0.000022250586,0.00021297536,0.0061989827,0.018707814,0.0020938984,0.90098137,0.002839627,0.068103805],"study_design_scores_gemma":[0.000021974192,0.00009027523,0.00024053408,0.00033378706,0.000021362197,0.00021994082,0.0025859824,0.01278125,0.0013256047,0.80623025,0.17611949,0.000029575938],"about_ca_topic_score_codex":0.001038002,"about_ca_topic_score_gemma":0.001397122,"teacher_disagreement_score":0.00822159,"about_ca_system_score_codex":0.002737757,"about_ca_system_score_gemma":0.0027890257,"threshold_uncertainty_score":0.027503967},"labels":[],"label_agreement":null},{"id":"W2739779039","doi":"10.22230/cjc.2017v42n3a3178","title":"De la cybernétique à l’architecture numérique : retour sur un demi-siècle de théories, pratiques et projets expérimentaux","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cybernetics; Architecture; Cyberspace; Theme (computing); Interactivity; Sociology; Humanities; Posthumanism; Epistemology; Art history; Art; Philosophy; Computer science; The Internet; Visual arts; Multimedia; World Wide Web","score_opus":0.00842443256608103,"score_gpt":0.24939989574631044,"score_spread":0.24097546318022942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739779039","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":[0.18171558,0.06812275,0.16050418,0.16894712,0.0037966892,0.00049409736,0.00038054996,0.00029035157,0.4157487],"genre_scores_gemma":[0.92310154,0.021582594,0.03571958,0.0052275737,0.001587382,0.00089705986,0.00012102457,0.0001560372,0.011607251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.970411,0.023474814,0.00039527472,0.0016989078,0.003578163,0.00044184818],"domain_scores_gemma":[0.8910599,0.09518556,0.0012822935,0.00692251,0.0046341717,0.0009155377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029102435,0.0010135947,0.0013398667,0.0023671214,0.0032400785,0.0114311995,0.0030303723,0.0043442873,0.0131383],"category_scores_gemma":[0.06296121,0.00063266215,0.00093560957,0.0028505982,0.040610813,0.021236409,0.006577924,0.011966554,0.001615629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020928214,0.0003121767,0.000799912,0.00046841428,0.000037101912,0.00009420894,0.008728281,0.0017889595,0.00057512516,0.9523996,0.0042278776,0.03035909],"study_design_scores_gemma":[0.00029171558,0.00034460457,0.002618429,0.0014861873,0.000049225648,0.00021628592,0.015382956,0.007945173,0.001821582,0.8190771,0.15068533,0.000081428],"about_ca_topic_score_codex":0.009070702,"about_ca_topic_score_gemma":0.004587159,"teacher_disagreement_score":0.029102435,"about_ca_system_score_codex":0.008147728,"about_ca_system_score_gemma":0.0052329954,"threshold_uncertainty_score":0.15391022},"labels":[],"label_agreement":null},{"id":"W2741597600","doi":"10.1007/978-3-319-61264-5_8","title":"Simulation-Based Architectural Design","year":2017,"lang":"en","type":"book-chapter","venue":"Simulation foundations, methods and applications","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Computer science; Interdependence; Systems engineering; Multitude; Daylight; Architectural engineering; Engineering","score_opus":0.06343219524035192,"score_gpt":0.3727100901512658,"score_spread":0.3092778949109139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741597600","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":[0.0016177668,0.0074156984,0.72923553,0.0012930876,0.0007951442,0.00007843298,0.00021671453,0.001044432,0.25830317],"genre_scores_gemma":[0.13125129,0.02445159,0.46379092,0.0009088853,0.0006606029,0.00052985596,0.0013328799,0.0012593474,0.37581465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996213,0.00010038685,0.000015765852,0.000046277735,0.00019622501,0.000020042167],"domain_scores_gemma":[0.99970585,0.0001253381,0.000009415053,0.00007516826,0.00006989088,0.0000144079495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004995679,0.0012744543,0.0006281823,0.0010054556,0.000590586,0.0025723223,0.0013179044,0.0010458167,0.024143321],"category_scores_gemma":[0.0011870702,0.00074245053,0.0008431058,0.0008980759,0.0014509873,0.001684978,0.0013382866,0.001767729,0.0071404087],"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":[0.000009644584,0.00001799493,0.00008205828,0.00021493828,0.000028262357,0.000030955198,0.000106354266,0.06663553,0.0014036282,0.8222264,0.021074837,0.08816931],"study_design_scores_gemma":[0.000009613698,0.000013959265,0.000086475535,0.00018642607,0.000017421946,0.000070989976,0.000041860643,0.08874706,0.0014730059,0.49836072,0.41097647,0.000016022213],"about_ca_topic_score_codex":0.002021985,"about_ca_topic_score_gemma":0.002595871,"teacher_disagreement_score":0.024143321,"about_ca_system_score_codex":0.0013158093,"about_ca_system_score_gemma":0.0012260947,"threshold_uncertainty_score":0.08076739},"labels":[],"label_agreement":null},{"id":"W2744601495","doi":"","title":"Dwelling: A Set-up / Habitation : un arrangement","year":2010,"lang":"fr","type":"article","venue":"Ciel variable : art, photo, médias, culture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Geography; Computer science","score_opus":0.016010128112427267,"score_gpt":0.22810899365509268,"score_spread":0.2120988655426654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744601495","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":[0.16427565,0.00056677574,0.13622658,0.005715657,0.0011250327,0.00017944361,0.0010968893,0.0018452811,0.68896866],"genre_scores_gemma":[0.7577036,0.00036697582,0.058621857,0.0004797006,0.00012123041,0.00014956201,0.00050321786,0.0007046601,0.18134919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995999,0.00011277237,0.000018521072,0.000100873935,0.00007242764,0.00009555017],"domain_scores_gemma":[0.99966514,0.000033272765,0.000017197734,0.000103714716,0.00005508126,0.00012567555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026993148,0.00040531714,0.00025082877,0.0005133959,0.0039665746,0.0030299372,0.0008715101,0.00075690617,0.04690099],"category_scores_gemma":[0.0008208444,0.0002269464,0.00031138168,0.0007812075,0.0022437463,0.0029992755,0.0035838273,0.0010019925,0.006353508],"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":[0.00029549864,0.00016871329,0.010404448,0.00016527249,0.000025039544,0.0011888458,0.01296106,0.0023919086,0.011185195,0.5489368,0.06432675,0.34795055],"study_design_scores_gemma":[0.000027695904,0.0002463448,0.012924341,0.0002439215,0.00005202832,0.0019205783,0.02702632,0.010079597,0.007693333,0.09368674,0.84599364,0.00010545541],"about_ca_topic_score_codex":0.00664117,"about_ca_topic_score_gemma":0.015141923,"teacher_disagreement_score":0.04690099,"about_ca_system_score_codex":0.0007839372,"about_ca_system_score_gemma":0.000742082,"threshold_uncertainty_score":0.15689945},"labels":[],"label_agreement":null},{"id":"W2754157749","doi":"10.16995/dscn.10","title":"Chapter 3&lt;/br&gt;ModLabs","year":2016,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Architecture; Art history; Sociology; Art; Visual arts","score_opus":0.018246502529175,"score_gpt":0.22276456667540281,"score_spread":0.2045180641462278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754157749","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":[0.0013668555,0.003647149,0.027865076,0.0038935526,0.002005473,0.00022280132,0.004889901,0.010503824,0.94560534],"genre_scores_gemma":[0.011506491,0.004285749,0.026866654,0.0014384788,0.0008662749,0.00039505726,0.007080653,0.010696164,0.9368645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988746,0.00017349551,0.000052844913,0.00020483769,0.00057607715,0.00011807256],"domain_scores_gemma":[0.9992199,0.00014639249,0.00004037948,0.00020542897,0.0002676316,0.00012029212],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011114569,0.00090315635,0.0005002522,0.0021180927,0.002233885,0.0084772995,0.0018117919,0.0013643613,0.34610787],"category_scores_gemma":[0.0020567344,0.00073606014,0.0008855214,0.0028406454,0.0014443714,0.004636174,0.003232082,0.0024254704,0.2172323],"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":[0.000046351437,0.00003766405,0.00027753104,0.00034207193,0.0000061381056,0.00008308505,0.0009794008,0.00040907203,0.0012330638,0.15994884,0.6433862,0.19325054],"study_design_scores_gemma":[0.000001965178,0.000002403668,0.00007756343,0.00004672098,7.0976375e-7,0.000030901807,0.00005026235,0.00007195335,0.00020058095,0.0027631575,0.9967506,0.000003071991],"about_ca_topic_score_codex":0.0083951475,"about_ca_topic_score_gemma":0.009709188,"teacher_disagreement_score":0.65389216,"about_ca_system_score_codex":0.0030384331,"about_ca_system_score_gemma":0.0027140277,"threshold_uncertainty_score":0.9326978},"labels":[],"label_agreement":null},{"id":"W2757349972","doi":"10.15376/biores.12.4.ghivasinasab","title":"Production Phases and Market for Timber Gridshell Structures: A State-of-the-Art Review","year":2017,"lang":"en","type":"review","venue":"BioResources","topic":"Architecture and Computational Design","field":"Engineering","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":"Université du Québec à Chicoutimi; Université Laval","funders":"","keywords":"Production (economics); Sustainable production; Categorization; Architectural engineering; Grid; Process (computing); Computer science; Sustainable design; Business; Construction engineering; Industrial organization; Engineering; Sustainability; Geography; Economics; Artificial intelligence; Microeconomics; Ecology","score_opus":0.04416925095646469,"score_gpt":0.30458758971197225,"score_spread":0.2604183387555076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757349972","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":[0.0003484176,0.99778134,0.000106188134,0.00017406905,0.000082424835,0.0000076953465,0.00002645577,0.0000033211097,0.001470168],"genre_scores_gemma":[0.0017948383,0.99753964,0.00016264556,0.000091263035,0.000054561016,0.000007858723,0.000027159967,0.0000015263917,0.00032060256],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99934155,0.00011814015,0.00012229133,0.00012837842,0.00025141388,0.00003815988],"domain_scores_gemma":[0.9976562,0.0016951775,0.0002744291,0.00003086541,0.0003034697,0.000039804774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010810167,0.00085763255,0.0011893195,0.0042515136,0.00044060985,0.0021216108,0.0009681733,0.0015795977,0.006216583],"category_scores_gemma":[0.0029745772,0.0005200804,0.0010107476,0.005242058,0.00057087233,0.0022863378,0.00068096566,0.0007739965,0.0012827464],"study_design_candidate":"systematic_review","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":[0.00007038134,0.00009940081,0.00078575657,0.15040854,0.0002064756,0.00030373313,0.00039929952,0.0005220914,0.0010865345,0.010904484,0.018776752,0.8164365],"study_design_scores_gemma":[0.000010552255,0.00010808364,0.002274416,0.044054557,0.00051547616,0.0011950495,0.0006087854,0.000163023,0.00081224076,0.0023026296,0.9479134,0.000041750223],"about_ca_topic_score_codex":0.002188242,"about_ca_topic_score_gemma":0.0039528627,"teacher_disagreement_score":0.006216583,"about_ca_system_score_codex":0.000831957,"about_ca_system_score_gemma":0.0024541065,"threshold_uncertainty_score":0.020796537},"labels":[],"label_agreement":null},{"id":"W2757920953","doi":"","title":"Using generative design principles to optimize the acoustic quality of a meeting room","year":2017,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reverberation; Computer science; Acoustics; Room acoustics; Soundproofing; Generative Design; Generative grammar; Human–computer interaction; Engineering; Artificial intelligence","score_opus":0.12297053982229147,"score_gpt":0.301905759635276,"score_spread":0.17893521981298452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757920953","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":[0.01712354,0.00034174309,0.9725562,0.00017057416,0.000044286608,0.00023826386,0.00004119538,0.00037916182,0.009105174],"genre_scores_gemma":[0.24056101,0.00056007825,0.7529116,0.00016676789,0.000022890632,0.0006893023,0.00012775653,0.00045190612,0.0045087254],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99818784,0.0006579693,0.00009637701,0.00023550534,0.0007013372,0.00012099215],"domain_scores_gemma":[0.9969208,0.001899913,0.00019613343,0.00052785856,0.00036254874,0.000092729526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033528178,0.0014648066,0.0006062181,0.0013006905,0.0006806565,0.003571666,0.0016906962,0.0012364043,0.006164678],"category_scores_gemma":[0.0064749494,0.0010765765,0.0015778848,0.0006837757,0.0019922375,0.002028636,0.0036740447,0.0017096252,0.0010919439],"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":[0.0002543233,0.00036944373,0.0045866584,0.0017806084,0.0002941187,0.00066735543,0.0032164187,0.57366437,0.08542285,0.14116181,0.0025872341,0.18599477],"study_design_scores_gemma":[0.0002827662,0.0012732873,0.0027670092,0.00043973277,0.0004710303,0.001150176,0.0013530129,0.7410624,0.040774863,0.13784938,0.07232368,0.00025270027],"about_ca_topic_score_codex":0.0007013976,"about_ca_topic_score_gemma":0.0016311349,"teacher_disagreement_score":0.006164678,"about_ca_system_score_codex":0.0010082215,"about_ca_system_score_gemma":0.0011073775,"threshold_uncertainty_score":0.02062285},"labels":[],"label_agreement":null},{"id":"W2765371846","doi":"10.71781/3121","title":"L’apport des moyens numériques aux savoir-faire artisanaux en architecture : une analyse selon les modèles de la tectonique numérique d’Oxman","year":2016,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Architecture and Computational 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":"Humanities; Geology; Art","score_opus":0.005862838219527837,"score_gpt":0.1881342878029856,"score_spread":0.18227144958345776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765371846","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22019206,0.0050905216,0.59465873,0.0029722173,0.00036087565,0.00020977126,0.00045846534,0.0010711141,0.17498627],"genre_scores_gemma":[0.7455337,0.0031487842,0.18825334,0.00030026183,0.000039653147,0.0003156708,0.00029103734,0.00053559174,0.06158197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869174,0.00031419276,0.00005073668,0.00028214545,0.0005465309,0.00011461833],"domain_scores_gemma":[0.9979253,0.0011075828,0.00016035585,0.00032474555,0.00039107885,0.00009099201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019330491,0.0012370145,0.00051942444,0.0015752404,0.0016079013,0.005929846,0.0015451874,0.0018118678,0.011129835],"category_scores_gemma":[0.0052348846,0.00094680913,0.0009718858,0.0013013968,0.0031577053,0.005416702,0.0025582036,0.002031545,0.0018587984],"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":[0.00039834494,0.00013205974,0.015908701,0.001171213,0.000117605094,0.000552303,0.022278113,0.080605954,0.038975403,0.61998135,0.0053879805,0.214491],"study_design_scores_gemma":[0.00010665827,0.0005083066,0.031967547,0.0011692044,0.0002916825,0.0013105217,0.013740105,0.26643673,0.043989576,0.30566624,0.33437246,0.0004410049],"about_ca_topic_score_codex":0.016306134,"about_ca_topic_score_gemma":0.019262737,"teacher_disagreement_score":0.016306134,"about_ca_system_score_codex":0.0036643336,"about_ca_system_score_gemma":0.0023637288,"threshold_uncertainty_score":0.037232995},"labels":[],"label_agreement":null},{"id":"W2768095171","doi":"","title":"Envisioning an evolving environment - The encounters of Gordon Pask, Cedric Price and John Frazer","year":2007,"lang":"en","type":"dissertation","venue":"Doctoral thesis, UCL (University College London).","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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":"Cybernetics; Architecture; Promotion (chess); Relevance (law); Originality; Engineering; Operations research; Sociology; Computer science; History; Artificial intelligence; Social science; Politics; Political science; Archaeology; Law","score_opus":0.007684914229781504,"score_gpt":0.19977705357683728,"score_spread":0.19209213934705577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768095171","genre_codex":"commentary","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":[0.0419589,0.061386537,0.025062893,0.46912777,0.0043758214,0.00006837143,0.000102949205,0.0003400535,0.3975767],"genre_scores_gemma":[0.6384349,0.06412304,0.026372055,0.034695625,0.0021825673,0.00010933862,0.00009780547,0.000678797,0.23330589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997718,0.0008692093,0.00005065256,0.00031172513,0.00082975026,0.00022074938],"domain_scores_gemma":[0.9984603,0.00068436825,0.00007862606,0.000113731985,0.0003096445,0.00035330356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024868844,0.00037888685,0.00032281177,0.00089868443,0.0068829204,0.008735609,0.0007761639,0.0024623896,0.0043419986],"category_scores_gemma":[0.00419682,0.0004551267,0.00018439154,0.0011357567,0.019290563,0.011880916,0.0027314513,0.006407162,0.001259732],"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":[0.000018649884,0.000013418668,0.00031118837,0.00007048885,0.0000034155737,0.0002505466,0.021196954,0.00052170735,0.00028361694,0.8234887,0.12709504,0.026746212],"study_design_scores_gemma":[0.000004706345,0.000011976038,0.00035786425,0.0001626775,0.000002493286,0.00032544174,0.009906958,0.0005101348,0.00017781112,0.11546521,0.8730434,0.000031184936],"about_ca_topic_score_codex":0.047449045,"about_ca_topic_score_gemma":0.060163945,"teacher_disagreement_score":0.047449045,"about_ca_system_score_codex":0.010057476,"about_ca_system_score_gemma":0.0076787225,"threshold_uncertainty_score":0.09434575},"labels":[],"label_agreement":null},{"id":"W2768622995","doi":"10.1121/1.5014811","title":"Multi-purpose halls… Wave of a new future or dead-end?","year":2017,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Architecture and Computational 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":"Symphony; Flexibility (engineering); Ballet; Drama; Opera; Opera house; Visual arts; Bridge (graph theory); Performing arts; Dance; Architectural engineering; History; Management; Art; Art history; Engineering","score_opus":0.021230833871306753,"score_gpt":0.25304232035593377,"score_spread":0.23181148648462702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768622995","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":[0.0989718,0.011799126,0.26824823,0.13729444,0.016128747,0.0001672017,0.0003248043,0.002345033,0.46472064],"genre_scores_gemma":[0.7157608,0.0047254064,0.0914972,0.008427045,0.0019194238,0.00020382697,0.0001996179,0.000810501,0.17645621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986141,0.00051395484,0.000027376296,0.00019608677,0.00032285924,0.00032569913],"domain_scores_gemma":[0.99852496,0.0003119838,0.000086169624,0.0003787261,0.00022607695,0.00047213843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025734163,0.00064588164,0.0003390158,0.00041071617,0.0025228902,0.0070553017,0.0016055002,0.0019358738,0.024435988],"category_scores_gemma":[0.0032579326,0.00043613664,0.00061773235,0.00036285789,0.004302024,0.016429625,0.0053423815,0.003257939,0.003715328],"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":[0.00017371884,0.00007123698,0.0012038323,0.0001931538,0.000024153771,0.00024159151,0.0039901286,0.0017208995,0.0016717215,0.7979885,0.06695298,0.12576804],"study_design_scores_gemma":[0.000030440731,0.00011603507,0.0006607461,0.00019446123,0.0000148735235,0.00030434973,0.0072715944,0.0021471896,0.0009830242,0.14831808,0.83990043,0.000058768062],"about_ca_topic_score_codex":0.0013032375,"about_ca_topic_score_gemma":0.0030261986,"teacher_disagreement_score":0.024435988,"about_ca_system_score_codex":0.0014362617,"about_ca_system_score_gemma":0.0012818524,"threshold_uncertainty_score":0.08174658},"labels":[],"label_agreement":null},{"id":"W2769691931","doi":"10.5151/sigradi2017-004","title":"Experimentação prática de encaixes em fabricação digital subtrativa","year":2017,"lang":"pt","type":"article","venue":"","topic":"Architecture and Computational Design","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Router; Production (economics); Computer science; Manufacturing engineering; Architectural engineering; Engineering; Computer network","score_opus":0.02272588162114797,"score_gpt":0.271148835825384,"score_spread":0.24842295420423605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769691931","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":[0.9874099,0.00019925747,0.006663754,0.00005500041,0.000055291028,0.00008244768,0.0001448808,0.0001518403,0.0052376287],"genre_scores_gemma":[0.9909355,0.000119615936,0.006815495,0.000018670902,0.000009430404,0.00006303329,0.00006906544,0.00004075837,0.0019284361],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850756,0.0002809955,0.00009006802,0.0003167218,0.0005610991,0.0002434923],"domain_scores_gemma":[0.99592423,0.0020159888,0.0003272689,0.0009780934,0.00055577804,0.0001986005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016068192,0.00041730903,0.0004995246,0.00069891807,0.0007062353,0.00089930545,0.00083133805,0.00079590967,0.005851952],"category_scores_gemma":[0.005064886,0.00036577007,0.00045290607,0.0007503883,0.0009349078,0.0010903209,0.0009708035,0.0008076952,0.0005963592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024334178,0.003196092,0.0099932095,0.0013666004,0.00009413104,0.0008835371,0.0030027558,0.028900625,0.85606503,0.005704289,0.0013715135,0.08698884],"study_design_scores_gemma":[0.00021033497,0.009708313,0.03471694,0.00012784536,0.00015740115,0.0006110546,0.0026861362,0.0655879,0.8634173,0.002932785,0.019724378,0.00011951791],"about_ca_topic_score_codex":0.00088231254,"about_ca_topic_score_gemma":0.0015949613,"teacher_disagreement_score":0.005851952,"about_ca_system_score_codex":0.00046755376,"about_ca_system_score_gemma":0.0002890834,"threshold_uncertainty_score":0.019576728},"labels":[],"label_agreement":null},{"id":"W2769990413","doi":"","title":"REPENSER NOS MODES ORGANISATIONNELLES DANS LE DOMAINE ARCHITECTURAL : REPOSITIONNER LE « PROJET » COMME UN ESPACE COMMUNICATIONNEL","year":2017,"lang":"fr","type":"article","venue":"Commposite","topic":"Architecture and Computational Design","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 du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Sociology","score_opus":0.022241431550658875,"score_gpt":0.23984992959551596,"score_spread":0.21760849804485707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769990413","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":[0.03379458,0.0017289274,0.8861894,0.0046553267,0.00026993253,0.00010065022,0.000044787943,0.00033180937,0.072884485],"genre_scores_gemma":[0.47875032,0.0023442907,0.48043188,0.00056713447,0.00013937996,0.0003525578,0.00008436891,0.00032948895,0.037000652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99514717,0.0022251569,0.00024594917,0.000784595,0.0012292017,0.00036791642],"domain_scores_gemma":[0.99234784,0.0037422783,0.00055926363,0.0018740983,0.0009910212,0.00048548306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005969141,0.0008421282,0.0004425048,0.0017796049,0.003317002,0.013312916,0.0016387048,0.003348445,0.0069885505],"category_scores_gemma":[0.009707389,0.0007855349,0.00083240937,0.0016795573,0.0133758485,0.013153541,0.00540781,0.0036867736,0.0016251265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003343788,0.000024145711,0.0011447909,0.00015860845,0.0000119222095,0.00017197043,0.015123509,0.0037419477,0.0032419998,0.935022,0.0009385181,0.040387],"study_design_scores_gemma":[0.000032919543,0.00015342502,0.0023504694,0.0007796359,0.000056590503,0.000969503,0.020878121,0.02849462,0.00837013,0.59818715,0.33960712,0.00012029657],"about_ca_topic_score_codex":0.0059606223,"about_ca_topic_score_gemma":0.0076205903,"teacher_disagreement_score":0.013312916,"about_ca_system_score_codex":0.0032416712,"about_ca_system_score_gemma":0.0044987365,"threshold_uncertainty_score":0.03156817},"labels":[],"label_agreement":null},{"id":"W2770263793","doi":"10.15168/xy.v2i3.58","title":"Lucio Saffaro, un incontro","year":2017,"lang":"it","type":"article","venue":"Università degli Studi di Trento","topic":"Architecture and Computational 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":"Escher; Coxeter group; Encyclopedia; Exhibition; Art history; Art; Mathematics; Classics; Philosophy; Computer science; Combinatorics; Linguistics","score_opus":0.010687072584965545,"score_gpt":0.210055698042999,"score_spread":0.19936862545803347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770263793","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":[0.0041313823,0.03665115,0.0083554005,0.042969283,0.016090097,0.000041557952,0.0003033669,0.00053471426,0.89092296],"genre_scores_gemma":[0.03623328,0.011645903,0.0037129798,0.0075231018,0.0035497157,0.000041990894,0.00021131017,0.00042418076,0.93665737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998439,0.00028818415,0.000053931228,0.0004481645,0.00056860613,0.00020218955],"domain_scores_gemma":[0.99882966,0.0002725389,0.00007963826,0.00019032502,0.00039104375,0.00023681296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009269508,0.0009527303,0.0003964994,0.0012650422,0.004477999,0.006632075,0.0008015224,0.0021661052,0.04760229],"category_scores_gemma":[0.002497652,0.00053051306,0.00045672868,0.0011283901,0.0060040024,0.0048208786,0.0023192943,0.0034663791,0.020615451],"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":[0.00007951551,0.000020827005,0.0006774402,0.00019250158,0.000007499001,0.00022317388,0.0028759253,0.00013590098,0.0009705897,0.34552684,0.5590605,0.09022922],"study_design_scores_gemma":[0.000001582328,0.000007413142,0.00017625366,0.00003812294,0.0000013371916,0.00007947473,0.00017857071,0.000032209453,0.00014122874,0.004116732,0.9952219,0.000005177379],"about_ca_topic_score_codex":0.012441688,"about_ca_topic_score_gemma":0.03658032,"teacher_disagreement_score":0.04760229,"about_ca_system_score_codex":0.0048177843,"about_ca_system_score_gemma":0.0037491338,"threshold_uncertainty_score":0.15924555},"labels":[],"label_agreement":null},{"id":"W2782268347","doi":"","title":"Usage and Flow of Aluminum Sheet Within the U.S. and Canadian Residential Building Products","year":2012,"lang":"en","type":"article","venue":"Light metal age","topic":"Architecture and Computational Design","field":"Engineering","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":"Aluminium; Engineering; Environmental science; Forensic engineering; Metallurgy; Materials science","score_opus":0.008285668749952046,"score_gpt":0.19081507651564183,"score_spread":0.1825294077656898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782268347","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":[0.9828098,0.0003550276,0.00031533398,0.00009166831,0.000004090333,0.000018097737,0.0035702556,0.0000209542,0.012814777],"genre_scores_gemma":[0.9886903,0.0004988106,0.0008905194,0.000020798496,0.0000023734706,0.000007973977,0.0019502153,0.000018802477,0.007920263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999602,0.000037191727,0.000013466328,0.000057946603,0.00019114878,0.00009821617],"domain_scores_gemma":[0.99921846,0.00007984123,0.00011420238,0.000027041911,0.00046981627,0.00009059924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026613715,0.0002046536,0.00009261664,0.0026637397,0.0012109914,0.0017860893,0.00049036543,0.00025638187,0.0031835563],"category_scores_gemma":[0.00096552266,0.00016877454,0.00023797265,0.0034358029,0.00062455004,0.00054848526,0.00048053876,0.00024941558,0.00042731196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003102124,0.0000679022,0.8629937,0.000108000706,0.000052152565,0.00035002356,0.012281466,0.0034337826,0.005015466,0.0058465055,0.006867005,0.10267386],"study_design_scores_gemma":[0.0000020465857,0.000025005385,0.970518,0.0000594447,0.000023956272,0.00010362932,0.0083706565,0.0027859448,0.0011230923,0.00015715306,0.016808007,0.000023175036],"about_ca_topic_score_codex":0.96101516,"about_ca_topic_score_gemma":0.9883172,"teacher_disagreement_score":0.038984835,"about_ca_system_score_codex":0.010888653,"about_ca_system_score_gemma":0.007403925,"threshold_uncertainty_score":0.079003036},"labels":[],"label_agreement":null},{"id":"W2783491605","doi":"10.1002/ad.2262","title":"Defining Environments: Understanding Architectural Performance through Modelling, Simulation and Visualisation","year":2018,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"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; Productivity; Computer science; Visualization; Set (abstract data type); Architectural engineering; Energy consumption; Data science; Software engineering; Engineering; Artificial intelligence","score_opus":0.05754566405460317,"score_gpt":0.25520849979233445,"score_spread":0.19766283573773127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783491605","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08087657,0.0026213215,0.86321545,0.003586289,0.00012694726,0.00011586203,0.0005531378,0.002110284,0.04679414],"genre_scores_gemma":[0.66465074,0.0032784555,0.32626134,0.00015433309,0.00005071743,0.00017377971,0.0005304727,0.0008395984,0.004060565],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99800783,0.0010730294,0.00010743472,0.00015352154,0.00050631876,0.00015184846],"domain_scores_gemma":[0.99696916,0.0018921763,0.00022835955,0.00045927186,0.0003115274,0.00013959924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002986355,0.001219533,0.00060443743,0.0028480443,0.0010566349,0.008712648,0.0013639969,0.0018026232,0.0035912574],"category_scores_gemma":[0.007913534,0.00086377363,0.0007344283,0.0025035834,0.004265716,0.009522441,0.003194959,0.0016547692,0.0009793764],"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":[0.00007617915,0.00007977311,0.0078093344,0.000449947,0.00009996653,0.00023773599,0.011151958,0.5187235,0.004805929,0.34752786,0.0060476237,0.10299031],"study_design_scores_gemma":[0.000033025444,0.00007069658,0.004300439,0.0005108936,0.000051829178,0.00024871933,0.0067929714,0.55818456,0.0053235753,0.31573915,0.10857618,0.00016796851],"about_ca_topic_score_codex":0.011887176,"about_ca_topic_score_gemma":0.009569893,"teacher_disagreement_score":0.011887176,"about_ca_system_score_codex":0.0021251068,"about_ca_system_score_gemma":0.0014466081,"threshold_uncertainty_score":0.023635924},"labels":[],"label_agreement":null},{"id":"W2785156228","doi":"10.26443/ijwpc.v5i1.176","title":"Concept of architectural sphere spaces design for children with autistic spectrum disorders","year":2018,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Autism; Psychology; Autism spectrum disorder; Autistic spectrum; Developmental psychology; Focus (optics); Computer science; Cognitive psychology; Optics","score_opus":0.00800862833580715,"score_gpt":0.22708780955193392,"score_spread":0.21907918121612677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785156228","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37609586,0.003837851,0.27989462,0.0058216844,0.00037670118,0.0005688452,0.0002202471,0.00060310797,0.3325811],"genre_scores_gemma":[0.82522625,0.0013536379,0.15227073,0.00019901636,0.000025937688,0.0003010255,0.00012402721,0.000059665752,0.020439556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994803,0.00021436458,0.00003884043,0.00006170386,0.00015610116,0.000048776914],"domain_scores_gemma":[0.9997398,0.00006289807,0.000038404298,0.000025480682,0.000079965816,0.000053475884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037447098,0.00049616955,0.00014069917,0.00078145467,0.0009720117,0.0016775787,0.00056186825,0.00061038864,0.0033312344],"category_scores_gemma":[0.0008537483,0.00018567914,0.00036402777,0.0003618916,0.002237012,0.0013601624,0.0016956272,0.0005730204,0.00042196532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015447654,0.00023484901,0.024490483,0.0011919839,0.000046136014,0.004034295,0.06436313,0.0060918797,0.020811744,0.5604175,0.014700485,0.3034631],"study_design_scores_gemma":[0.00007576382,0.0007239976,0.03408938,0.0011228315,0.00018189255,0.019527193,0.10410988,0.027273517,0.009662527,0.18294846,0.62012386,0.00016060338],"about_ca_topic_score_codex":0.0017910566,"about_ca_topic_score_gemma":0.0037324296,"teacher_disagreement_score":0.0033312344,"about_ca_system_score_codex":0.0009682351,"about_ca_system_score_gemma":0.0012842489,"threshold_uncertainty_score":0.011144102},"labels":[],"label_agreement":null},{"id":"W2785529673","doi":"10.56255/ma.v0i15.102","title":"Biomateriales y tecnologías para una nueva arquitectura","year":2017,"lang":"es","type":"article","venue":"Materia Arquitectura","topic":"Architecture and Computational Design","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 Laval","funders":"","keywords":"Humanities; Art; Geography","score_opus":0.020199102048052375,"score_gpt":0.2789462755795959,"score_spread":0.25874717353154353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785529673","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":[0.06247984,0.032053836,0.70875955,0.0071938927,0.0016844742,0.00015459483,0.00019649495,0.0011780212,0.1862993],"genre_scores_gemma":[0.5281253,0.031520214,0.3661006,0.0009390522,0.000359331,0.0003702173,0.00020384208,0.00036296525,0.07201849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99911684,0.00023530542,0.00005001692,0.00015756462,0.00034712732,0.00009314372],"domain_scores_gemma":[0.999178,0.00026071933,0.00006556556,0.00026373603,0.00016189112,0.00007017675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014057477,0.00087109004,0.00056865043,0.001142609,0.001550201,0.00481078,0.0012412108,0.0018086393,0.0077077826],"category_scores_gemma":[0.0016134229,0.00061357213,0.0009317225,0.0010454939,0.00375386,0.0041618114,0.0026018969,0.002159736,0.0020444307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004267732,0.000047504767,0.0007031716,0.00062521815,0.00003320909,0.0001874728,0.001091025,0.01087521,0.031136777,0.86359185,0.0026939414,0.08897202],"study_design_scores_gemma":[0.00003063653,0.0002172241,0.0013184666,0.00086167385,0.000082748695,0.0010583118,0.0017423421,0.02136797,0.037303027,0.45189893,0.48401493,0.00010377537],"about_ca_topic_score_codex":0.0010820868,"about_ca_topic_score_gemma":0.0019859294,"teacher_disagreement_score":0.0077077826,"about_ca_system_score_codex":0.0015456112,"about_ca_system_score_gemma":0.0019345721,"threshold_uncertainty_score":0.025785089},"labels":[],"label_agreement":null},{"id":"W2789287288","doi":"10.18740/ss27250","title":"William Morris and the \"Moral Qualities\" of Ornament","year":2018,"lang":"en","type":"article","venue":"Socialist studies","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Political science; Sociology; Philosophy","score_opus":0.03300457391049347,"score_gpt":0.2855561556852581,"score_spread":0.25255158177476467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789287288","genre_codex":"commentary","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":[0.007679193,0.03315207,0.0055693286,0.7102368,0.010440505,0.00001735724,0.000066406836,0.00008764165,0.23275074],"genre_scores_gemma":[0.43914714,0.024845494,0.0060559483,0.07847284,0.013157506,0.00010420521,0.000051380823,0.00044426703,0.43772122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988166,0.0006863361,0.000040716975,0.00010734535,0.00026522813,0.00008372232],"domain_scores_gemma":[0.99632096,0.0022538279,0.00019032123,0.00019553465,0.00080664014,0.00023273988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018920357,0.00049489376,0.0003325361,0.0010345052,0.0035268976,0.0044983863,0.00085725024,0.0027682947,0.015671164],"category_scores_gemma":[0.007850279,0.00035812941,0.00020659083,0.00086770987,0.016399425,0.0068799416,0.002452552,0.005004993,0.002055078],"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":[0.000012482675,0.00000768462,0.00018728773,0.000046434216,0.0000038096484,0.000041974672,0.0034778551,0.0001367147,0.000040335242,0.87344694,0.113273,0.009325517],"study_design_scores_gemma":[0.000008576852,0.0000052507207,0.00027889456,0.00011509931,0.0000052066507,0.000063506675,0.0028291726,0.00017127355,0.0000876047,0.41289198,0.5835193,0.000024096807],"about_ca_topic_score_codex":0.023747522,"about_ca_topic_score_gemma":0.044957895,"teacher_disagreement_score":0.023747522,"about_ca_system_score_codex":0.0031553106,"about_ca_system_score_gemma":0.0017440036,"threshold_uncertainty_score":0.052425265},"labels":[],"label_agreement":null},{"id":"W2790834202","doi":"10.4000/crau.581","title":"Instrumentation des phases initiales du projet architectural pour le choix des matériaux","year":2012,"lang":"fr","type":"article","venue":"Les Cahiers de la recherche architecturale et urbaine","topic":"Architecture and Computational Design","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":"Public Works and Government Services Canada","funders":"","keywords":"Humanities; Philosophy","score_opus":0.10629734884435739,"score_gpt":0.32696331638806453,"score_spread":0.22066596754370715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790834202","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28922096,0.0016280494,0.6725152,0.0013345173,0.00036743615,0.0016591388,0.0007737387,0.0020175222,0.030483514],"genre_scores_gemma":[0.46789965,0.0010125604,0.51347905,0.00021549952,0.00006399845,0.0014369431,0.00084141013,0.0006658617,0.014385058],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884748,0.0041624373,0.00059193594,0.0012598629,0.004645202,0.0008658605],"domain_scores_gemma":[0.96464145,0.016864164,0.0019485926,0.0064312913,0.008878686,0.001235838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012769198,0.0011211386,0.0006470433,0.0023119475,0.0016524546,0.0048451866,0.0013004056,0.0013110352,0.00599444],"category_scores_gemma":[0.032006823,0.0009504325,0.00091457966,0.001601456,0.002266482,0.0038411643,0.002306368,0.0028580313,0.0020809884],"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":[0.0011408194,0.0015457022,0.028458819,0.0024287987,0.0001691696,0.00058535,0.019804746,0.028969076,0.20251127,0.09426718,0.00701344,0.61310565],"study_design_scores_gemma":[0.00020764349,0.0039463043,0.07469491,0.0015359321,0.0002458607,0.0008407782,0.020273728,0.05791363,0.48930582,0.0697612,0.2807795,0.00049474713],"about_ca_topic_score_codex":0.0037147969,"about_ca_topic_score_gemma":0.005770811,"teacher_disagreement_score":0.012769198,"about_ca_system_score_codex":0.0025119307,"about_ca_system_score_gemma":0.0066590584,"threshold_uncertainty_score":0.06753075},"labels":[],"label_agreement":null},{"id":"W2794077465","doi":"10.6000/1929-6002.2017.06.04.2","title":"Form follows Zero Energy: Technological Design for Sustainable Housing in Extreme Climate Areas","year":2018,"lang":"en","type":"article","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Zero-energy building; Renewable energy; Architecture; Efficient energy use; Sustainable design; Process (computing); Building design; Engineering; Engineering design process; Architectural technology; Environmental economics; Environmental resource management; Civil engineering; Sustainability; Computer science; Environmental science; Geography; Ecology","score_opus":0.025656490930735184,"score_gpt":0.23800177421963595,"score_spread":0.21234528328890076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794077465","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":[0.101375245,0.00077601796,0.65579736,0.0018023731,0.00043912683,0.000356366,0.00015169826,0.00060428877,0.23869759],"genre_scores_gemma":[0.65490067,0.0010070291,0.28226754,0.00032527623,0.000053718635,0.00038561458,0.00017211797,0.00021961801,0.060668446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997056,0.00010624215,0.000012348853,0.00003325007,0.00011051282,0.000031982807],"domain_scores_gemma":[0.9998703,0.00002352419,0.000012407448,0.000025496018,0.000046703066,0.00002148848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045957966,0.00040610286,0.00017911044,0.00028193003,0.00080387096,0.0019417236,0.0007406581,0.0006425367,0.010248379],"category_scores_gemma":[0.0006050207,0.0001938731,0.00040948685,0.000267352,0.0009526781,0.0012721822,0.0013265673,0.0004805065,0.0020538287],"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":[0.0001764916,0.00021347114,0.0030289527,0.0007453177,0.00003578006,0.00073737255,0.0022688296,0.08361899,0.043133546,0.5851498,0.014951709,0.26593968],"study_design_scores_gemma":[0.00011465005,0.0011235632,0.00453974,0.0002767696,0.00009494296,0.0013680048,0.0037373893,0.15250628,0.02572497,0.2337662,0.5766502,0.00009729611],"about_ca_topic_score_codex":0.0005606779,"about_ca_topic_score_gemma":0.0014071285,"teacher_disagreement_score":0.010248379,"about_ca_system_score_codex":0.00041944953,"about_ca_system_score_gemma":0.00070924486,"threshold_uncertainty_score":0.034284294},"labels":[],"label_agreement":null},{"id":"W2794185800","doi":"10.6000/1929-6002.2017.06.03.1","title":"Technological Dimensions of Nearly ZEB Design: Evolving toward a Nearly Zero Energy Oriented Landscape","year":2018,"lang":"en","type":"article","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Renewable energy; Energy transition; Business; Engineering; Electrical engineering","score_opus":0.013061567003534913,"score_gpt":0.2251375359624306,"score_spread":0.2120759689588957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794185800","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":[0.1167809,0.0021551147,0.5511972,0.019887602,0.0003603214,0.00012504258,0.00005347105,0.000524978,0.3089154],"genre_scores_gemma":[0.802013,0.0015553838,0.17044725,0.0016040701,0.00006685187,0.00020840218,0.00006991865,0.00041819218,0.023616994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99573463,0.0025477153,0.00012954627,0.00040411713,0.00085265946,0.000331395],"domain_scores_gemma":[0.9979995,0.0006081953,0.00017871866,0.00052465306,0.00040654288,0.00028243804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005465917,0.0005868252,0.00032345898,0.0010268316,0.0027088455,0.010472298,0.0013256465,0.0018602621,0.0037411223],"category_scores_gemma":[0.003814853,0.0005772705,0.0005119587,0.0006319252,0.015199374,0.009908874,0.0056432514,0.0026614962,0.0012013116],"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":[0.000021841262,0.000023286782,0.00060091267,0.000102074555,0.000010489601,0.00012052651,0.0073205307,0.002602524,0.002048269,0.9678283,0.0014483797,0.017872868],"study_design_scores_gemma":[0.000024020399,0.00013206963,0.0010427221,0.00021903228,0.000020027463,0.0004907712,0.009825905,0.007259492,0.002291448,0.70624405,0.27239987,0.000050557952],"about_ca_topic_score_codex":0.001148564,"about_ca_topic_score_gemma":0.0018340783,"teacher_disagreement_score":0.010472298,"about_ca_system_score_codex":0.0031553332,"about_ca_system_score_gemma":0.0025424794,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2798215572","doi":"10.2307/1504766","title":"The Evolution of Terra Cotta: \"Glazing New Trails\"","year":2001,"lang":"en","type":"article","venue":"APT Bulletin","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glazing; Geography; Cartography; Remote sensing; Engineering; Civil engineering","score_opus":0.005832498901370997,"score_gpt":0.1786872786185765,"score_spread":0.1728547797172055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798215572","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":[0.19993363,0.002068309,0.019424723,0.014026594,0.0022098857,0.00011679958,0.00047076336,0.0015661427,0.7601832],"genre_scores_gemma":[0.6716436,0.0010027277,0.024463996,0.001787419,0.00013627221,0.000057585785,0.00035737062,0.0014418487,0.29910916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9996636,0.00007165049,0.000007061264,0.00007054321,0.00009014737,0.000097063275],"domain_scores_gemma":[0.9996371,0.00003274398,0.000014525605,0.000090259215,0.00011580673,0.00010949419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005660318,0.00040826062,0.00025682297,0.00064379297,0.0064129997,0.0038095955,0.0008353203,0.00095355086,0.023982028],"category_scores_gemma":[0.0015152012,0.00026428344,0.00031579766,0.0009330786,0.003956189,0.001217437,0.002467239,0.0017321899,0.0030265497],"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":[0.00035945108,0.00010068443,0.0060809064,0.00018647667,0.00004143821,0.0010905901,0.025548652,0.006057364,0.008275637,0.6160572,0.12288714,0.21331446],"study_design_scores_gemma":[0.000018965788,0.000068304296,0.0038336676,0.0001305101,0.000016821743,0.0002632367,0.0050524385,0.0018679501,0.00087232655,0.019748392,0.96809846,0.0000288971],"about_ca_topic_score_codex":0.13361172,"about_ca_topic_score_gemma":0.3403091,"teacher_disagreement_score":0.13361172,"about_ca_system_score_codex":0.004249104,"about_ca_system_score_gemma":0.0032675143,"threshold_uncertainty_score":0.26566803},"labels":[],"label_agreement":null},{"id":"W2800315451","doi":"10.52842/conf.caadria.2010.259","title":"ROBO studio: towards architectronics","year":2010,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Architecture; Mechatronics; Framing (construction); Computer science; Studio; Systems engineering; Applications architecture; Systems architecture; Engineering; Architectural engineering; Human–computer interaction; Artificial intelligence","score_opus":0.0808996126400793,"score_gpt":0.32220599411461537,"score_spread":0.24130638147453606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800315451","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":[0.005764486,0.0048931395,0.67211646,0.0075428756,0.0015815068,0.00017212103,0.0004521674,0.014286375,0.29319093],"genre_scores_gemma":[0.060853787,0.005857092,0.7091775,0.00157089,0.00077744114,0.00041069998,0.0020902175,0.008851658,0.2104108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99597675,0.0015396497,0.00019574672,0.00043268016,0.0015309582,0.0003242428],"domain_scores_gemma":[0.997045,0.0006082892,0.00009107019,0.0010275163,0.0006674085,0.00056077755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064247926,0.0013230672,0.00067102676,0.0029179328,0.0021206199,0.009280916,0.003004846,0.0026005732,0.032986723],"category_scores_gemma":[0.0066075944,0.0013126656,0.0011592121,0.0015235106,0.003766199,0.007216429,0.006632672,0.004512189,0.020460185],"study_design_candidate":"bench_or_experimental","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":[0.000047167516,0.000084726904,0.00039338195,0.0002793718,0.000014743336,0.00012389214,0.003361094,0.0020077524,0.0026566647,0.7545419,0.07137903,0.16511035],"study_design_scores_gemma":[0.000015100266,0.000014149339,0.00013316098,0.00014064537,0.0000046112673,0.00018446571,0.0003729286,0.0029570977,0.00081613054,0.07400128,0.92134464,0.000015863081],"about_ca_topic_score_codex":0.0030330732,"about_ca_topic_score_gemma":0.005318818,"teacher_disagreement_score":0.032986723,"about_ca_system_score_codex":0.002404963,"about_ca_system_score_gemma":0.003283303,"threshold_uncertainty_score":0.11035162},"labels":[],"label_agreement":null},{"id":"W2804146262","doi":"10.22215/etd/2013-07374","title":"Re-designing the traditional residential house in contemporary China : using a re-interpreted dou-kung to develop a new vernacular typology","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University; Library and Archives Canada","funders":"","keywords":"Typology; Vernacular; China; Humanities; Sociology; Art; Geography; Literature; Archaeology","score_opus":0.03726804756671647,"score_gpt":0.25792595797699114,"score_spread":0.22065791041027466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804146262","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":[0.62544584,0.0015954281,0.038896013,0.0023609626,0.00030649442,0.00017657237,0.00018798433,0.00019360933,0.33083698],"genre_scores_gemma":[0.96041036,0.00044076983,0.00525209,0.00010347556,0.000020091282,0.00005557659,0.00007915051,0.000052820924,0.033585865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995382,0.00017001158,0.000022520371,0.000096410615,0.00007989451,0.00009298832],"domain_scores_gemma":[0.9998018,0.000030221541,0.000021132106,0.000077882156,0.0000397152,0.000029326491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006971462,0.00035740054,0.00015985002,0.001319844,0.0036739542,0.0021566655,0.0005934465,0.00036947234,0.0046554813],"category_scores_gemma":[0.00066932745,0.00013209159,0.00019305259,0.0027751983,0.0063404716,0.0022577,0.0013064931,0.0006786828,0.00031321665],"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":[0.00006636508,0.000024989406,0.012344904,0.00014256884,0.000009957329,0.0007242792,0.15270345,0.001076813,0.0026544346,0.73673016,0.004698903,0.08882308],"study_design_scores_gemma":[0.000025687323,0.00018838639,0.046042345,0.00031576745,0.000053038293,0.0009743191,0.12372089,0.009326767,0.0041857953,0.08981603,0.7252706,0.00008033366],"about_ca_topic_score_codex":0.026822155,"about_ca_topic_score_gemma":0.07340493,"teacher_disagreement_score":0.026822155,"about_ca_system_score_codex":0.0039839065,"about_ca_system_score_gemma":0.002282535,"threshold_uncertainty_score":0.05333203},"labels":[],"label_agreement":null},{"id":"W2806494310","doi":"10.1145/3231555.3231556","title":"Artificial evolution 2017","year":2018,"lang":"en","type":"article","venue":"ACM SIGEVOlution","topic":"Architecture and Computational 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":"Boulevard; Art history; Situated; History; Art; Humanities; Visual arts; Library science; Archaeology; Artificial intelligence; Computer science","score_opus":0.018185755803569757,"score_gpt":0.2320993772674087,"score_spread":0.21391362146383894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806494310","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":[0.010878912,0.067896605,0.16709204,0.05319401,0.052761357,0.00044143436,0.0051819645,0.00476215,0.6377915],"genre_scores_gemma":[0.18200131,0.08226289,0.11669227,0.00946748,0.017608803,0.0009910226,0.019143248,0.003523143,0.5683098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986424,0.00042025404,0.00007120033,0.00025971892,0.00047063234,0.00013585716],"domain_scores_gemma":[0.99735224,0.00070426334,0.00007444411,0.00045407546,0.00072513835,0.0006898439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003244398,0.0009410635,0.0007820309,0.0012454019,0.0012048755,0.0051662778,0.0014633783,0.0019919835,0.060189143],"category_scores_gemma":[0.0065073175,0.0004362903,0.0009211119,0.00085796526,0.0015670925,0.002348489,0.0027764854,0.0033251573,0.023504637],"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":[0.000120217956,0.00008989736,0.0010431077,0.00037381612,0.00010554199,0.00018829633,0.00015472977,0.006918578,0.0019954569,0.19913945,0.4728818,0.31698912],"study_design_scores_gemma":[0.000024292618,0.000047545494,0.0008027998,0.00023823766,0.000016025448,0.00017422794,0.000060784187,0.006155447,0.0011284148,0.10321845,0.8881043,0.000029530172],"about_ca_topic_score_codex":0.0019392716,"about_ca_topic_score_gemma":0.0020737357,"teacher_disagreement_score":0.060189143,"about_ca_system_score_codex":0.0022715102,"about_ca_system_score_gemma":0.002374565,"threshold_uncertainty_score":0.20135272},"labels":[],"label_agreement":null},{"id":"W2809083299","doi":"10.71781/2699","title":"Traductions constructives du projet d'architecture : théoriser le détail à l'ère de la modélisation intégrative","year":2017,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Architecture and Computational 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":"Humanities; Mod; Philosophy; Physics; Mathematics; Combinatorics","score_opus":0.007320571432784412,"score_gpt":0.22069255591083375,"score_spread":0.21337198447804934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809083299","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":[0.049847513,0.0020025526,0.4663602,0.00982577,0.0002830573,0.00020555008,0.0001222207,0.00026532306,0.47108787],"genre_scores_gemma":[0.83759826,0.0021342412,0.12840188,0.00065959047,0.000113039576,0.0005535953,0.00019772293,0.00024293235,0.030098744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99372274,0.0035181923,0.00023191121,0.0008089674,0.0013876972,0.00033046748],"domain_scores_gemma":[0.99171937,0.0044107754,0.00045714763,0.0019579632,0.001122931,0.00033182953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006794072,0.0009943955,0.0005926255,0.0028527146,0.003174024,0.012423615,0.00242862,0.0025777477,0.013047309],"category_scores_gemma":[0.011503805,0.00076209486,0.0015777,0.0028477802,0.025652125,0.016186774,0.0072203623,0.004363706,0.0015603082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057392467,0.000009513506,0.0002865509,0.000051277704,0.0000054845027,0.000054960452,0.007252138,0.0010928586,0.00017461898,0.9859805,0.00025482744,0.0048314906],"study_design_scores_gemma":[0.000020006688,0.00003929849,0.0006026142,0.00033425353,0.000027930977,0.00022209524,0.009848333,0.007342334,0.00059533404,0.9098185,0.07112728,0.000021987575],"about_ca_topic_score_codex":0.0040725083,"about_ca_topic_score_gemma":0.0032556248,"teacher_disagreement_score":0.013047309,"about_ca_system_score_codex":0.005479337,"about_ca_system_score_gemma":0.0057449793,"threshold_uncertainty_score":0.043647587},"labels":[],"label_agreement":null},{"id":"W2809327759","doi":"10.22215/etd/2015-10864","title":"Home for a New Livelihood: Building for a Forest &amp; Freshwater Food Foraging Community","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Livelihood; Thunder; Bay; Fishing; Recreation; Foraging; Geography; Fishery; Food security; Population; Agriculture; Environmental resource management; Ecology; Environmental science; Archaeology; Sociology; Biology","score_opus":0.0361956185492452,"score_gpt":0.2768633156912473,"score_spread":0.2406676971420021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809327759","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":[0.2321417,0.0013134988,0.07853831,0.020539058,0.00047320125,0.0002498561,0.00025373968,0.0007070758,0.66578346],"genre_scores_gemma":[0.6626437,0.0024126917,0.10910644,0.0009147582,0.00005282425,0.00015762019,0.00032086603,0.00019333293,0.22419769],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998578,0.00002788057,0.0000021697504,0.000016298907,0.000050699753,0.000045213736],"domain_scores_gemma":[0.99974006,0.000012918158,0.000012180474,0.000017439204,0.00004808855,0.00016925232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029531983,0.00018497602,0.000066451685,0.00018721691,0.002346242,0.0021336968,0.0005154946,0.00037659015,0.010889917],"category_scores_gemma":[0.0004091413,0.00010679903,0.00012249843,0.00020229621,0.0011482955,0.0010179107,0.001730489,0.000599962,0.0021419127],"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":[0.00006609007,0.0002841085,0.019594748,0.00023356159,0.000019061585,0.00061707,0.021630745,0.0049634534,0.008323354,0.15253706,0.2321998,0.559531],"study_design_scores_gemma":[0.000012224779,0.00009761145,0.011550646,0.00020967393,0.000018291355,0.00037909843,0.022599407,0.0053270496,0.0016083934,0.022945642,0.9352248,0.000027208955],"about_ca_topic_score_codex":0.032983728,"about_ca_topic_score_gemma":0.15357675,"teacher_disagreement_score":0.032983728,"about_ca_system_score_codex":0.0021471495,"about_ca_system_score_gemma":0.0040444783,"threshold_uncertainty_score":0.06558347},"labels":[],"label_agreement":null},{"id":"W2891420992","doi":"10.2495/sdp-v13-n7-985-996","title":"High density architecture as local factory of circular economy","year":2018,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Comisión Nacional de Investigación Científica y Tecnológica; Centro de Estudios de Conflicto y Cohesión Social","keywords":"Circular economy; Factory (object-oriented programming); Architecture; Engineering; Business; Computer science; Geography; Ecology; Archaeology","score_opus":0.006265041385387545,"score_gpt":0.20735158293871564,"score_spread":0.20108654155332809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891420992","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":[0.5434158,0.0052509466,0.07711883,0.00197848,0.000070756716,0.00015974737,0.00013987948,0.00033285609,0.37153277],"genre_scores_gemma":[0.9790931,0.0010631125,0.0073996508,0.00004771276,0.00000928893,0.000034952605,0.00002731015,0.000023845927,0.012301001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995907,0.00019044953,0.000010364396,0.00005130486,0.000094227486,0.00006290411],"domain_scores_gemma":[0.999793,0.000054198044,0.000034056713,0.000048066566,0.00003562927,0.000034985416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005118374,0.00022427263,0.00014762406,0.00062500045,0.0010612948,0.0026875124,0.0005256139,0.00040306253,0.004864342],"category_scores_gemma":[0.00045521176,0.00019087832,0.00020501591,0.0007625398,0.0035507593,0.0012301004,0.0019261525,0.0004047563,0.0004473169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008517816,0.00009555827,0.021561736,0.0007549833,0.00003251343,0.0015005339,0.010062893,0.031519048,0.0052991775,0.8334472,0.003464567,0.09217651],"study_design_scores_gemma":[0.00004992837,0.00031798767,0.059552915,0.0009183824,0.00009427725,0.0025738748,0.035089746,0.042720176,0.007747467,0.26128656,0.589543,0.00010572053],"about_ca_topic_score_codex":0.003663594,"about_ca_topic_score_gemma":0.010158436,"teacher_disagreement_score":0.004864342,"about_ca_system_score_codex":0.0023548948,"about_ca_system_score_gemma":0.0011105092,"threshold_uncertainty_score":0.017086029},"labels":[],"label_agreement":null},{"id":"W2893123012","doi":"10.1145/3256528","title":"Session details: Architecture","year":2008,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Session (web analytics); Computer science; Architecture; Computer architecture; World Wide Web; History","score_opus":0.01053504561467264,"score_gpt":0.19379070321556882,"score_spread":0.18325565760089618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893123012","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":[0.001401029,0.0019497885,0.004681637,0.0098553505,0.01113508,0.000362185,0.0074696853,0.0044930386,0.95865214],"genre_scores_gemma":[0.007717943,0.0008762339,0.000684329,0.00089424587,0.0008993868,0.00011922516,0.0023257723,0.0006207802,0.98586214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995722,0.000068080175,0.000016714213,0.00010703928,0.00014034868,0.00009561379],"domain_scores_gemma":[0.9987722,0.00016684526,0.000027279764,0.0002683603,0.00027264692,0.00049266836],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084401044,0.0010523906,0.00093187345,0.0004938158,0.0020417296,0.0049870256,0.0010548533,0.0029744515,0.8736895],"category_scores_gemma":[0.0021155826,0.0003800883,0.00082382874,0.0006919644,0.00037556337,0.0024862185,0.002278475,0.0024058449,0.7496123],"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":[0.0000955518,0.00004113396,0.00008476626,0.000076893804,0.0000044221906,0.000025253357,0.000031929932,0.00007907091,0.0007579581,0.0026627951,0.9689174,0.027222857],"study_design_scores_gemma":[0.000026325668,0.000035062996,0.0002441477,0.000037246708,0.00000483312,0.000036137502,0.000032972235,0.00018206854,0.00032133653,0.0014131366,0.9976611,0.000005627999],"about_ca_topic_score_codex":0.0017753172,"about_ca_topic_score_gemma":0.0045682904,"teacher_disagreement_score":0.12631053,"about_ca_system_score_codex":0.0013956612,"about_ca_system_score_gemma":0.0014629276,"threshold_uncertainty_score":0.18016666},"labels":[],"label_agreement":null},{"id":"W2893885204","doi":"10.22215/etd/2016-11383","title":"Towards the Skyscraper of the Future","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Flatiron Health","keywords":"Vitality; Cityscape; Realm; Aesthetics; Architectural engineering; Geography; Sociology; Economic geography; Engineering; Visual arts; Archaeology; Art","score_opus":0.004237522886603362,"score_gpt":0.1936653234369036,"score_spread":0.18942780055030023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893885204","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":[0.060552727,0.010556414,0.08159588,0.08693939,0.0025168876,0.000053730735,0.00013431921,0.00066459266,0.7569861],"genre_scores_gemma":[0.62074476,0.008274737,0.06536011,0.0049017873,0.00063081674,0.000116289324,0.00018609868,0.00039969556,0.29938564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995135,0.00023858262,0.000008905362,0.000052816922,0.00012118564,0.00006493204],"domain_scores_gemma":[0.9994361,0.00008876358,0.000024689363,0.00010136529,0.00014492267,0.0002042387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009000448,0.00029312875,0.00014173359,0.00039580374,0.0029862954,0.0050883684,0.0005847121,0.0012063892,0.017772188],"category_scores_gemma":[0.0010373875,0.0002146549,0.00025405295,0.00034122722,0.0052349167,0.0057926984,0.0028831298,0.0020646064,0.0031804964],"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":[0.000017771197,0.000024945852,0.0005085521,0.00006159455,0.0000032387436,0.000088716784,0.0066189696,0.00066169025,0.0007968156,0.8920923,0.059404504,0.039720807],"study_design_scores_gemma":[0.000004527798,0.000027386623,0.00045331032,0.0001293499,0.0000040903133,0.00013520491,0.0077760513,0.0012637025,0.0005022308,0.14245266,0.8472383,0.000013169915],"about_ca_topic_score_codex":0.0070927944,"about_ca_topic_score_gemma":0.019005498,"teacher_disagreement_score":0.017772188,"about_ca_system_score_codex":0.0020688903,"about_ca_system_score_gemma":0.0019536994,"threshold_uncertainty_score":0.059453905},"labels":[],"label_agreement":null},{"id":"W2895259674","doi":"10.22215/etd/2012-06741","title":"Scenaric architecture : the project for a national cabinet of curiosity","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Library and Archives Canada","funders":"","keywords":"Cabinet (room); Curiosity; Architecture; Humanities; Art; Psychology; Visual arts","score_opus":0.014874904140849262,"score_gpt":0.2561284104980595,"score_spread":0.24125350635721024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895259674","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":[0.031252947,0.0057056164,0.34634364,0.019357959,0.0046329214,0.0007133664,0.004624217,0.027607793,0.55976146],"genre_scores_gemma":[0.18507235,0.0036699162,0.30584174,0.00275988,0.000699984,0.0013014984,0.014424587,0.014104481,0.47212562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713874,0.0010625145,0.00008237608,0.0004784211,0.0007928958,0.00044517225],"domain_scores_gemma":[0.9964844,0.00036074233,0.00006832811,0.0008872305,0.0009776225,0.0012216266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048038946,0.0009816987,0.00048007135,0.0013420448,0.0023758374,0.0048906473,0.0012482747,0.0017455103,0.04265174],"category_scores_gemma":[0.0052225087,0.0005185738,0.00075328356,0.0010664047,0.0014124163,0.0039014828,0.0054588267,0.0023757673,0.015705086],"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":[0.00026562306,0.0001617603,0.0017506413,0.0002904282,0.000044873545,0.00012441643,0.002251513,0.003195931,0.009935584,0.4472236,0.2899704,0.24478519],"study_design_scores_gemma":[0.000026012793,0.0000349578,0.0005072191,0.00010491297,0.000008062115,0.00007501754,0.00034409107,0.0029208183,0.0023437506,0.022543693,0.97107434,0.000017167387],"about_ca_topic_score_codex":0.006702095,"about_ca_topic_score_gemma":0.01163335,"teacher_disagreement_score":0.04265174,"about_ca_system_score_codex":0.0034030864,"about_ca_system_score_gemma":0.008427705,"threshold_uncertainty_score":0.14268428},"labels":[],"label_agreement":null},{"id":"W2896807935","doi":"10.1017/s1359135518000404","title":"<i>The University is Now on Air: Broadcasting Modern Architecture</i> 15 November 2017 until 1 April 2018 CCA (Canadian Centre for Architecture), Montreal, Canada The University is Now on Air: Broadcasting Modern Architecture 15 November 2017 until 1 April 2018CCA (Canadian Centre for Architecture), Montreal, Canada","year":2018,"lang":"en","type":"article","venue":"Architectural Research Quarterly","topic":"Architecture and Computational 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; Broadcasting (networking); Telecommunications; Media studies; History; Engineering; Sociology; Computer science; Archaeology; Computer network","score_opus":0.016839530725852602,"score_gpt":0.2222856282023738,"score_spread":0.2054460974765212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896807935","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":[0.0017942133,0.0015317579,0.0007419561,0.018685041,0.012503925,0.0001456841,0.004275783,0.0014513724,0.95887023],"genre_scores_gemma":[0.00460161,0.0004230246,0.00031866255,0.001052779,0.0006436498,0.00003451515,0.0011407981,0.000589789,0.9911952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982437,0.00008825798,0.000042555217,0.00016187507,0.000918663,0.000544945],"domain_scores_gemma":[0.99363106,0.00018324517,0.00012453525,0.00030456617,0.0039717536,0.001784897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013804691,0.00053409307,0.0006309268,0.0014751857,0.0072583854,0.008293625,0.001288353,0.003236014,0.6568939],"category_scores_gemma":[0.0042940453,0.0005203203,0.00049313775,0.0019475558,0.0019786675,0.0024903016,0.003258879,0.0039807213,0.3326663],"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":[0.000015054057,0.000007982198,0.00012089038,0.000020450372,0.0000012332329,0.000016319626,0.000082538325,0.000020186788,0.0002069999,0.0024721154,0.99081826,0.0062181344],"study_design_scores_gemma":[0.0000024157991,0.0000039845295,0.000583191,0.00002416448,0.0000011153803,0.0000075040407,0.00012396868,0.0000134527145,0.00009560054,0.00011425781,0.99902487,0.000005520746],"about_ca_topic_score_codex":0.33299103,"about_ca_topic_score_gemma":0.6393535,"teacher_disagreement_score":0.667009,"about_ca_system_score_codex":0.012856011,"about_ca_system_score_gemma":0.022195961,"threshold_uncertainty_score":0.6621056},"labels":[],"label_agreement":null},{"id":"W2896825737","doi":"10.1080/00038628.2018.1535423","title":"Aquilomorphism: materializing wind in architecture through ice weathering simulations","year":2018,"lang":"en","type":"article","venue":"Architectural Science Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Architecture; Architectural engineering; Aerodynamics; Adaptation (eye); Architectural design; Process (computing); Computer science; Systems engineering; Engineering design process; Civil engineering; Engineering; Aerospace engineering; Mechanical engineering; Geography","score_opus":0.018481578671465496,"score_gpt":0.2767907818757997,"score_spread":0.2583092032043342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896825737","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":[0.1397849,0.0019608284,0.79379,0.001056621,0.0003395261,0.00014320151,0.00031160453,0.0010056113,0.061607774],"genre_scores_gemma":[0.7719809,0.0024387233,0.21754041,0.00012492802,0.00008677924,0.00021103199,0.00025300856,0.0003623313,0.0070019388],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990606,0.00003754202,0.0000044426506,0.000014829681,0.000027999613,0.000009077582],"domain_scores_gemma":[0.99974364,0.00015047623,0.000018990848,0.000041745636,0.000027946542,0.000017267603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039244184,0.00048400776,0.0003581608,0.00050555676,0.00044488412,0.0010064542,0.00091447996,0.00076239556,0.0041023674],"category_scores_gemma":[0.0010330009,0.00040391777,0.00046346118,0.000371585,0.0010203997,0.0010989865,0.0011726364,0.0007138216,0.00036436022],"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":[0.000027685628,0.000032302774,0.00075090805,0.00020436573,0.000038951577,0.00011645763,0.0004159466,0.90315115,0.0031270683,0.05967258,0.0010480586,0.0314145],"study_design_scores_gemma":[0.0000425113,0.000025887843,0.0004222932,0.000051088635,0.00001437425,0.000057431072,0.00009861896,0.9447048,0.0013888304,0.038709242,0.014466006,0.000018932222],"about_ca_topic_score_codex":0.002598228,"about_ca_topic_score_gemma":0.003636557,"teacher_disagreement_score":0.0041023674,"about_ca_system_score_codex":0.0003958419,"about_ca_system_score_gemma":0.00043420665,"threshold_uncertainty_score":0.01372385},"labels":[],"label_agreement":null},{"id":"W2899460402","doi":"10.3138/ctr.176.015","title":"<i>Assemblage Scores</i> | Your Timing is Perfect and other wall works and Movements + Navigations In/Around/Under/Through/With City Hall","year":2018,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Assemblage (archaeology); Architecture; Dynamics (music); Movement (music); Lived experience; Visual arts; Art; Geography; Archaeology; Sociology; Aesthetics; Psychology; Psychoanalysis","score_opus":0.027283780935254198,"score_gpt":0.2545653677064489,"score_spread":0.2272815867711947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899460402","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":[0.014201809,0.0026671658,0.0048529133,0.006219933,0.0040034396,0.00061578123,0.02862252,0.0016327874,0.9371836],"genre_scores_gemma":[0.17538625,0.010279133,0.019840483,0.0023198794,0.003934696,0.0013250206,0.07087867,0.005089028,0.71094686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830806,0.00019494763,0.00011933752,0.000114716204,0.0011054935,0.00015738513],"domain_scores_gemma":[0.9950948,0.00065131596,0.0003315388,0.00037245598,0.0028393224,0.00071064034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013922951,0.0010144555,0.00057435053,0.005862028,0.0026127507,0.004315227,0.00099715,0.0006255541,0.12283971],"category_scores_gemma":[0.008472139,0.00026960738,0.00032477628,0.00922417,0.0020793453,0.002642412,0.002756061,0.0017550798,0.030210998],"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":[0.000046633228,0.000021799973,0.0019117307,0.0005544087,0.000012516858,0.00006720772,0.0082800565,0.00006927608,0.0007005536,0.015056076,0.8581076,0.115172066],"study_design_scores_gemma":[0.0000036207732,0.000018683158,0.012203905,0.00024679356,0.000005069804,0.000115586234,0.0040285564,0.000034216107,0.00012484379,0.0010002196,0.9822035,0.000015050758],"about_ca_topic_score_codex":0.09210674,"about_ca_topic_score_gemma":0.23110414,"teacher_disagreement_score":0.12283971,"about_ca_system_score_codex":0.0026207268,"about_ca_system_score_gemma":0.00294329,"threshold_uncertainty_score":0.4109398},"labels":[],"label_agreement":null},{"id":"W2902218282","doi":"10.22215/etd/2017-11923","title":"Deconstruction and Design for Disassembly: Analyzing Building Material Salvage and Reuse","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"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":"Reuse; Demolition; Deconstruction (building); Architectural engineering; Situated; Engineering; Construction engineering; Civil engineering; Workflow; Computer science; Waste management","score_opus":0.012293493003159833,"score_gpt":0.2546915072043861,"score_spread":0.24239801420122628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902218282","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":[0.47445256,0.000886633,0.50193405,0.00043069842,0.000028414875,0.00012609235,0.0002688921,0.00027001917,0.021602647],"genre_scores_gemma":[0.8201868,0.0005529171,0.1715673,0.000034414617,0.000006925431,0.000108953835,0.00039587627,0.0001924936,0.006954321],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9996581,0.00010772583,0.0000139670865,0.00006129989,0.000091775764,0.00006717597],"domain_scores_gemma":[0.9994192,0.00026184818,0.000082269966,0.0001261655,0.000079986996,0.00003056133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007276578,0.000619016,0.00039381167,0.0007936909,0.00044141975,0.0020134202,0.00074879255,0.00070340274,0.0022856176],"category_scores_gemma":[0.0019412994,0.00047571622,0.0008327814,0.00074667734,0.0015278435,0.0013330652,0.0008226293,0.000555279,0.00030670298],"study_design_candidate":"qualitative","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":[0.00007918378,0.00010578323,0.014574277,0.00019840882,0.000050202936,0.0002115611,0.0011447207,0.83279467,0.0044403975,0.070866466,0.0011810063,0.07435331],"study_design_scores_gemma":[0.00000839883,0.000045002304,0.0033961895,0.00004829857,0.00002130845,0.00006757566,0.00080516166,0.9467213,0.0026418732,0.03622801,0.01000286,0.000014050806],"about_ca_topic_score_codex":0.007775112,"about_ca_topic_score_gemma":0.013089639,"teacher_disagreement_score":0.007775112,"about_ca_system_score_codex":0.0015349296,"about_ca_system_score_gemma":0.0012678698,"threshold_uncertainty_score":0.015459657},"labels":[],"label_agreement":null},{"id":"W2902967316","doi":"10.1177/1478077118807266","title":"Artificial intelligence and robotics in architecture: Autonomy, agency, and indeterminacy","year":2018,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":6,"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 Calgary","funders":"","keywords":"Indeterminacy (philosophy); Robotics; Autonomy; Architecture; Agency (philosophy); Artificial intelligence; Computer science; Robot; Engineering; Political science; Sociology; Epistemology; Art; Visual arts; Social science; Philosophy; Law","score_opus":0.018111296666535045,"score_gpt":0.2628327705598478,"score_spread":0.24472147389331272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902967316","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":[0.17294991,0.08257361,0.37817663,0.06428387,0.0013189114,0.000085610256,0.00015317925,0.00022529006,0.30023298],"genre_scores_gemma":[0.9686553,0.0054063993,0.020018322,0.0006583162,0.00035206357,0.00006341022,0.00003334245,0.00002970538,0.004783117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99813,0.0010793773,0.00008833112,0.00021992609,0.00036610768,0.000116302115],"domain_scores_gemma":[0.9967614,0.0021246318,0.0002511429,0.0004136262,0.00027792546,0.00017125627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025156084,0.00045841208,0.0006470294,0.0010699659,0.001538383,0.0072424393,0.0008557571,0.0022224647,0.0019050264],"category_scores_gemma":[0.005302109,0.000435363,0.0005131361,0.0011072446,0.020206822,0.011465722,0.0022571879,0.0033735153,0.00026918232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008483084,0.000008804757,0.00031534221,0.000033817298,0.000006590322,0.000024426587,0.0007458753,0.0013102614,0.00012696619,0.99165076,0.00036799445,0.005400609],"study_design_scores_gemma":[0.0000063835732,0.000007773302,0.00031723632,0.000035219316,0.000005261992,0.000036812184,0.0004096725,0.0031641119,0.00008661658,0.9889964,0.006924478,0.000010075184],"about_ca_topic_score_codex":0.0032441434,"about_ca_topic_score_gemma":0.0033375476,"teacher_disagreement_score":0.0072424393,"about_ca_system_score_codex":0.0017873973,"about_ca_system_score_gemma":0.0021827382,"threshold_uncertainty_score":0.013303995},"labels":[],"label_agreement":null},{"id":"W2903674164","doi":"10.22215/etd/2018-12888","title":"Trees, Walls, and Home. [Designing Wooden Walls for Ontario]","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Carleton University","funders":"","keywords":"Envelope (radar); Artifact (error); Architectural engineering; Tree (set theory); Building envelope; Forcing (mathematics); Engineering; Geography; Civil engineering; Computer science; Meteorology; Geology; Mathematics; Climatology; Aerospace engineering; Artificial intelligence","score_opus":0.009234785630725835,"score_gpt":0.21287108391925005,"score_spread":0.20363629828852423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903674164","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":[0.010263425,0.010565809,0.02161344,0.0099572865,0.0010476387,0.000097548094,0.0012759044,0.00069604104,0.94448286],"genre_scores_gemma":[0.07559292,0.012419865,0.016620891,0.00058151386,0.00007733771,0.00006671735,0.00062658096,0.0005437243,0.8934704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998406,0.000016048712,0.0000044171525,0.00002278773,0.000080244026,0.00003585006],"domain_scores_gemma":[0.99983656,0.00002806142,0.0000050719204,0.00001371205,0.000078828045,0.000037780002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019676037,0.0005169109,0.00017146606,0.0004520594,0.005976527,0.0023683796,0.0006994505,0.0014207568,0.06115204],"category_scores_gemma":[0.00074713177,0.0005832115,0.00023263425,0.0011608999,0.0019385121,0.0015703413,0.0009578061,0.0009515569,0.005980784],"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":[0.000032886826,0.000023253537,0.0012112288,0.00021433209,0.000005584629,0.00024816016,0.0066450257,0.0025623182,0.0017918571,0.17763884,0.69203985,0.11758675],"study_design_scores_gemma":[0.0000036568224,0.0000066364055,0.001405222,0.00010845026,0.0000072456687,0.000059400965,0.0024516073,0.0006316598,0.00052159716,0.008503636,0.9862831,0.000017713728],"about_ca_topic_score_codex":0.8426296,"about_ca_topic_score_gemma":0.9735563,"teacher_disagreement_score":0.15737039,"about_ca_system_score_codex":0.009043839,"about_ca_system_score_gemma":0.012398239,"threshold_uncertainty_score":0.3165943},"labels":[],"label_agreement":null},{"id":"W2903840945","doi":"10.5539/jgg.v10n4p39","title":"The Commercialization of Beijing Hutongs","year":2018,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Beijing; Commercialization; Architecture; China; Architectural engineering; Political science; Geography; Civil engineering; Engineering; Law; Archaeology","score_opus":0.0034839748946343023,"score_gpt":0.19733087704341573,"score_spread":0.19384690214878142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903840945","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":[0.92048824,0.0005711509,0.0010841807,0.00051068125,0.000031658077,0.000036592563,0.00021481348,0.000043465934,0.077019155],"genre_scores_gemma":[0.99083406,0.00022169837,0.0002997563,0.000025225487,0.0000051542825,0.000008089831,0.000096411604,0.000011143001,0.008498439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996265,0.000056377987,0.000016633308,0.000074042546,0.00010365544,0.0001227016],"domain_scores_gemma":[0.99952734,0.000057896425,0.00012035896,0.00009428038,0.00011881683,0.00008130516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034817698,0.0001996621,0.00010779814,0.00074448506,0.0012415845,0.0016443281,0.00048254582,0.00027669262,0.009214018],"category_scores_gemma":[0.00092708017,0.00017159953,0.00016474107,0.0020479534,0.0018203937,0.0012610363,0.0013304531,0.0003693408,0.0005439169],"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":[0.0002894449,0.000091379785,0.5369903,0.00042829558,0.00006776808,0.008985114,0.042830206,0.002749539,0.010740753,0.15784393,0.016032483,0.22295083],"study_design_scores_gemma":[0.000030121795,0.00015734212,0.66980827,0.00016477804,0.000057820747,0.0020498543,0.04327096,0.005342688,0.006053688,0.008671331,0.2643273,0.00006582086],"about_ca_topic_score_codex":0.039925925,"about_ca_topic_score_gemma":0.09031742,"teacher_disagreement_score":0.039925925,"about_ca_system_score_codex":0.003766056,"about_ca_system_score_gemma":0.0017865985,"threshold_uncertainty_score":0.07938707},"labels":[],"label_agreement":null},{"id":"W2905979750","doi":"10.32920/ryerson.14646810.v1","title":"On Integrating Autonomous Architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Unification; Simplicity; Construct (python library); Isolation (microbiology); Architectural engineering; Computer science; Grid; Order (exchange); Data science; Sociology; Engineering; Epistemology; Geography; Business; Programming language","score_opus":0.007870674756380718,"score_gpt":0.208151241166985,"score_spread":0.20028056641060427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905979750","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":[0.041337278,0.0041494938,0.42137703,0.024087884,0.0008289338,0.00011299628,0.00012147345,0.0005673506,0.5074176],"genre_scores_gemma":[0.7861007,0.003344794,0.132139,0.0023833623,0.00041747393,0.00027838233,0.00032207704,0.00051173515,0.07450235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99820316,0.00078794156,0.000057232606,0.000355414,0.0004137736,0.0001824726],"domain_scores_gemma":[0.998473,0.00042209332,0.00008060872,0.0005550757,0.00025103663,0.0002182413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178529,0.0006167558,0.0003716107,0.00071921764,0.0031442195,0.006603468,0.0011912289,0.0020390016,0.0104686115],"category_scores_gemma":[0.005445689,0.00041506288,0.00049971626,0.000687134,0.010910692,0.008935699,0.008212283,0.0022614992,0.0015602747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007414867,0.000008078854,0.00027837913,0.00002012395,0.000005388744,0.00003080111,0.0010599365,0.0018671552,0.00014837304,0.98339176,0.0020871516,0.0110954195],"study_design_scores_gemma":[0.0000075805565,0.000012185092,0.00019918743,0.000037847443,0.0000058579008,0.000041894386,0.00056217023,0.005014331,0.00017358051,0.90887314,0.085064545,0.0000077260165],"about_ca_topic_score_codex":0.0073273205,"about_ca_topic_score_gemma":0.008886188,"teacher_disagreement_score":0.0104686115,"about_ca_system_score_codex":0.0029316717,"about_ca_system_score_gemma":0.0027422572,"threshold_uncertainty_score":0.035020947},"labels":[],"label_agreement":null},{"id":"W2908072702","doi":"","title":"Wood modifications for valued-added applications using nanotechnology-based approaches","year":2007,"lang":"en","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Nanotechnology; Materials science","score_opus":0.023265165508483544,"score_gpt":0.1958945979727797,"score_spread":0.17262943246429616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908072702","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":[0.80591476,0.028572122,0.12522607,0.0004300446,0.00060942705,0.00041298178,0.0005480736,0.00075668754,0.037529845],"genre_scores_gemma":[0.91550523,0.01039354,0.053759433,0.00023599155,0.000051711235,0.00021124327,0.00031628105,0.00011213793,0.01941432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998703,0.000012039262,0.0000076742235,0.00003342145,0.000051361618,0.000025257685],"domain_scores_gemma":[0.9999281,0.000014018813,0.000020718444,0.000008509955,0.000018723089,0.000009928889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017426512,0.00046503014,0.00022276463,0.00045018297,0.00017462423,0.00047968506,0.00022225312,0.0004308365,0.0021546143],"category_scores_gemma":[0.00014091923,0.00022824931,0.00047737308,0.00026114075,0.00018443902,0.00047014252,0.00028622767,0.0006345804,0.000651797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025006635,0.000034094817,0.000095348005,0.0002849602,0.000010651197,0.00007025065,0.000022461916,0.000602562,0.9863811,0.00068399357,0.00009826946,0.011691176],"study_design_scores_gemma":[0.000007180869,0.00036154402,0.0011430129,0.000042828353,0.00003420349,0.00013837325,0.00004107892,0.0018572243,0.975546,0.00029844185,0.020514168,0.000015922342],"about_ca_topic_score_codex":0.00032985257,"about_ca_topic_score_gemma":0.0015972287,"teacher_disagreement_score":0.0021546143,"about_ca_system_score_codex":0.00027414292,"about_ca_system_score_gemma":0.00021302137,"threshold_uncertainty_score":0.00720793},"labels":[],"label_agreement":null},{"id":"W2908483542","doi":"","title":"LABELS 2018 Preface","year":2018,"lang":"en","type":"article","venue":"TU/e Research Portal","topic":"Architecture and Computational Design","field":"Engineering","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":"École de Technologie Supérieure","funders":"","keywords":"Computer science","score_opus":0.05569313911457788,"score_gpt":0.3445883579098332,"score_spread":0.28889521879525537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908483542","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010938615,0.005137016,0.004921185,0.02613106,0.24265257,0.00043371666,0.026987731,0.0020459571,0.69059694],"genre_scores_gemma":[0.0043245037,0.0023724656,0.0014346897,0.0029182825,0.021680735,0.00028538212,0.017248727,0.0012863603,0.94844896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874413,0.0001509251,0.00007108491,0.00022387461,0.00066804426,0.00014196504],"domain_scores_gemma":[0.9906041,0.0009274256,0.00038251345,0.0010111586,0.0053250743,0.0017497074],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016295757,0.0009544702,0.0007805794,0.005073255,0.0032913508,0.0065296907,0.0014117964,0.0018052695,0.5491711],"category_scores_gemma":[0.014244081,0.00040652775,0.0005775025,0.00435967,0.0008346189,0.0039318614,0.0026597388,0.0036104273,0.47330895],"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":[0.000019034776,0.000009739672,0.000052033392,0.000060336424,7.791518e-7,0.000008615484,0.000021869544,0.000030670704,0.000055922315,0.002583178,0.97454584,0.022611937],"study_design_scores_gemma":[0.0000037831442,0.000007733676,0.00026721339,0.00009744667,0.0000011207081,0.000008579589,0.000056455385,0.00003610093,0.00007280996,0.0018160653,0.997629,0.0000037527839],"about_ca_topic_score_codex":0.006179329,"about_ca_topic_score_gemma":0.008875578,"teacher_disagreement_score":0.5491711,"about_ca_system_score_codex":0.003028399,"about_ca_system_score_gemma":0.0033635327,"threshold_uncertainty_score":0.6430527},"labels":[],"label_agreement":null},{"id":"W2911339253","doi":"10.1145/3170427.3177758","title":"Constructs","year":2018,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Computer science","score_opus":0.003632855411939421,"score_gpt":0.16983137767514134,"score_spread":0.16619852226320192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911339253","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":[0.027964344,0.0005042965,0.14803904,0.0035359694,0.00064066576,0.0007979536,0.005038847,0.013135477,0.8003434],"genre_scores_gemma":[0.25493094,0.00083012343,0.11131319,0.001108395,0.000118395335,0.0008990552,0.0075211814,0.0062264395,0.61705226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998885,0.00022932288,0.000042643922,0.0002713459,0.00038317541,0.00018855366],"domain_scores_gemma":[0.99882513,0.00015668066,0.00006610208,0.00028089114,0.00041411357,0.00025710344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009906943,0.0009630325,0.00023749893,0.0010615618,0.0027649214,0.004415195,0.0013596353,0.00090109464,0.10616907],"category_scores_gemma":[0.0028738491,0.0004696171,0.00049497373,0.0008937113,0.0030766844,0.003093863,0.0037525531,0.0012711999,0.02432221],"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":[0.00015418671,0.00013001828,0.0028684991,0.0005066191,0.000026219253,0.00048299448,0.01571867,0.0008386521,0.011404092,0.68188643,0.14824066,0.13774295],"study_design_scores_gemma":[0.000009016171,0.000025647721,0.0007872847,0.00007723153,0.000009169745,0.000104811035,0.0016297852,0.00032065267,0.0013042851,0.010635503,0.98507845,0.000018064435],"about_ca_topic_score_codex":0.054129172,"about_ca_topic_score_gemma":0.091564484,"teacher_disagreement_score":0.10616907,"about_ca_system_score_codex":0.0040737656,"about_ca_system_score_gemma":0.0063830893,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2912538482","doi":"","title":"Revised Selected Papers of the 21st International Symposium on Graph Drawing - Volume 8242","year":2013,"lang":"en","type":"article","venue":"Graph Drawing","topic":"Architecture and Computational Design","field":"Engineering","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 Lethbridge","funders":"","keywords":"Volume (thermodynamics); Computer science; Theoretical computer science; Physics","score_opus":0.005225347702602616,"score_gpt":0.18415110747134983,"score_spread":0.17892575976874722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912538482","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":[0.0026705216,0.075909294,0.079789065,0.036069997,0.6431032,0.00043519033,0.0044453973,0.0021696214,0.15540767],"genre_scores_gemma":[0.014390738,0.0581862,0.04670663,0.0057509313,0.10720102,0.0002453254,0.009648925,0.0032109127,0.7546593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980483,0.0003415371,0.0001216409,0.00046030447,0.0008730958,0.00015525766],"domain_scores_gemma":[0.99245137,0.0011557975,0.00013457451,0.0006260252,0.0048402282,0.0007919592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023850095,0.0023180014,0.0022827848,0.005501995,0.0012960027,0.004698517,0.00206054,0.0014790798,0.16997789],"category_scores_gemma":[0.006719863,0.00081224396,0.0017914481,0.005661634,0.00075317227,0.0030423803,0.0013937863,0.0027429082,0.05375995],"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":[0.00007736359,0.000042537744,0.00010523837,0.00024414575,0.000028897006,0.000042443127,0.000022152934,0.00085697667,0.00050968997,0.0029318454,0.9184108,0.07672798],"study_design_scores_gemma":[0.000031903903,0.00006158107,0.0006622619,0.0002098533,0.00006481384,0.00017052038,0.000050262683,0.0020659617,0.00067922275,0.006963458,0.9890126,0.000027720997],"about_ca_topic_score_codex":0.006332326,"about_ca_topic_score_gemma":0.015439282,"teacher_disagreement_score":0.16997789,"about_ca_system_score_codex":0.0027180058,"about_ca_system_score_gemma":0.0018034676,"threshold_uncertainty_score":0.5686327},"labels":[],"label_agreement":null},{"id":"W2914078794","doi":"10.1037/aca0000221","title":"Is there an artistry to lighting? The complexity of illuminating three-dimensional artworks.","year":2019,"lang":"en","type":"article","venue":"Psychology of Aesthetics Creativity and the Arts","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Visual arts; Art","score_opus":0.027927624578046248,"score_gpt":0.27414123142714186,"score_spread":0.2462136068490956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914078794","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":[0.11936605,0.023103807,0.048446517,0.02426568,0.00095694413,0.000034159297,0.0002625212,0.00026045938,0.783304],"genre_scores_gemma":[0.9550142,0.0072236964,0.011789723,0.0013300439,0.00024315168,0.000036864603,0.00013531907,0.00010799169,0.02411893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99950385,0.00020684971,0.000014748388,0.00008023551,0.0001532956,0.000040901967],"domain_scores_gemma":[0.9986915,0.0006726034,0.00013324515,0.00020324842,0.00019063165,0.00010882145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007451842,0.00018026658,0.00014375604,0.00051283685,0.0011385459,0.006000731,0.00032200397,0.00061704684,0.014770272],"category_scores_gemma":[0.004718387,0.00027510832,0.0002997009,0.00060431013,0.00701809,0.004842518,0.0019739997,0.001458677,0.00091994804],"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":[0.00013119502,0.000049628372,0.0055225603,0.00041482414,0.00007541314,0.0002732793,0.014981814,0.0021350088,0.008586798,0.6983822,0.037035566,0.23241177],"study_design_scores_gemma":[0.00003236987,0.000055487566,0.026412142,0.0002485879,0.000033007647,0.0010518784,0.009166973,0.0019826936,0.0011318637,0.7330747,0.22675212,0.00005814287],"about_ca_topic_score_codex":0.0016260837,"about_ca_topic_score_gemma":0.0030940305,"teacher_disagreement_score":0.014770272,"about_ca_system_score_codex":0.00074880145,"about_ca_system_score_gemma":0.0004320421,"threshold_uncertainty_score":0.049411476},"labels":[],"label_agreement":null},{"id":"W2915640580","doi":"10.15376/biores.14.1.1364-1378","title":"Assessing the complexity of timber gridshells in architecture through shape, structure, and material classification","year":2019,"lang":"en","type":"article","venue":"BioResources","topic":"Architecture and Computational Design","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Architecture; Materiality (auditing); Architectural engineering; Computer science; Context (archaeology); Overconsumption; Grid; Construction engineering; Systems engineering; Engineering; Aesthetics; Geology; Geometry; Mathematics","score_opus":0.030304412021550174,"score_gpt":0.2518686943861566,"score_spread":0.22156428236460643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915640580","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":[0.90479064,0.00053928874,0.07708803,0.000110529785,0.000013599357,0.000094607516,0.00051262113,0.00021300337,0.016637677],"genre_scores_gemma":[0.9570244,0.00030735604,0.040512785,0.000020207433,0.0000049027703,0.00004701731,0.00057283643,0.00008970455,0.0014206695],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9993788,0.00013551877,0.000048131315,0.00010834897,0.0002702064,0.000058976442],"domain_scores_gemma":[0.99851876,0.00076361134,0.0002309689,0.00018976256,0.00022196201,0.000074996926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009018707,0.0004478703,0.00029677735,0.0019070947,0.0004915307,0.0025947073,0.00037665205,0.0005459082,0.002456268],"category_scores_gemma":[0.0027011828,0.0003908307,0.00042574882,0.0010689609,0.0012773843,0.0015359517,0.0012435953,0.000432742,0.00043723415],"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":[0.000757647,0.00021183614,0.30375564,0.0010786348,0.00017518076,0.00082809397,0.004273488,0.32102972,0.13001855,0.074774094,0.0021921068,0.16090508],"study_design_scores_gemma":[0.000024277912,0.0002523479,0.22262134,0.00026232173,0.0001255678,0.00097097526,0.0026607146,0.66813093,0.03658364,0.047268163,0.020925865,0.00017385582],"about_ca_topic_score_codex":0.0030656953,"about_ca_topic_score_gemma":0.0059243036,"teacher_disagreement_score":0.0030656953,"about_ca_system_score_codex":0.0006222655,"about_ca_system_score_gemma":0.00049652724,"threshold_uncertainty_score":0.008217096},"labels":[],"label_agreement":null},{"id":"W2916356341","doi":"10.7492/ijaec.2018.017","title":"Criteria and Guidelines for Employing Architectural Composition to Support Sustainable Architecture","year":2018,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Architecture and Computational Design","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Composition (language); Computer science; Architectural engineering; Computer architecture; Business; Environmental science; Engineering; Geography; Art","score_opus":0.011382581291706233,"score_gpt":0.27456249461058685,"score_spread":0.26317991331888063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916356341","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046779905,0.0006126035,0.8408115,0.006798139,0.00020191859,0.0036602276,0.00033890447,0.0012132576,0.0995836],"genre_scores_gemma":[0.20022862,0.0002300417,0.7942179,0.00022558066,0.000039432056,0.00085730787,0.00033092327,0.00016184189,0.00370841],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9689849,0.009562137,0.005931363,0.0014138749,0.011969353,0.0021384596],"domain_scores_gemma":[0.9540137,0.012345882,0.0037858142,0.0045478274,0.022833003,0.0024736498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02588197,0.0016067466,0.0010369493,0.007334736,0.005870106,0.0115624815,0.0033805752,0.0042994837,0.0048687477],"category_scores_gemma":[0.057924464,0.0010517717,0.0012718642,0.0042109727,0.007444461,0.008027828,0.0058761616,0.003917558,0.001775133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013119358,0.00040099147,0.007548557,0.00074406795,0.000105712985,0.00067326217,0.0034262068,0.027479446,0.007621469,0.86493,0.007779077,0.07916005],"study_design_scores_gemma":[0.00014421222,0.00036953515,0.003963003,0.0019718667,0.00028225392,0.00067635847,0.010011129,0.12115189,0.021037642,0.7395668,0.10061025,0.000215097],"about_ca_topic_score_codex":0.011919485,"about_ca_topic_score_gemma":0.024113696,"teacher_disagreement_score":0.02588197,"about_ca_system_score_codex":0.0050515435,"about_ca_system_score_gemma":0.013945616,"threshold_uncertainty_score":0.13687861},"labels":[],"label_agreement":null},{"id":"W2916985433","doi":"10.5281/zenodo.17182","title":"Bindle: 2.0.0","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational Design","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":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Computer science","score_opus":0.038434162589706306,"score_gpt":0.21672539147368428,"score_spread":0.17829122888397797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916985433","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014580925,0.00066082383,0.12250606,0.00054919417,0.00074541423,0.00014336992,0.016335037,0.8043745,0.05322755],"genre_scores_gemma":[0.045352276,0.0011377735,0.11209476,0.0028868197,0.00038010743,0.0008067014,0.08903141,0.6376695,0.110640705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975197,0.0004168824,0.00017530988,0.00044762247,0.00095697364,0.00048344975],"domain_scores_gemma":[0.9973418,0.0006310755,0.00012263008,0.0010252778,0.0006011987,0.00027803532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037728492,0.0026969123,0.001868712,0.0015051664,0.00088570867,0.0058423756,0.0055950615,0.0033734865,0.18862298],"category_scores_gemma":[0.0067112683,0.0029152108,0.002360733,0.000980238,0.0009527939,0.0063294526,0.0042222426,0.006934861,0.26619807],"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":[0.0013300973,0.00019233747,0.00065975013,0.0011232243,0.00016575215,0.00016145778,0.00030381823,0.0029256798,0.009427504,0.043641847,0.8499365,0.090131916],"study_design_scores_gemma":[0.00033657742,0.00012593927,0.00063977373,0.00032406728,0.00006993844,0.00025454775,0.00006059558,0.010193098,0.02134384,0.032851186,0.9335997,0.00020077823],"about_ca_topic_score_codex":0.0026438974,"about_ca_topic_score_gemma":0.001865417,"teacher_disagreement_score":0.18862298,"about_ca_system_score_codex":0.0012939699,"about_ca_system_score_gemma":0.0014796857,"threshold_uncertainty_score":0.6310067},"labels":[],"label_agreement":null},{"id":"W2921260472","doi":"10.21606/drs.2018.784","title":"Conversation: Beyond black boxes: tackling artificial intelligence as a design material","year":2018,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.016594226392156176,"score_gpt":0.22980242642206863,"score_spread":0.21320820002991245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921260472","genre_codex":"methods","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":[0.010931059,0.0011850765,0.9397855,0.005172323,0.00018166285,0.00009262544,0.000067677414,0.0005114504,0.042072613],"genre_scores_gemma":[0.46039227,0.001856861,0.50970614,0.0013170401,0.00020464798,0.00039014366,0.00025074376,0.00070164807,0.025180455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960194,0.002543023,0.00014930588,0.0004553579,0.00059149077,0.0002414548],"domain_scores_gemma":[0.99449265,0.003586497,0.00020576455,0.001065722,0.000352438,0.00029684906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045872508,0.0011847144,0.0008554518,0.0012920585,0.0030772795,0.01065349,0.0025907946,0.0034097119,0.010968978],"category_scores_gemma":[0.010031397,0.0011116666,0.0011548536,0.0010754971,0.008629085,0.018525662,0.0064431555,0.004533036,0.001836324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040594896,0.000046944995,0.00027024257,0.00018405441,0.00002350277,0.00013454887,0.002450524,0.006916953,0.0012215978,0.9547763,0.0028753513,0.031059459],"study_design_scores_gemma":[0.000018254761,0.000030901556,0.000070787,0.00016179156,0.00003711661,0.00010037075,0.001363414,0.03985216,0.001990559,0.90273285,0.053616993,0.000024774843],"about_ca_topic_score_codex":0.0028733367,"about_ca_topic_score_gemma":0.0027419967,"teacher_disagreement_score":0.010968978,"about_ca_system_score_codex":0.0015939994,"about_ca_system_score_gemma":0.0028929696,"threshold_uncertainty_score":0.036694884},"labels":[],"label_agreement":null},{"id":"W2925732641","doi":"","title":"Collective Transformation:Cooperative Housing in Existing Stuctures","year":2018,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Architecture and Computational 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":"Economic rent; Quarter (Canadian coin); Living space; Space (punctuation); Tower; Business; Architectural engineering; Engineering; Public relations; Political science; Computer science; Geography; Economics; Civil engineering; Microeconomics","score_opus":0.03425482436391661,"score_gpt":0.2810954167277299,"score_spread":0.2468405923638133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925732641","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":[0.495373,0.00045300036,0.14057395,0.0023775168,0.00020440634,0.00015656916,0.000056749464,0.0003232599,0.3604815],"genre_scores_gemma":[0.9621679,0.00009257613,0.0118127195,0.00007286675,0.000012140011,0.000054388976,0.00004164726,0.00006687688,0.025678786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989447,0.00048715158,0.000015592195,0.00017687735,0.00015251328,0.00022318063],"domain_scores_gemma":[0.99933356,0.000109082655,0.000048382753,0.00023152294,0.00007108346,0.00020630976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096407445,0.0002694311,0.00021775652,0.00041876754,0.004248166,0.0037948198,0.0010636436,0.00069387286,0.010300116],"category_scores_gemma":[0.0015270407,0.0002536299,0.0003808518,0.00045665028,0.006125364,0.003850788,0.007613734,0.0009439745,0.0012109771],"study_design_candidate":"qualitative","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":[0.00015719247,0.00025369928,0.005527002,0.00013431735,0.000036670204,0.0011781038,0.09061789,0.009496877,0.004951458,0.78100526,0.011476584,0.09516492],"study_design_scores_gemma":[0.00009324991,0.00037708986,0.011080797,0.00023327477,0.000071967355,0.0009738636,0.12814403,0.032904282,0.005285953,0.39018807,0.43058598,0.00006141551],"about_ca_topic_score_codex":0.0032317592,"about_ca_topic_score_gemma":0.0068377815,"teacher_disagreement_score":0.010300116,"about_ca_system_score_codex":0.0014609096,"about_ca_system_score_gemma":0.0011777455,"threshold_uncertainty_score":0.034457386},"labels":[],"label_agreement":null},{"id":"W2938661660","doi":"","title":"Torre de usos mixtos Vancouver House, 2011-, Vancouver (Canadá)","year":2019,"lang":"es","type":"article","venue":"AV: Monografías","topic":"Architecture and Computational Design","field":"Engineering","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":"Archaeology; Geology; Geography","score_opus":0.004883004725435526,"score_gpt":0.1931998341843696,"score_spread":0.18831682945893408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938661660","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":[0.023677329,0.020320736,0.0033643034,0.006266735,0.0041766264,0.000299627,0.019522684,0.0019340382,0.92043793],"genre_scores_gemma":[0.013337493,0.0032381022,0.0021829098,0.00023865636,0.0000823831,0.000036074805,0.002740156,0.00027005782,0.9778741],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988462,0.00005392925,0.00003196336,0.00017114538,0.0006483704,0.00024852136],"domain_scores_gemma":[0.9986804,0.00006811551,0.00003569962,0.00008430897,0.00078804547,0.00034344583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060152484,0.0012074566,0.0006326326,0.0020571083,0.0069363974,0.005804532,0.0009609455,0.0012427897,0.2445165],"category_scores_gemma":[0.0012341682,0.00068652857,0.00047808484,0.004252014,0.0008252957,0.0012166579,0.0017531351,0.0021277312,0.04114939],"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":[0.0002884099,0.00008313479,0.0038893197,0.0002773103,0.000025879128,0.0005092371,0.0004098834,0.0005228159,0.002170413,0.0103721125,0.7766862,0.20476526],"study_design_scores_gemma":[0.000017537837,0.000021455231,0.0062653287,0.00008812783,0.000009807204,0.000090114445,0.0005067517,0.00022871507,0.00058746675,0.00047926654,0.99168843,0.000016870721],"about_ca_topic_score_codex":0.8394417,"about_ca_topic_score_gemma":0.9702113,"teacher_disagreement_score":0.2445165,"about_ca_system_score_codex":0.014665604,"about_ca_system_score_gemma":0.02420564,"threshold_uncertainty_score":0.81798923},"labels":[],"label_agreement":null},{"id":"W2942171055","doi":"10.22215/etd/2015-10812","title":"Digital Regionalism: Identity, Place and the Ottawa Train Station","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Regionalism (politics); Vision; Architecture; Distrust; Ethos; Identity (music); Media studies; Sociology; Engineering; Political science; Aesthetics; Visual arts; Art; Law; Anthropology","score_opus":0.008331843157095661,"score_gpt":0.23311013490309498,"score_spread":0.22477829174599934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942171055","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":[0.5112466,0.0022626016,0.011296938,0.008302878,0.00013826594,0.000042221363,0.00018229021,0.00008243372,0.4664457],"genre_scores_gemma":[0.9757361,0.0005250487,0.0013638301,0.00006959922,0.0000055748847,0.000010136536,0.000021556967,0.000013469412,0.022254784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996014,0.00015114227,0.000012664536,0.000067991066,0.00006961099,0.00009719905],"domain_scores_gemma":[0.999663,0.00007519902,0.000039734725,0.000055481818,0.000057284065,0.00010935134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046752562,0.00027231604,0.000116620264,0.00071259984,0.0063052094,0.007564465,0.0007568846,0.0006654936,0.006889488],"category_scores_gemma":[0.00093273196,0.00017182136,0.00020521184,0.0010032797,0.016351422,0.0031964262,0.00306161,0.00095081783,0.0004108703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050548915,0.000017572784,0.0053382074,0.00007031434,0.000010578403,0.00028673577,0.086195886,0.0021043199,0.0005201019,0.8799988,0.0033639907,0.022042867],"study_design_scores_gemma":[0.00002187733,0.00008618335,0.018231982,0.00045411623,0.000080513026,0.00044557985,0.34360468,0.0036139397,0.0016141136,0.13791515,0.49385238,0.000079475816],"about_ca_topic_score_codex":0.28647852,"about_ca_topic_score_gemma":0.53125936,"teacher_disagreement_score":0.7135215,"about_ca_system_score_codex":0.018377129,"about_ca_system_score_gemma":0.009218316,"threshold_uncertainty_score":0.56962204},"labels":[],"label_agreement":null},{"id":"W2942756125","doi":"","title":"\"Dwelling in Possibility\" and \"Intertidal Life\"","year":2012,"lang":"en","type":"article","venue":"Dalhousie review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intertidal zone; Geology; Oceanography","score_opus":0.015726566533372274,"score_gpt":0.24079465125059166,"score_spread":0.2250680847172194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942756125","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":[0.043043923,0.19156969,0.072986856,0.05623267,0.0024191493,0.000050533654,0.00016073858,0.00026550313,0.63327104],"genre_scores_gemma":[0.7482427,0.14568324,0.016308578,0.0042411024,0.0011054238,0.00012596796,0.00008134336,0.00009819717,0.084113374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999721,0.00007364698,0.000012910078,0.000053597305,0.00007878692,0.000060047947],"domain_scores_gemma":[0.9996804,0.00011395016,0.000026114027,0.00006607545,0.00006712425,0.000046392008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005953594,0.00042600985,0.00039360693,0.0010085299,0.0021224127,0.0034746972,0.0011126498,0.0015179218,0.005693552],"category_scores_gemma":[0.0010353728,0.00024301356,0.0002548822,0.0010105531,0.015761776,0.0048441174,0.0020445816,0.0020215625,0.0007518317],"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":[0.0000021615226,0.000001229791,0.000043393156,0.000039095594,0.0000011877693,0.000012825549,0.00019568054,0.00018627591,0.000035127847,0.98841107,0.0024306364,0.0086413715],"study_design_scores_gemma":[0.0000028625393,0.000008684867,0.0003719113,0.00014054666,0.000006193786,0.000114584116,0.00062205247,0.0004551786,0.00022084602,0.71432185,0.2837222,0.000013065933],"about_ca_topic_score_codex":0.0124598695,"about_ca_topic_score_gemma":0.016648864,"teacher_disagreement_score":0.0124598695,"about_ca_system_score_codex":0.004382064,"about_ca_system_score_gemma":0.0031172123,"threshold_uncertainty_score":0.03179419},"labels":[],"label_agreement":null},{"id":"W2943422377","doi":"","title":"Dekani 2001 : arhitekturna delavnica","year":2002,"lang":"sl","type":"article","venue":"Archivaria","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.021031435975509535,"score_gpt":0.20010503188971476,"score_spread":0.17907359591420524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943422377","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":[0.038725294,0.029697843,0.011464092,0.0147756925,0.00496532,0.00011399746,0.001253629,0.0014747297,0.8975293],"genre_scores_gemma":[0.19805391,0.012940109,0.009361763,0.0013320817,0.00047677348,0.0001559941,0.0020184163,0.0010367765,0.77462417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993692,0.00015533406,0.000024639563,0.00012527654,0.00019422572,0.00013138173],"domain_scores_gemma":[0.9996909,0.000049394825,0.000024443561,0.00007517409,0.00010763673,0.000052493237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008396744,0.0005600514,0.00035212495,0.001461739,0.0028150668,0.005981739,0.00076592737,0.0010712133,0.033753414],"category_scores_gemma":[0.0013744457,0.0003350229,0.00024659277,0.0014802396,0.0014701484,0.0021824008,0.0029737048,0.0027013111,0.008873423],"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":[0.0002132151,0.00008661435,0.0021663806,0.00034724007,0.000016556214,0.0003446936,0.009069491,0.0006705155,0.0022184653,0.3269029,0.23749857,0.4204654],"study_design_scores_gemma":[0.0000052134437,0.000007759295,0.0007763888,0.00008594759,0.0000035759479,0.00009688833,0.0005409125,0.0000643717,0.0003141629,0.004872981,0.9932259,0.000005905387],"about_ca_topic_score_codex":0.023282992,"about_ca_topic_score_gemma":0.039794113,"teacher_disagreement_score":0.033753414,"about_ca_system_score_codex":0.0049445266,"about_ca_system_score_gemma":0.0033880137,"threshold_uncertainty_score":0.11291647},"labels":[],"label_agreement":null},{"id":"W2946291210","doi":"","title":"Canada Bay House by CplusC Architectural Workshop","year":2016,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Bay; Geography; Oceanography; Geology","score_opus":0.004109883679477978,"score_gpt":0.16320440412618223,"score_spread":0.15909452044670425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946291210","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":[0.00403096,0.0015252328,0.002380347,0.008527872,0.005237793,0.0001099768,0.004108722,0.0010681506,0.9730109],"genre_scores_gemma":[0.006184096,0.0005170742,0.0012139472,0.0002477776,0.00008046263,0.000016785332,0.0007145624,0.0002091529,0.99081624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999332,0.000026992058,0.000008668657,0.00007880254,0.00043524898,0.00011813271],"domain_scores_gemma":[0.9990251,0.000023568096,0.00000967982,0.00006349074,0.00058788905,0.0002903622],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006312031,0.0010680554,0.00034721734,0.00097131747,0.007936079,0.0055285227,0.0011497051,0.0011687285,0.37540448],"category_scores_gemma":[0.00080135284,0.0005137853,0.00050196314,0.00121801,0.0012262196,0.0009518788,0.0024820406,0.0016689593,0.08794795],"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":[0.00003464023,0.000014320691,0.00027194992,0.00003030074,0.0000030567896,0.00010811283,0.000118153584,0.00026491904,0.00052908144,0.005711884,0.9673611,0.025552485],"study_design_scores_gemma":[0.0000027899368,0.000003717683,0.00041099646,0.000021368098,0.0000013799485,0.000020502499,0.00020019454,0.00008461666,0.0001434907,0.0003205987,0.99878496,0.0000054618845],"about_ca_topic_score_codex":0.6032304,"about_ca_topic_score_gemma":0.933072,"teacher_disagreement_score":0.39676958,"about_ca_system_score_codex":0.012740617,"about_ca_system_score_gemma":0.018819645,"threshold_uncertainty_score":0.89090973},"labels":[],"label_agreement":null},{"id":"W2947112465","doi":"","title":"Love Enough (Book of the Year)","year":2018,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Architecture and Computational Design","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":"MacEwan University","funders":"","keywords":"Typeface; Feeling; Variety (cybernetics); Work (physics); Plot (graphics); Visual arts; Aesthetics; Computer science; Psychology; Engineering; Art; Social psychology; Artificial intelligence","score_opus":0.04747460185907349,"score_gpt":0.3520682862773982,"score_spread":0.30459368441832474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947112465","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":[0.0010028908,0.00915319,0.0025694063,0.006301924,0.012948218,0.00007273554,0.0022678433,0.001489417,0.9641944],"genre_scores_gemma":[0.0038977533,0.0026695714,0.0014916572,0.0016147343,0.0011530145,0.000035955825,0.0010490306,0.00079114066,0.9872972],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996815,0.00004158676,0.000013448302,0.00005658729,0.00016813255,0.00003874369],"domain_scores_gemma":[0.99931216,0.000085568165,0.00003462698,0.000093114846,0.00022110443,0.00025343607],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003388833,0.00058526406,0.00037173132,0.0011666673,0.0017768593,0.005531381,0.00056535593,0.00075011095,0.3895395],"category_scores_gemma":[0.001769251,0.00036274083,0.00038057106,0.0013240215,0.00052931544,0.003734084,0.0019717435,0.0020746181,0.16822295],"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":[0.00001167676,0.0000106667785,0.00007586639,0.0000465159,0.0000011401859,0.000030880718,0.000115829695,0.000021081485,0.00014581475,0.009025158,0.9438882,0.046627272],"study_design_scores_gemma":[5.555768e-7,0.0000033217825,0.000091851245,0.00002159052,3.088157e-7,0.000035186495,0.000028346905,0.0000053870363,0.000022239006,0.00035012886,0.9994398,0.0000013015373],"about_ca_topic_score_codex":0.0020929638,"about_ca_topic_score_gemma":0.008669603,"teacher_disagreement_score":0.3895395,"about_ca_system_score_codex":0.00088527624,"about_ca_system_score_gemma":0.0011124929,"threshold_uncertainty_score":0.8707478},"labels":[],"label_agreement":null},{"id":"W2948222974","doi":"10.11159/iccste19.170","title":"Low-cost Housing Using Sustainable Materials and Catenary Shapes","year":2019,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Catenary; Computer science; Engineering; Structural engineering","score_opus":0.01007368214540066,"score_gpt":0.20350345259281,"score_spread":0.19342977044740933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948222974","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":[0.20867313,0.0011939732,0.71705323,0.0003118944,0.0001775453,0.00013406412,0.00026782768,0.0011783565,0.071010016],"genre_scores_gemma":[0.7487281,0.000580823,0.23325646,0.00004430498,0.000020440602,0.00008481141,0.0001943205,0.00012165785,0.016969165],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988747,0.000017420665,0.000004070638,0.000014669363,0.00006369505,0.000012717985],"domain_scores_gemma":[0.99994004,0.000011358028,0.0000103589055,0.000019054034,0.000013401355,0.000005818017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001064975,0.0003501045,0.00019380878,0.00036846966,0.00019704894,0.0006711723,0.00064542773,0.00029684018,0.0043663457],"category_scores_gemma":[0.00021457612,0.00015246318,0.00030125186,0.00030711846,0.00026091156,0.0005413518,0.0006327496,0.00018274119,0.00099445],"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":[0.00017376096,0.00018978992,0.0032271163,0.00055698585,0.000043773784,0.00078840053,0.00017763501,0.2979297,0.19829895,0.12951566,0.0058437814,0.3632545],"study_design_scores_gemma":[0.00008064412,0.0012358858,0.0056792414,0.00014068527,0.00006945132,0.00206185,0.00035312833,0.6985334,0.11203941,0.050457913,0.1292589,0.00008957523],"about_ca_topic_score_codex":0.0004157909,"about_ca_topic_score_gemma":0.0014627464,"teacher_disagreement_score":0.0043663457,"about_ca_system_score_codex":0.00017981183,"about_ca_system_score_gemma":0.0001905428,"threshold_uncertainty_score":0.014606833},"labels":[],"label_agreement":null},{"id":"W2949800873","doi":"","title":"Transmedial Time Constructs: Four Causes for Accidents in the Making","year":2018,"lang":"en","type":"article","venue":"National Conference on the Beginning Design Student","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Representation (politics); Architecture; Aesthetics; Visual arts; Character (mathematics); Urbanism; Process (computing); Sociology; Art; Computer science; Political science; Law","score_opus":0.10594334390693641,"score_gpt":0.32727849048230206,"score_spread":0.22133514657536565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949800873","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":[0.49849996,0.0055203014,0.15274176,0.058238316,0.0014270396,0.00021100073,0.00026487463,0.001257318,0.28183937],"genre_scores_gemma":[0.9846683,0.00047921593,0.0058938893,0.0004848158,0.00009858162,0.000050572035,0.000053535678,0.00021589102,0.008055158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9898281,0.0043089367,0.000434898,0.0013144923,0.0026563127,0.0014571414],"domain_scores_gemma":[0.9807866,0.0072780144,0.0022829415,0.0050000097,0.0029813289,0.0016710586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010599977,0.0009475224,0.00052102405,0.0042348336,0.012403605,0.016781477,0.003343943,0.0040661944,0.008796795],"category_scores_gemma":[0.019934433,0.0009940834,0.00091352756,0.0025918235,0.066998705,0.020992775,0.011765844,0.007460481,0.0013384351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012745475,0.000048915725,0.0048998646,0.00006560971,0.000011068324,0.0007833823,0.19188581,0.00053234416,0.00028432507,0.77794534,0.0042717066,0.019144205],"study_design_scores_gemma":[0.0000346668,0.00006930163,0.003005187,0.00020054544,0.000026680525,0.0014676739,0.21438654,0.00227675,0.0014839007,0.6452076,0.13173375,0.00010743417],"about_ca_topic_score_codex":0.008412906,"about_ca_topic_score_gemma":0.0059051737,"teacher_disagreement_score":0.016781477,"about_ca_system_score_codex":0.00803013,"about_ca_system_score_gemma":0.0043838746,"threshold_uncertainty_score":0.058262944},"labels":[],"label_agreement":null},{"id":"W2953037367","doi":"","title":"Placemaking through community and adaptable design (The Case of Coffee Park) (First Design Iteration).","year":2019,"lang":"en","type":"article","venue":"Spectrum Research Repository (Concordia University)","topic":"Architecture and Computational 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":"Community design; Placemaking; Brainstorming; Participatory planning; Urban planning; Context (archaeology); Urban design; Public space; Sociology; Environmental planning; Engineering; Architectural engineering; Business; Civil engineering; Geography; Political science; Marketing","score_opus":0.04351205332739519,"score_gpt":0.2481412606067366,"score_spread":0.20462920727934142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953037367","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":[0.26179162,0.0010122604,0.3757629,0.008548478,0.00039553232,0.0038789834,0.00021503457,0.0007198039,0.34767544],"genre_scores_gemma":[0.83776265,0.0002709586,0.12905489,0.00040255304,0.000013350643,0.00093019183,0.00009857425,0.00018411933,0.031282596],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9912209,0.0059496956,0.00014067223,0.00083295524,0.0010927365,0.00076308154],"domain_scores_gemma":[0.99525166,0.0020134265,0.00019101566,0.0010814747,0.0007078804,0.00075460813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009689685,0.0007330945,0.0002459574,0.0011389804,0.0075789196,0.008335955,0.0023112174,0.002062142,0.0056788186],"category_scores_gemma":[0.009061103,0.0005777541,0.0006564285,0.0010085145,0.014560523,0.0048398143,0.007760283,0.0016545509,0.00066403806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001797247,0.00042882748,0.0056104786,0.00059158774,0.00005133516,0.0026846793,0.40350464,0.006083549,0.004864879,0.37444386,0.011493869,0.19006257],"study_design_scores_gemma":[0.00012828251,0.0003638021,0.003770492,0.000618304,0.00007350329,0.0013198514,0.19873188,0.0075153643,0.006035513,0.092843965,0.6884692,0.00012983887],"about_ca_topic_score_codex":0.049273152,"about_ca_topic_score_gemma":0.1206436,"teacher_disagreement_score":0.049273152,"about_ca_system_score_codex":0.009776321,"about_ca_system_score_gemma":0.012480494,"threshold_uncertainty_score":0.09797275},"labels":[],"label_agreement":null},{"id":"W2954696798","doi":"10.29173/mocs86","title":"Open Source Timber Systems as a Democratic Tool for Construction","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prefabrication; Architecture; Architectural engineering; Best practice; Population; Engineering; Computer science; Construction engineering; Civil engineering; Sociology; Management","score_opus":0.005843547614776237,"score_gpt":0.1981959360213101,"score_spread":0.19235238840653388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954696798","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":[0.0037579495,0.00029585915,0.850622,0.002957903,0.00068375753,0.0004252566,0.0011137584,0.048376188,0.091767214],"genre_scores_gemma":[0.14863692,0.0013422095,0.69867235,0.0017760153,0.0012345088,0.002436115,0.01053959,0.04354154,0.091820695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98673254,0.00429626,0.00083622336,0.0015398216,0.00594292,0.00065222353],"domain_scores_gemma":[0.9580943,0.010849239,0.0019817592,0.022786362,0.004451173,0.001837258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016030675,0.0011239076,0.0006370549,0.0033353912,0.0024443516,0.008543943,0.004273476,0.0032011548,0.032838408],"category_scores_gemma":[0.033469614,0.0009596559,0.0016947461,0.003252765,0.0054269587,0.014139507,0.015468614,0.0047775796,0.022278903],"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":[0.0003126796,0.000534919,0.002624634,0.0008875001,0.00017136533,0.0008419981,0.009460005,0.010454909,0.0154581675,0.4893629,0.12105403,0.3488369],"study_design_scores_gemma":[0.000057222773,0.00008758963,0.0012063732,0.00030699917,0.000024634175,0.00024500757,0.00069413416,0.015831009,0.0042883847,0.2020482,0.77510786,0.00010263007],"about_ca_topic_score_codex":0.0012813366,"about_ca_topic_score_gemma":0.0021075136,"teacher_disagreement_score":0.032838408,"about_ca_system_score_codex":0.0016892803,"about_ca_system_score_gemma":0.0034148311,"threshold_uncertainty_score":0.10985541},"labels":[],"label_agreement":null},{"id":"W2955314730","doi":"10.29173/mocs90","title":"Integrating Computational Design to Improve the Design Workflow of Modular Construction","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workflow; Modular design; Systems engineering; Computer science; Building information modeling; Software engineering; Quality (philosophy); Process (computing); Automation; Manufacturing engineering; Engineering; Database; Operations management; Scheduling (production processes)","score_opus":0.00685073752682679,"score_gpt":0.18406589306957938,"score_spread":0.17721515554275258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955314730","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048216083,0.00010496823,0.98639584,0.00026613334,0.000053683438,0.00014944111,0.00009459875,0.0014072399,0.0067066043],"genre_scores_gemma":[0.047712598,0.0002425916,0.9485649,0.00008015706,0.000015862874,0.0002674556,0.0004572993,0.00077412283,0.0018851324],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657214,0.0012624086,0.00025406212,0.0003602568,0.0013444,0.00020670473],"domain_scores_gemma":[0.9946373,0.0022415211,0.00022560108,0.001666642,0.001030696,0.00019810171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051670303,0.0012272572,0.0008793029,0.0016434025,0.0010110644,0.0041958657,0.0020777914,0.0010991817,0.006389671],"category_scores_gemma":[0.010883072,0.0009464425,0.0017741886,0.001373057,0.0014848369,0.0024615221,0.004373148,0.002114721,0.002451571],"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":[0.0001444689,0.00020398994,0.0029637283,0.00084561924,0.00010205451,0.00046406226,0.0026300687,0.5515756,0.01673558,0.12729074,0.008128681,0.28891543],"study_design_scores_gemma":[0.00006672234,0.00011797534,0.00083672564,0.00031656015,0.0000534911,0.00026889733,0.00052793045,0.7356663,0.010793064,0.103495374,0.1477575,0.00009949993],"about_ca_topic_score_codex":0.003431968,"about_ca_topic_score_gemma":0.0051582693,"teacher_disagreement_score":0.006389671,"about_ca_system_score_codex":0.0014371722,"about_ca_system_score_gemma":0.0047674626,"threshold_uncertainty_score":0.027326226},"labels":[],"label_agreement":null},{"id":"W2955834889","doi":"10.22215/etd/2019-13570","title":"10,000 iterations: Computation as a Tool for Schematic Design","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Schematic; Computer science; Process (computing); Computation; Iterative design; Iterative and incremental development; Simple (philosophy); Design process; Function (biology); Engineering drawing; Engineering design process; Software engineering; Algorithm; Work in process; Programming language; Engineering; Mathematical optimization; Mathematics; Mechanical engineering","score_opus":0.014631101832566168,"score_gpt":0.25206986867851483,"score_spread":0.23743876684594867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955834889","genre_codex":"methods","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":[0.015586299,0.00050484604,0.9081535,0.0011381857,0.00012619022,0.0001768157,0.00006681732,0.00093483145,0.07331259],"genre_scores_gemma":[0.09124484,0.0004907622,0.88532746,0.00020690875,0.000032523618,0.00031163372,0.00015217623,0.0006388216,0.021594895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971635,0.001621925,0.00009412553,0.00025511388,0.0007591341,0.00010620347],"domain_scores_gemma":[0.9941607,0.0037714038,0.00019687852,0.0010455317,0.00065659726,0.00016886034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039757937,0.00079740025,0.00047951197,0.0011206532,0.0009802656,0.0040506814,0.0012463155,0.0009671762,0.011905258],"category_scores_gemma":[0.015811356,0.0007298611,0.00071037107,0.000841511,0.0034408122,0.0035751588,0.0023924808,0.0019451225,0.0029418152],"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":[0.00016237398,0.00012381552,0.0012339217,0.00025220646,0.000046674377,0.00010963925,0.0025389495,0.051499583,0.0048710415,0.648474,0.011777089,0.27891076],"study_design_scores_gemma":[0.00010816219,0.00020931565,0.00069057243,0.0004020841,0.0000581877,0.00024033671,0.0007476299,0.21324994,0.008383009,0.49879685,0.27704063,0.00007328566],"about_ca_topic_score_codex":0.0015486239,"about_ca_topic_score_gemma":0.0024244678,"teacher_disagreement_score":0.011905258,"about_ca_system_score_codex":0.0021932372,"about_ca_system_score_gemma":0.0025637532,"threshold_uncertainty_score":0.03982705},"labels":[],"label_agreement":null},{"id":"W2964590120","doi":"10.22215/etd/2018-12935","title":"Sequencing the Body: Prisons and the Spatial Imaginary","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"The Imaginary; Prison; Recreation; Public space; Space (punctuation); Perception; Sociology; Variety (cybernetics); Population; Internet privacy; Criminology; Geography; Public relations; Computer science; Architectural engineering; Political science; Engineering; Psychology; Artificial intelligence; Law","score_opus":0.00537957956955336,"score_gpt":0.21289185347479622,"score_spread":0.20751227390524285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964590120","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":[0.4461184,0.0038928392,0.12345765,0.008656665,0.0002973654,0.00007863811,0.00007693178,0.0002394469,0.41718206],"genre_scores_gemma":[0.98130965,0.00050071295,0.00781414,0.000120563345,0.000014906261,0.000036142657,0.000014017645,0.00004559989,0.010144206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99887425,0.00077932625,0.000031554344,0.00009281841,0.000108969114,0.000113027934],"domain_scores_gemma":[0.9991768,0.00033456337,0.00009721736,0.0001813625,0.00008682338,0.00012316575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008827128,0.00024212709,0.00018595907,0.0005369922,0.0028150063,0.0039584106,0.0005369482,0.00052513566,0.0057035377],"category_scores_gemma":[0.0026714888,0.00020753969,0.0002291988,0.00035452997,0.018956356,0.0054377946,0.0037886505,0.00096977776,0.00046406104],"study_design_candidate":"qualitative","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":[0.000034731464,0.000010178453,0.0010065897,0.00005001064,0.000003867817,0.00010816658,0.03742704,0.0017764866,0.00044748414,0.9419392,0.0008891497,0.016307073],"study_design_scores_gemma":[0.000029900008,0.00009900319,0.002931628,0.00049995433,0.000017277096,0.00037738084,0.07681522,0.0050686346,0.0018830895,0.7236346,0.18859684,0.000046438956],"about_ca_topic_score_codex":0.0034437007,"about_ca_topic_score_gemma":0.004348796,"teacher_disagreement_score":0.0057035377,"about_ca_system_score_codex":0.0019454727,"about_ca_system_score_gemma":0.0018699166,"threshold_uncertainty_score":0.019080222},"labels":[],"label_agreement":null},{"id":"W2965301581","doi":"10.22215/etd/2015-10957","title":"Climorphysiological Architecture: Latent","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"Hansjörg Wyss Institute for Biologically Inspired Engineering, Harvard University","keywords":"Architecture; Exploit; Futures studies; Architectural engineering; Natural (archaeology); Engineering; Computer science; Data science; Ecology; Environmental resource management; Geography; Environmental science; Artificial intelligence; Biology","score_opus":0.01502114464472586,"score_gpt":0.235865761526281,"score_spread":0.22084461688155513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965301581","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":[0.083538145,0.0037538123,0.27981487,0.011436285,0.0009520523,0.00014655605,0.00090321276,0.0011446613,0.61831033],"genre_scores_gemma":[0.82370317,0.0027124286,0.033043973,0.0007246206,0.0003449576,0.00017287362,0.00069614005,0.00046220954,0.13813962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997538,0.000047377893,0.00000785765,0.00008380767,0.000066246,0.000040952247],"domain_scores_gemma":[0.9996549,0.000048142403,0.000033930413,0.00012736306,0.00008268135,0.0000529315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040109814,0.0002859884,0.00018688249,0.00035643575,0.0010007961,0.003232294,0.0006874717,0.0005948538,0.024923328],"category_scores_gemma":[0.0011761822,0.0003291157,0.0002651739,0.00046414777,0.0031218627,0.0032432894,0.0017808295,0.0013112338,0.0039757276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010733915,0.000016006394,0.00049576757,0.000053404892,0.000004857193,0.000049580463,0.0003710064,0.0019176725,0.003024757,0.9757125,0.0033068086,0.015036983],"study_design_scores_gemma":[0.000014615721,0.00004153538,0.0027616266,0.00009224321,0.000011425585,0.00022002579,0.0006584144,0.012699411,0.002379721,0.78299546,0.19810158,0.000024003304],"about_ca_topic_score_codex":0.0013439327,"about_ca_topic_score_gemma":0.0022718247,"teacher_disagreement_score":0.024923328,"about_ca_system_score_codex":0.0012684024,"about_ca_system_score_gemma":0.0011718955,"threshold_uncertainty_score":0.083376825},"labels":[],"label_agreement":null},{"id":"W2968685852","doi":"","title":"Using affect to increase empathy in near-living architecture","year":2014,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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 Waterloo","funders":"","keywords":"Affect (linguistics); Empathy; Psychology; Architecture; Social psychology; Communication; Art; Visual arts","score_opus":0.010408383888981193,"score_gpt":0.22871731302066434,"score_spread":0.21830892913168315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968685852","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":[0.9202517,0.000098039236,0.018206505,0.0006981479,0.00007577778,0.000047969304,0.000013552445,0.00025284616,0.060355343],"genre_scores_gemma":[0.99083227,0.00003416689,0.004859328,0.00012182516,0.000007020596,0.000027969832,0.000007839513,0.000024611269,0.0040849964],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99944395,0.00029950493,0.00001173015,0.00006674781,0.00010982731,0.00006825358],"domain_scores_gemma":[0.99893767,0.000535417,0.00008831074,0.00016406078,0.00009086672,0.00018369418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006437313,0.0003619679,0.0001293799,0.0001784725,0.00084503205,0.0010425131,0.00035602108,0.0006782338,0.007152765],"category_scores_gemma":[0.0039172117,0.00013178047,0.00020410093,0.00009496895,0.00085357093,0.00107352,0.0016222193,0.0009203697,0.0006878115],"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":[0.002357475,0.00699828,0.03854853,0.0010234801,0.00033276877,0.0017586184,0.10462255,0.022345258,0.32242805,0.0967928,0.01461114,0.38818097],"study_design_scores_gemma":[0.0011742875,0.012688264,0.28129497,0.00054811937,0.0012907761,0.0027589588,0.06201522,0.11732011,0.13654552,0.23374425,0.15020683,0.0004127182],"about_ca_topic_score_codex":0.0004091938,"about_ca_topic_score_gemma":0.0008879776,"teacher_disagreement_score":0.007152765,"about_ca_system_score_codex":0.0003866457,"about_ca_system_score_gemma":0.00025687634,"threshold_uncertainty_score":0.023928404},"labels":[],"label_agreement":null},{"id":"W2968802048","doi":"10.3138/ctr.179.016","title":"<i>Something Bigger:</i> When Things Go Wrong","year":2019,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Landline; Presentation (obstetrics); Performance art; Visual arts; Art; Art history; Aesthetics; History; Phone; Philosophy","score_opus":0.008091314866297397,"score_gpt":0.19506190913979507,"score_spread":0.18697059427349766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968802048","genre_codex":"review","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":[0.0025611783,0.68625265,0.0072014052,0.20490472,0.0368165,0.00025226458,0.00036194382,0.00029421755,0.061355073],"genre_scores_gemma":[0.10377455,0.6663312,0.011028435,0.07998242,0.011128901,0.00041177272,0.0011081629,0.0009583009,0.12527625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9838706,0.00520202,0.00090024126,0.0008241327,0.007785302,0.0014176756],"domain_scores_gemma":[0.95123523,0.008709724,0.0016192576,0.0016799587,0.033977218,0.0027785643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018306622,0.0011257408,0.00082101504,0.0049307016,0.0066171666,0.012499925,0.0029994096,0.003459014,0.0066595785],"category_scores_gemma":[0.03651577,0.00053141644,0.0007341596,0.005547783,0.0100670755,0.0066563427,0.0027214072,0.0063987896,0.002665827],"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":[0.00005251483,0.000026409842,0.00030680088,0.0038560147,0.000045695262,0.00013082918,0.0071931845,0.00025836335,0.0011323328,0.03862086,0.80295044,0.1454265],"study_design_scores_gemma":[0.000003799382,0.000019735624,0.00038071026,0.0017455753,0.00002013745,0.00006139839,0.002321058,0.000024195355,0.0002663367,0.0012589083,0.9938828,0.00001548705],"about_ca_topic_score_codex":0.3997147,"about_ca_topic_score_gemma":0.5614786,"teacher_disagreement_score":0.3997147,"about_ca_system_score_codex":0.033862002,"about_ca_system_score_gemma":0.075115524,"threshold_uncertainty_score":0.7947762},"labels":[],"label_agreement":null},{"id":"W2972523418","doi":"10.11606/d.102.2019.tde-09092019-100632","title":"Programação para Arquitetura: linguagens visuais e textuais em Projeto Orientado ao Desempenho","year":2019,"lang":"pt","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Computer science; Flexibility (engineering); CLARITY; Programming language; Scalability; Architectural engineering; Software engineering; Engineering; Database; Mathematics","score_opus":0.016684611065439562,"score_gpt":0.28435225981368145,"score_spread":0.2676676487482419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972523418","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":[0.44407403,0.0048177303,0.2747062,0.016784905,0.00034243797,0.0009651595,0.0008685628,0.004415023,0.2530259],"genre_scores_gemma":[0.8259551,0.0026185224,0.14375296,0.00079590286,0.00009868836,0.00072309136,0.00090860936,0.0010277249,0.024119528],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9895215,0.0060569565,0.0006702128,0.0013384992,0.0019468114,0.0004660083],"domain_scores_gemma":[0.9631887,0.023687398,0.002821181,0.0036672596,0.005237055,0.0013983791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0140775535,0.00048066775,0.0005076172,0.0038902075,0.0041460292,0.011577467,0.0018602144,0.0016147123,0.009255801],"category_scores_gemma":[0.038102556,0.0005348631,0.0005024028,0.007327744,0.0062346645,0.010703701,0.0059864586,0.0026405563,0.0026847483],"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":[0.00019180335,0.0003930459,0.028614253,0.0017605464,0.000038196373,0.0010226049,0.29197556,0.0030384704,0.0061323415,0.18032913,0.016702034,0.46980202],"study_design_scores_gemma":[0.00008377013,0.00025989735,0.026097255,0.0020870715,0.000077688084,0.002154412,0.18569428,0.013201937,0.0061051776,0.059479073,0.70457494,0.0001844616],"about_ca_topic_score_codex":0.02914293,"about_ca_topic_score_gemma":0.030337952,"teacher_disagreement_score":0.02914293,"about_ca_system_score_codex":0.0059376857,"about_ca_system_score_gemma":0.012980531,"threshold_uncertainty_score":0.074450135},"labels":[],"label_agreement":null},{"id":"W2973387325","doi":"10.1080/10464883.2019.1633205","title":"The Architecture of Work and the Work of Architecture Today","year":2019,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Computational Design","field":"Engineering","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":"McGill University","funders":"","keywords":"Architecture; Work (physics); Architectural engineering; Engineering; Construction engineering; Art; Visual arts; Mechanical engineering","score_opus":0.0026840850129535667,"score_gpt":0.19436415591938633,"score_spread":0.19168007090643277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973387325","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":[0.04978018,0.009627221,0.07988698,0.039052073,0.00070638175,0.000034570843,0.000074654585,0.00018700036,0.820651],"genre_scores_gemma":[0.9444499,0.0023159618,0.011710974,0.00075173867,0.000299629,0.00005579991,0.000054968878,0.00011212089,0.040248945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769884,0.0013088088,0.00007496529,0.00024323523,0.0003802973,0.00029381432],"domain_scores_gemma":[0.99756587,0.001166343,0.00015743979,0.00056785997,0.0002870769,0.00025542476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026283506,0.0005243409,0.00034261795,0.0016667141,0.0060076546,0.01238105,0.00096247386,0.0032557796,0.009318821],"category_scores_gemma":[0.0036212036,0.0004901343,0.0005142052,0.0015708467,0.038570516,0.015156373,0.0032754634,0.0035131657,0.0015164171],"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":[0.0000029663604,0.0000032079572,0.000096750184,0.0000058877454,0.0000010046735,0.000010544611,0.0020854513,0.00016265728,0.000037961883,0.99513525,0.0005335497,0.0019247854],"study_design_scores_gemma":[0.0000056191866,0.000008059067,0.0002659411,0.0000398883,0.0000028398329,0.000041885818,0.002821744,0.00057664973,0.00008769498,0.93732744,0.058814593,0.000007682804],"about_ca_topic_score_codex":0.0069448543,"about_ca_topic_score_gemma":0.0060941675,"teacher_disagreement_score":0.01238105,"about_ca_system_score_codex":0.004201328,"about_ca_system_score_gemma":0.0037345863,"threshold_uncertainty_score":0.0311746},"labels":[],"label_agreement":null},{"id":"W2974786587","doi":"10.1002/9781119097921.ch6","title":"Near Future Developments: Advances in Simulation and Real‐Time Feedback","year":2018,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","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":"Microsemi (Canada)","funders":"","keywords":"Mainstream; Architecture; Computer science; Context (archaeology); Relevance (law); Flourishing; Process (computing); Test (biology); Human–computer interaction; Relation (database); Inclusion (mineral); Architectural engineering; Engineering; Psychology; Visual arts","score_opus":0.0038358011918441025,"score_gpt":0.21747183513289667,"score_spread":0.21363603394105257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974786587","genre_codex":"methods","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":[0.019339515,0.075238675,0.48844573,0.049399883,0.005600308,0.000113809336,0.00040187238,0.0016637064,0.35979655],"genre_scores_gemma":[0.5838334,0.13729478,0.21416913,0.0034388986,0.0034087854,0.00045557634,0.0009031818,0.0011197461,0.055376496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996554,0.0016150763,0.00014657433,0.00032621625,0.0012031199,0.00015499417],"domain_scores_gemma":[0.99429107,0.003680117,0.00023907342,0.00074384303,0.0007033181,0.00034253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051480127,0.0010088504,0.00073380675,0.0013203236,0.00091097865,0.008224301,0.002248245,0.00265528,0.015565794],"category_scores_gemma":[0.013143606,0.00048257044,0.000834176,0.0013667946,0.004355193,0.010852486,0.0034707203,0.0039792336,0.0026646028],"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":[0.000050848965,0.000059819144,0.0007123974,0.00046957892,0.000025148163,0.000076621574,0.0010180667,0.038035423,0.00045493626,0.82777244,0.013858723,0.117465965],"study_design_scores_gemma":[0.000027676693,0.00007494111,0.00036254447,0.0006877563,0.00002291192,0.00013963571,0.0008765561,0.06286476,0.00084742304,0.4597526,0.47427955,0.00006368107],"about_ca_topic_score_codex":0.003975163,"about_ca_topic_score_gemma":0.0030360464,"teacher_disagreement_score":0.015565794,"about_ca_system_score_codex":0.0026095442,"about_ca_system_score_gemma":0.0030488626,"threshold_uncertainty_score":0.052072704},"labels":[],"label_agreement":null},{"id":"W2980873128","doi":"10.1061/(asce)cc.1943-5614.0000994","title":"Erratum for “Experimental Behavior and Design-Oriented Analysis of Sandwich Beams with Bio-Based Composite Facings and Foam Cores” by Dillon Betts, Pedram Sadeghian, and Amir Fam","year":2019,"lang":"en","type":"erratum","venue":"Journal of Composites for Construction","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Dalhousie University","funders":"","keywords":"Materials science; Composite material; Composite number; Sandwich-structured composite; Core (optical fiber)","score_opus":0.00641969193916547,"score_gpt":0.22274737542637377,"score_spread":0.2163276834872083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980873128","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":[0.0013444441,0.0025603848,0.0073354333,0.03136474,0.94244236,0.00008189891,0.001225494,0.00076201116,0.012883261],"genre_scores_gemma":[0.027359432,0.011172931,0.030042412,0.056255512,0.10604418,0.00045958027,0.009382047,0.0031408782,0.756143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965461,0.00031729415,0.00051883643,0.0003311928,0.0021176145,0.00016913189],"domain_scores_gemma":[0.9905776,0.0018081936,0.00035967067,0.0005420155,0.0064130034,0.00029950868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019706048,0.0021724063,0.001429998,0.0026534835,0.0031084232,0.0023779687,0.0025208185,0.0043035275,0.046762373],"category_scores_gemma":[0.01571558,0.0010120316,0.0012055023,0.001399971,0.0014853772,0.0023347614,0.0014529839,0.0036608344,0.026970396],"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":[0.00012782797,0.000028103468,0.00007901011,0.00013553211,0.000009677239,0.00022399554,0.000024508212,0.0001925317,0.0012668652,0.0012470244,0.9835886,0.013076365],"study_design_scores_gemma":[0.00006300896,0.00013642033,0.00086737896,0.00022899045,0.000056339057,0.0005639349,0.00013177836,0.0014086472,0.007503967,0.002118059,0.9868465,0.000074981646],"about_ca_topic_score_codex":0.006757927,"about_ca_topic_score_gemma":0.010561865,"teacher_disagreement_score":0.046762373,"about_ca_system_score_codex":0.001987971,"about_ca_system_score_gemma":0.0023507948,"threshold_uncertainty_score":0.15643573},"labels":[],"label_agreement":null},{"id":"W2982200261","doi":"10.22215/etd/2016-11524","title":"Ottawa City Block: Box Store Coach Suites","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Prefabrication; Architectural engineering; Zoning; Engineering; Architecture; Factory (object-oriented programming); Affordable housing; Order (exchange); Doors; Process (computing); Civil engineering; Transport engineering; Business; Computer science; Finance; Visual arts; Art; Mechanical engineering","score_opus":0.006794913595680017,"score_gpt":0.21669701401798344,"score_spread":0.20990210042230342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982200261","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":[0.0033642175,0.0019419016,0.00053537125,0.0039299084,0.0006168623,0.00009283009,0.0065082074,0.00043633304,0.9825743],"genre_scores_gemma":[0.0034315581,0.00056731864,0.00027310706,0.00014631996,0.000019698995,0.000017770239,0.00058889843,0.00008910653,0.99486625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992291,0.000033700908,0.00002367332,0.00015143938,0.00041865668,0.00014333401],"domain_scores_gemma":[0.99880004,0.00007523033,0.000041378084,0.0001201627,0.0005582463,0.000404775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004710911,0.0007421806,0.00049244915,0.0008526674,0.012004081,0.005639114,0.0011623047,0.0018834071,0.54300356],"category_scores_gemma":[0.0013077946,0.000676154,0.0003486634,0.002197662,0.0015606686,0.0017675379,0.0021112594,0.0016188032,0.16910642],"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":[0.00009262548,0.000036232384,0.0009882889,0.00013071221,0.00000392763,0.00018004223,0.0014348401,0.00016868315,0.0007035593,0.020397916,0.92270994,0.053153202],"study_design_scores_gemma":[0.0000024174085,0.000004402413,0.0010215464,0.000038049115,0.0000012255808,0.000016918606,0.00048523542,0.00002359596,0.00012411588,0.00026708175,0.99801,0.000005499769],"about_ca_topic_score_codex":0.682745,"about_ca_topic_score_gemma":0.95808476,"teacher_disagreement_score":0.54300356,"about_ca_system_score_codex":0.019001815,"about_ca_system_score_gemma":0.026775768,"threshold_uncertainty_score":0.65185},"labels":[],"label_agreement":null},{"id":"W2989804254","doi":"10.1525/jsah.2019.78.4.496b","title":"Review: Digital Architecture beyond Computers: Fragments of a Cultural History of Computational Design, by Roberto Bottazzi","year":2019,"lang":"en","type":"article","venue":"Journal of the Society of Architectural Historians","topic":"Architecture and Computational Design","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":true,"ca_institutions":"McGill University","funders":"","keywords":"Icon; Architecture; Citation; Computer science; History of architecture; Scholarship; Cultural history; Art history; Download; World Wide Web; Library science; Art; Visual arts; Sociology; Anthropology; Law","score_opus":0.006359286365300688,"score_gpt":0.18879732088876372,"score_spread":0.18243803452346302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989804254","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":[0.000043944463,0.9790952,0.00010705684,0.009920639,0.0058497596,0.00002019402,0.0000773513,0.00001929398,0.004866503],"genre_scores_gemma":[0.00082531985,0.97655565,0.0001728936,0.008973422,0.005663108,0.000060340924,0.00014464356,0.000021609649,0.007583104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985917,0.00035120198,0.00016712994,0.00017688535,0.00062523613,0.00008788963],"domain_scores_gemma":[0.99450076,0.0023135955,0.000471847,0.00016382287,0.0022086212,0.00034127475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016852997,0.0008863964,0.0015923618,0.004565065,0.00080908876,0.004118068,0.001362413,0.0022410578,0.017173056],"category_scores_gemma":[0.009927444,0.0005634374,0.0007501685,0.0063349255,0.0016456594,0.004259019,0.0014306533,0.003882665,0.011498448],"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":[0.00002156048,0.000006967947,0.000066929395,0.0052784183,0.000032926007,0.000043322045,0.00010198703,0.000048945676,0.000092510934,0.0017910048,0.8730706,0.11944491],"study_design_scores_gemma":[0.000008475394,0.000013276681,0.00022738497,0.0048408485,0.000025945119,0.00018558178,0.00006729409,0.00001199455,0.00003072459,0.00087024487,0.993707,0.000011162762],"about_ca_topic_score_codex":0.0032966922,"about_ca_topic_score_gemma":0.0060983277,"teacher_disagreement_score":0.017173056,"about_ca_system_score_codex":0.0024653443,"about_ca_system_score_gemma":0.0049774186,"threshold_uncertainty_score":0.05744958},"labels":[],"label_agreement":null},{"id":"W2995693899","doi":"","title":"kitche migawap âcimowin = Tipi tectonics: building as medicine","year":2019,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Architecture and Computational 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":"Tectonics; Geology; Seismology","score_opus":0.0058302706666829105,"score_gpt":0.19767873663311478,"score_spread":0.19184846596643187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995693899","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":[0.021823497,0.040533725,0.0051577217,0.03539068,0.0017936585,0.00009418712,0.00034360212,0.00020631026,0.8946566],"genre_scores_gemma":[0.143796,0.03483513,0.006014225,0.0030499604,0.00030305356,0.000095487536,0.00013054187,0.0001427155,0.81163293],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99982977,0.000033150027,0.0000062322115,0.000042030195,0.000056059365,0.000032765944],"domain_scores_gemma":[0.9998149,0.000055038683,0.0000139492295,0.000017834922,0.000051116116,0.000047091493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003586267,0.00038563085,0.00017170033,0.0006327351,0.0031656616,0.0031734174,0.0003277986,0.00084391836,0.03468657],"category_scores_gemma":[0.00046870433,0.00019285959,0.00013467931,0.0008149038,0.003171534,0.0022886926,0.0014248148,0.0017434815,0.00617258],"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":[0.0000678344,0.00006238033,0.0018228762,0.00069511787,0.000010509498,0.00037616564,0.02079341,0.0006049498,0.004381819,0.28475,0.31437793,0.3720569],"study_design_scores_gemma":[0.0000030152123,0.000021585189,0.0020767874,0.00024274008,0.0000041683998,0.00030683377,0.0060231374,0.00019703315,0.00093364046,0.010304466,0.97987616,0.0000105769495],"about_ca_topic_score_codex":0.029617786,"about_ca_topic_score_gemma":0.10366905,"teacher_disagreement_score":0.03468657,"about_ca_system_score_codex":0.004755778,"about_ca_system_score_gemma":0.0036252127,"threshold_uncertainty_score":0.11603814},"labels":[],"label_agreement":null},{"id":"W2997470898","doi":"10.1515/9783035617061","title":"Rethinking Wood: Future Dimensions of Timber Assembly","year":2019,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Architectural engineering; Engineering","score_opus":0.006851283569936875,"score_gpt":0.19827696209512655,"score_spread":0.19142567852518966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997470898","genre_codex":"methods","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":[0.08048091,0.022000946,0.6716226,0.020515561,0.0034102371,0.00004922367,0.00039763577,0.0016985162,0.19982451],"genre_scores_gemma":[0.6775924,0.010376672,0.257354,0.0015614957,0.00087128335,0.000064389,0.00030592942,0.00092556985,0.0509483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995999,0.00010277604,0.000011927749,0.00007068437,0.00015471106,0.000060110513],"domain_scores_gemma":[0.9993118,0.0002461653,0.00002974023,0.00020526299,0.00013055562,0.00007641519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007381887,0.0005649646,0.0005087092,0.00045682557,0.001010017,0.0041932105,0.00141456,0.0014673616,0.02143692],"category_scores_gemma":[0.0016017908,0.00043596062,0.0005071273,0.0004755512,0.0029177621,0.0076774326,0.002029368,0.0020367526,0.0026603774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000800485,0.00004127781,0.0010070055,0.0002152908,0.000016897799,0.00014415562,0.00059122994,0.03282725,0.008545982,0.7813561,0.016396249,0.15877849],"study_design_scores_gemma":[0.000013522925,0.00006172973,0.0009388485,0.00016876428,0.000018895935,0.0002636811,0.00080182217,0.06713034,0.003234476,0.7058678,0.22144505,0.00005498556],"about_ca_topic_score_codex":0.0018192452,"about_ca_topic_score_gemma":0.0044686305,"teacher_disagreement_score":0.02143692,"about_ca_system_score_codex":0.0008068567,"about_ca_system_score_gemma":0.0008144039,"threshold_uncertainty_score":0.071713686},"labels":[],"label_agreement":null},{"id":"W2997617180","doi":"10.33357/ys.88628","title":"Vertical urbanism: high-rise buildings and public space","year":2019,"lang":"fi","type":"article","venue":"Yhdyskuntasuunnittelu","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"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 Toronto; York University","funders":"","keywords":"Urbanism; Public space; Architectural engineering; Space (punctuation); Geography; Architecture; Computer science; Engineering; Archaeology","score_opus":0.006766948289383089,"score_gpt":0.1890098428163882,"score_spread":0.1822428945270051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997617180","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":[0.7563442,0.0030896557,0.018880624,0.0036155237,0.00013606716,0.000021507158,0.00017727999,0.00003888724,0.21769631],"genre_scores_gemma":[0.99576664,0.00022862747,0.00038154575,0.00001987552,0.00002018865,0.0000020547616,0.000017928933,0.000004029375,0.003559078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973255,0.00009825636,0.000005284631,0.000030756517,0.000043857304,0.000089331974],"domain_scores_gemma":[0.99978083,0.00006611348,0.000049922262,0.000013894532,0.00003549863,0.00005366486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023728548,0.00025250093,0.00011840528,0.00050433405,0.00081933336,0.003536303,0.00032519177,0.00059100694,0.010935269],"category_scores_gemma":[0.00065607077,0.00015813828,0.00018001598,0.0010792891,0.0025938917,0.001306483,0.0013713568,0.00047778053,0.00042515039],"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":[0.00011911922,0.000054781594,0.023181936,0.0000876271,0.000017186647,0.0002966839,0.003360478,0.0062924414,0.000961928,0.93690836,0.0018336785,0.026885951],"study_design_scores_gemma":[0.00006255215,0.00034848816,0.10733323,0.00030081754,0.00007154623,0.0010800892,0.052388944,0.032690708,0.0019890459,0.6878206,0.1158449,0.00006910428],"about_ca_topic_score_codex":0.0120959515,"about_ca_topic_score_gemma":0.025097739,"teacher_disagreement_score":0.0120959515,"about_ca_system_score_codex":0.0012702317,"about_ca_system_score_gemma":0.0007658084,"threshold_uncertainty_score":0.036582172},"labels":[],"label_agreement":null},{"id":"W2998199505","doi":"10.17742/image.oi.10.2.1","title":"On the Mediality of Two Towers: Calgary—Toronto","year":2019,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Visual arts","score_opus":0.020297272384732036,"score_gpt":0.36326107201458363,"score_spread":0.3429637996298516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998199505","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":[0.41224518,0.0075457357,0.002633747,0.01648282,0.0005610823,0.00007304161,0.0003490191,0.00006599427,0.56004345],"genre_scores_gemma":[0.95448893,0.002010748,0.0008274655,0.00042683978,0.00002761366,0.000013229987,0.00007965672,0.00003641487,0.042089086],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990305,0.00030822464,0.000017149581,0.00011250184,0.00016931376,0.00036228524],"domain_scores_gemma":[0.9992113,0.00021325449,0.0000641553,0.00005329451,0.00018262066,0.00027528024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008223746,0.00043232762,0.000292468,0.0012839044,0.026895877,0.00718778,0.0010784674,0.0010157339,0.011856412],"category_scores_gemma":[0.0015587497,0.0003377274,0.00019225133,0.0027266054,0.017533846,0.002517005,0.003591462,0.0016764029,0.0005262307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012391554,0.00001817277,0.00820496,0.00013799462,0.000011795209,0.0024646968,0.5915665,0.00054687104,0.0007196493,0.3298481,0.027905045,0.03845239],"study_design_scores_gemma":[0.000011263786,0.000030046016,0.020658985,0.00030558478,0.000018066585,0.00042902323,0.57815176,0.00030104228,0.00044576067,0.008448191,0.39114928,0.000050958875],"about_ca_topic_score_codex":0.9718847,"about_ca_topic_score_gemma":0.9937849,"teacher_disagreement_score":0.078001335,"about_ca_system_score_codex":0.078001335,"about_ca_system_score_gemma":0.02671415,"threshold_uncertainty_score":0.56594193},"labels":[],"label_agreement":null},{"id":"W2998447860","doi":"10.1002/ad.2535","title":"No Design on Stolen Land: Dismantling Design's Dehumanising White Supremacy","year":2020,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":13,"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":"Appropriation; Capitalism; Indigenous; White supremacy; Context (archaeology); White (mutation); Sociology; Land tenure; Property (philosophy); Political science; Law; Geography; Archaeology; Politics; Epistemology; Philosophy; Ecology; Agriculture","score_opus":0.037026498394021716,"score_gpt":0.2160308890258779,"score_spread":0.17900439063185616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998447860","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":[0.13113679,0.0020380872,0.32227218,0.045064956,0.00090638944,0.0001001397,0.000033558055,0.0009366974,0.4975112],"genre_scores_gemma":[0.9189954,0.00049715576,0.029312773,0.0029314952,0.000066197914,0.00007271001,0.00001513566,0.00041358746,0.047695518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.991488,0.0056742947,0.00018305356,0.00072771014,0.0011852898,0.0007417149],"domain_scores_gemma":[0.9884819,0.0048291036,0.0006043738,0.003733397,0.0015380785,0.0008131475],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01465426,0.0006801906,0.0003762245,0.00085762277,0.007757761,0.0077603967,0.0017799506,0.0023872557,0.008515327],"category_scores_gemma":[0.013976113,0.0005148452,0.0004042747,0.00047077143,0.047339585,0.008666001,0.0081193885,0.003232277,0.0010794438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053878925,0.000044570093,0.00077527255,0.00008868573,0.000013844367,0.00021300974,0.047793597,0.0019910343,0.0014349452,0.89877945,0.009715883,0.03909586],"study_design_scores_gemma":[0.000039247487,0.00013096139,0.00043877892,0.00034345672,0.000031995554,0.00031054765,0.016017362,0.004095443,0.0039928444,0.47079003,0.50376713,0.000042315412],"about_ca_topic_score_codex":0.0065277144,"about_ca_topic_score_gemma":0.012148273,"teacher_disagreement_score":0.9922422,"about_ca_system_score_codex":0.004949817,"about_ca_system_score_gemma":0.005321624,"threshold_uncertainty_score":0.077500105},"labels":[],"label_agreement":null},{"id":"W3001861474","doi":"10.4324/9781315680392-7","title":"Why architects should want to give up control and predictability","year":2017,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Predictability; Control (management); Computer science; Risk analysis (engineering); Business; Artificial intelligence; Mathematics","score_opus":0.01603302729991615,"score_gpt":0.23783167793475685,"score_spread":0.2217986506348407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001861474","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14606515,0.004633882,0.19907409,0.36028606,0.0030111563,0.000107620726,0.00012585618,0.0025279445,0.2841682],"genre_scores_gemma":[0.9518958,0.0005698295,0.016821004,0.016239822,0.00034127707,0.00006319771,0.00003682056,0.00057533995,0.013456815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9935328,0.0018769357,0.00021411179,0.0007604051,0.0023249986,0.0012908432],"domain_scores_gemma":[0.978766,0.007758922,0.0016253405,0.0045688017,0.0049563404,0.0023245888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007851527,0.00054383185,0.00045614215,0.0006813672,0.0035909023,0.006243969,0.0010721975,0.003997741,0.006599384],"category_scores_gemma":[0.025815552,0.0007911179,0.00041249915,0.0005272992,0.015023763,0.0121413125,0.0027687976,0.0058272206,0.0019299309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008798793,0.00006696603,0.003694284,0.00017149992,0.000060476155,0.0002410728,0.0051815985,0.0048444294,0.0021463388,0.91051674,0.04209386,0.030894814],"study_design_scores_gemma":[0.00005396206,0.00003297971,0.00178522,0.00011089086,0.000028931418,0.00016244563,0.002771911,0.0040745423,0.0015848983,0.89112854,0.09819905,0.000066785215],"about_ca_topic_score_codex":0.0064799874,"about_ca_topic_score_gemma":0.007550196,"teacher_disagreement_score":0.007851527,"about_ca_system_score_codex":0.0031735213,"about_ca_system_score_gemma":0.0049762195,"threshold_uncertainty_score":0.041523337},"labels":[],"label_agreement":null},{"id":"W3005328510","doi":"10.22215/etd/2017-11926","title":"Collectively Intelligent Material Systems: Compositing Digital Systems Within Architectural Smart Material Applications","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Smart material; Architecture; Field (mathematics); Process (computing); Systems engineering; Engineering; Architectural engineering; Compositing; Architectural pattern; Computer science; Facade; Software engineering; Artificial intelligence; Civil engineering; Nanotechnology; Software","score_opus":0.009189874753311112,"score_gpt":0.22301307764562178,"score_spread":0.21382320289231066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005328510","genre_codex":"methods","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":[0.14994153,0.0018426426,0.6160487,0.0011062658,0.00021295766,0.00020857624,0.000077355035,0.0013212361,0.2292408],"genre_scores_gemma":[0.72879666,0.0014468044,0.23787005,0.00015588799,0.000043424854,0.00014008561,0.00006763421,0.00019956108,0.031279795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981326,0.000048134287,0.000008402965,0.000035872265,0.00006582063,0.00002854613],"domain_scores_gemma":[0.9998281,0.000059109178,0.000015249996,0.000057751644,0.000020351321,0.000019313171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002933499,0.0004132846,0.00019632748,0.00038651322,0.00061248365,0.0022905925,0.00044355742,0.0005755797,0.0052094543],"category_scores_gemma":[0.00053892017,0.00023959157,0.0002997412,0.00033776346,0.0015900726,0.001968654,0.0015676774,0.00057336903,0.0010330274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007256878,0.000076605524,0.0010569087,0.00031926093,0.000024750234,0.000407266,0.0046386872,0.037721667,0.10365884,0.6697028,0.0030400981,0.17928047],"study_design_scores_gemma":[0.000046461733,0.0003257245,0.0019469061,0.00024292352,0.000059058002,0.0007596767,0.002841704,0.15115224,0.13706075,0.25777203,0.4477174,0.00007507764],"about_ca_topic_score_codex":0.00049246085,"about_ca_topic_score_gemma":0.000777891,"teacher_disagreement_score":0.0052094543,"about_ca_system_score_codex":0.00053632725,"about_ca_system_score_gemma":0.0004306821,"threshold_uncertainty_score":0.017427325},"labels":[],"label_agreement":null},{"id":"W3008056868","doi":"10.36041/iqjap.v2i1.291","title":"المؤشرات التكنولوجية لعلاقة الشكل بالمنشا في الفضاءات الداخلية المعاصرة","year":2018,"lang":"ar","type":"article","venue":"Iraqi Journal of Architecture and Planning","topic":"Architecture and Computational Design","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":"LightMachinery (Canada)","funders":"","keywords":"Computer science","score_opus":0.011978551810611417,"score_gpt":0.23893094595807088,"score_spread":0.22695239414745946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008056868","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":[0.008208448,0.004410008,0.0059912736,0.027525632,0.008900678,0.000520057,0.0020692474,0.0012632704,0.94111145],"genre_scores_gemma":[0.02886326,0.0054368204,0.0059794732,0.006334154,0.0011439456,0.000526212,0.0014580056,0.0013278634,0.94893026],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99546933,0.00075037935,0.0004129254,0.00045922163,0.0023120455,0.0005961132],"domain_scores_gemma":[0.9902283,0.0021516476,0.0005698475,0.0010577145,0.0044035055,0.0015890817],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037617506,0.0009671361,0.00066611514,0.0016929134,0.003301895,0.0108396765,0.0012184893,0.0038715512,0.47940814],"category_scores_gemma":[0.014076586,0.0008205758,0.0008092549,0.0018621731,0.00364371,0.004076436,0.004093595,0.0065158876,0.45975786],"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":[0.0007029629,0.00035903198,0.0030729584,0.001672461,0.000040470124,0.0012669779,0.0056675677,0.00028493154,0.015249069,0.061633866,0.6062796,0.3037701],"study_design_scores_gemma":[0.000016445967,0.000057663456,0.00204385,0.00033128707,0.00000914808,0.0003714029,0.0023179234,0.000044984943,0.0029334107,0.0031266536,0.9887205,0.00002673082],"about_ca_topic_score_codex":0.00446397,"about_ca_topic_score_gemma":0.005521334,"teacher_disagreement_score":0.47940814,"about_ca_system_score_codex":0.0037892393,"about_ca_system_score_gemma":0.008182348,"threshold_uncertainty_score":0.7425611},"labels":[],"label_agreement":null},{"id":"W3008394985","doi":"","title":"Birmingham Jewellery Quarter Gateway : Competition Design (Finalist)","year":2001,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Architecture and Computational Design","field":"Engineering","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); Competition (biology); Gateway (web page); History; Computer science; World Wide Web","score_opus":0.014903447096973471,"score_gpt":0.16887483032362716,"score_spread":0.15397138322665369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008394985","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":[0.006877413,0.00022528018,0.004308578,0.0022208046,0.0013149081,0.0008826281,0.0114529515,0.0041522686,0.9685652],"genre_scores_gemma":[0.010160597,0.000053772932,0.0020019456,0.00040159846,0.00006119535,0.00017954079,0.0034907558,0.000666694,0.9829838],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897695,0.0001239736,0.000022150156,0.00013282668,0.0004255946,0.00031856625],"domain_scores_gemma":[0.99790275,0.00013964844,0.00002936322,0.00014535841,0.00075492874,0.0010279279],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019110315,0.00051617855,0.0005221457,0.00094097614,0.0034908245,0.0062451726,0.0013364874,0.0018312852,0.72437865],"category_scores_gemma":[0.0018026463,0.0008217886,0.00040867296,0.001071321,0.0004642429,0.0013761229,0.0014430927,0.0018406116,0.33408162],"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":[0.0002668942,0.00014869568,0.00028094207,0.000030011684,0.000002386035,0.000032147764,0.00007999056,0.0002269229,0.00033174932,0.002536877,0.9734885,0.022574844],"study_design_scores_gemma":[0.00018240618,0.00017962483,0.001925772,0.000024011448,0.0000040388345,0.00002490997,0.0002622679,0.0007721925,0.00043072228,0.0011050871,0.9950658,0.000023029148],"about_ca_topic_score_codex":0.032164082,"about_ca_topic_score_gemma":0.13079645,"teacher_disagreement_score":0.72437865,"about_ca_system_score_codex":0.0030952692,"about_ca_system_score_gemma":0.0040737656,"threshold_uncertainty_score":0.39314038},"labels":[],"label_agreement":null},{"id":"W3019534593","doi":"","title":"The Tectonics of the Double Skin:: Green Building or Just more Hi-Tech Hi-Jinx? NORTH AMERICAN CASE STUDIES:","year":2002,"lang":"en","type":"article","venue":"ARCC Conference Repository","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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":"Facade; High rise; Vanguard; China; History; Engineering; Archaeology","score_opus":0.03802180407438474,"score_gpt":0.26309523698014725,"score_spread":0.2250734329057625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019534593","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":[0.59290636,0.0019390534,0.0010567,0.008024554,0.00009781283,0.00006523536,0.000114782,0.000017809372,0.39577773],"genre_scores_gemma":[0.9612681,0.0018016299,0.0007223798,0.0013870702,0.000026454365,0.00004823842,0.00005239168,0.0000125291745,0.03468119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992848,0.0002541797,0.000014674592,0.000040813095,0.00013802928,0.00026751883],"domain_scores_gemma":[0.99952054,0.00015531552,0.00007102378,0.00003669687,0.00008045516,0.00013605978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087647146,0.00031276845,0.00013959334,0.0008162343,0.009370348,0.0031097091,0.0010556686,0.0024050395,0.007243584],"category_scores_gemma":[0.0010578703,0.00026252551,0.00016510069,0.0018245678,0.005071017,0.0027893109,0.0025082175,0.0026272547,0.00050155947],"study_design_candidate":"observational","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":[0.00014794126,0.00042080446,0.037261695,0.00040739952,0.000017664483,0.027914954,0.3456794,0.001932421,0.0018669871,0.45689556,0.06721025,0.060244944],"study_design_scores_gemma":[0.000013696993,0.00007751384,0.03496737,0.0004371101,0.000014611315,0.004437483,0.40743065,0.00052869524,0.0007689288,0.005659056,0.5456283,0.000036588764],"about_ca_topic_score_codex":0.17232497,"about_ca_topic_score_gemma":0.42877215,"teacher_disagreement_score":0.82767504,"about_ca_system_score_codex":0.008530075,"about_ca_system_score_gemma":0.0029180648,"threshold_uncertainty_score":0.3426438},"labels":[],"label_agreement":null},{"id":"W3021373556","doi":"10.5040/9781350124288.ch-011","title":"The Disappearing Acts of The Morse Things: A Design Inquiry Into The Withdrawal Of Things","year":2020,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Morse code; Computer science; Aesthetics; Internet privacy; Art; Telecommunications","score_opus":0.011105986107735047,"score_gpt":0.20634892476112832,"score_spread":0.19524293865339326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021373556","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":[0.026830683,0.0039640684,0.07140095,0.030651238,0.0008341186,0.0001048929,0.000053932374,0.0002548065,0.8659053],"genre_scores_gemma":[0.6305201,0.004445563,0.043264322,0.0086341705,0.00017229446,0.0006232447,0.00013893185,0.00079367694,0.31140777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98951715,0.00826249,0.00014397332,0.0004451884,0.0012687384,0.00036231082],"domain_scores_gemma":[0.9945029,0.003815552,0.00016316804,0.00070239406,0.0004631958,0.00035284253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005944492,0.00064335536,0.00048801946,0.0010105044,0.008360197,0.0120412195,0.0022301609,0.002875879,0.010445678],"category_scores_gemma":[0.0064424104,0.00044493037,0.00051413383,0.0010856392,0.032591347,0.013952731,0.006468026,0.005131927,0.0015195255],"study_design_candidate":"qualitative","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":[0.000014861177,0.000018002445,0.00010250409,0.000086360174,0.0000035698065,0.00010067979,0.04813538,0.00019619722,0.00029439718,0.9333498,0.0060740244,0.011624268],"study_design_scores_gemma":[0.000020307769,0.000046882426,0.00014068572,0.0002718785,0.0000109681405,0.0003135749,0.04877173,0.0009105391,0.000745751,0.26852813,0.68021905,0.000020572581],"about_ca_topic_score_codex":0.0035922932,"about_ca_topic_score_gemma":0.0063248565,"teacher_disagreement_score":0.0120412195,"about_ca_system_score_codex":0.0056727934,"about_ca_system_score_gemma":0.003862738,"threshold_uncertainty_score":0.041159213},"labels":[],"label_agreement":null},{"id":"W3022120826","doi":"10.1016/b978-081551487-9.50017-7","title":"Roofing Materials","year":2002,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Architecture and Computational Design","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Roof; Durability; Asphalt; Environmental science; Natural rubber; Building material; Forensic engineering; Snow; Civil engineering; Engineering; Architectural engineering; Materials science; Composite material; Meteorology; Geography","score_opus":0.012056547613794414,"score_gpt":0.18939430857562004,"score_spread":0.17733776096182563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022120826","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":[0.0026389507,0.0053657424,0.020058744,0.00039672488,0.00090442994,0.000036841015,0.00043663068,0.0006442327,0.96951777],"genre_scores_gemma":[0.012107216,0.0030966133,0.009915685,0.00012009594,0.0001000997,0.000035953235,0.00047577525,0.00032521534,0.97382337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984,0.000010633839,0.000005390319,0.0000333726,0.00009219358,0.000018450728],"domain_scores_gemma":[0.9999256,0.000010625423,0.00000344041,0.00002270097,0.000028961946,0.000008667123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014723297,0.0009012307,0.0006445131,0.0014245205,0.0011737898,0.0019055298,0.0008054655,0.000984405,0.13322455],"category_scores_gemma":[0.00028946926,0.0005259123,0.00040373605,0.0013868548,0.0005091315,0.0014747236,0.0011849017,0.001212887,0.055379882],"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":[0.000030023299,0.000054535496,0.00019145304,0.00038518728,0.000008848022,0.00022981169,0.00024521496,0.0024099315,0.010814822,0.16242483,0.2144835,0.60872185],"study_design_scores_gemma":[0.0000035553685,0.000016038948,0.00031961096,0.000101595346,0.0000066857983,0.0003446874,0.00008650503,0.001117015,0.0036046978,0.014775963,0.9796157,0.000007939263],"about_ca_topic_score_codex":0.001347334,"about_ca_topic_score_gemma":0.003965241,"teacher_disagreement_score":0.13322455,"about_ca_system_score_codex":0.0005459464,"about_ca_system_score_gemma":0.0005262147,"threshold_uncertainty_score":0.4456805},"labels":[],"label_agreement":null},{"id":"W3034471422","doi":"","title":"Arhitektura med gradnjo in rušenjem identitete","year":2010,"lang":"sl","type":"article","venue":"Archivaria","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.004185598819194676,"score_gpt":0.20381276256873906,"score_spread":0.1996271637495444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034471422","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":[0.70016384,0.0066355127,0.03611253,0.018827492,0.0018695684,0.00019359296,0.00029787183,0.0012353758,0.23466417],"genre_scores_gemma":[0.9162093,0.0019240535,0.014888003,0.000938037,0.00014902733,0.000074446645,0.00017380991,0.00027536662,0.065368064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977381,0.00075919135,0.000113580274,0.00032565277,0.00055807416,0.00050541904],"domain_scores_gemma":[0.9986558,0.00031305867,0.00018187954,0.00026812844,0.00029398093,0.00028714293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025378403,0.0004702225,0.00047998712,0.0010469521,0.0028100917,0.00623652,0.0012701917,0.0018542071,0.019827751],"category_scores_gemma":[0.0054568932,0.0003943669,0.00043590183,0.0008779838,0.002277231,0.0024021112,0.005351519,0.002180271,0.004550462],"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":[0.0010086152,0.0012954742,0.042747058,0.00059441343,0.00009699179,0.0026675926,0.030528858,0.0060625514,0.0061510117,0.2571124,0.029279562,0.6224555],"study_design_scores_gemma":[0.00021224344,0.0019570086,0.049179636,0.0014727655,0.00023987064,0.0045640403,0.055607785,0.008337279,0.011705964,0.14600892,0.72052956,0.00018504189],"about_ca_topic_score_codex":0.0024284709,"about_ca_topic_score_gemma":0.00563763,"teacher_disagreement_score":0.019827751,"about_ca_system_score_codex":0.0021206238,"about_ca_system_score_gemma":0.0034779976,"threshold_uncertainty_score":0.06633043},"labels":[],"label_agreement":null},{"id":"W3035987598","doi":"10.19229/2464-9309/7152020","title":"Object-field. The multi-resolution study of topological optimization","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Architecture and Computational Design","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 Laval","funders":"","keywords":"Limit (mathematics); Computer science; Scale (ratio); Object (grammar); Field (mathematics); Process (computing); Key (lock); Resolution (logic); Macro; Theoretical computer science; Topology (electrical circuits); Artificial intelligence; Mathematics; Pure mathematics; Geography; Programming language","score_opus":0.25682607991084533,"score_gpt":0.5038890138221827,"score_spread":0.24706293391133732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035987598","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":[0.03159176,0.03806594,0.6960274,0.016607208,0.0010022013,0.00007708737,0.0002658634,0.0002481028,0.21611443],"genre_scores_gemma":[0.80444944,0.010113952,0.14693701,0.0014709989,0.0011820236,0.00019480108,0.0001461353,0.00020028384,0.035305336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99931514,0.00035182157,0.000017740498,0.000119246986,0.00014393717,0.000052180578],"domain_scores_gemma":[0.9991078,0.00047483953,0.00011374118,0.0001319042,0.0000945047,0.00007732021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382101,0.00064442435,0.0006359097,0.0014437339,0.0011896403,0.003057196,0.0007359907,0.0016953512,0.0039633997],"category_scores_gemma":[0.001913088,0.00032206907,0.00062604144,0.0010308479,0.0074637057,0.0048941015,0.0012411411,0.0023961402,0.00063424633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019114625,0.0000019875174,0.000026661377,0.00001730005,0.0000017009445,0.000009049364,0.000042973363,0.0008384128,0.000109818626,0.997063,0.00025074455,0.0016364496],"study_design_scores_gemma":[0.0000041452276,0.000008398472,0.00008473973,0.0000225317,0.0000027138908,0.000037935664,0.000034151788,0.005071418,0.00015065933,0.9813797,0.013198175,0.000005419348],"about_ca_topic_score_codex":0.0019198075,"about_ca_topic_score_gemma":0.0011656992,"teacher_disagreement_score":0.0039633997,"about_ca_system_score_codex":0.0024745362,"about_ca_system_score_gemma":0.0007000837,"threshold_uncertainty_score":0.017954051},"labels":[],"label_agreement":null},{"id":"W3037068878","doi":"10.22215/etd/2020-14019","title":"Weaving a stronger community","year":2020,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Politics; Institution; Public relations; Weaving; Sociology; Set (abstract data type); Media studies; Political science; Engineering; Social science; Law; Computer science","score_opus":0.024657956427771303,"score_gpt":0.1819537322178367,"score_spread":0.1572957757900654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037068878","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":[0.2757893,0.00095497683,0.4337477,0.01614621,0.00063175336,0.000570086,0.00015637334,0.0017096645,0.27029392],"genre_scores_gemma":[0.87247515,0.000267671,0.09350624,0.0008244977,0.00007761522,0.00019018732,0.000076522316,0.0003214318,0.032260727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973507,0.0012377446,0.00006841699,0.0005734394,0.0003850176,0.0003848236],"domain_scores_gemma":[0.99600947,0.00072391075,0.00023606868,0.0011017146,0.00042740972,0.0015014319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002701654,0.0006102019,0.00037648247,0.0010374493,0.0072722384,0.0057801036,0.0016261217,0.0015217462,0.021771405],"category_scores_gemma":[0.004767116,0.00051142677,0.00063141494,0.00060678663,0.009709196,0.012907974,0.018662943,0.0021290956,0.0022838362],"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":[0.00010523247,0.00018626655,0.004562439,0.00025543524,0.00004981603,0.00087542745,0.049783062,0.0042914874,0.00661039,0.83361113,0.01015564,0.08951374],"study_design_scores_gemma":[0.00008354424,0.00038033022,0.0025602072,0.00034750995,0.000091180635,0.0008403147,0.04126647,0.011679447,0.0026389668,0.34254235,0.5974677,0.000102004946],"about_ca_topic_score_codex":0.0046834718,"about_ca_topic_score_gemma":0.009324159,"teacher_disagreement_score":0.021771405,"about_ca_system_score_codex":0.0023510016,"about_ca_system_score_gemma":0.004266741,"threshold_uncertainty_score":0.072832584},"labels":[],"label_agreement":null},{"id":"W303759980","doi":"","title":"Details, technology, and form","year":2012,"lang":"en","type":"book","venue":"Princeton Architectural Press eBooks","topic":"Architecture and Computational 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; Architectural technology; Work (physics); Engineering; Architectural engineering; Engineering drawing; Visual arts; Mechanical engineering; Art","score_opus":0.014205797926415006,"score_gpt":0.2041254757986781,"score_spread":0.1899196778722631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W303759980","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":[0.00075885677,0.01226775,0.01024087,0.0017080563,0.0019029477,0.00003942401,0.00016661502,0.00022771227,0.97268784],"genre_scores_gemma":[0.015285546,0.009510047,0.00468432,0.00096429,0.0006984951,0.000056317785,0.0002301078,0.0003205155,0.96825033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999116,0.0001335312,0.00004734699,0.0001574041,0.00047890967,0.0000667876],"domain_scores_gemma":[0.99965084,0.00011259672,0.00001909676,0.000098619974,0.00009107132,0.00002784366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042241224,0.0008059354,0.0005011456,0.0013279502,0.0018078793,0.008415118,0.0006659225,0.0009127733,0.04633975],"category_scores_gemma":[0.0014820907,0.00055321533,0.00038503023,0.0018836815,0.0042442326,0.007107275,0.001990236,0.002781671,0.018112907],"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":[0.000019117104,0.000016628785,0.00013179849,0.0001739342,0.000004562231,0.000084891406,0.0012556125,0.00060728344,0.0006494561,0.7473046,0.14133775,0.10841432],"study_design_scores_gemma":[0.0000014681643,0.0000059166573,0.00009245073,0.00007032617,0.000001317561,0.000081506216,0.0001074088,0.00005661374,0.00008425855,0.024089571,0.97540516,0.0000039381275],"about_ca_topic_score_codex":0.0026679705,"about_ca_topic_score_gemma":0.0041872575,"teacher_disagreement_score":0.04633975,"about_ca_system_score_codex":0.0017141578,"about_ca_system_score_gemma":0.0013520747,"threshold_uncertainty_score":0.1550219},"labels":[],"label_agreement":null},{"id":"W3045446127","doi":"10.1007/978-3-319-70658-0_104-1","title":"Gilles Deleuze’s The Fold: Calculus and Curvilinear Design","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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 Victoria","funders":"","keywords":"Curvilinear coordinates; Fold (higher-order function); Calculus (dental); Mathematics; Computer science; Philosophy; Geometry; Medicine; Programming language; Orthodontics","score_opus":0.019677457561447037,"score_gpt":0.17923943676956028,"score_spread":0.15956197920811324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045446127","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":[0.0031415687,0.03531075,0.1509011,0.014834405,0.0030226165,0.000037865793,0.00017514979,0.0003389476,0.79223764],"genre_scores_gemma":[0.18549351,0.032109592,0.09432512,0.004582478,0.0021367278,0.0001437852,0.00022094476,0.00076893455,0.6802188],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969923,0.00010101587,0.00000949345,0.0000587221,0.000105182924,0.000026290014],"domain_scores_gemma":[0.9997136,0.00015749883,0.000010186724,0.000049759157,0.000052736486,0.00001620526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050577463,0.0007886431,0.00044038479,0.00084446976,0.0014058815,0.0031845127,0.00071611843,0.0016193636,0.014577729],"category_scores_gemma":[0.0017104361,0.00041830656,0.0004829422,0.00093950925,0.006586854,0.0041740937,0.001162168,0.0033874998,0.0046166247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017234654,0.0000019064436,0.0000113452315,0.00001205083,8.484792e-7,0.0000066333037,0.00010065481,0.0002721978,0.000046968158,0.984213,0.010147769,0.00518483],"study_design_scores_gemma":[0.0000027999042,0.0000031213394,0.000032056167,0.000034769906,0.0000017284686,0.0000531535,0.000047624682,0.000603109,0.00013995872,0.746814,0.25226036,0.000007339658],"about_ca_topic_score_codex":0.0052128606,"about_ca_topic_score_gemma":0.007813704,"teacher_disagreement_score":0.014577729,"about_ca_system_score_codex":0.002215362,"about_ca_system_score_gemma":0.0011242952,"threshold_uncertainty_score":0.04876733},"labels":[],"label_agreement":null},{"id":"W3047162910","doi":"10.1386/9781789381801","title":"Prototyping across the Disciplines","year":2021,"lang":"en","type":"book","venue":"Intellect eBooks","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"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":"Context (archaeology); Discipline; Set (abstract data type); Rapid prototyping; Architecture; Computer science; Work (physics); Engineering; Engineering ethics; Data science; Software engineering; Sociology; Geography; Social science","score_opus":0.013606374924935627,"score_gpt":0.23601454541695496,"score_spread":0.22240817049201933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047162910","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":[0.010377947,0.024293508,0.1605155,0.01754855,0.004938733,0.00040652946,0.00010703207,0.0012031856,0.78060895],"genre_scores_gemma":[0.30590364,0.04266485,0.2530752,0.011435558,0.002140318,0.0013397747,0.00047116284,0.0019278041,0.38104174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98256946,0.0064202794,0.0011280194,0.0023855085,0.0059306347,0.0015662535],"domain_scores_gemma":[0.9890588,0.0038880408,0.00037740465,0.0035129788,0.0016838483,0.0014790228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011063815,0.0012061018,0.00090624404,0.004849679,0.0059147207,0.019298283,0.0025906921,0.0052399547,0.026685176],"category_scores_gemma":[0.017214552,0.0012422571,0.0015372225,0.004611257,0.0127893565,0.0207682,0.01968652,0.0058467253,0.0072970763],"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":[0.0000480788,0.000057959274,0.0005833155,0.00074678723,0.00003178115,0.00050316093,0.019107537,0.0011127602,0.0012718936,0.6145135,0.023977915,0.3380452],"study_design_scores_gemma":[0.00001052681,0.000051341092,0.0004808227,0.00093407993,0.000016270862,0.0007679049,0.0074762036,0.00055162725,0.0008292887,0.12956141,0.8592926,0.00002794587],"about_ca_topic_score_codex":0.0018244765,"about_ca_topic_score_gemma":0.0021540136,"teacher_disagreement_score":0.026685176,"about_ca_system_score_codex":0.0051620468,"about_ca_system_score_gemma":0.0072863763,"threshold_uncertainty_score":0.08927083},"labels":[],"label_agreement":null},{"id":"W3049713972","doi":"10.5281/zenodo.4813169","title":"Vodhrán: collaborative design for evolving a physical model and interface into a proto-instrument","year":2020,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Interface (matter); Computer science; Human–computer interaction; Operating system","score_opus":0.026604322984765897,"score_gpt":0.2717242589920434,"score_spread":0.2451199360072775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049713972","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":[0.018656762,0.00009664266,0.96948326,0.00013691736,0.00008260823,0.00024194895,0.000049415867,0.002463959,0.008788517],"genre_scores_gemma":[0.17480892,0.00018362972,0.81227857,0.00009914823,0.000014038493,0.0006754365,0.00022480404,0.0014835786,0.010231817],"study_design_codex":"design_other","study_design_gemma":"design_other","domain_scores_codex":[0.9984737,0.000520816,0.00008941215,0.00029050518,0.00048667748,0.0001388368],"domain_scores_gemma":[0.9984875,0.00055058335,0.00008760423,0.00045545257,0.0002068166,0.00021201813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00339556,0.0008543688,0.00044792815,0.0005191574,0.00075650134,0.0024049229,0.002944485,0.0011433618,0.006834194],"category_scores_gemma":[0.004860938,0.00077185134,0.0009429043,0.00019995627,0.0016767469,0.0021113318,0.00508002,0.0012915517,0.0015558078],"study_design_candidate":"design_other","study_design_consensus":"design_other","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008077423,0.00078558765,0.006136652,0.0018103849,0.00026674554,0.001553992,0.015745094,0.18206245,0.22416958,0.16336054,0.013744789,0.38955656],"study_design_scores_gemma":[0.0003156116,0.0012181886,0.0020964872,0.00036766415,0.00016491642,0.0011560166,0.0026813508,0.4532976,0.06371468,0.042402007,0.43234965,0.00023581005],"about_ca_topic_score_codex":0.0008801763,"about_ca_topic_score_gemma":0.0016846538,"teacher_disagreement_score":0.006834194,"about_ca_system_score_codex":0.000706482,"about_ca_system_score_gemma":0.001274305,"threshold_uncertainty_score":0.022862613},"labels":[],"label_agreement":null},{"id":"W3080575972","doi":"","title":"Forum Piece on Design","year":2020,"lang":"en","type":"article","venue":"˜The œalbatross","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.019848438686231082,"score_gpt":0.20386733262573492,"score_spread":0.18401889393950382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080575972","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":[0.00056579115,0.007474643,0.005919251,0.051159516,0.1866228,0.00012185576,0.00066121924,0.00078958913,0.7466853],"genre_scores_gemma":[0.004217339,0.0015413525,0.0011229562,0.0074274275,0.016484205,0.00007888729,0.00029133528,0.00047054054,0.968366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974462,0.00049953285,0.00007137363,0.00031544606,0.0013449952,0.00032249207],"domain_scores_gemma":[0.99670887,0.0008792028,0.000073563795,0.00056340604,0.0010665151,0.0007084611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027307759,0.0014312725,0.00089091365,0.0029275713,0.0044044284,0.007774178,0.0017689764,0.005567092,0.2683417],"category_scores_gemma":[0.007118496,0.0005412839,0.0013508507,0.0014124372,0.0024309484,0.004250387,0.005116974,0.006637059,0.08559603],"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":[0.000019663186,0.000015821073,0.000012595785,0.0000357978,0.0000019722522,0.000021543454,0.00007412745,0.000069753274,0.0001492766,0.01611425,0.96563786,0.017847393],"study_design_scores_gemma":[0.000003081444,0.000007793358,0.000034506338,0.00004414552,8.797958e-7,0.000010355772,0.000040119165,0.000027669592,0.000039786308,0.0032423004,0.9965469,0.0000024998787],"about_ca_topic_score_codex":0.0044677565,"about_ca_topic_score_gemma":0.012038076,"teacher_disagreement_score":0.2683417,"about_ca_system_score_codex":0.003667979,"about_ca_system_score_gemma":0.002647879,"threshold_uncertainty_score":0.8976924},"labels":[],"label_agreement":null},{"id":"W3083378783","doi":"10.22215/etd/2014-10222","title":"Urban Prototyping. An Incremental Approach to Medium Density Infill: From Row House to Modified Stacked Courtyard","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Infill; Architectural engineering; Architecture; Low-rise; Unit (ring theory); Civil engineering; Geography; Single-family detached home; Perspective (graphical); Engineering; Regional science; Environmental planning; Archaeology; Visual arts; Art","score_opus":0.013366390504392561,"score_gpt":0.22526396864907633,"score_spread":0.21189757814468377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083378783","genre_codex":"methods","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":[0.060748156,0.000612719,0.80744356,0.00093841524,0.0001745191,0.0003221228,0.00030280757,0.0018240339,0.12763359],"genre_scores_gemma":[0.33885488,0.0004965135,0.6389345,0.00010013997,0.000021660442,0.00020398317,0.0002428871,0.0004314763,0.020713981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994454,0.00022798596,0.000020016447,0.00010613278,0.00014257204,0.000057854704],"domain_scores_gemma":[0.9991929,0.0003295555,0.000040771683,0.0002500288,0.00011496043,0.00007180584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007217829,0.0005886262,0.00032406245,0.00052548264,0.0010952876,0.0025710624,0.0019407442,0.00068075606,0.014850913],"category_scores_gemma":[0.0021316754,0.00059542264,0.00095613266,0.00050870125,0.0021166005,0.001812909,0.002947359,0.00081862527,0.0017901396],"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":[0.00016721546,0.00012724078,0.0044014985,0.00066237885,0.00003938313,0.00088899705,0.0078252675,0.14397341,0.015245367,0.5725367,0.012844992,0.24128762],"study_design_scores_gemma":[0.00007017162,0.00042005355,0.003365709,0.000340606,0.00010310645,0.0014559636,0.0066467454,0.34809172,0.015178131,0.21667382,0.40751547,0.00013855594],"about_ca_topic_score_codex":0.0054820194,"about_ca_topic_score_gemma":0.018647974,"teacher_disagreement_score":0.014850913,"about_ca_system_score_codex":0.00087964226,"about_ca_system_score_gemma":0.0010410408,"threshold_uncertainty_score":0.049681246},"labels":[],"label_agreement":null},{"id":"W3083963934","doi":"10.32393/csme.2020.1228","title":"Parametric Optimization of the Configuration and Operation of Transparent and Opaque Climate Responsive Building Facade Modules Using Component Scale Simulation","year":2020,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 3","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Facade; Opacity; Component (thermodynamics); Parametric statistics; Scale (ratio); Computer science; Architectural engineering; Engineering; Civil engineering; Optics; Mathematics; Geography; Physics","score_opus":0.017051243735307742,"score_gpt":0.23281972576654597,"score_spread":0.21576848203123822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083963934","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":[0.7298056,0.000449108,0.22220717,0.0003061262,0.00006311779,0.0002457604,0.00073324796,0.00070969976,0.045480244],"genre_scores_gemma":[0.9821284,0.00008335381,0.015048309,0.000015724918,0.0000027768335,0.00014088851,0.00013297092,0.000038675273,0.0024088605],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998368,0.0000333908,0.000004418707,0.000020904257,0.00004972553,0.00005481997],"domain_scores_gemma":[0.99962926,0.00022167823,0.00004345971,0.000026356352,0.0000565927,0.000022533424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041143468,0.00071247143,0.0005682427,0.00038055982,0.00037441173,0.0008509909,0.0005545634,0.0008053063,0.002977939],"category_scores_gemma":[0.0009836063,0.00036027664,0.0006796761,0.00037097835,0.00053311227,0.00028625742,0.0005275732,0.0004951431,0.00029769525],"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":[0.000021236221,0.000012721244,0.00039906916,0.000025550828,0.0000048381935,0.000022668037,0.000015446118,0.9963814,0.0010576408,0.00043458966,0.00010617433,0.0015186075],"study_design_scores_gemma":[0.0000073958263,0.000031146617,0.0003678766,0.000004243292,0.000005589215,0.000006253358,0.000021052098,0.99818355,0.000770579,0.00016704234,0.00043116114,0.0000040913105],"about_ca_topic_score_codex":0.0094150435,"about_ca_topic_score_gemma":0.008330983,"teacher_disagreement_score":0.0094150435,"about_ca_system_score_codex":0.0008250657,"about_ca_system_score_gemma":0.0011337126,"threshold_uncertainty_score":0.018720448},"labels":[],"label_agreement":null},{"id":"W3087243015","doi":"10.3968/11812","title":"Structural Analysis of Media Façade in Architecture","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Presentational and representational acting; Architecture; Meaning (existential); Facade; Aesthetics; The Symbolic; Sociology; Computer science; Epistemology; Linguistics; Architectural engineering; Art; Philosophy; Visual arts; Psychology; Engineering; Civil engineering; Psychoanalysis","score_opus":0.010669210504562529,"score_gpt":0.20689875224953108,"score_spread":0.19622954174496854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087243015","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":[0.32519966,0.00078741694,0.38164014,0.0013003176,0.00010978071,0.000119357595,0.0004698985,0.000433692,0.2899398],"genre_scores_gemma":[0.9646225,0.00020181814,0.02366038,0.000028714068,0.000026181959,0.000048773614,0.0001714297,0.00009108809,0.011149061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99966216,0.000083696876,0.000011971913,0.00006314429,0.00011242331,0.000066736095],"domain_scores_gemma":[0.9994437,0.00019952768,0.00007605265,0.000088747496,0.00014557553,0.00004635706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022923837,0.0003622023,0.00023657976,0.0022737072,0.0020785895,0.002183027,0.0006410971,0.00074188825,0.015751371],"category_scores_gemma":[0.0019269574,0.0004434046,0.0004931549,0.0015585122,0.0031372358,0.0020875302,0.0015360123,0.000799507,0.0011993736],"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":[0.000032687432,0.000017145643,0.002300323,0.00008226621,0.0000120926325,0.00015559405,0.0015621309,0.038733013,0.002840941,0.9373136,0.0007276732,0.016222514],"study_design_scores_gemma":[0.000019712936,0.000055584464,0.010153347,0.00011751318,0.00004254073,0.00029323,0.004173511,0.23551002,0.003411649,0.6947152,0.05146186,0.000045898072],"about_ca_topic_score_codex":0.010026535,"about_ca_topic_score_gemma":0.010373554,"teacher_disagreement_score":0.015751371,"about_ca_system_score_codex":0.0019320226,"about_ca_system_score_gemma":0.0010404151,"threshold_uncertainty_score":0.052693546},"labels":[],"label_agreement":null},{"id":"W3088300283","doi":"10.1080/10464883.2020.1790949","title":"Interview with Susan Stryker","year":2020,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Rendering (computer graphics); Art history; Art; Visual arts; Engineering; Operations research; Media studies; Computer science; Computer graphics (images); Sociology","score_opus":0.011421126058671812,"score_gpt":0.20539452950435344,"score_spread":0.19397340344568162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088300283","genre_codex":"commentary","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":[0.0048174052,0.010937096,0.0008951098,0.86231375,0.018603154,0.00010234243,0.0008814958,0.00031336947,0.101136364],"genre_scores_gemma":[0.03614664,0.006640242,0.0007196749,0.4945337,0.0028093746,0.00032148734,0.000322781,0.00034162315,0.45816448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992151,0.00028935284,0.000023957704,0.0000995438,0.00021458053,0.00015743411],"domain_scores_gemma":[0.99690384,0.00080005353,0.00010961591,0.00006047772,0.0011946888,0.00093133276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018995535,0.0005430135,0.0005177549,0.0007998903,0.006483261,0.002644066,0.00062873965,0.0029275084,0.10080029],"category_scores_gemma":[0.010504008,0.0004757033,0.00022521419,0.0007314581,0.0012896096,0.0036748338,0.002093122,0.0077129113,0.03382952],"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":[0.0000072223906,0.0000068692516,0.00012820907,0.000018337929,4.9718665e-7,0.00008666642,0.0018492582,0.000010085029,0.000030935505,0.00058265065,0.991867,0.005412262],"study_design_scores_gemma":[0.000003818954,0.0000076652395,0.0004857105,0.00008356638,0.0000010750313,0.00023816156,0.017214986,0.000021294647,0.000035406643,0.00047448126,0.9814222,0.000011735036],"about_ca_topic_score_codex":0.023083318,"about_ca_topic_score_gemma":0.053031165,"teacher_disagreement_score":0.10080029,"about_ca_system_score_codex":0.002405258,"about_ca_system_score_gemma":0.0032984023,"threshold_uncertainty_score":0.3372106},"labels":[],"label_agreement":null},{"id":"W3091787507","doi":"","title":"Interstices Issue 19: Presence CFP","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Architecture and Computational 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":"Chemistry","score_opus":0.13661085002244763,"score_gpt":0.5030576035546767,"score_spread":0.366446753532229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091787507","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":[0.00095548556,0.0020784237,0.0014061421,0.015982637,0.12852255,0.0006448175,0.0061740056,0.0032196953,0.84101635],"genre_scores_gemma":[0.005720335,0.0011196748,0.0005267797,0.00470526,0.017068485,0.00031735585,0.002850948,0.002541371,0.96514976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99424815,0.0006098091,0.00034210406,0.0006138843,0.0032361757,0.0009498927],"domain_scores_gemma":[0.98538685,0.002167185,0.00043807138,0.0015983853,0.0064052646,0.0040043597],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0039039855,0.0009678505,0.0011553923,0.0034592622,0.0045426176,0.01827448,0.0023158223,0.0055878367,0.7406404],"category_scores_gemma":[0.017189723,0.00065523625,0.0010619689,0.0024534003,0.0015268488,0.0075773667,0.0067523285,0.005184556,0.48182467],"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":[0.000040209135,0.000030932406,0.00007228643,0.00014528183,0.00000214374,0.000049359274,0.000055471995,0.000013429564,0.00012523647,0.0030095186,0.9804459,0.01601017],"study_design_scores_gemma":[0.000009486129,0.00001877668,0.00031364773,0.00010910927,0.0000011086469,0.00003626808,0.000055390417,0.000021295198,0.000090516456,0.00047153185,0.9988655,0.0000074114732],"about_ca_topic_score_codex":0.004059964,"about_ca_topic_score_gemma":0.0057270746,"teacher_disagreement_score":0.2593596,"about_ca_system_score_codex":0.0032905873,"about_ca_system_score_gemma":0.0040030414,"threshold_uncertainty_score":0.369945},"labels":[],"label_agreement":null},{"id":"W3093753263","doi":"","title":"Gizmos: Sun Screen","year":2006,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Astronomy; Physics","score_opus":0.0023418156949429536,"score_gpt":0.14387115858217886,"score_spread":0.1415293428872359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093753263","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":[0.0010918035,0.00036855208,0.008782051,0.00060844386,0.00058100774,0.00008005563,0.013614312,0.06633057,0.9085432],"genre_scores_gemma":[0.014789652,0.00046394905,0.006596193,0.00030175893,0.00027883187,0.000099689816,0.016315205,0.02396916,0.9371855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998016,0.000012899968,0.0000055174455,0.000049674865,0.00009454327,0.000035848112],"domain_scores_gemma":[0.9993542,0.000054763892,0.000024149129,0.00020007495,0.00015930795,0.00020751753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003399902,0.0010631817,0.0008325839,0.001813495,0.00089222536,0.0033651313,0.0019590212,0.0010831351,0.84552914],"category_scores_gemma":[0.0015166403,0.0005489366,0.00050424127,0.0016899246,0.00040170804,0.0021375634,0.0025388845,0.0011445333,0.6409656],"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":[0.00011076289,0.000022107433,0.00013426348,0.000098252975,0.000009180767,0.00004649178,0.000026448488,0.0001752954,0.0010232938,0.0045595807,0.9101426,0.08365175],"study_design_scores_gemma":[0.00004869988,0.000016524737,0.0005929158,0.00004795501,0.000009204411,0.00005880902,0.000029164039,0.00091715663,0.0013693995,0.0042456337,0.9926509,0.000013568902],"about_ca_topic_score_codex":0.0027778535,"about_ca_topic_score_gemma":0.0063118096,"teacher_disagreement_score":0.84552914,"about_ca_system_score_codex":0.00061896525,"about_ca_system_score_gemma":0.0007070077,"threshold_uncertainty_score":0.22033393},"labels":[],"label_agreement":null},{"id":"W3097874721","doi":"10.14288/1.0390475","title":"For the Forest, See the Trees : How Can Architecture Engage With the Issues Between the Logging Industry and the Landscape?","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture and Computational 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":"Logging; Forest industry; Architecture; Illegal logging; Landscape architecture; Forestry; Environmental resource management; Business; Geography; Engineering; Archaeology; Environmental science; Civil engineering","score_opus":0.008613033127169139,"score_gpt":0.1576335609319623,"score_spread":0.14902052780479316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097874721","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":[0.116963066,0.029447714,0.0049357917,0.41606098,0.001606258,0.000073503346,0.00022302511,0.00018367045,0.43050602],"genre_scores_gemma":[0.85793775,0.01844467,0.0041028494,0.023567205,0.00020572454,0.000044750588,0.00012236633,0.00012610649,0.09544848],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737275,0.000901305,0.000033961023,0.00017709672,0.00067498966,0.0008398291],"domain_scores_gemma":[0.9970318,0.0004777801,0.000111181515,0.00013122441,0.001018326,0.0012296912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024486214,0.00050504,0.00031507591,0.0012038293,0.025411077,0.015428499,0.0013808182,0.002445019,0.007840384],"category_scores_gemma":[0.0039370786,0.0003133929,0.00022355658,0.0017140589,0.024767088,0.005323376,0.003257863,0.004207517,0.0012018186],"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":[0.000060941606,0.00007038929,0.021447293,0.0004121819,0.00003114478,0.0009620805,0.31485748,0.00044223867,0.0014861816,0.17920682,0.25630745,0.2247158],"study_design_scores_gemma":[0.000006343539,0.000017658036,0.011389112,0.00044352963,0.00001770753,0.00018395095,0.2916398,0.0001455691,0.00019657648,0.018772261,0.6771472,0.000040321087],"about_ca_topic_score_codex":0.9047769,"about_ca_topic_score_gemma":0.97912896,"teacher_disagreement_score":0.9047769,"about_ca_system_score_codex":0.05171698,"about_ca_system_score_gemma":0.05126226,"threshold_uncertainty_score":0.37523472},"labels":[],"label_agreement":null},{"id":"W3100864295","doi":"10.29085/9781783304585.004","title":"Librarian, Illustrated: The Draw-and-Write Technique as a Visual Method for Libraries","year":2020,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Victoria","funders":"","keywords":"Reliability (semiconductor); Computer science; Process (computing); Sampling (signal processing); Validity; Data science; Information retrieval; Mathematics; Statistics; Programming language","score_opus":0.009048321142211787,"score_gpt":0.24638712435953936,"score_spread":0.23733880321732756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100864295","genre_codex":"methods","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":[0.0016022375,0.0028373278,0.5069728,0.017706806,0.004089759,0.0008095009,0.0041619795,0.06564864,0.396171],"genre_scores_gemma":[0.018173221,0.0024444435,0.44976237,0.0056969486,0.001309182,0.0014055604,0.002587863,0.04394084,0.47467947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964477,0.0017127268,0.00027409013,0.0002921129,0.0011303867,0.00014299828],"domain_scores_gemma":[0.9861043,0.006621012,0.0003317133,0.0028142426,0.0031742633,0.0009544701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061625284,0.0013467054,0.0006717617,0.005170649,0.0030352972,0.008125673,0.0020130638,0.0019466719,0.28929403],"category_scores_gemma":[0.025741993,0.0011201489,0.00072539557,0.0059410525,0.0033349362,0.013088986,0.0056021176,0.002877527,0.20454581],"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":[0.00008444365,0.000050939616,0.00024940734,0.00035218362,0.000014954113,0.0001540598,0.0022045025,0.0001636293,0.001181075,0.024201058,0.733539,0.23780484],"study_design_scores_gemma":[0.000016909671,0.00001493922,0.00019722301,0.00013983231,0.0000071688664,0.00019825528,0.00070910115,0.00043879548,0.0006109157,0.010234986,0.98740214,0.00002974469],"about_ca_topic_score_codex":0.0033198236,"about_ca_topic_score_gemma":0.009119331,"teacher_disagreement_score":0.28929403,"about_ca_system_score_codex":0.0011593146,"about_ca_system_score_gemma":0.0026653975,"threshold_uncertainty_score":0.96778494},"labels":[],"label_agreement":null},{"id":"W3103703588","doi":"10.52842/conf.acadia.2016.072","title":"What Bricks Want: Machine Learning and Iterative Ruin","year":2016,"lang":"en","type":"article","venue":"ACADIA quarterly","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tower; Artifact (error); Brick; Computer science; Capital (architecture); Artificial intelligence; Architectural engineering; Industrial engineering; Engineering; Archaeology; Civil engineering; History","score_opus":0.004591038986663952,"score_gpt":0.19755096940900008,"score_spread":0.1929599304223361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103703588","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":[0.293218,0.0026938468,0.6559156,0.017492022,0.00012901738,0.00012149897,0.0001029639,0.0006344828,0.029692484],"genre_scores_gemma":[0.92665243,0.00037931916,0.06895481,0.0005016539,0.00006613472,0.0000789748,0.00007394795,0.00007397052,0.0032187211],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979832,0.0011241238,0.00006768584,0.0002787025,0.00031211236,0.00023418084],"domain_scores_gemma":[0.9853247,0.012254722,0.0006709001,0.0006713405,0.0007977423,0.00028056407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044913064,0.0005391141,0.0006488013,0.00079050486,0.0009679501,0.002223099,0.0014124473,0.0016894186,0.0023636264],"category_scores_gemma":[0.029093653,0.00037737176,0.0005138837,0.0007263487,0.004704343,0.004276188,0.0015594497,0.0025013848,0.00028955785],"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":[0.00023780821,0.00031436238,0.029190129,0.00028869245,0.00015031948,0.0003890951,0.0025967234,0.47854137,0.0012415133,0.25033095,0.0084245,0.22829449],"study_design_scores_gemma":[0.000016574912,0.000040283583,0.0013015915,0.000050392628,0.000013788039,0.00004797139,0.00032910128,0.69602615,0.0006098,0.2993832,0.0021629476,0.000018234177],"about_ca_topic_score_codex":0.0034321835,"about_ca_topic_score_gemma":0.004140972,"teacher_disagreement_score":0.0044913064,"about_ca_system_score_codex":0.0016659667,"about_ca_system_score_gemma":0.0010493362,"threshold_uncertainty_score":0.02375257},"labels":[],"label_agreement":null},{"id":"W3106618691","doi":"10.22215/etd/2018-12841","title":"Drawing on Context: Proposing a Hybrid Design Process for Textured Concrete","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Representation (politics); Process (computing); Context (archaeology); Computer science; Architecture; Architectural engineering; Architectural design; Order (exchange); Engineering; Engineering drawing; Visual arts; Art; Geography; Programming language","score_opus":0.017699449006959234,"score_gpt":0.2642360756898552,"score_spread":0.24653662668289594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106618691","genre_codex":"methods","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":[0.05220889,0.00037321687,0.8649219,0.0023137855,0.00010471523,0.00047023655,0.000036474255,0.0003599125,0.07921082],"genre_scores_gemma":[0.4881696,0.0002995981,0.49735126,0.0002573376,0.000022132086,0.0004960809,0.000070264156,0.00020352965,0.013130209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9938769,0.004172009,0.00015743038,0.0007219417,0.00073784054,0.0003338756],"domain_scores_gemma":[0.99558276,0.0027113399,0.00020827359,0.0009468164,0.0003075672,0.00024316326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059109735,0.000968182,0.0003958881,0.0016933646,0.0037147985,0.008769939,0.0025920444,0.0028272509,0.008502355],"category_scores_gemma":[0.009791432,0.0008782265,0.0012498933,0.0012368578,0.013084368,0.010532822,0.008540332,0.0025060878,0.001102857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051942916,0.000070233335,0.0010669858,0.0002081882,0.000019881234,0.00075996097,0.09335341,0.0072106943,0.0035844583,0.84547454,0.0010029931,0.047196764],"study_design_scores_gemma":[0.00009889085,0.00019187464,0.00084400777,0.0006178716,0.000082190134,0.0009819893,0.05390153,0.04341302,0.0063313693,0.65656006,0.23688366,0.000093559334],"about_ca_topic_score_codex":0.0020323957,"about_ca_topic_score_gemma":0.0041061956,"teacher_disagreement_score":0.008769939,"about_ca_system_score_codex":0.0024617843,"about_ca_system_score_gemma":0.0024322555,"threshold_uncertainty_score":0.03126061},"labels":[],"label_agreement":null},{"id":"W3109099366","doi":"10.1007/978-3-030-61916-9_2","title":"Procedural and Substantive Theories","year":2020,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in architectural design and technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Epistemology; Psychology; Philosophy","score_opus":0.007992398918955862,"score_gpt":0.18556984965596443,"score_spread":0.17757745073700856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109099366","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024142065,0.0058276835,0.03307188,0.012340254,0.00063731556,0.00003368293,0.0001536806,0.000092031725,0.9454292],"genre_scores_gemma":[0.3264394,0.007981074,0.016082149,0.004862661,0.0023885749,0.00035399827,0.0005198991,0.00047219175,0.6409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984315,0.0007395978,0.000049627048,0.00025132898,0.0003997429,0.00012816665],"domain_scores_gemma":[0.99813277,0.0010791599,0.000074399206,0.00044452818,0.00019769077,0.00007151293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020940516,0.00073986687,0.000623026,0.0017696737,0.0028225067,0.008677262,0.0014612197,0.0030055414,0.03463602],"category_scores_gemma":[0.0048325504,0.0005399598,0.00053794356,0.0019529911,0.021011524,0.011150763,0.0025337527,0.0050567775,0.0068007903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.1954474e-7,0.000002294444,0.000008211408,0.00000490218,5.8743325e-7,0.000002633831,0.00016961464,0.00003180288,0.0000065925483,0.99548185,0.0028537014,0.0014371963],"study_design_scores_gemma":[0.0000018570823,0.0000015471791,0.000027720986,0.00001969773,0.0000013775154,0.000009444713,0.00016343992,0.000101610276,0.000021178057,0.9519768,0.04767388,0.0000015311675],"about_ca_topic_score_codex":0.0035564122,"about_ca_topic_score_gemma":0.0043604732,"teacher_disagreement_score":0.03463602,"about_ca_system_score_codex":0.003718556,"about_ca_system_score_gemma":0.0026361598,"threshold_uncertainty_score":0.115869045},"labels":[],"label_agreement":null},{"id":"W3111901970","doi":"","title":"Wood architecture research and fabrication centres","year":2019,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Architecture and Computational 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; Fabrication; Engineering; Computer architecture; Manufacturing engineering; Architectural engineering; Computer science; Geography; Medicine; Archaeology","score_opus":0.01017212630624772,"score_gpt":0.21409460788420764,"score_spread":0.20392248157795992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111901970","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":[0.0364439,0.008704883,0.040560298,0.007017263,0.0010601582,0.00042785786,0.0007654345,0.001123581,0.9038967],"genre_scores_gemma":[0.12425043,0.005531108,0.046141583,0.0006281781,0.00029150685,0.0002049845,0.00086429954,0.00038484868,0.8217031],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721175,0.0004209318,0.00007376225,0.00061589916,0.0011098889,0.0005679085],"domain_scores_gemma":[0.9976185,0.0002911871,0.00014277417,0.00038580399,0.0006724358,0.000889226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028939245,0.00069970853,0.0003755902,0.0015745388,0.005466671,0.005141408,0.0018785758,0.0014298523,0.070229895],"category_scores_gemma":[0.0019278354,0.0005449028,0.0006752592,0.0018669813,0.002062355,0.002667727,0.003365533,0.0015035077,0.017367883],"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":[0.00019966452,0.00028919935,0.0027121361,0.00052741356,0.0000144407495,0.00036187086,0.0060319,0.0039101923,0.013438472,0.4789174,0.124769874,0.3688274],"study_design_scores_gemma":[0.000007391068,0.0000509091,0.0012414162,0.00006864917,0.0000028345762,0.000058509857,0.00062644295,0.00039965607,0.0034554843,0.003073159,0.9910025,0.000013089684],"about_ca_topic_score_codex":0.029656759,"about_ca_topic_score_gemma":0.10889005,"teacher_disagreement_score":0.070229895,"about_ca_system_score_codex":0.0110894395,"about_ca_system_score_gemma":0.015283094,"threshold_uncertainty_score":0.23494238},"labels":[],"label_agreement":null},{"id":"W3112699259","doi":"","title":"Gizmos: Rings and Things","year":2007,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.0021034948656189567,"score_gpt":0.14821840128472016,"score_spread":0.14611490641910121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112699259","genre_codex":"methods","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":[0.043361913,0.009600285,0.5100848,0.01225646,0.0028056733,0.00013435392,0.0013105184,0.007435986,0.41300997],"genre_scores_gemma":[0.67507535,0.006727744,0.15664656,0.0018347095,0.0012163098,0.00029298605,0.0012281676,0.0018720741,0.15510608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957365,0.000125906,0.00001982031,0.000087348875,0.00012665363,0.00006667719],"domain_scores_gemma":[0.9995431,0.0001433018,0.00004150209,0.0001299759,0.000066808316,0.00007539263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005005842,0.00045920303,0.00039493723,0.0008092776,0.0014558225,0.0040350985,0.00088172755,0.0008670019,0.03103164],"category_scores_gemma":[0.002087852,0.000370073,0.0004500141,0.0009500952,0.0030594103,0.004964508,0.002526972,0.0017186907,0.004411441],"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":[0.000025011748,0.000003120435,0.0000903228,0.000044082706,0.0000035469332,0.000029172868,0.00019556574,0.0010359966,0.00029222143,0.9722363,0.01006608,0.015978571],"study_design_scores_gemma":[0.000013221315,0.000011596252,0.00010997466,0.00004888369,0.000009029448,0.000102431724,0.00019662606,0.0034921025,0.00064334914,0.74646366,0.24889727,0.000011920668],"about_ca_topic_score_codex":0.0016314377,"about_ca_topic_score_gemma":0.0021475,"teacher_disagreement_score":0.03103164,"about_ca_system_score_codex":0.00088509114,"about_ca_system_score_gemma":0.00071750203,"threshold_uncertainty_score":0.103811145},"labels":[],"label_agreement":null},{"id":"W3114225185","doi":"10.1145/3247459","title":"Session details: Urban screens","year":2014,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Session (web analytics); Computer science; Multimedia; World Wide Web","score_opus":0.006685479589445459,"score_gpt":0.18919334680299899,"score_spread":0.18250786721355353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114225185","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":[0.0014973916,0.0006530026,0.0020532175,0.003752952,0.0074051125,0.00038703298,0.013622022,0.004196638,0.96643263],"genre_scores_gemma":[0.010567302,0.00046281275,0.00067980465,0.0007340945,0.0008074216,0.0002129699,0.0048154593,0.0014084677,0.98031175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999642,0.000067353096,0.000012062864,0.000081880695,0.00009468047,0.00010196886],"domain_scores_gemma":[0.9987645,0.00022308719,0.000024634612,0.00020071615,0.00029584847,0.000491191],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007208271,0.0011044571,0.0011991451,0.0005431064,0.0025311739,0.0036885801,0.0012070736,0.002742139,0.9346074],"category_scores_gemma":[0.0021896085,0.0003966115,0.0009569757,0.00068042334,0.00036328362,0.0017977408,0.0029298323,0.0018429761,0.7851244],"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":[0.00016937034,0.000047202255,0.000079550904,0.00008135574,0.000004455242,0.00003837311,0.000035456986,0.000042439286,0.00032360814,0.00080067327,0.9837083,0.014669291],"study_design_scores_gemma":[0.00006059423,0.000050089242,0.00060991663,0.00006322479,0.000007340126,0.00004423489,0.00010296167,0.00013663822,0.00033265198,0.00071141287,0.99787045,0.00001042917],"about_ca_topic_score_codex":0.002427624,"about_ca_topic_score_gemma":0.008257962,"teacher_disagreement_score":0.06539261,"about_ca_system_score_codex":0.00070702826,"about_ca_system_score_gemma":0.0009362409,"threshold_uncertainty_score":0.093274534},"labels":[],"label_agreement":null},{"id":"W3118800493","doi":"10.11606/d.55.2018.tde-04072018-141043","title":"MODELAGEM POR SEMI-ESPAÇOS DEFINIDOS IMPLICITAMENTE","year":2018,"lang":"pt","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Adidas (Canada)","funders":"","keywords":"Political science","score_opus":0.012150940020355697,"score_gpt":0.24001746979672423,"score_spread":0.22786652977636854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118800493","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":[0.008520005,0.00083628984,0.97953963,0.00021823664,0.00011537755,0.000035257195,0.00016200039,0.00026558345,0.010307669],"genre_scores_gemma":[0.21687897,0.0053754626,0.73880845,0.00026147108,0.00015795627,0.00036579682,0.0010152295,0.00046240984,0.03667418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870086,0.00028950273,0.00013129925,0.0002911499,0.00049710454,0.00009006836],"domain_scores_gemma":[0.9986713,0.0005754902,0.00009866023,0.00038032394,0.00024590967,0.000028203514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009785201,0.0009372807,0.0009354941,0.0008559537,0.0009943609,0.0036732538,0.0015846669,0.0018530126,0.0067261653],"category_scores_gemma":[0.00297458,0.00081283704,0.0028904893,0.001302759,0.0022212353,0.0047174552,0.003279203,0.0019628904,0.0017008173],"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":[0.000048116406,0.000035282334,0.0005091291,0.0006738448,0.00006180862,0.00041056512,0.0013575002,0.11523839,0.018759454,0.79782444,0.0016946913,0.06338677],"study_design_scores_gemma":[0.00003338071,0.0001062403,0.000539381,0.00039116084,0.00009547546,0.0007878025,0.00065375486,0.44047886,0.024752501,0.39415598,0.13791321,0.00009225257],"about_ca_topic_score_codex":0.0030915372,"about_ca_topic_score_gemma":0.0028305184,"teacher_disagreement_score":0.0067261653,"about_ca_system_score_codex":0.0012123949,"about_ca_system_score_gemma":0.0012519796,"threshold_uncertainty_score":0.02250129},"labels":[],"label_agreement":null},{"id":"W3120234463","doi":"10.1108/ohi-03-2013-b0003","title":"Mass-Customized Net Energy-Positive Housing For the Great Lakes Region","year":2013,"lang":"en","type":"article","venue":"Open House International","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Architectural engineering; Sustainability; Civil engineering; Energy system; Range (aeronautics); Engineering; Computer science; Renewable energy; Ecology","score_opus":0.01529968123967546,"score_gpt":0.23272589509812497,"score_spread":0.2174262138584495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120234463","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":[0.7880789,0.00018465893,0.13622482,0.0009287165,0.00004783008,0.00012142332,0.00022815996,0.0004794601,0.07370607],"genre_scores_gemma":[0.9700445,0.00008863609,0.020676283,0.000022944836,0.0000057631814,0.00006533184,0.00006910784,0.00003155944,0.008995823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990904,0.000030150677,0.0000020353114,0.00001551509,0.000028464643,0.000014750906],"domain_scores_gemma":[0.99994695,0.000011665075,0.000008476307,0.000009473685,0.0000106479665,0.000012807572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014813126,0.00021984855,0.00013249174,0.00011905127,0.0006616486,0.000719377,0.00042670057,0.00031233134,0.0041861283],"category_scores_gemma":[0.00024336114,0.00013272009,0.0001841382,0.00011304019,0.0006870895,0.0006770665,0.0009102863,0.00019862707,0.00039115423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046062988,0.00012328752,0.019456947,0.00020447775,0.000050144015,0.0019159107,0.0021966223,0.5313932,0.05177204,0.30752963,0.008552156,0.076345],"study_design_scores_gemma":[0.00013812368,0.00081414514,0.023115447,0.000054930228,0.000060667662,0.0007868605,0.0038392744,0.7898624,0.017440379,0.05762281,0.10616597,0.000098992525],"about_ca_topic_score_codex":0.0119666215,"about_ca_topic_score_gemma":0.038789272,"teacher_disagreement_score":0.98803335,"about_ca_system_score_codex":0.00085651904,"about_ca_system_score_gemma":0.0007553102,"threshold_uncertainty_score":0.023793936},"labels":[],"label_agreement":null},{"id":"W3122177972","doi":"10.22215/etd/2013-07091","title":"Capital architecture : situating symbolism parallel to architecture and technology","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Architecture; Humanities; Art; Art history; Visual arts","score_opus":0.0031202025760227797,"score_gpt":0.19478523785974827,"score_spread":0.1916650352837255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122177972","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":[0.09068211,0.0015945547,0.29339668,0.009706794,0.0003256127,0.000060731745,0.000110605,0.00035167698,0.6037712],"genre_scores_gemma":[0.9129631,0.0007601294,0.055766422,0.00030563006,0.00008182732,0.000048295755,0.000079995385,0.00021530027,0.029779308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99900264,0.00046304773,0.000037627262,0.00018105804,0.00017184706,0.00014376776],"domain_scores_gemma":[0.9979134,0.0008277762,0.0001748415,0.0007558993,0.0001798419,0.00014816715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013439775,0.00034476756,0.00024167434,0.0016131626,0.0022461826,0.008608021,0.0009310937,0.0011324643,0.008376623],"category_scores_gemma":[0.0042831614,0.00028199883,0.00033517784,0.0017799591,0.017220756,0.010499504,0.0038893044,0.0020587828,0.00089153234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001240681,0.000005802834,0.00035662542,0.000017378454,0.0000028754343,0.000038048784,0.004059993,0.00038935733,0.00030751008,0.98281085,0.0006098373,0.011389208],"study_design_scores_gemma":[0.000010940223,0.000025810605,0.0012884577,0.00009321805,0.000014561647,0.00015713925,0.0045050443,0.0045296624,0.0016930456,0.8858799,0.10178321,0.000019149194],"about_ca_topic_score_codex":0.0071825753,"about_ca_topic_score_gemma":0.012137944,"teacher_disagreement_score":0.008608021,"about_ca_system_score_codex":0.0039910497,"about_ca_system_score_gemma":0.0037526619,"threshold_uncertainty_score":0.028957248},"labels":[],"label_agreement":null},{"id":"W3126680905","doi":"10.15394/ijaaa.2021.1518","title":"Folding Methodology for Flexible Aircraft Interiors","year":2021,"lang":"en","type":"article","venue":"International Journal of Aviation Aeronautics and Aerospace","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Folding (DSP implementation); Control reconfiguration; Process (computing); Computer science; Space (punctuation); Architectural engineering; Systems engineering; Engineering; Mechanical engineering; Embedded system","score_opus":0.029213437251008965,"score_gpt":0.2891707265246634,"score_spread":0.25995728927365447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126680905","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":[0.003366262,0.00007063956,0.9937789,0.000017995204,0.000020891572,0.000021123948,0.000017296677,0.00011620909,0.0025907422],"genre_scores_gemma":[0.16026314,0.00037351335,0.8307394,0.00006973544,0.000033002132,0.000108862754,0.00017250341,0.0002850071,0.007954872],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997236,0.00006124267,0.000019416671,0.00005950387,0.00010566608,0.000030542225],"domain_scores_gemma":[0.99974066,0.00006323542,0.000026750447,0.00006424337,0.00008728269,0.000017942093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000476083,0.0006250145,0.00047177298,0.0006848286,0.00044057876,0.0006898597,0.00078097783,0.00056803453,0.0052637276],"category_scores_gemma":[0.0007891772,0.000338265,0.0010859501,0.00047162664,0.0007521069,0.00073162676,0.0011113345,0.0008184848,0.0013720426],"study_design_candidate":"bench_or_experimental","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":[0.00007265077,0.00005734546,0.00073788065,0.0003355121,0.00003352647,0.0004024571,0.00035433352,0.4313194,0.06149401,0.2242706,0.0023449261,0.2785774],"study_design_scores_gemma":[0.000019308183,0.00017087393,0.00041889414,0.000080235994,0.000025552807,0.00049977767,0.00012560403,0.8072762,0.019051671,0.13747604,0.034823336,0.0000324566],"about_ca_topic_score_codex":0.0006082571,"about_ca_topic_score_gemma":0.0006281817,"teacher_disagreement_score":0.0052637276,"about_ca_system_score_codex":0.00043145524,"about_ca_system_score_gemma":0.00034886174,"threshold_uncertainty_score":0.017608881},"labels":[],"label_agreement":null},{"id":"W3129005665","doi":"10.1504/ijde.2021.10035556","title":"Coherence of interior and exterior formal qualities in parametrically designed buildings","year":2021,"lang":"en","type":"article","venue":"International Journal of Design Engineering","topic":"Architecture and Computational Design","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":false,"ca_institutions":"Concordia University","funders":"","keywords":"Architectural engineering; Parametric statistics; Space (punctuation); Architecture; Coherence (philosophical gambling strategy); Envelope (radar); Parametric design; Computer science; Set (abstract data type); Interior design; Quality (philosophy); Engineering; Mathematics; Visual arts; Telecommunications; Physics","score_opus":0.01242276671917429,"score_gpt":0.23237227538034722,"score_spread":0.21994950866117294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129005665","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":[0.75979143,0.00026274333,0.22607026,0.00018720557,0.000018487013,0.000027634293,0.00010721541,0.00009527465,0.0134398],"genre_scores_gemma":[0.99256027,0.000036191894,0.0066716243,0.000008354222,0.000007711264,0.000009612679,0.00005111528,0.000027111311,0.0006281104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99891686,0.00039500705,0.00008003871,0.0001966645,0.0002602158,0.00015131096],"domain_scores_gemma":[0.99481875,0.0024955128,0.0009133109,0.00061453955,0.00082434865,0.00033361884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010624161,0.00019929577,0.00041186696,0.001290397,0.0006218618,0.0029120813,0.0005034467,0.00045812875,0.0021509912],"category_scores_gemma":[0.008316313,0.0004987764,0.000404356,0.000758215,0.0033946342,0.0034797268,0.0016780811,0.00069903565,0.00014909686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020632824,0.000049264327,0.008750597,0.00009456825,0.000023626239,0.00017027269,0.0035728319,0.05191254,0.005775245,0.90799904,0.00036619377,0.021079624],"study_design_scores_gemma":[0.00005085866,0.000197424,0.011080664,0.000052896394,0.000033272183,0.00019429911,0.002309218,0.18371056,0.00183063,0.7969064,0.0035765287,0.000057263573],"about_ca_topic_score_codex":0.0020679887,"about_ca_topic_score_gemma":0.002296429,"teacher_disagreement_score":0.0029120813,"about_ca_system_score_codex":0.0007589911,"about_ca_system_score_gemma":0.00038126772,"threshold_uncertainty_score":0.0071957707},"labels":[],"label_agreement":null},{"id":"W3129148592","doi":"10.7492/ijaec.2015.023","title":"Initiatives in Climate Responsive and Energy Efficient Architecture","year":2015,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Efficient energy use; Computer science; Environmental science; Environmental resource management; Computer architecture; Architectural engineering; Geography; Engineering; Electrical engineering","score_opus":0.0043443462467801786,"score_gpt":0.19655925424895496,"score_spread":0.19221490800217478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129148592","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15335183,0.0045069535,0.051188465,0.114800744,0.0030181853,0.0003097213,0.00008574787,0.000553769,0.6721846],"genre_scores_gemma":[0.9146682,0.0017284206,0.027555171,0.00905104,0.00031287892,0.00014054989,0.00011127831,0.00015039537,0.046282005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957247,0.0015337168,0.00010416152,0.0003790333,0.0012235544,0.001034853],"domain_scores_gemma":[0.9953975,0.00060785154,0.00037088274,0.0005629353,0.0011150307,0.0019457724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008326706,0.0005169462,0.00021568849,0.0011356971,0.0038515602,0.004667545,0.0018735913,0.003494567,0.0078936685],"category_scores_gemma":[0.006962833,0.00019907928,0.0003833769,0.0012310141,0.0049679955,0.0034758877,0.00821209,0.004622832,0.00052761444],"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":[0.00001685801,0.00019986792,0.0012260681,0.00009484563,0.000016786364,0.00010500617,0.0027928157,0.0011615328,0.0018171422,0.95449793,0.009856142,0.028214915],"study_design_scores_gemma":[0.000046503395,0.00017412227,0.006742715,0.00028271446,0.000025041882,0.00015570025,0.0067387205,0.0022875306,0.0030207532,0.25215852,0.7283356,0.000031997304],"about_ca_topic_score_codex":0.00819269,"about_ca_topic_score_gemma":0.018316489,"teacher_disagreement_score":0.008326706,"about_ca_system_score_codex":0.005628429,"about_ca_system_score_gemma":0.02308791,"threshold_uncertainty_score":0.04403639},"labels":[],"label_agreement":null},{"id":"W3129669023","doi":"10.1111/cgf.14330","title":"Data to Physicalization: A Survey of the Physical Rendering Process","year":2021,"lang":"en","type":"preprint","venue":"Computer Graphics Forum","topic":"Architecture and Computational Design","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":"Simon Fraser University; University of Calgary","funders":"","keywords":"Rendering (computer graphics); Computer science; Scope (computer science); Process (computing); Data science; Human–computer interaction; Computer graphics (images)","score_opus":0.056162199655035584,"score_gpt":0.28415470520082103,"score_spread":0.22799250554578546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129669023","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":[0.05617531,0.52438086,0.1783532,0.016189694,0.0015628677,0.00023399615,0.0005128352,0.0010172252,0.22157398],"genre_scores_gemma":[0.33018553,0.5390575,0.09858288,0.0039963378,0.0016473124,0.00038648062,0.0008772768,0.0012092221,0.024057534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99305046,0.0034747606,0.00048094173,0.0006473562,0.001966448,0.000380047],"domain_scores_gemma":[0.97848433,0.016853536,0.0006126185,0.0015068013,0.002209123,0.0003335291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072001964,0.0010890223,0.0008820422,0.010768372,0.002595939,0.010838746,0.0015398778,0.0023094083,0.009324057],"category_scores_gemma":[0.020445446,0.0008723659,0.0008497236,0.012717241,0.009208065,0.014891897,0.0038068392,0.0031601547,0.0015506565],"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":[0.000076026125,0.000120820645,0.002465671,0.0031564303,0.00002299433,0.00021010452,0.018271502,0.0019100694,0.0011221465,0.52310985,0.012520486,0.43701395],"study_design_scores_gemma":[0.000012919722,0.00009498189,0.002642866,0.0054955217,0.000026826026,0.0007245,0.012382919,0.002636795,0.0033042205,0.12570766,0.8469041,0.00006668543],"about_ca_topic_score_codex":0.0036874886,"about_ca_topic_score_gemma":0.002505555,"teacher_disagreement_score":0.010838746,"about_ca_system_score_codex":0.0033747966,"about_ca_system_score_gemma":0.0035031557,"threshold_uncertainty_score":0.038078725},"labels":[],"label_agreement":null},{"id":"W3132369558","doi":"10.51924/revthesis.2017.v2.159","title":"Diagrama?tica, em vogais e consoantes consonantes e dissonantes","year":2017,"lang":"pt","type":"article","venue":"Revista Thésis","topic":"Architecture and Computational 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":"Humanities; Mathematics; Art","score_opus":0.017802565715633965,"score_gpt":0.2599792026938152,"score_spread":0.24217663697818123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132369558","genre_codex":"methods","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":[0.023629826,0.003656358,0.49996376,0.008599628,0.004794505,0.00026464855,0.005108924,0.008485056,0.44549724],"genre_scores_gemma":[0.33285153,0.0053211586,0.31252882,0.0022814414,0.00066338025,0.0003645983,0.0055483775,0.005448708,0.33499205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985832,0.00039716475,0.00012094222,0.0003763656,0.00042173188,0.00010052744],"domain_scores_gemma":[0.99725455,0.0008880064,0.00014493993,0.000572512,0.0009758383,0.0001642599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012249162,0.00063799333,0.0004378932,0.002931507,0.0022235804,0.0063071344,0.0010867298,0.001521752,0.04616183],"category_scores_gemma":[0.007076492,0.0004762237,0.00079852523,0.0027772684,0.0025442252,0.006580775,0.0022493962,0.0017543671,0.012680181],"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":[0.00020324998,0.000041092233,0.0023658464,0.0005872322,0.000036658672,0.00043412915,0.008395817,0.0016537886,0.009549221,0.7563399,0.06456682,0.15582623],"study_design_scores_gemma":[0.000012949833,0.00003160248,0.00083502685,0.00016071995,0.00001989651,0.00040725266,0.0019755433,0.0026328976,0.0029983246,0.06250919,0.92838126,0.000035402554],"about_ca_topic_score_codex":0.010827372,"about_ca_topic_score_gemma":0.0157368,"teacher_disagreement_score":0.04616183,"about_ca_system_score_codex":0.002163655,"about_ca_system_score_gemma":0.0025054726,"threshold_uncertainty_score":0.1544267},"labels":[],"label_agreement":null},{"id":"W3132547631","doi":"10.3368/wplj.39.1.87","title":"Design with Nature Now","year":2021,"lang":"en","type":"article","venue":"Landscape Journal","topic":"Architecture and Computational Design","field":"Engineering","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 Manitoba","funders":"","keywords":"Computer science","score_opus":0.004444929480450759,"score_gpt":0.1827115071538144,"score_spread":0.17826657767336365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132547631","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":[0.0066947774,0.008245671,0.09615458,0.07792236,0.00732627,0.00004153006,0.00018809443,0.00069122604,0.8027354],"genre_scores_gemma":[0.27813295,0.008022833,0.058074392,0.016502,0.0016970987,0.00020490009,0.00028111727,0.00080279686,0.63628197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992899,0.00025460604,0.000024044233,0.00014664057,0.00022073816,0.00006410249],"domain_scores_gemma":[0.9992225,0.00018506746,0.000036011475,0.00030933024,0.0001473685,0.0000997206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011669769,0.00068429817,0.00039860333,0.0005128576,0.002038237,0.004030617,0.0006154763,0.0020565297,0.039461557],"category_scores_gemma":[0.0027821127,0.00032265144,0.00038170052,0.0004152845,0.004783666,0.006570932,0.0021287168,0.0033458935,0.006460581],"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":[0.000008466991,0.000015152022,0.00014261149,0.00005108899,0.000009157201,0.000027739967,0.00042381114,0.0008861793,0.000517417,0.93458,0.031238984,0.032099366],"study_design_scores_gemma":[0.000006947665,0.00001746746,0.000106659754,0.00006490141,0.000010436227,0.00005395628,0.00018877689,0.0007403708,0.00036836133,0.39623436,0.60219806,0.000009719333],"about_ca_topic_score_codex":0.002270312,"about_ca_topic_score_gemma":0.004331368,"teacher_disagreement_score":0.039461557,"about_ca_system_score_codex":0.0017386118,"about_ca_system_score_gemma":0.0017314621,"threshold_uncertainty_score":0.13201207},"labels":[],"label_agreement":null},{"id":"W3159528629","doi":"10.22215/etd/2017-11972","title":"The Moral Fibre: Hemp-Based Building Industry Supplied by Sustainable Permaculture Communities","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Agriculture; Architecture; Environmental planning; Norm (philosophy); Sustainable agriculture; Hectare; Geography; Ecology; Engineering; Environmental resource management; Political science; Economics","score_opus":0.0082213388027385,"score_gpt":0.2370396151654457,"score_spread":0.22881827636270718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159528629","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":[0.10907977,0.00047406848,0.032509148,0.0058160718,0.00028485735,0.000095143216,0.00046085168,0.00034149195,0.8509387],"genre_scores_gemma":[0.7100275,0.0005848293,0.020578915,0.0002726523,0.000031754083,0.00005877639,0.00026643998,0.00014141023,0.2680377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986255,0.000032604643,0.0000015774644,0.000020197687,0.000049679224,0.000033315984],"domain_scores_gemma":[0.99981195,0.000020350042,0.000008229621,0.000039559294,0.000045592693,0.00007428765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026118683,0.0001760327,0.0001040361,0.00023874352,0.0019964068,0.0019358551,0.0006530427,0.0004968643,0.024752488],"category_scores_gemma":[0.00049705926,0.00013011628,0.00017213917,0.00033331342,0.0014490265,0.00097292854,0.0015596539,0.00067086244,0.0020629938],"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":[0.00014936522,0.00009392608,0.0057161,0.00015776802,0.000018377747,0.0004355332,0.004772231,0.019397395,0.0034874617,0.7240024,0.09787377,0.14389569],"study_design_scores_gemma":[0.00002189379,0.00006521472,0.0064012054,0.00015898637,0.000014263852,0.00018031709,0.0071292208,0.021787481,0.0016832545,0.07204149,0.89049095,0.000025661764],"about_ca_topic_score_codex":0.053499192,"about_ca_topic_score_gemma":0.21354891,"teacher_disagreement_score":0.053499192,"about_ca_system_score_codex":0.002876768,"about_ca_system_score_gemma":0.002418506,"threshold_uncertainty_score":0.106375575},"labels":[],"label_agreement":null},{"id":"W3159681448","doi":"10.14288/1.0355484","title":"KAON Factory study : conventional facilities design report","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Factory (object-oriented programming); Engineering; Computer science; Environmental science; Programming language","score_opus":0.018376227136066556,"score_gpt":0.1850203516300058,"score_spread":0.16664412449393923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159681448","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":[0.113126926,0.0007228396,0.028660987,0.0011393629,0.00042314967,0.0016940489,0.18707481,0.004525305,0.6626325],"genre_scores_gemma":[0.37816805,0.00088848727,0.033001825,0.0008516252,0.00018373848,0.0015904077,0.21741211,0.0039234767,0.36398032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847764,0.00018405313,0.00003972843,0.00026721353,0.00085244776,0.00017882374],"domain_scores_gemma":[0.9983493,0.00017712428,0.000114523085,0.0003499193,0.00079360476,0.00021556136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00233119,0.00096035196,0.00071878557,0.0016487922,0.0014384942,0.0023626674,0.0017286595,0.0008304391,0.06657624],"category_scores_gemma":[0.001198283,0.00083340786,0.00051133445,0.002194646,0.00038698828,0.0010846226,0.0008968342,0.0009697353,0.03818106],"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":[0.0060681966,0.0014740663,0.064673305,0.0013660399,0.00019991284,0.00134399,0.0009286944,0.03358441,0.034649443,0.022278922,0.66914296,0.16429],"study_design_scores_gemma":[0.000350434,0.0014204697,0.044119503,0.00009496102,0.00007696223,0.00051123695,0.0006288628,0.0063784467,0.015304803,0.0021824003,0.9287953,0.00013657703],"about_ca_topic_score_codex":0.013065435,"about_ca_topic_score_gemma":0.025940841,"teacher_disagreement_score":0.06657624,"about_ca_system_score_codex":0.0038353626,"about_ca_system_score_gemma":0.003422135,"threshold_uncertainty_score":0.22271973},"labels":[],"label_agreement":null},{"id":"W3172924222","doi":"10.22215/etd/2014-10537","title":"(In)forming Material: The Generative Potential of Plywood","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Material efficiency; Material Design; Engineering; Fabrication; Space (punctuation); Generative grammar; Construction engineering; Architectural engineering; Mechanical engineering; Systems engineering; Computer science; Manufacturing engineering; Artificial intelligence","score_opus":0.0038204935290136128,"score_gpt":0.20156351517587032,"score_spread":0.1977430216468567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172924222","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":[0.06793557,0.007401526,0.1587151,0.0066511305,0.0011846077,0.000035964604,0.00019170195,0.00033194927,0.75755244],"genre_scores_gemma":[0.779766,0.0043485463,0.033798732,0.00082157645,0.00046945468,0.000052283744,0.0001460329,0.00046141012,0.18013592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99989986,0.000022742423,0.0000027434232,0.00003041079,0.0000325333,0.000011747998],"domain_scores_gemma":[0.99986625,0.00006199659,0.000008337189,0.000033413635,0.000015052534,0.000014956375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003096729,0.000203211,0.00011120586,0.0003142327,0.0010055375,0.0034373081,0.00039391432,0.0005966398,0.01188828],"category_scores_gemma":[0.00074196357,0.00018817905,0.00020012353,0.0003081535,0.0034142097,0.002682738,0.0010430113,0.0013188958,0.0014541757],"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":[0.000009280065,0.0000029922194,0.00007925984,0.000029546542,0.0000014480637,0.00005910686,0.0006058554,0.0006382592,0.0015268325,0.98005027,0.0019044754,0.015092618],"study_design_scores_gemma":[0.000008125295,0.00002336186,0.00036329005,0.00005765162,0.0000062210215,0.00039810815,0.00037978255,0.0025903108,0.0062132073,0.8192512,0.17069526,0.000013530184],"about_ca_topic_score_codex":0.0005150216,"about_ca_topic_score_gemma":0.00077940174,"teacher_disagreement_score":0.01188828,"about_ca_system_score_codex":0.00045427002,"about_ca_system_score_gemma":0.00024952713,"threshold_uncertainty_score":0.039770186},"labels":[],"label_agreement":null},{"id":"W3173112016","doi":"10.4000/craup.7773","title":"Vers une écologie de l’expérimentation « hors norme » des ressources matérielles en architecture","year":2021,"lang":"fr","type":"article","venue":"Cahiers de la recherche architecturale urbaine et paysagère","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère des Ressources naturelles et des Forêts (Québec)","funders":"","keywords":"Architecture; Ecology; Architectural engineering; Environmental ethics; Engineering; Geography; Biology; Philosophy; Archaeology","score_opus":0.04367031289567648,"score_gpt":0.31042174725023375,"score_spread":0.2667514343545573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173112016","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":[0.28662202,0.0052386946,0.48495916,0.013820562,0.0005170924,0.0008056743,0.0007943584,0.0015096781,0.20573291],"genre_scores_gemma":[0.7771268,0.0044953143,0.18396999,0.0014025174,0.00015428163,0.0012759129,0.0007041921,0.0006206483,0.030250343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9852282,0.007320529,0.00047636218,0.0015550085,0.004815995,0.00060398853],"domain_scores_gemma":[0.98135316,0.00883136,0.0017134862,0.0027253295,0.0047123837,0.0006642931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0135738095,0.0008843156,0.000667924,0.0020025212,0.0020550475,0.009692915,0.001662644,0.0019792947,0.007357456],"category_scores_gemma":[0.017287705,0.0006717226,0.0010083291,0.0015414996,0.005144048,0.0080316635,0.0035386123,0.003236271,0.0013484951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005291179,0.000756533,0.016083797,0.0029476355,0.00025319436,0.0004579295,0.010371037,0.05024812,0.056361787,0.6628798,0.006665511,0.19244553],"study_design_scores_gemma":[0.00015662902,0.002654495,0.039789643,0.002728681,0.0003088734,0.0006445605,0.01684327,0.065970115,0.08682609,0.3198171,0.46376175,0.0004988764],"about_ca_topic_score_codex":0.008870525,"about_ca_topic_score_gemma":0.009941416,"teacher_disagreement_score":0.0135738095,"about_ca_system_score_codex":0.0058041275,"about_ca_system_score_gemma":0.00730775,"threshold_uncertainty_score":0.071786046},"labels":[],"label_agreement":null},{"id":"W3180335730","doi":"","title":"Preface:Augmenting Space: The role of immersive technologies in future cities","year":2021,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Architecture and Computational 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":"Space (punctuation); Human–computer interaction; Computer science; Multimedia","score_opus":0.0027412417700050833,"score_gpt":0.15828588405971367,"score_spread":0.15554464228970857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180335730","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002365629,0.10690471,0.0063162628,0.2803795,0.4186986,0.00023345691,0.00065860694,0.00026793114,0.18417536],"genre_scores_gemma":[0.059396666,0.15892023,0.004656513,0.07181719,0.2805095,0.00031000093,0.0010494795,0.00054888695,0.4227915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999438,0.00011317404,0.000030383324,0.0001634084,0.00019492737,0.00006012165],"domain_scores_gemma":[0.997498,0.00060452765,0.00009235558,0.00009639025,0.0009129244,0.00079585006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010427907,0.0008755999,0.00047688143,0.0009406767,0.0031881658,0.004541233,0.0011490423,0.0038068315,0.039376054],"category_scores_gemma":[0.003397589,0.00024788882,0.00042785285,0.00088164525,0.0021778147,0.006595071,0.0030052871,0.009559029,0.009790091],"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":[0.000020036261,0.000027058484,0.00024488833,0.00033971894,0.0000033600995,0.00014096228,0.001021197,0.000116775605,0.00035641782,0.027233558,0.9173852,0.053110838],"study_design_scores_gemma":[0.0000025105044,0.00002470076,0.00046531745,0.0004536623,0.000002968545,0.00016998057,0.00090920686,0.00009918123,0.00014590296,0.0055828006,0.9921313,0.000012571523],"about_ca_topic_score_codex":0.0038118747,"about_ca_topic_score_gemma":0.00552059,"teacher_disagreement_score":0.039376054,"about_ca_system_score_codex":0.0030135235,"about_ca_system_score_gemma":0.0019491675,"threshold_uncertainty_score":0.13172603},"labels":[],"label_agreement":null},{"id":"W3185870267","doi":"10.1108/ohi-02-2021-0041","title":"We gain a lot…but what are we losing? A critical reflection on the implications of digital design technologies","year":2021,"lang":"en","type":"article","venue":"Open House International","topic":"Architecture and Computational Design","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Originality; Architectural engineering; Craft; Architecture; Animation; Design education; Engineering; Visual arts; Creativity; Multimedia; Sociology; Aesthetics; Computer science; Art; Psychology","score_opus":0.07324441758634069,"score_gpt":0.3205992882086753,"score_spread":0.24735487062233458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185870267","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1596828,0.034347042,0.01728116,0.561779,0.005921733,0.00024477986,0.00006394441,0.00012003261,0.22055954],"genre_scores_gemma":[0.9257048,0.012996083,0.0030825643,0.028851498,0.000777499,0.00016095825,0.000019970033,0.00013656756,0.028270034],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.95115036,0.038700514,0.0009317553,0.0018422296,0.004684948,0.0026900787],"domain_scores_gemma":[0.9673843,0.025867762,0.001051102,0.0011184516,0.0030460334,0.001532346],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.035984356,0.0012249816,0.0006772423,0.0029671378,0.02620701,0.030042967,0.0026173498,0.006084249,0.0033649043],"category_scores_gemma":[0.03145789,0.0006449153,0.00071841,0.002329544,0.08264203,0.030468667,0.011221507,0.017021565,0.00065839494],"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":[0.00003115488,0.000051740742,0.0006608871,0.00023075375,0.000010608732,0.0011824676,0.7323735,0.00012880155,0.0003686675,0.22172911,0.020155525,0.02307683],"study_design_scores_gemma":[0.00000949322,0.000039158058,0.00035664512,0.0006456208,0.000011832442,0.00082563446,0.68746704,0.0001551546,0.00031899448,0.028097497,0.2820471,0.000025804065],"about_ca_topic_score_codex":0.006656573,"about_ca_topic_score_gemma":0.0052156136,"teacher_disagreement_score":0.97379297,"about_ca_system_score_codex":0.014509401,"about_ca_system_score_gemma":0.0077820495,"threshold_uncertainty_score":0.19030571},"labels":[],"label_agreement":null},{"id":"W3189422269","doi":"","title":"Stack shack: a modular prefabricated alternative to affordable housing","year":2021,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Architecture and Computational 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":"Affordable housing; Stack (abstract data type); Modular design; Architectural engineering; Engineering; Computer science; Construction engineering; Civil engineering; Operating system","score_opus":0.008358340602109797,"score_gpt":0.19498735461608704,"score_spread":0.18662901401397725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189422269","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":[0.44829848,0.0021719816,0.1027198,0.0025632293,0.00063415524,0.0006410561,0.00031815245,0.0008107736,0.44184244],"genre_scores_gemma":[0.75952804,0.0019617318,0.095678374,0.0003582458,0.00007938081,0.00021633696,0.000251045,0.00023983845,0.14168704],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995395,0.00009644632,0.00000900679,0.000042728836,0.00022385256,0.00008844337],"domain_scores_gemma":[0.99986947,0.000019906469,0.000015070106,0.000030713185,0.000027048978,0.0000377788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005189686,0.0005336618,0.00013825092,0.0007833111,0.0012833244,0.0016226048,0.0013149725,0.0005519102,0.022597551],"category_scores_gemma":[0.000638886,0.00019111742,0.0003926127,0.00067524513,0.0014602023,0.0013495635,0.0025688037,0.0007437851,0.0022309972],"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":[0.00042438635,0.000710991,0.006437867,0.0009365179,0.000050949,0.0016731196,0.013360648,0.010352354,0.019441042,0.30627224,0.03116871,0.6091712],"study_design_scores_gemma":[0.00014898702,0.0026530533,0.0261367,0.0011415489,0.00013622854,0.0020713354,0.018391974,0.021186294,0.012533576,0.047091745,0.8683619,0.00014666292],"about_ca_topic_score_codex":0.0058455695,"about_ca_topic_score_gemma":0.032698214,"teacher_disagreement_score":0.022597551,"about_ca_system_score_codex":0.0012329662,"about_ca_system_score_gemma":0.0013945472,"threshold_uncertainty_score":0.07559633},"labels":[],"label_agreement":null},{"id":"W3194002147","doi":"10.3390/architecture1010002","title":"Challenges and Opportunities of Contemporary Architecture","year":2021,"lang":"en","type":"article","venue":"Architecture","topic":"Architecture and Computational Design","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":"McGill University","funders":"","keywords":"Construct (python library); Architecture; Architectural engineering; Storm; Engineering; Political science; Engineering ethics; Computer science; Geography; Visual arts; Art; Meteorology","score_opus":0.04991964028527885,"score_gpt":0.2216346743479468,"score_spread":0.17171503406266794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194002147","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":[0.044807434,0.054228038,0.03314969,0.4031733,0.003613742,0.000044892236,0.00016244655,0.0003642819,0.46045628],"genre_scores_gemma":[0.8656663,0.039671544,0.015365561,0.020812595,0.0037023108,0.00018337602,0.00017381374,0.0003269795,0.05409753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9952989,0.0018912676,0.00012639577,0.00045667702,0.0014888823,0.00073788076],"domain_scores_gemma":[0.99702066,0.0009416807,0.00015429319,0.00049321185,0.0007914262,0.0005986529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060196915,0.00060218136,0.000523911,0.0013233199,0.008124609,0.012891042,0.0013073051,0.0035469956,0.011149391],"category_scores_gemma":[0.006395031,0.00044809323,0.00038432286,0.001328622,0.023611527,0.018625457,0.007207396,0.0069046426,0.002185253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011905984,0.000011758178,0.0002589638,0.000042711854,0.0000048415095,0.00004227141,0.0024903594,0.00050172483,0.00014383488,0.97202617,0.012548314,0.011917186],"study_design_scores_gemma":[0.0000051031197,0.000012681544,0.000360344,0.00012652135,0.0000036449878,0.00008948917,0.0047778543,0.00070265017,0.00007848626,0.64350635,0.35032153,0.000015259633],"about_ca_topic_score_codex":0.0054479106,"about_ca_topic_score_gemma":0.009029423,"teacher_disagreement_score":0.012891042,"about_ca_system_score_codex":0.0060933647,"about_ca_system_score_gemma":0.0071548983,"threshold_uncertainty_score":0.044210672},"labels":[],"label_agreement":null},{"id":"W3195080363","doi":"10.5040/9781472594235.ch-008","title":"Radical Infrastructure? A New Realism and Materialism in Philosophy and Architecture","year":2014,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"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":"Materialism; Architecture; Realism; Epistemology; Philosophy; Art; Visual arts","score_opus":0.0033446046939670186,"score_gpt":0.176051371135413,"score_spread":0.17270676644144597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195080363","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":[0.039029807,0.025760636,0.09246435,0.31697923,0.0031075194,0.00006212517,0.00014454745,0.00030174266,0.5221501],"genre_scores_gemma":[0.91811377,0.0075822794,0.017093796,0.017618196,0.0033285487,0.00016562697,0.00008192384,0.00028086102,0.03573502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962255,0.0022295848,0.00007123436,0.0004462369,0.000721815,0.00030557785],"domain_scores_gemma":[0.9971347,0.0015802693,0.00018570849,0.00057401817,0.0002460613,0.0002793017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00492978,0.0006110601,0.00062986877,0.0020232892,0.005620415,0.01010428,0.0016885736,0.004039338,0.00607379],"category_scores_gemma":[0.0043413946,0.00042725945,0.00071414746,0.0011682877,0.069083944,0.018736359,0.0063494365,0.0073682903,0.0009157713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028103507,0.0000036605536,0.000027491173,0.000009731323,8.5899717e-7,0.0000088855095,0.0015447726,0.000054533066,0.000022027762,0.99605536,0.0011122331,0.0011575723],"study_design_scores_gemma":[0.0000077481345,0.0000103006005,0.000056322748,0.000053732478,0.00000136667,0.00002565239,0.0014324958,0.00023378464,0.00003055788,0.93602955,0.062112756,0.0000057537973],"about_ca_topic_score_codex":0.0023060641,"about_ca_topic_score_gemma":0.0023915,"teacher_disagreement_score":0.01010428,"about_ca_system_score_codex":0.0063082785,"about_ca_system_score_gemma":0.0037886705,"threshold_uncertainty_score":0.04576993},"labels":[],"label_agreement":null},{"id":"W3195567564","doi":"10.32920/ryerson.14638296.v3","title":"An architecture of water: creating H2O thresholds.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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; Exhibition; Event (particle physics); Work (physics); Landscape architecture; Psychology; Engineering; Visual arts; Art; Civil engineering","score_opus":0.008763086333750243,"score_gpt":0.21900518990285167,"score_spread":0.21024210356910142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195567564","genre_codex":"methods","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":[0.24036875,0.002436003,0.4057089,0.008522064,0.0012372122,0.00062800356,0.00045994786,0.0021708908,0.33846822],"genre_scores_gemma":[0.62238604,0.0016566816,0.18000367,0.00080700155,0.00009813558,0.00033919924,0.00035385505,0.0006599554,0.19369534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996908,0.000078551595,0.0000050252665,0.000055515753,0.00013117921,0.000038915205],"domain_scores_gemma":[0.9998677,0.000046259665,0.0000055830014,0.000018308052,0.000016245873,0.000045880453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005058238,0.00030005287,0.00013574997,0.0001821242,0.0010280703,0.0017207707,0.00064342463,0.0010437449,0.004921614],"category_scores_gemma":[0.0008135666,0.0002512251,0.00025893448,0.00017276517,0.0014596769,0.0018916621,0.0028495465,0.0007824744,0.0011403587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020043521,0.0004484694,0.004287341,0.00089820864,0.000054390875,0.0018399417,0.038349736,0.031948294,0.09942495,0.32731235,0.1734923,0.32174358],"study_design_scores_gemma":[0.00006434898,0.00019784017,0.002312591,0.00014265924,0.000023345207,0.0005739411,0.01190345,0.02381533,0.04902301,0.062331114,0.8495525,0.00005996131],"about_ca_topic_score_codex":0.0020300352,"about_ca_topic_score_gemma":0.0050063566,"teacher_disagreement_score":0.004921614,"about_ca_system_score_codex":0.0006602231,"about_ca_system_score_gemma":0.0006783999,"threshold_uncertainty_score":0.016464472},"labels":[],"label_agreement":null},{"id":"W3196988709","doi":"10.4324/9781003212751-7","title":"Augmenting Human Designers and Builders: Augmentation Discussed in Architectural Design Research","year":2021,"lang":"en","type":"book-chapter","venue":"RIBA Publishing eBooks","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Architectural engineering; Architectural design; Engineering; Computer science; Systems engineering; Art; Visual arts; Architecture","score_opus":0.09034580223182574,"score_gpt":0.29004052593483354,"score_spread":0.19969472370300778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196988709","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016848197,0.081603155,0.06522509,0.014988991,0.0019528534,0.00009274598,0.000040601382,0.00037918874,0.81886935],"genre_scores_gemma":[0.34585026,0.090492584,0.12340919,0.005016622,0.0011690293,0.00034671716,0.00014279678,0.00053221354,0.43304062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987256,0.0007232866,0.000034206212,0.00013323191,0.000299337,0.00008443059],"domain_scores_gemma":[0.99847144,0.0010316684,0.000054252505,0.00024119619,0.00011819926,0.00008315358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018164624,0.00088537915,0.00039187196,0.0012126998,0.002474201,0.0064174826,0.0008403171,0.002001459,0.012394625],"category_scores_gemma":[0.002123447,0.00045167303,0.00034801717,0.0020381943,0.008781577,0.006692376,0.0032798937,0.002084329,0.002596134],"study_design_candidate":"qualitative","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":[0.000028685054,0.00006186424,0.0005464847,0.0006808251,0.0000064749415,0.00024172255,0.035812832,0.0012084336,0.0014037151,0.6183901,0.035656683,0.30596218],"study_design_scores_gemma":[0.0000033985507,0.000033104607,0.0003335284,0.00055116956,0.0000057467187,0.0004916268,0.006847789,0.00061754684,0.00035581365,0.07271115,0.9180391,0.000009990105],"about_ca_topic_score_codex":0.0012774866,"about_ca_topic_score_gemma":0.0033674927,"teacher_disagreement_score":0.012394625,"about_ca_system_score_codex":0.0019317552,"about_ca_system_score_gemma":0.0017097684,"threshold_uncertainty_score":0.04146421},"labels":[],"label_agreement":null},{"id":"W3197740794","doi":"10.18280/ijsdp.160413","title":"The Hanoak House as a Flexible and Adaptable Vernacular Precedent for Modern Architecture","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vernacular; Vernacular architecture; Architectural engineering; Architecture; Context (archaeology); Vulnerability (computing); Computer science; Scale (ratio); Engineering; Computer security; History; Geography; Archaeology","score_opus":0.00970635334984017,"score_gpt":0.23157355161103693,"score_spread":0.22186719826119677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197740794","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":[0.44433045,0.0033439295,0.07609914,0.006401367,0.0006993509,0.0003056905,0.00017724416,0.00016229953,0.46848038],"genre_scores_gemma":[0.96742165,0.0004231968,0.012292167,0.0003037406,0.000019166813,0.00007572153,0.00005253142,0.000044524542,0.019367335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99876094,0.00069462473,0.000060483457,0.00018744738,0.000155159,0.00014142688],"domain_scores_gemma":[0.99946135,0.00012521117,0.000063115716,0.00015297713,0.00011810057,0.00007920183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606869,0.00047544736,0.00017885104,0.00053618365,0.004348431,0.005069771,0.0007669872,0.0008950589,0.00798804],"category_scores_gemma":[0.0013044575,0.00025638065,0.0002361912,0.00094909634,0.011657295,0.0051527405,0.002818025,0.0015570305,0.00075571414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059670056,0.000036246154,0.0032661543,0.00019946588,0.000008894174,0.0007375077,0.13989127,0.00044888555,0.0014251928,0.813758,0.003080378,0.03708827],"study_design_scores_gemma":[0.000017077904,0.00016979985,0.0078122234,0.00057350507,0.000032910077,0.0013475082,0.25750852,0.0016202562,0.0017573781,0.11482292,0.6142476,0.000090311005],"about_ca_topic_score_codex":0.00395086,"about_ca_topic_score_gemma":0.012851135,"teacher_disagreement_score":0.00798804,"about_ca_system_score_codex":0.0027361144,"about_ca_system_score_gemma":0.0021755716,"threshold_uncertainty_score":0.02672267},"labels":[],"label_agreement":null},{"id":"W3200573296","doi":"10.1080/20507828.2021.1938851","title":"And Yet It Moves: Ethics, Power and Politics in the Stories of Collecting, Archiving and Displaying of Drawings and Models","year":2021,"lang":"en","type":"article","venue":"Architecture and Culture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Politics; Power (physics); Visual arts; Aesthetics; Art; Sociology; History; Law; Political science","score_opus":0.014454758216253569,"score_gpt":0.23953035315015558,"score_spread":0.225075594933902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200573296","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":[0.034481864,0.0059992997,0.06444714,0.31092134,0.0019792016,0.00007333057,0.00015954774,0.00028782152,0.58165044],"genre_scores_gemma":[0.8608098,0.0027374376,0.014111778,0.016046003,0.001096012,0.0001783394,0.00008098126,0.0011479257,0.10379165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98035794,0.015549429,0.00029771627,0.0009968352,0.0018227855,0.0009754119],"domain_scores_gemma":[0.9780813,0.014307337,0.0009951256,0.0031007042,0.0023057293,0.0012098181],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014343089,0.00077426014,0.00046051282,0.0022161484,0.017933546,0.023061743,0.0018733062,0.008161122,0.008837447],"category_scores_gemma":[0.032647885,0.00075795356,0.0004227454,0.0031218566,0.10251107,0.023503229,0.0075201094,0.0146318525,0.0015590778],"study_design_candidate":"qualitative","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":[0.000017310014,0.0000072570047,0.00016236963,0.00002313179,0.000006674687,0.00009905911,0.098557994,0.00019708618,0.00013895896,0.87974954,0.015360063,0.0056805657],"study_design_scores_gemma":[0.000011917809,0.000015030937,0.00024364197,0.00022388343,0.000011310576,0.00023805293,0.06466064,0.00049161207,0.00046872074,0.35186577,0.5817317,0.00003777923],"about_ca_topic_score_codex":0.018431209,"about_ca_topic_score_gemma":0.019455584,"teacher_disagreement_score":0.98206645,"about_ca_system_score_codex":0.007967911,"about_ca_system_score_gemma":0.0051706736,"threshold_uncertainty_score":0.07585436},"labels":[],"label_agreement":null},{"id":"W3205722082","doi":"10.1007/978-981-16-4357-6","title":"Swarm Systems in Art and Architecture","year":2021,"lang":"en","type":"book","venue":"Computational synthesis and creative systems","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Swarm behaviour; Architecture; Computer science; Artificial intelligence; Art; Visual arts","score_opus":0.009636911137025016,"score_gpt":0.19900176505600753,"score_spread":0.1893648539189825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205722082","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":[0.0015722462,0.014048462,0.035718743,0.0017393188,0.001184762,0.00003134338,0.0000892442,0.00016241397,0.9454535],"genre_scores_gemma":[0.031555668,0.008817485,0.014457633,0.00033417818,0.0006628706,0.00007553176,0.00011902309,0.0001707389,0.94380695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999094,0.000023392578,0.0000031817954,0.000012157016,0.00004469922,0.000007174131],"domain_scores_gemma":[0.99992096,0.000037508293,0.0000031564568,0.000012415356,0.000017911529,0.000008100829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016584797,0.00072490214,0.00042149294,0.000763293,0.00091234903,0.0027744728,0.00047562254,0.0008442485,0.02644707],"category_scores_gemma":[0.00037760552,0.00029100748,0.00022030914,0.0009974365,0.0017962654,0.0022988303,0.0007465457,0.0013365104,0.0058189607],"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":[0.0000045346696,0.0000070644924,0.000023398792,0.00006575635,0.000003463842,0.000024894729,0.00024116525,0.0019928436,0.00033759375,0.87557286,0.068082236,0.053644016],"study_design_scores_gemma":[0.0000041833896,0.000011228199,0.00010194772,0.00005253628,0.000002938272,0.00007196091,0.000116744945,0.0039817807,0.00025932488,0.35766706,0.6377245,0.000005776657],"about_ca_topic_score_codex":0.0019363592,"about_ca_topic_score_gemma":0.004816998,"teacher_disagreement_score":0.02644707,"about_ca_system_score_codex":0.0010738816,"about_ca_system_score_gemma":0.00057824794,"threshold_uncertainty_score":0.088474214},"labels":[],"label_agreement":null},{"id":"W3207573797","doi":"10.32920/ryerson.14657952.v1","title":"Making Toronto Solar Ready: Proposing Building Formations for the Integration of Solar Strategies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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":"Insolation; Architectural engineering; Solar energy; Per capita; Passive solar building design; Zero-energy building; Meteorology; Environmental science; Regional science; Geography; Business; Engineering; Sociology; Geology; Electrical engineering; Climatology","score_opus":0.04397525250622394,"score_gpt":0.30320859837959735,"score_spread":0.25923334587337343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207573797","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":[0.42180666,0.000734689,0.4854767,0.002251314,0.00017117825,0.00024741073,0.00041346857,0.0005758186,0.08832289],"genre_scores_gemma":[0.85419303,0.00036345128,0.13847758,0.00006948102,0.000012612027,0.0001243939,0.00017317453,0.00006845642,0.006517836],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988806,0.000033915872,0.000003798914,0.000020983549,0.000023989873,0.000029311237],"domain_scores_gemma":[0.9997881,0.000045480952,0.000029336832,0.00003540284,0.000032544776,0.00006916365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024472113,0.00045113298,0.0002505465,0.00030546336,0.0007254422,0.0014548621,0.00082632375,0.0006780057,0.0044840937],"category_scores_gemma":[0.00079463836,0.00034241387,0.0004504403,0.00032002997,0.0012955219,0.0008182224,0.001306307,0.00044432507,0.0003625066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048584574,0.000045827397,0.003566677,0.00010168669,0.000029983743,0.00017004467,0.00068605924,0.80596685,0.0045318105,0.16443728,0.0026548144,0.017760407],"study_design_scores_gemma":[0.00008441025,0.00009280825,0.0024209719,0.000042006533,0.000040849478,0.00005802228,0.001118598,0.92272925,0.002271869,0.046601236,0.024499895,0.00004002176],"about_ca_topic_score_codex":0.05042945,"about_ca_topic_score_gemma":0.14793622,"teacher_disagreement_score":0.94957054,"about_ca_system_score_codex":0.0024172831,"about_ca_system_score_gemma":0.0024054137,"threshold_uncertainty_score":0.10027188},"labels":[],"label_agreement":null},{"id":"W3207833639","doi":"10.15353/cjds.v10i2.800","title":"An Interview with David Bobier of VibraFusionLab","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Exhibition; Coronavirus disease 2019 (COVID-19); Launched; Art history; 2019-20 coronavirus outbreak; Pandemic; Visual arts; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Art; Media studies; Sociology; Medicine; Engineering","score_opus":0.02668788368343119,"score_gpt":0.2538639385926908,"score_spread":0.2271760549092596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207833639","genre_codex":"commentary","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":[0.03542507,0.019684145,0.0031983277,0.83460915,0.012845257,0.00015485346,0.00042993444,0.0002962974,0.09335699],"genre_scores_gemma":[0.24623677,0.012956348,0.0027152984,0.39541063,0.0032939864,0.00033219295,0.00030306945,0.00044128235,0.33831042],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99720025,0.0012704107,0.00005961781,0.00023063905,0.0006707094,0.0005683411],"domain_scores_gemma":[0.99549365,0.0011365429,0.0001828888,0.00006266301,0.0010663217,0.0020579896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003270471,0.0007718064,0.0006668431,0.0012560245,0.015671266,0.0043840553,0.0009924471,0.003656848,0.014629699],"category_scores_gemma":[0.009977879,0.00065451197,0.00030725115,0.0009791296,0.0041077984,0.0051848427,0.0029302516,0.00939831,0.0034641577],"study_design_candidate":"qualitative","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":[0.000051307896,0.00004586154,0.00090034946,0.00006462815,0.0000043071436,0.0006570747,0.050165646,0.000062799874,0.0004217107,0.0047119223,0.9314278,0.0114866225],"study_design_scores_gemma":[0.0000070314345,0.000026663776,0.0008576622,0.00008102789,0.0000025444924,0.00041668452,0.06060901,0.000058834295,0.00013415558,0.00048184488,0.93729234,0.000032314103],"about_ca_topic_score_codex":0.079598784,"about_ca_topic_score_gemma":0.137267,"teacher_disagreement_score":0.079598784,"about_ca_system_score_codex":0.007211976,"about_ca_system_score_gemma":0.004170395,"threshold_uncertainty_score":0.15827096},"labels":[],"label_agreement":null},{"id":"W3208460111","doi":"10.32920/ryerson.14664216.v1","title":"An Accidental Architecture : the Architecture of the Imperfect","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Accidental; Architecture; Imperfect; Functionalism (philosophy of mind); Formalism (music); Teleology; Computer science; Accident (philosophy); Function (biology); Aesthetics; Epistemology; Philosophy; Art; Literature; Physics; Visual arts","score_opus":0.0054737153824755075,"score_gpt":0.2115103131856455,"score_spread":0.20603659780317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208460111","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":[0.09914788,0.0010022484,0.57137424,0.004476687,0.00039429704,0.0000713126,0.00016151681,0.0009948272,0.32237703],"genre_scores_gemma":[0.910502,0.00039655203,0.06058995,0.00030785287,0.00004933647,0.000060858885,0.00009116765,0.00034944018,0.027652785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987294,0.00046335923,0.00005177767,0.0002103967,0.0004075528,0.00013752356],"domain_scores_gemma":[0.99841475,0.00029324222,0.00013067886,0.00083140493,0.00018290787,0.00014695995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015282873,0.00041344654,0.00040180533,0.0008331279,0.0027096793,0.0057553933,0.00091821456,0.0011698807,0.0051599513],"category_scores_gemma":[0.0029408224,0.0004544699,0.0005909396,0.0006440897,0.015511721,0.007467295,0.0043409844,0.001949199,0.0009057162],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007486554,0.0000023717967,0.00027456292,0.00001650417,0.000004364978,0.00006300395,0.000984274,0.0011568143,0.00029705736,0.99389863,0.0005035195,0.0027913356],"study_design_scores_gemma":[0.00000816046,0.000038459548,0.000576215,0.00005404819,0.000018065724,0.00032695258,0.0013433088,0.006985163,0.000709849,0.9104769,0.07943859,0.000024245815],"about_ca_topic_score_codex":0.0019644988,"about_ca_topic_score_gemma":0.0024154994,"teacher_disagreement_score":0.0057553933,"about_ca_system_score_codex":0.002393181,"about_ca_system_score_gemma":0.0019601507,"threshold_uncertainty_score":0.017363846},"labels":[],"label_agreement":null},{"id":"W3208990120","doi":"10.1007/s42330-021-00168-0","title":"Correction to: Living Landscapes, Archi-text-ures, and Land-guaging Algo-rhythms","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Alberta","funders":"","keywords":"Rhythm; Geography; History; Art; Aesthetics","score_opus":0.003878682020118432,"score_gpt":0.20260277468845592,"score_spread":0.1987240926683375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208990120","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001616857,0.0006292939,0.0008146141,0.04444903,0.9478293,0.000018950146,0.0011226049,0.00040142014,0.0045731002],"genre_scores_gemma":[0.03295891,0.007086021,0.0070111817,0.086300634,0.47585803,0.00030163475,0.003975222,0.0033558628,0.38315254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99618727,0.00064291013,0.0006533827,0.0006750046,0.001472564,0.0003689351],"domain_scores_gemma":[0.9609845,0.007788619,0.0017576361,0.0036566872,0.023972439,0.0018400396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002818832,0.0021281596,0.0017468585,0.0041449466,0.0046916385,0.005465839,0.0032561352,0.006339471,0.09993975],"category_scores_gemma":[0.0693795,0.0009898688,0.001032562,0.0035470761,0.0039649527,0.0036817712,0.0029170022,0.010703584,0.052848384],"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":[0.000028019756,0.00000420572,0.00005301003,0.00009648483,0.0000063008297,0.00008628463,0.000092183494,0.000040637417,0.000029948096,0.0017707528,0.99365497,0.0041370927],"study_design_scores_gemma":[0.000023431641,0.000008390261,0.000496152,0.00017200017,0.000010438333,0.00018087783,0.00016790928,0.00014189981,0.00016854508,0.0013813456,0.99722445,0.000024505945],"about_ca_topic_score_codex":0.028310984,"about_ca_topic_score_gemma":0.033879504,"teacher_disagreement_score":0.09993975,"about_ca_system_score_codex":0.0038544866,"about_ca_system_score_gemma":0.005690753,"threshold_uncertainty_score":0.33433175},"labels":[],"label_agreement":null},{"id":"W3209008119","doi":"10.32920/ryerson.14646015.v1","title":"A Flat World for a Short Real","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Sign (mathematics); Negotiation; Genius; Binary opposition; Aesthetics; Vision; Sociology; Epistemology; Visual arts; Literature; Art; Philosophy; Social science; Mathematics","score_opus":0.021294946605352884,"score_gpt":0.24755705782333232,"score_spread":0.22626211121797943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209008119","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":[0.028738905,0.0028520927,0.09566677,0.0198929,0.0010119211,0.00008925127,0.00020124826,0.0004069489,0.85113996],"genre_scores_gemma":[0.7502368,0.0018293693,0.030679898,0.0025284959,0.00032848417,0.00020097873,0.0002847523,0.0005319193,0.2133793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984738,0.0007823932,0.00003683352,0.00023310959,0.00031685553,0.00015699626],"domain_scores_gemma":[0.99907565,0.00029197193,0.000050442428,0.00023501068,0.00015476743,0.00019212833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012263954,0.00051223545,0.00025072953,0.00081854564,0.0051128464,0.008704449,0.0005673414,0.0014976163,0.031518064],"category_scores_gemma":[0.0034492824,0.0002632845,0.0002627153,0.000702795,0.011929249,0.0115454085,0.0043488727,0.0027444893,0.004714741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071825402,0.0000034358309,0.000040677853,0.000010138302,5.614598e-7,0.000026877242,0.001563309,0.00006658325,0.000107659995,0.9902379,0.0034557467,0.004479902],"study_design_scores_gemma":[0.0000084712,0.000024493958,0.00022006502,0.00006289714,0.0000031566838,0.0001232385,0.0043174005,0.00063724886,0.0002463871,0.56409955,0.4302423,0.000014794974],"about_ca_topic_score_codex":0.004577791,"about_ca_topic_score_gemma":0.006147833,"teacher_disagreement_score":0.031518064,"about_ca_system_score_codex":0.0032457968,"about_ca_system_score_gemma":0.0021687276,"threshold_uncertainty_score":0.10543847},"labels":[],"label_agreement":null},{"id":"W3209025936","doi":"10.32920/ryerson.14647413.v1","title":"Moody architecture: emotionally intelligent prostheses","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Cybernetics; Phenomenology (philosophy); Doctrine; Computer science; Normative; Cognitive science; Cognitive architecture; Human–computer interaction; Cognition; Psychology; Artificial intelligence; Epistemology; Law; Neuroscience","score_opus":0.01376782497571472,"score_gpt":0.21472305605618233,"score_spread":0.20095523108046762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209025936","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15013832,0.002989218,0.5096449,0.006033361,0.0006075181,0.00012099396,0.00012342459,0.0007230107,0.3296192],"genre_scores_gemma":[0.8607053,0.0014899767,0.079195224,0.0005378402,0.00012369888,0.00014661376,0.00008913418,0.00010651426,0.057605613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998617,0.00004072399,0.0000071412423,0.000033795324,0.000035446188,0.000021213295],"domain_scores_gemma":[0.999915,0.000023040957,0.000009467793,0.000021804797,0.00001623151,0.00001447961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023701956,0.0003401933,0.00015202955,0.00017897472,0.00057073496,0.0023131894,0.00042736248,0.000841367,0.0065923976],"category_scores_gemma":[0.000679118,0.00026161948,0.00029552908,0.00011466529,0.0021609038,0.0016910962,0.0017122241,0.00083132816,0.0011610311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004486248,0.000028356246,0.00035115983,0.00007100777,0.00001168315,0.00020314571,0.0013268688,0.0079035,0.009220323,0.9442453,0.0029987707,0.033595018],"study_design_scores_gemma":[0.000048694306,0.0001092144,0.0010431488,0.00007958256,0.000026377482,0.0004991116,0.00058546936,0.042802352,0.0038456523,0.86902845,0.08190465,0.000027282204],"about_ca_topic_score_codex":0.00046301848,"about_ca_topic_score_gemma":0.00053106557,"teacher_disagreement_score":0.0065923976,"about_ca_system_score_codex":0.00041334704,"about_ca_system_score_gemma":0.00030339367,"threshold_uncertainty_score":0.022053778},"labels":[],"label_agreement":null},{"id":"W3209062727","doi":"10.32920/ryerson.14654310.v1","title":"Design for the cycle","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Obsolescence; Demolition; Architectural engineering; Materiality (auditing); Embodied energy; Embodied cognition; Repurposing; Set (abstract data type); Context (archaeology); Process (computing); Computer science; Construction engineering; Engineering; Civil engineering; Business; Marketing; Artificial intelligence","score_opus":0.024740329421732876,"score_gpt":0.2301122101113554,"score_spread":0.20537188068962253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209062727","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":[0.0051580775,0.00096809043,0.81915003,0.006137019,0.0007420643,0.0008626797,0.00023678194,0.0011401417,0.16560505],"genre_scores_gemma":[0.23372774,0.0015389839,0.69352734,0.002310684,0.00025231752,0.0028042274,0.00083786575,0.0011832117,0.06381768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9930948,0.003499589,0.00041820694,0.0010079609,0.0014513446,0.0005281154],"domain_scores_gemma":[0.9924185,0.0023422067,0.00031223585,0.0026339851,0.0018573937,0.00043566557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00713179,0.0012648646,0.00070088747,0.0009781142,0.0024873351,0.007546852,0.0025468925,0.0028227456,0.02791712],"category_scores_gemma":[0.01693859,0.0006603404,0.0012639402,0.00085334206,0.006522178,0.007134171,0.0048381193,0.0031608576,0.0056831604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037377264,0.00003298576,0.00020604918,0.00016479533,0.000014243517,0.000059159927,0.00090372714,0.003862612,0.000543617,0.9549319,0.0069061187,0.032337278],"study_design_scores_gemma":[0.00005313978,0.00008819743,0.00009389194,0.00023190281,0.000025422089,0.00013938628,0.0005688782,0.0106683,0.0011099322,0.567862,0.41913104,0.000027986547],"about_ca_topic_score_codex":0.00227757,"about_ca_topic_score_gemma":0.0018727881,"teacher_disagreement_score":0.02791712,"about_ca_system_score_codex":0.0028148151,"about_ca_system_score_gemma":0.008397974,"threshold_uncertainty_score":0.093392074},"labels":[],"label_agreement":null},{"id":"W3209608563","doi":"10.32920/ryerson.14644041.v1","title":"Light shapes space: how light influences our perception of space","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Materiality (auditing); Space (punctuation); Perception; Architecture; Computer science; Architectural engineering; Human–computer interaction; Engineering; Aesthetics; Visual arts; Psychology; Art","score_opus":0.010788914537738194,"score_gpt":0.22548996130662344,"score_spread":0.21470104676888524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209608563","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":[0.7225755,0.0015701749,0.042994283,0.003945754,0.00045898004,0.00006729146,0.00017552127,0.00028742544,0.22792512],"genre_scores_gemma":[0.9901376,0.0002820827,0.003234366,0.00022519147,0.000024965166,0.000017583407,0.000030049363,0.00011690582,0.005931142],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990326,0.00040301267,0.000016485128,0.00015653203,0.00024082135,0.00015057214],"domain_scores_gemma":[0.9992003,0.0003308951,0.00006876439,0.000076646844,0.00017312724,0.00015041884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005991748,0.00031920936,0.00020422337,0.00048712594,0.0021005673,0.0065651233,0.00048010083,0.00082201656,0.008134229],"category_scores_gemma":[0.002462712,0.0003539258,0.000546435,0.00042240095,0.0030993035,0.0036707858,0.0024008479,0.0014506951,0.0009105305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011843246,0.0004863973,0.0623213,0.00084285194,0.00031525324,0.0014949336,0.22912106,0.009035427,0.15000148,0.34412363,0.022978546,0.17809485],"study_design_scores_gemma":[0.00022109562,0.00089880393,0.181786,0.0006261759,0.00047002488,0.0017643104,0.14958203,0.024252536,0.03763902,0.2922092,0.3098967,0.0006541685],"about_ca_topic_score_codex":0.004749647,"about_ca_topic_score_gemma":0.004914284,"teacher_disagreement_score":0.008134229,"about_ca_system_score_codex":0.0011423266,"about_ca_system_score_gemma":0.00062878616,"threshold_uncertainty_score":0.027211666},"labels":[],"label_agreement":null},{"id":"W3209863474","doi":"10.32920/ryerson.14644488.v1","title":"On an architecture of atmosphere","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":32,"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":"Atmosphere (unit); Architecture; Conceptualization; Construct (python library); Architectural engineering; Computer science; Subject (documents); Focus (optics); Engineering; Visual arts; Art; Artificial intelligence; Geography; Meteorology","score_opus":0.007511223212309619,"score_gpt":0.21070264407390035,"score_spread":0.20319142086159073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209863474","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":[0.021771917,0.005517756,0.21315742,0.021675494,0.0015366515,0.00007659929,0.0001952062,0.000554225,0.73551464],"genre_scores_gemma":[0.7421931,0.0060129478,0.1181784,0.0030740914,0.0009481018,0.00025048846,0.00032456568,0.00089450285,0.12812378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99860877,0.00064223073,0.000036423207,0.00026094433,0.00028028231,0.00017143758],"domain_scores_gemma":[0.99944586,0.0001843446,0.00003232531,0.00013386949,0.00011119348,0.00009252181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009552262,0.0008045427,0.00037579148,0.00088592473,0.004110216,0.0071828435,0.0011742287,0.0022226477,0.015294472],"category_scores_gemma":[0.00196112,0.0004637113,0.0008324776,0.00073920056,0.014995916,0.008443451,0.0061043715,0.0036342111,0.0031862282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057553984,0.0000032173382,0.00007814449,0.00002177314,0.0000030040928,0.00003535646,0.0011995813,0.0011521957,0.00019495597,0.9918218,0.001805903,0.003678244],"study_design_scores_gemma":[0.000008256829,0.000018184375,0.00021393178,0.00006817239,0.000007282596,0.00008674776,0.0008836292,0.0022557357,0.00022264362,0.80660033,0.18961896,0.000016222348],"about_ca_topic_score_codex":0.003870413,"about_ca_topic_score_gemma":0.003972115,"teacher_disagreement_score":0.015294472,"about_ca_system_score_codex":0.0025964899,"about_ca_system_score_gemma":0.0018015852,"threshold_uncertainty_score":0.051165044},"labels":[],"label_agreement":null},{"id":"W3210493978","doi":"10.32920/ryerson.14645370","title":"On The Corporeality Of Atmosphere","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Atmosphere (unit); Embodied cognition; Architecture; Space (punctuation); Experiential learning; Architectural engineering; Aesthetics; Psychology; Computer science; Visual arts; Engineering; Art; Geography; Artificial intelligence; Meteorology","score_opus":0.01580665682313376,"score_gpt":0.20350584610536399,"score_spread":0.18769918928223023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210493978","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":[0.05175306,0.02271537,0.112521775,0.01416799,0.0009216948,0.000034228837,0.00020793406,0.00026232787,0.7974156],"genre_scores_gemma":[0.9284622,0.010551741,0.018102206,0.0018670921,0.00071852974,0.0000585658,0.00010752839,0.00015512496,0.03997695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992888,0.00036883226,0.000017024338,0.00011857886,0.00013859676,0.000068191395],"domain_scores_gemma":[0.999368,0.0003649419,0.000033116612,0.00010421594,0.000075079035,0.000054654192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075122865,0.0004620139,0.00025682346,0.00071438577,0.0015946886,0.0040577203,0.000471621,0.0009994807,0.005987262],"category_scores_gemma":[0.0018244539,0.0001899576,0.00025239287,0.000498491,0.019564664,0.005099504,0.003306174,0.0021432533,0.00075310085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006987746,0.0000025472787,0.000103409235,0.00003766773,0.000004201587,0.000050068713,0.0032234746,0.00037183502,0.00037716492,0.9883994,0.0010524214,0.006370873],"study_design_scores_gemma":[0.000006110056,0.000025126954,0.0007513176,0.00016084847,0.0000090627145,0.0001956799,0.0016388193,0.0008856163,0.00048675886,0.8736446,0.12217273,0.00002330904],"about_ca_topic_score_codex":0.0020865977,"about_ca_topic_score_gemma":0.0014521781,"teacher_disagreement_score":0.005987262,"about_ca_system_score_codex":0.0011448964,"about_ca_system_score_gemma":0.00072518503,"threshold_uncertainty_score":0.020029366},"labels":[],"label_agreement":null},{"id":"W3210896956","doi":"10.18777/ieashc-task41-2011-0001","title":"International Survey About Digital Tools Used by Architects for Solar Design","year":2011,"lang":"en","type":"report","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Toronto Metropolitan University","funders":"Natural Resources Canada","keywords":"Architectural engineering; Survey research; Computer science; Engineering; Business","score_opus":0.10003498726158715,"score_gpt":0.27015712039905665,"score_spread":0.1701221331374695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210896956","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":[0.94607866,0.0059678555,0.004288302,0.0014915534,0.000090304886,0.00020114618,0.0036439947,0.000100613535,0.038137592],"genre_scores_gemma":[0.9647288,0.0118359,0.0052452837,0.00093255437,0.00005607492,0.00034887297,0.0049533593,0.00006764895,0.011831606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99543035,0.0017721844,0.0007006094,0.00032338637,0.0013362302,0.0004371497],"domain_scores_gemma":[0.97934365,0.011411418,0.0037413314,0.0009970263,0.003480533,0.0010259341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004474238,0.0003314492,0.00033513346,0.0049241455,0.00050357555,0.0013618623,0.00026654598,0.0005930377,0.005040426],"category_scores_gemma":[0.0118296705,0.0003610551,0.0004067301,0.0055484064,0.00036494774,0.0020899225,0.00086506316,0.00061954337,0.0017342699],"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":[0.00018474787,0.00030935905,0.6251834,0.0017911034,0.00006880946,0.0004510709,0.07858591,0.00048741963,0.0035503523,0.002704898,0.024875566,0.26180735],"study_design_scores_gemma":[0.000010209838,0.0004512349,0.65154153,0.0011397037,0.000047506586,0.0011417419,0.1019364,0.0007820037,0.0013521427,0.00035567002,0.24117619,0.00006557966],"about_ca_topic_score_codex":0.0019371243,"about_ca_topic_score_gemma":0.0035492731,"teacher_disagreement_score":0.005040426,"about_ca_system_score_codex":0.00058347086,"about_ca_system_score_gemma":0.001023312,"threshold_uncertainty_score":0.023662329},"labels":[],"label_agreement":null},{"id":"W3211701357","doi":"10.29173/mocs168","title":"From Digital to Physical: Advancing Industrialized Construction through Digital Prototyping Processes","year":2015,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Workflow; Flexibility (engineering); Rapid prototyping; Systems engineering; Personalization; Architecture; Computer science; Engineering; Software engineering; Manufacturing engineering; Mechanical engineering; World Wide Web","score_opus":0.014357812858018236,"score_gpt":0.21908661105116128,"score_spread":0.20472879819314305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211701357","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":[0.038186155,0.0027113578,0.88668525,0.0013832744,0.00018963903,0.00010847194,0.000074403935,0.0010408574,0.06962065],"genre_scores_gemma":[0.40556133,0.0039162887,0.58384436,0.00023049476,0.00007925218,0.00012939569,0.00008522302,0.000153585,0.0060001644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986394,0.00043307067,0.000055420674,0.0001528127,0.0006256836,0.00009346627],"domain_scores_gemma":[0.99830484,0.00075610785,0.00011648768,0.00055321626,0.00017889478,0.00009041261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818646,0.00059619895,0.00029748247,0.00093509984,0.0006224259,0.0030633744,0.001257216,0.00076623255,0.004143179],"category_scores_gemma":[0.0025517156,0.0004051018,0.00048738162,0.0007279551,0.0031616974,0.0033552484,0.0027466856,0.001113541,0.0008339043],"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":[0.0001767875,0.00014916401,0.0014416388,0.00066063524,0.000026891177,0.00045915396,0.0019456039,0.038549904,0.050721508,0.59730834,0.003090538,0.30546984],"study_design_scores_gemma":[0.00014129154,0.0009220477,0.0021228192,0.00063798856,0.000070867405,0.0015052913,0.0014711801,0.13056509,0.13097449,0.32428703,0.40711185,0.00019014305],"about_ca_topic_score_codex":0.00071612524,"about_ca_topic_score_gemma":0.0008843977,"teacher_disagreement_score":0.004143179,"about_ca_system_score_codex":0.0010783939,"about_ca_system_score_gemma":0.0010961044,"threshold_uncertainty_score":0.013860285},"labels":[],"label_agreement":null},{"id":"W3213181606","doi":"10.32920/ryerson.14647461.v1","title":"Matured Infrastructures Strategizing Architectural Growth Through Infrastructure","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Framing (construction); Architectural engineering; Business; Engineering; Civil engineering; Geography","score_opus":0.007796003148676325,"score_gpt":0.21034146259419828,"score_spread":0.20254545944552196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213181606","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":[0.23708442,0.00080088846,0.25837058,0.010278185,0.00013474139,0.0002503833,0.00012008368,0.0003525439,0.49260825],"genre_scores_gemma":[0.8839695,0.00051827374,0.09297739,0.00018092885,0.000017158472,0.00010650469,0.000086875705,0.00010973282,0.022033645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986802,0.00062509836,0.00003530908,0.00015398065,0.00026151957,0.00024379908],"domain_scores_gemma":[0.9989191,0.00023276338,0.000084288775,0.00024202409,0.00023910201,0.00028267002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019446568,0.0005467953,0.00016856514,0.00078633736,0.001885191,0.0052342564,0.0009172972,0.0009019855,0.005617676],"category_scores_gemma":[0.002459399,0.00031677436,0.0002476639,0.00076577853,0.006131254,0.0045096236,0.005237542,0.0011729096,0.00073298445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019887319,0.000028572731,0.0018566833,0.00006149331,0.000009506425,0.0001650629,0.007542971,0.016406609,0.0016461213,0.94536155,0.0033116431,0.023589833],"study_design_scores_gemma":[0.000040944808,0.0001608262,0.0024883072,0.00021146172,0.000034591427,0.0002489944,0.025538053,0.057313666,0.0035246378,0.56625706,0.34414104,0.000040289728],"about_ca_topic_score_codex":0.014047121,"about_ca_topic_score_gemma":0.042925853,"teacher_disagreement_score":0.014047121,"about_ca_system_score_codex":0.007588738,"about_ca_system_score_gemma":0.007918761,"threshold_uncertainty_score":0.055060446},"labels":[],"label_agreement":null},{"id":"W3213384992","doi":"","title":"A Creative Redesign of Daemonolgie","year":2021,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Architecture and Computational Design","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":"MacEwan University","funders":"","keywords":"Mindset; Wife; History; Law; Sociology; Philosophy; Epistemology; Political science","score_opus":0.10419106986018095,"score_gpt":0.38985148933533514,"score_spread":0.2856604194751542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213384992","genre_codex":"methods","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":[0.07841276,0.0021080968,0.44976127,0.009293663,0.0033024852,0.0007523026,0.00026502187,0.007251053,0.4488534],"genre_scores_gemma":[0.26591876,0.0016850168,0.37476048,0.0033885466,0.00023651277,0.0005807379,0.0004151235,0.0039780242,0.34903678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639964,0.0015522523,0.000104957006,0.0005325248,0.0011158767,0.0002948039],"domain_scores_gemma":[0.9977991,0.000613682,0.00008736536,0.00082478643,0.00046427565,0.00021082428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003214855,0.00070997584,0.00036956478,0.0011804046,0.002900488,0.0055891536,0.0018738841,0.0013584056,0.020036312],"category_scores_gemma":[0.0052807657,0.00084305793,0.00070871005,0.0005923745,0.003644203,0.0068747373,0.0053490647,0.0032021361,0.0037541098],"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":[0.00016535097,0.00031498328,0.0015172105,0.00034764802,0.000038300244,0.0005145827,0.029052371,0.0038454586,0.008044051,0.5230637,0.08997275,0.3431236],"study_design_scores_gemma":[0.000024625011,0.000104304716,0.00029442657,0.00016913429,0.000012802681,0.00043478768,0.004465282,0.003675942,0.0030680303,0.027972057,0.95973533,0.00004334802],"about_ca_topic_score_codex":0.0018727595,"about_ca_topic_score_gemma":0.005423246,"teacher_disagreement_score":0.020036312,"about_ca_system_score_codex":0.001724074,"about_ca_system_score_gemma":0.0020824089,"threshold_uncertainty_score":0.067028105},"labels":[],"label_agreement":null},{"id":"W3214146314","doi":"","title":"Going Down Slow - A Snowy Take on Jazz and Blues","year":2021,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Architecture and Computational Design","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":"MacEwan University","funders":"","keywords":"Blues; Jazz; Visual arts; Chose; Snow; Art; Introspection; Active listening; Psychology; Art history; Advertising; Meteorology; Geography; Communication; Political science","score_opus":0.05922467364313838,"score_gpt":0.35466022639617856,"score_spread":0.2954355527530402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214146314","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":[0.19861068,0.0030432015,0.08245227,0.08872262,0.019178558,0.0005939931,0.0009986351,0.006224873,0.60017514],"genre_scores_gemma":[0.53221583,0.0017603617,0.02085508,0.028967692,0.0012373638,0.0005555587,0.00035421192,0.0026082143,0.41144565],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858177,0.0005961043,0.000027990145,0.00016586846,0.00038950943,0.0002387882],"domain_scores_gemma":[0.9972191,0.000549418,0.00012392944,0.00032632813,0.00073859474,0.0010427434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023330206,0.0005656047,0.00036853677,0.00029954236,0.005257542,0.005216331,0.00071108394,0.0012939563,0.046268906],"category_scores_gemma":[0.007434626,0.00044585273,0.00037628654,0.00026724066,0.001926741,0.0032917997,0.0029109726,0.0034581677,0.020828653],"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":[0.0006635232,0.00037034127,0.0052918294,0.00030883058,0.000050845665,0.000841942,0.037862424,0.00044873217,0.010932306,0.02266014,0.7805312,0.14003791],"study_design_scores_gemma":[0.00005635528,0.0004614414,0.0048064115,0.00021971363,0.000022203074,0.00052796915,0.03819746,0.00051220815,0.002272577,0.0063492847,0.94648385,0.00009050741],"about_ca_topic_score_codex":0.0020969773,"about_ca_topic_score_gemma":0.006712098,"teacher_disagreement_score":0.046268906,"about_ca_system_score_codex":0.0009320346,"about_ca_system_score_gemma":0.00093122467,"threshold_uncertainty_score":0.15478492},"labels":[],"label_agreement":null},{"id":"W3214503593","doi":"","title":"Revisiting the Heuristic Relevance of the Kinesthetic Body in Drawing for Architecture","year":2021,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Université de Montréal","funders":"","keywords":"Kinesthetic learning; Relevance (law); Heuristic; Architecture; Computer science; Artificial intelligence; Psychology; Visual arts; Art; Mathematics education; Political science","score_opus":0.0064293908972665355,"score_gpt":0.2093671623417447,"score_spread":0.20293777144447817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214503593","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":[0.13546956,0.0019632315,0.36501074,0.01026543,0.00052661874,0.00011645264,0.00020532729,0.00026087547,0.48618174],"genre_scores_gemma":[0.9597699,0.0005179572,0.031219874,0.00034972248,0.00008337033,0.000042851818,0.00009525841,0.00016006958,0.0077610235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99897134,0.00047466924,0.000044527194,0.00019724267,0.00022239661,0.00008977515],"domain_scores_gemma":[0.9972766,0.0016062028,0.00019090918,0.00050264684,0.00030936682,0.00011432762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014339909,0.0005449506,0.00034429066,0.0014092268,0.0016393749,0.0051497123,0.001781606,0.0015254703,0.01649796],"category_scores_gemma":[0.010358552,0.0005120238,0.00052488997,0.0011694629,0.013679856,0.00826254,0.0018880625,0.0022657835,0.00156292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020783631,0.000010130755,0.0004742433,0.0000710753,0.00000692467,0.00005479968,0.0018246319,0.0013596218,0.0002520093,0.9845477,0.000648883,0.01072921],"study_design_scores_gemma":[0.000016881067,0.000015930584,0.00087875675,0.00006939525,0.000009320353,0.000110674075,0.001252488,0.0056762993,0.00035910332,0.98028815,0.0113080805,0.000014981307],"about_ca_topic_score_codex":0.0049419063,"about_ca_topic_score_gemma":0.0068300944,"teacher_disagreement_score":0.01649796,"about_ca_system_score_codex":0.0017176226,"about_ca_system_score_gemma":0.0015533941,"threshold_uncertainty_score":0.05519122},"labels":[],"label_agreement":null},{"id":"W3215223875","doi":"10.32920/ryerson.14665908.v1","title":"A framework for emergence: embracing ecological principles in post-industrial landscapes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Anthropocene; Ecology; Mindset; Earth science; Environmental resource management; Environmental ethics; Geography; Environmental science; Computer science; Geology","score_opus":0.05082483669166347,"score_gpt":0.27710497547524887,"score_spread":0.2262801387835854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215223875","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":[0.021425268,0.0026046345,0.86435807,0.011483061,0.00022240324,0.000088111505,0.0000760036,0.00013546407,0.099606946],"genre_scores_gemma":[0.6917225,0.002033059,0.29151487,0.0007060923,0.00018210385,0.00047178005,0.00008806521,0.00013922549,0.013142392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998629,0.0008442818,0.00005112613,0.00018613087,0.00015744953,0.00013201803],"domain_scores_gemma":[0.9988813,0.0005977652,0.00009274615,0.00017431681,0.00010963879,0.00014423337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002523525,0.00070268055,0.0004996141,0.0011377643,0.00226524,0.005832142,0.0021329415,0.00223846,0.003086656],"category_scores_gemma":[0.002702668,0.00045416504,0.00092561194,0.0010173043,0.019382246,0.0069460054,0.0045870394,0.0032965075,0.000397418],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.594248e-7,0.0000024306319,0.000054151576,0.000006385031,0.0000011843289,0.000022299617,0.00040959712,0.0018113547,0.000027819922,0.9964999,0.00013500008,0.0010290704],"study_design_scores_gemma":[0.0000044885683,0.000004042812,0.00006381991,0.000020664591,0.0000015998684,0.00002657643,0.0003350575,0.005723948,0.000033147942,0.982665,0.011117464,0.0000041205367],"about_ca_topic_score_codex":0.004532825,"about_ca_topic_score_gemma":0.0057855295,"teacher_disagreement_score":0.005832142,"about_ca_system_score_codex":0.003698791,"about_ca_system_score_gemma":0.0019058789,"threshold_uncertainty_score":0.026836753},"labels":[],"label_agreement":null},{"id":"W3215278257","doi":"10.32920/ryerson.14647260.v1","title":"Corporeal architecture: a material response to sensorial experience","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Perception; Visual arts; Aesthetics; Focus (optics); Sociology; Work (physics); Art; Art history; Epistemology; Engineering; Philosophy","score_opus":0.011338637029859235,"score_gpt":0.22891602876729955,"score_spread":0.2175773917374403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215278257","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":[0.4604959,0.0016846446,0.044623543,0.009189091,0.00042228206,0.000088256515,0.00011742722,0.00029515286,0.48308367],"genre_scores_gemma":[0.9811761,0.00026872416,0.0036474701,0.00043280612,0.00005120929,0.000038722097,0.000030134031,0.000132634,0.014222139],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99763596,0.0013163532,0.000044989487,0.00028411706,0.00054139894,0.00017725042],"domain_scores_gemma":[0.99785197,0.0012868376,0.00012825103,0.00034365954,0.00019579552,0.00019355763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022537154,0.00036744835,0.00022466363,0.0011588235,0.0036149018,0.008217955,0.00079305284,0.0011968582,0.008845925],"category_scores_gemma":[0.0059493994,0.0002734921,0.0004318984,0.0008607399,0.017834917,0.0068867607,0.007523142,0.0019385334,0.00047356915],"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":[0.00012298216,0.00005428264,0.002514761,0.00025285804,0.000022157961,0.0011774471,0.5554015,0.00064562174,0.010457823,0.39368182,0.003917446,0.031751223],"study_design_scores_gemma":[0.00008040715,0.00038761442,0.010365926,0.0004875364,0.000056931363,0.0021824636,0.4041153,0.0022071812,0.006172585,0.18538296,0.38846904,0.0000919793],"about_ca_topic_score_codex":0.00096208195,"about_ca_topic_score_gemma":0.001375549,"teacher_disagreement_score":0.008845925,"about_ca_system_score_codex":0.0019081533,"about_ca_system_score_gemma":0.0009812686,"threshold_uncertainty_score":0.029592574},"labels":[],"label_agreement":null},{"id":"W3216213966","doi":"10.3390/app112411946","title":"Rigidity through a Projective Lens","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lens (geology); Projective test; Rigidity (electromagnetism); Mathematics; Optics; Physics; Pure mathematics; Engineering; Structural engineering","score_opus":0.03202120885346605,"score_gpt":0.24346090932755945,"score_spread":0.2114397004740934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216213966","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":[0.042230032,0.0042200303,0.728481,0.004213692,0.0005309593,0.000041042087,0.00030999922,0.00047308335,0.21950017],"genre_scores_gemma":[0.8512285,0.0047170897,0.10536117,0.0012682236,0.00090610917,0.00008064926,0.00036799602,0.00024613566,0.035824228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986492,0.00039072445,0.000058635807,0.0003345963,0.00044137804,0.00012543831],"domain_scores_gemma":[0.9990269,0.00035232457,0.00012619322,0.0002673307,0.00014165747,0.000085570995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011314454,0.0005915276,0.00037170475,0.0011363453,0.0012573687,0.0026088604,0.0007432211,0.0010223088,0.009660627],"category_scores_gemma":[0.0021302437,0.00036770452,0.00077135494,0.00083713426,0.006260883,0.0054831165,0.0025370969,0.002127639,0.0017094007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024788044,0.000001015659,0.000027219003,0.000012596993,0.000001883,0.000015914618,0.000054299955,0.00095629884,0.00013585293,0.9959396,0.0003352351,0.002517578],"study_design_scores_gemma":[0.00000381749,0.000026596157,0.00025094638,0.00003218626,0.0000063757034,0.00016724381,0.00009970388,0.0064669424,0.0005520333,0.96403265,0.028345078,0.000016620419],"about_ca_topic_score_codex":0.0011808291,"about_ca_topic_score_gemma":0.00095860177,"teacher_disagreement_score":0.009660627,"about_ca_system_score_codex":0.0012389383,"about_ca_system_score_gemma":0.0005967299,"threshold_uncertainty_score":0.032318056},"labels":[],"label_agreement":null},{"id":"W3217010081","doi":"10.32920/ryerson.14646933.v1","title":"Re: Purpose I reframing the purpose of construction waste","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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":"Reuse; Context (archaeology); Cognitive reframing; Construction waste; Architectural engineering; Architecture; Psychological intervention; Engineering; Environmental planning; Waste management; Civil engineering; Environmental science; Geography","score_opus":0.009828855198508495,"score_gpt":0.20692815198793918,"score_spread":0.1970992967894307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217010081","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":[0.05066844,0.0030225492,0.14120044,0.026354771,0.0028750303,0.00016072766,0.00031176684,0.00089866074,0.77450764],"genre_scores_gemma":[0.7584762,0.0033600118,0.06306091,0.004278215,0.00063215714,0.00037887006,0.00051525584,0.0026023777,0.16669595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950465,0.0028172592,0.00018197174,0.00055004394,0.0008893449,0.00051485514],"domain_scores_gemma":[0.9959299,0.0013960057,0.0002741675,0.0013832371,0.0006749774,0.00034177199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003731798,0.0009184294,0.00050018734,0.0015016742,0.0038791369,0.012051717,0.0015939251,0.0030412322,0.015251106],"category_scores_gemma":[0.0086328825,0.00059699075,0.0009862634,0.001537975,0.013287172,0.018659536,0.008900848,0.0035529244,0.004268072],"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":[0.000036100002,0.000023679973,0.00090578746,0.00016132569,0.0000064623637,0.00019649809,0.016975557,0.0007879471,0.0008100115,0.94640815,0.011355705,0.022332784],"study_design_scores_gemma":[0.000010415086,0.000046424702,0.0007709954,0.00047693017,0.000016797167,0.0004808464,0.02761146,0.001723196,0.0013587811,0.23828478,0.7291739,0.000045427147],"about_ca_topic_score_codex":0.0030393708,"about_ca_topic_score_gemma":0.00526632,"teacher_disagreement_score":0.015251106,"about_ca_system_score_codex":0.0030798803,"about_ca_system_score_gemma":0.002909636,"threshold_uncertainty_score":0.051020026},"labels":[],"label_agreement":null},{"id":"W34215500","doi":"10.1016/j.healun.2021.05.017","title":"Captive the life of our static buildings","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Architectural engineering; Engineering; Forensic engineering; Environmental ethics; Philosophy","score_opus":0.009099176087974113,"score_gpt":0.22566199223377678,"score_spread":0.21656281614580267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34215500","genre_codex":"commentary","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":[0.008084123,0.016098855,0.01013622,0.3573119,0.3139077,0.00021464612,0.003854082,0.0021517528,0.28824067],"genre_scores_gemma":[0.05196399,0.0071701705,0.007456839,0.06029859,0.04762804,0.00023428748,0.0017344287,0.0019251782,0.8215885],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989322,0.00031927373,0.000037884092,0.00024489372,0.00033761607,0.00012812395],"domain_scores_gemma":[0.9960824,0.00041790467,0.00019947185,0.00049499806,0.0018062686,0.0009989027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013841044,0.0018053581,0.0008844997,0.0010481367,0.007857101,0.0072120074,0.0012405738,0.0025249391,0.12078376],"category_scores_gemma":[0.007800584,0.0005314367,0.0008640832,0.00067233935,0.0036022745,0.004776303,0.0040792073,0.009340055,0.07700593],"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":[0.00005430463,0.0000218095,0.00026013228,0.000062991465,0.000008410757,0.00024853926,0.0014220956,0.000094529205,0.0005056409,0.009140206,0.9683083,0.019872908],"study_design_scores_gemma":[0.0000029277815,0.000013486869,0.00017038282,0.000056192825,0.0000031108673,0.00017618357,0.0011532701,0.000029168083,0.00014921167,0.0017327743,0.9965031,0.000010251897],"about_ca_topic_score_codex":0.00541227,"about_ca_topic_score_gemma":0.013175453,"teacher_disagreement_score":0.12078376,"about_ca_system_score_codex":0.0018905345,"about_ca_system_score_gemma":0.0016005833,"threshold_uncertainty_score":0.4040619},"labels":[],"label_agreement":null},{"id":"W350693456","doi":"","title":"Consumption Postmodernism/LE POST-MODERNISME DE CONSOMMATION","year":2011,"lang":"fr","type":"article","venue":"Cross-cultural communication","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Postmodernism; Modernism (music); Criticism; Functionalism (philosophy of mind); Philosophy; Aesthetics; Nothing; Art history; Sociology; Humanities; Art; Literature; Epistemology","score_opus":0.0449920259576956,"score_gpt":0.29836722891604583,"score_spread":0.25337520295835025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W350693456","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":[0.08556096,0.019372746,0.037815493,0.1107111,0.0025577482,0.000055737994,0.000080661426,0.00015068876,0.7436949],"genre_scores_gemma":[0.93277115,0.0027292676,0.0033043688,0.00409611,0.0010634816,0.000085947606,0.000028219956,0.00012630166,0.055795114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925073,0.0047306176,0.00015445166,0.00057214824,0.0017344522,0.00030120747],"domain_scores_gemma":[0.9930535,0.0036387744,0.00055042584,0.001208347,0.001234602,0.00031434782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009922075,0.0006401614,0.00038703365,0.0015544351,0.004691977,0.008620172,0.00091524224,0.0038701538,0.008046988],"category_scores_gemma":[0.0076528564,0.00025955786,0.00036986385,0.0015730964,0.047381666,0.008621537,0.0036082251,0.0044892626,0.0008579571],"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":[0.00001130773,0.000006994063,0.000115034774,0.000025982876,0.0000013559826,0.000020640398,0.005360265,0.000058271613,0.0001060745,0.98747,0.0025507263,0.004273488],"study_design_scores_gemma":[0.00002098617,0.00004867166,0.0007271745,0.00029066237,0.000006516905,0.00018275622,0.006621823,0.00081218977,0.0007649492,0.60257363,0.3879274,0.000023257437],"about_ca_topic_score_codex":0.0019109743,"about_ca_topic_score_gemma":0.0020009219,"teacher_disagreement_score":0.009922075,"about_ca_system_score_codex":0.008740896,"about_ca_system_score_gemma":0.0038781364,"threshold_uncertainty_score":0.06342},"labels":[],"label_agreement":null},{"id":"W35829682","doi":"10.1039/d1fo04109f","title":"Development and refurbishment of energy-efficient residential districts based on collective self-organised housing processes","year":2012,"lang":"en","type":"article","venue":"Food & Function","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs; BioFuelNet Canada","keywords":"Architectural engineering; Environmental planning; Business; Geography; Engineering","score_opus":0.008618245600772132,"score_gpt":0.17526184097718547,"score_spread":0.16664359537641335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35829682","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":[0.95005053,0.00036801142,0.043001805,0.00005855329,0.000029318628,0.00011723493,0.00013185426,0.00026596076,0.005976689],"genre_scores_gemma":[0.9614375,0.00024765226,0.033729628,0.000011784692,0.0000064666856,0.00007604145,0.00019437984,0.00002851731,0.004268023],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986804,0.000023066345,0.0000051984453,0.000033430424,0.00003529341,0.000034955956],"domain_scores_gemma":[0.9999274,0.000006031891,0.000015380661,0.000014632113,0.000017870745,0.000018648338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017732836,0.00023413225,0.00021604045,0.0003421078,0.00032765145,0.0004962847,0.0005672765,0.00020411963,0.0014881635],"category_scores_gemma":[0.00015388972,0.000094587725,0.00024323075,0.00034960752,0.00020628574,0.0003457677,0.00055648736,0.00017723827,0.0005558504],"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":[0.00035169258,0.0012068647,0.043182906,0.00054082635,0.000099090386,0.0010746865,0.0013601697,0.048073847,0.48892367,0.00807553,0.0024641296,0.4046467],"study_design_scores_gemma":[0.00012100046,0.004273496,0.20626912,0.00016915193,0.00033414588,0.0012442963,0.008996666,0.18924882,0.451462,0.0038350516,0.13392395,0.0001223767],"about_ca_topic_score_codex":0.0013397015,"about_ca_topic_score_gemma":0.0049847597,"teacher_disagreement_score":0.0014881635,"about_ca_system_score_codex":0.0002754353,"about_ca_system_score_gemma":0.00035593114,"threshold_uncertainty_score":0.0049783587},"labels":[],"label_agreement":null},{"id":"W36279159","doi":"10.2196/35628","title":"Busan International Architectural Design Seminar","year":2003,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architectural design; Architectural engineering; Architecture; Computer science; Business; Engineering; Geography","score_opus":0.03368521335873869,"score_gpt":0.3082083955972427,"score_spread":0.274523182238504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36279159","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":[0.007034238,0.021268241,0.054382253,0.054984562,0.020260682,0.00020735821,0.0019374498,0.003941946,0.83598334],"genre_scores_gemma":[0.021836115,0.011328475,0.017429408,0.0024247314,0.0017057025,0.00015300006,0.0013553898,0.0012228029,0.9425442],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920374,0.00015271646,0.000032805314,0.00012601566,0.00037116278,0.00011362233],"domain_scores_gemma":[0.9991509,0.000120221644,0.000020978718,0.00010512022,0.00033006122,0.00027274483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025970293,0.0012818072,0.00037666337,0.0012542659,0.0016422558,0.003176875,0.0009225712,0.0010976613,0.20959686],"category_scores_gemma":[0.0020830738,0.0005206165,0.0008091053,0.0008316225,0.00068913,0.0024726512,0.002418223,0.0018402955,0.05853244],"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":[0.00005777876,0.00003942011,0.0001901719,0.00009379788,0.000009798619,0.00010656013,0.00021201615,0.000994259,0.001320979,0.028229171,0.8420499,0.12669615],"study_design_scores_gemma":[0.0000088521065,0.000024147324,0.00019156461,0.000070130285,0.0000048654165,0.000110456866,0.00014776844,0.00060460065,0.00045868583,0.007457674,0.9909151,0.0000061380524],"about_ca_topic_score_codex":0.0019366163,"about_ca_topic_score_gemma":0.008624932,"teacher_disagreement_score":0.20959686,"about_ca_system_score_codex":0.0024125597,"about_ca_system_score_gemma":0.0025292255,"threshold_uncertainty_score":0.70117134},"labels":[],"label_agreement":null},{"id":"W4200078855","doi":"10.32920/16811512.v1","title":"Bodies In Aarchitecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"The Imaginary; Architecture; Determinism; Assemblage (archaeology); Focus (optics); Sociology; Human body; Epistemology; Self; Work (physics); Computer science; Engineering; History; Visual arts; Art; Psychology; Artificial intelligence; Philosophy; Psychoanalysis; Physics","score_opus":0.008874850383208784,"score_gpt":0.20633881118406652,"score_spread":0.19746396080085774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200078855","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":[0.05030053,0.0033645332,0.07631228,0.004442963,0.0005171176,0.000072108356,0.00015574989,0.0005206965,0.8643141],"genre_scores_gemma":[0.7240048,0.0018134889,0.046700485,0.00051584543,0.00009858339,0.00013693528,0.00027812942,0.00028567348,0.22616605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899143,0.00041989126,0.000038607064,0.0002417219,0.00018450979,0.00012392979],"domain_scores_gemma":[0.99948114,0.00013046173,0.000043618642,0.00017398207,0.000082212784,0.000088599954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008126039,0.0003209114,0.00023118505,0.00089432375,0.004132353,0.008819312,0.00074215385,0.0014145641,0.02718285],"category_scores_gemma":[0.0012566055,0.00035404766,0.00043829367,0.00085541763,0.012754497,0.0064992644,0.004987378,0.0012315155,0.0036333392],"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":[0.000012976701,0.000007725867,0.00026219743,0.000030346435,0.0000034055163,0.00005950912,0.0048463484,0.0005291435,0.0002963689,0.97840196,0.0024238282,0.013126306],"study_design_scores_gemma":[0.000010972752,0.000043154654,0.0011955323,0.00015089069,0.000017401238,0.00035346192,0.0060133636,0.002254303,0.0006892251,0.380665,0.608583,0.000023741071],"about_ca_topic_score_codex":0.005316296,"about_ca_topic_score_gemma":0.006739488,"teacher_disagreement_score":0.02718285,"about_ca_system_score_codex":0.0023203602,"about_ca_system_score_gemma":0.0014121722,"threshold_uncertainty_score":0.09093571},"labels":[],"label_agreement":null},{"id":"W4200090887","doi":"10.32920/16655041.v1","title":"Experiments In New-Wood Through Digital Making","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Process (computing); Computer science; Programming language","score_opus":0.02925464166746187,"score_gpt":0.2687127707134227,"score_spread":0.23945812904596084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200090887","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":[0.7477056,0.0007042481,0.057952307,0.00079607294,0.0005631893,0.00049198,0.0005697991,0.0005143896,0.19070253],"genre_scores_gemma":[0.9426437,0.00036131497,0.031876754,0.00017854331,0.000030142777,0.0002758995,0.0002569565,0.00018006553,0.024196532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990681,0.00022169137,0.000051339495,0.00023986354,0.00029900335,0.00012005931],"domain_scores_gemma":[0.997511,0.0012547765,0.00011246065,0.0008426075,0.00012960348,0.00014942912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014394157,0.0004562648,0.0004254429,0.0004089456,0.00087213365,0.0019174544,0.001095655,0.00094242423,0.026112445],"category_scores_gemma":[0.0038309437,0.00028733336,0.00044727838,0.00049350597,0.0026241778,0.003711905,0.002052488,0.0012305464,0.0018542971],"study_design_candidate":"bench_or_experimental","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":[0.0028111092,0.0052719363,0.0034736362,0.0015688383,0.00011200781,0.0010407624,0.0095614595,0.03518139,0.15934485,0.59423405,0.007919217,0.17948072],"study_design_scores_gemma":[0.0009461954,0.0061295596,0.007934617,0.0005102618,0.00019055457,0.0008218351,0.0073985094,0.06612848,0.30516186,0.36957327,0.23496827,0.00023664722],"about_ca_topic_score_codex":0.0005212757,"about_ca_topic_score_gemma":0.00084677426,"teacher_disagreement_score":0.026112445,"about_ca_system_score_codex":0.0006405242,"about_ca_system_score_gemma":0.00042116962,"threshold_uncertainty_score":0.08735478},"labels":[],"label_agreement":null},{"id":"W4200232233","doi":"10.32920/16811473.v1","title":"Corporeality: a haptic space","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University; Society for the Study of Architecture in Canada","funders":"","keywords":"Haptic technology; Perception; Space (punctuation); Haptic perception; Sight; Architecture; Psychology; Cognitive science; Communication; Computer science; Aesthetics; Cognitive psychology; Human–computer interaction; Artificial intelligence; Visual arts; Art; Neuroscience","score_opus":0.015553534154677646,"score_gpt":0.21060801139170793,"score_spread":0.1950544772370303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200232233","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":[0.0612653,0.008320957,0.30541167,0.010030416,0.0014438826,0.0000683058,0.00014948085,0.000718653,0.6125913],"genre_scores_gemma":[0.8815279,0.0028759195,0.044966556,0.00080618355,0.00039271053,0.00007373065,0.00007658356,0.00016028043,0.06912005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99964416,0.00012813082,0.000011350737,0.000067121626,0.00011380582,0.000035434186],"domain_scores_gemma":[0.9997589,0.00008115069,0.000019292615,0.000061846215,0.00004164698,0.0000371654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004034169,0.0004093836,0.00020864441,0.0003840141,0.00086100365,0.004518623,0.00044013045,0.0010883735,0.013711328],"category_scores_gemma":[0.0010693453,0.00022781859,0.00035797275,0.00030129522,0.0071245646,0.0047338367,0.002788275,0.0013238997,0.0012055398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016154816,0.0000041284475,0.000076735014,0.00006169337,0.000004533529,0.00008426848,0.0012745191,0.0006047851,0.002539258,0.9826904,0.0012082921,0.011435218],"study_design_scores_gemma":[0.000026754215,0.00010335313,0.0008570607,0.00016040348,0.000014212743,0.0006563228,0.001955788,0.007258619,0.0026588996,0.82477045,0.16150434,0.00003397664],"about_ca_topic_score_codex":0.00055395375,"about_ca_topic_score_gemma":0.00035420057,"teacher_disagreement_score":0.013711328,"about_ca_system_score_codex":0.000775765,"about_ca_system_score_gemma":0.00049192976,"threshold_uncertainty_score":0.045868993},"labels":[],"label_agreement":null},{"id":"W4200245782","doi":"10.32920/16655041","title":"Experiments In New-Wood Through Digital Making","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Process (computing); Field (mathematics); Computer science; Mathematics; Programming language; Pure mathematics","score_opus":0.02925464166746187,"score_gpt":0.2687127707134227,"score_spread":0.23945812904596084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200245782","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":[0.7477056,0.0007042481,0.057952307,0.00079607294,0.0005631893,0.00049198,0.0005697991,0.0005143896,0.19070253],"genre_scores_gemma":[0.9426437,0.00036131497,0.031876754,0.00017854331,0.000030142777,0.0002758995,0.0002569565,0.00018006553,0.024196532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990681,0.00022169137,0.000051339495,0.00023986354,0.00029900335,0.00012005931],"domain_scores_gemma":[0.997511,0.0012547765,0.00011246065,0.0008426075,0.00012960348,0.00014942912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014394157,0.0004562648,0.0004254429,0.0004089456,0.00087213365,0.0019174544,0.001095655,0.00094242423,0.026112445],"category_scores_gemma":[0.0038309437,0.00028733336,0.00044727838,0.00049350597,0.0026241778,0.003711905,0.002052488,0.0012305464,0.0018542971],"study_design_candidate":"bench_or_experimental","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":[0.0028111092,0.0052719363,0.0034736362,0.0015688383,0.00011200781,0.0010407624,0.0095614595,0.03518139,0.15934485,0.59423405,0.007919217,0.17948072],"study_design_scores_gemma":[0.0009461954,0.0061295596,0.007934617,0.0005102618,0.00019055457,0.0008218351,0.0073985094,0.06612848,0.30516186,0.36957327,0.23496827,0.00023664722],"about_ca_topic_score_codex":0.0005212757,"about_ca_topic_score_gemma":0.00084677426,"teacher_disagreement_score":0.026112445,"about_ca_system_score_codex":0.0006405242,"about_ca_system_score_gemma":0.00042116962,"threshold_uncertainty_score":0.08735478},"labels":[],"label_agreement":null},{"id":"W4200353549","doi":"10.32920/16811512","title":"Bodies In Architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"The Imaginary; Architecture; Determinism; Focus (optics); Sociology; Assemblage (archaeology); Computer science; Epistemology; Data science; Architectural engineering; Visual arts; History; Engineering; Art; Psychology; Philosophy; Psychoanalysis","score_opus":0.009030341752144308,"score_gpt":0.20527408854166865,"score_spread":0.19624374678952433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200353549","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":[0.026774172,0.010206044,0.08310778,0.01713055,0.00080321735,0.000054579134,0.00012719881,0.00029175388,0.8615048],"genre_scores_gemma":[0.8202056,0.0059287967,0.031778302,0.0010906187,0.00034230173,0.00013452131,0.00015566604,0.0002519837,0.1401121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998973,0.000548442,0.000034152683,0.00015987048,0.00017737562,0.00010721258],"domain_scores_gemma":[0.9995209,0.00016514803,0.00004207824,0.00012133665,0.000083112165,0.00006741966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009844637,0.00043923812,0.00023014414,0.0010819151,0.003562685,0.0073885014,0.0005768979,0.001582852,0.014927552],"category_scores_gemma":[0.001744569,0.00030976473,0.00037259347,0.001121827,0.019072065,0.00745616,0.0039496366,0.0018012689,0.0021044342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021178996,0.0000016071125,0.000068770656,0.000011719359,9.542343e-7,0.000010733878,0.0012825415,0.00046039367,0.000041157284,0.9927505,0.0014678652,0.0039015615],"study_design_scores_gemma":[0.0000048489173,0.000010058321,0.0002597645,0.00006896872,0.000003637585,0.00006251882,0.0018320499,0.0011990992,0.00012259328,0.77119434,0.22523439,0.000007751141],"about_ca_topic_score_codex":0.0062538288,"about_ca_topic_score_gemma":0.005615239,"teacher_disagreement_score":0.014927552,"about_ca_system_score_codex":0.0035087215,"about_ca_system_score_gemma":0.001753171,"threshold_uncertainty_score":0.049937665},"labels":[],"label_agreement":null},{"id":"W4200393350","doi":"10.32920/16811530.v1","title":"A Theory Of Vertical Architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Tower; Architecture; Realm; Space (punctuation); Plot (graphics); Value (mathematics); Architectural engineering; Mathematics; Geography; Engineering; Computer science; Civil engineering; Political science; Law","score_opus":0.009925792290436686,"score_gpt":0.20579653428343544,"score_spread":0.19587074199299875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200393350","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":[0.025510214,0.0028217244,0.29568073,0.00560985,0.00044455144,0.000055113964,0.0003406967,0.00030000356,0.6692371],"genre_scores_gemma":[0.7801156,0.0033212123,0.07505257,0.0010752388,0.0004674675,0.00020887327,0.00047417695,0.00023186141,0.13905305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996014,0.000118579985,0.0000134012,0.0000775104,0.00010025541,0.000088972185],"domain_scores_gemma":[0.99963844,0.00009812313,0.000037019014,0.00007787448,0.00008547285,0.00006302319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048311765,0.0005077953,0.00026430763,0.0008574255,0.0018661034,0.003503164,0.0007915817,0.0011769066,0.023497272],"category_scores_gemma":[0.0011316076,0.00031267124,0.0008119614,0.0009235083,0.005151758,0.005562173,0.0021770482,0.0015633716,0.0027974383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.789729e-7,0.0000011321778,0.000042255146,0.0000048478087,0.0000010104525,0.000008464653,0.000052424937,0.00058418664,0.000028372306,0.99706,0.0007945604,0.0014217136],"study_design_scores_gemma":[0.0000043191403,0.0000050912977,0.00009810781,0.000019406283,0.0000024362519,0.000038627328,0.00012980375,0.0039738133,0.000052817544,0.96298194,0.03269043,0.0000032735304],"about_ca_topic_score_codex":0.0051769516,"about_ca_topic_score_gemma":0.0048715416,"teacher_disagreement_score":0.023497272,"about_ca_system_score_codex":0.0022600591,"about_ca_system_score_gemma":0.0014721111,"threshold_uncertainty_score":0.07860625},"labels":[],"label_agreement":null},{"id":"W4200524990","doi":"10.32920/16811473","title":"Corporeality: a haptic space","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University; Society for the Study of Architecture in Canada","funders":"","keywords":"Haptic technology; Perception; Space (punctuation); Haptic perception; Sight; Architecture; Psychology; Cognitive science; Communication; Computer science; Human–computer interaction; Cognitive psychology; Artificial intelligence; Visual arts; Art; Neuroscience","score_opus":0.015553534154677646,"score_gpt":0.21060801139170793,"score_spread":0.1950544772370303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200524990","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":[0.0612653,0.008320957,0.30541167,0.010030416,0.0014438826,0.0000683058,0.00014948085,0.000718653,0.6125913],"genre_scores_gemma":[0.8815279,0.0028759195,0.044966556,0.00080618355,0.00039271053,0.00007373065,0.00007658356,0.00016028043,0.06912005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99964416,0.00012813082,0.000011350737,0.000067121626,0.00011380582,0.000035434186],"domain_scores_gemma":[0.9997589,0.00008115069,0.000019292615,0.000061846215,0.00004164698,0.0000371654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004034169,0.0004093836,0.00020864441,0.0003840141,0.00086100365,0.004518623,0.00044013045,0.0010883735,0.013711328],"category_scores_gemma":[0.0010693453,0.00022781859,0.00035797275,0.00030129522,0.0071245646,0.0047338367,0.002788275,0.0013238997,0.0012055398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016154816,0.0000041284475,0.000076735014,0.00006169337,0.000004533529,0.00008426848,0.0012745191,0.0006047851,0.002539258,0.9826904,0.0012082921,0.011435218],"study_design_scores_gemma":[0.000026754215,0.00010335313,0.0008570607,0.00016040348,0.000014212743,0.0006563228,0.001955788,0.007258619,0.0026588996,0.82477045,0.16150434,0.00003397664],"about_ca_topic_score_codex":0.00055395375,"about_ca_topic_score_gemma":0.00035420057,"teacher_disagreement_score":0.013711328,"about_ca_system_score_codex":0.000775765,"about_ca_system_score_gemma":0.00049192976,"threshold_uncertainty_score":0.045868993},"labels":[],"label_agreement":null},{"id":"W4200532834","doi":"10.29147/datjournal.v6i4.494","title":"Código e estampa: Algoritmos potencializando projetos de design","year":2021,"lang":"pt","type":"article","venue":"DAT Journal","topic":"Architecture and Computational Design","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":"Network for Business Sustainability","funders":"","keywords":"Humanities; Physics; Computer science; Philosophy","score_opus":0.025360219729589583,"score_gpt":0.248096895107819,"score_spread":0.22273667537822942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200532834","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":[0.03721068,0.0008944008,0.94811034,0.00042222886,0.00010838399,0.0002922728,0.000087987086,0.0015241602,0.011349693],"genre_scores_gemma":[0.15061541,0.00087470864,0.8393917,0.00015504284,0.000036646703,0.00054578204,0.00022559869,0.00050316873,0.0076518524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934528,0.0025233424,0.0005420884,0.0008684737,0.0023205783,0.00029274504],"domain_scores_gemma":[0.99073,0.0036028547,0.0008182163,0.0029748436,0.001469662,0.0004044165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005626758,0.0012919103,0.00068698183,0.0016134614,0.0009143541,0.00464165,0.0016625546,0.0012885365,0.0061053694],"category_scores_gemma":[0.015349392,0.0009658014,0.0011079775,0.001517343,0.0021320435,0.0049320376,0.0035466212,0.0020825823,0.0015192],"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":[0.00064981263,0.0003870322,0.0052633034,0.0022470066,0.00015568692,0.0005889858,0.007132264,0.04659426,0.08055376,0.22397783,0.0052418886,0.6272082],"study_design_scores_gemma":[0.00034310357,0.002588252,0.005757222,0.0015266682,0.0003508808,0.002748822,0.0042841467,0.28068638,0.10650881,0.23346294,0.36149323,0.00024953388],"about_ca_topic_score_codex":0.00075470767,"about_ca_topic_score_gemma":0.0008929865,"teacher_disagreement_score":0.0061053694,"about_ca_system_score_codex":0.0010614824,"about_ca_system_score_gemma":0.0018380677,"threshold_uncertainty_score":0.02975744},"labels":[],"label_agreement":null},{"id":"W4205110828","doi":"10.37190/arc210207","title":"Disturbance of transparency in the architecture of contemporary glass façades. Part 2","year":2021,"lang":"en","type":"article","venue":"Architectus","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sciencetech (Canada)","funders":"","keywords":"Transparency (behavior); Disturbance (geology); Architecture; Geography; Computer science; Biology; Archaeology; Computer security; Paleontology","score_opus":0.014686008172892522,"score_gpt":0.20591044127612843,"score_spread":0.1912244331032359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205110828","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":[0.914572,0.00074772135,0.018140046,0.0007698691,0.00005564856,0.00001974619,0.000099146026,0.00014151743,0.06545433],"genre_scores_gemma":[0.9979259,0.00006003492,0.00051595963,0.000009760381,0.0000046910027,0.000002102625,0.0000146528755,0.000011671001,0.0014553413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996755,0.000059515874,0.00000896808,0.0000415195,0.000097348755,0.00011722383],"domain_scores_gemma":[0.99970824,0.000057166537,0.000070810995,0.00007433068,0.000051492618,0.000037993883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018616291,0.0002125677,0.0001265227,0.0005450761,0.0014797427,0.002436612,0.00041108282,0.00046167494,0.004634854],"category_scores_gemma":[0.0010280698,0.00027050983,0.00020828308,0.000528102,0.0037491021,0.0009958138,0.0016145755,0.00079489814,0.00026460591],"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":[0.00061069644,0.00007310582,0.063615754,0.0002275849,0.00007693993,0.0013375472,0.020223886,0.0934966,0.06323573,0.6536225,0.0052894587,0.09819028],"study_design_scores_gemma":[0.00007057136,0.00026623296,0.41914922,0.00017880985,0.00010306422,0.0015966531,0.021130936,0.11427897,0.0152348615,0.3232722,0.10451146,0.00020699808],"about_ca_topic_score_codex":0.028886974,"about_ca_topic_score_gemma":0.038362615,"teacher_disagreement_score":0.028886974,"about_ca_system_score_codex":0.0021303997,"about_ca_system_score_gemma":0.0008755152,"threshold_uncertainty_score":0.05743766},"labels":[],"label_agreement":null},{"id":"W4206752902","doi":"10.22215/etd/2021-14715","title":"Expanding Imaginaries // A New Mythology for a Changing World","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Mythology; Cognitive reframing; Dichotomy; Agency (philosophy); Storytelling; Space (punctuation); Representation (politics); Meaning (existential); Set (abstract data type); Metaphor; Aesthetics; Perception; Architecture; Colonialism; Sociology; Epistemology; Visual arts; History; Politics; Political science; Art; Computer science; Social science; Psychology; Literature; Narrative; Social psychology; Law; Archaeology","score_opus":0.011461258155014241,"score_gpt":0.26107302252907366,"score_spread":0.2496117643740594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206752902","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":[0.037219636,0.009654042,0.06548147,0.036881812,0.0010421185,0.00008540308,0.00008994747,0.00015747719,0.8493881],"genre_scores_gemma":[0.84617686,0.008144667,0.030439144,0.003141656,0.0006278978,0.00021208057,0.00013399016,0.00028245916,0.11084122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856734,0.00083369977,0.00003435208,0.00015574752,0.00027418457,0.00013461096],"domain_scores_gemma":[0.99873716,0.0006072427,0.000083565224,0.0002154753,0.00016258105,0.00019395599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019445645,0.00061838975,0.00026625211,0.0014344082,0.0040617227,0.012669207,0.0009457848,0.0014808839,0.0056870016],"category_scores_gemma":[0.001894035,0.00021376503,0.00034791848,0.00069299195,0.037912887,0.01249617,0.0044007455,0.003764294,0.0006908057],"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":[0.0000043716245,0.000006646608,0.00009503985,0.00003344473,0.0000014462162,0.000050269056,0.023293905,0.00017451803,0.0001987683,0.9667906,0.00341693,0.0059340266],"study_design_scores_gemma":[0.00000687751,0.000018265999,0.0003199038,0.0002190669,0.0000038262174,0.00025155317,0.029886883,0.00080229534,0.00044906873,0.3436495,0.6243783,0.000014445764],"about_ca_topic_score_codex":0.0053204102,"about_ca_topic_score_gemma":0.0074735177,"teacher_disagreement_score":0.012669207,"about_ca_system_score_codex":0.0057867034,"about_ca_system_score_gemma":0.0029238167,"threshold_uncertainty_score":0.04198563},"labels":[],"label_agreement":null},{"id":"W4206910269","doi":"10.32920/16866853.v1","title":"Into the Syn-anthropocene: The Resynchronized Architecture of a Keystone Species","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Anthropocene; Creatures; Architecture; Humanity; Keystone species; Environmental ethics; Paradigm shift; Ecology; Wildlife; Biodiversity; Geography; Sociology; Ecosystem; Biology; Natural (archaeology); Epistemology; Political science; Archaeology","score_opus":0.008768944659731808,"score_gpt":0.2149116968918049,"score_spread":0.2061427522320731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206910269","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":[0.48775548,0.002887563,0.2602445,0.02524094,0.0006628906,0.00007839948,0.000097796474,0.00047620918,0.22255619],"genre_scores_gemma":[0.9442933,0.0009480654,0.041291177,0.0006970298,0.0000402164,0.00005515693,0.00004179476,0.0002071744,0.012426085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99896085,0.0006778992,0.000022650729,0.00014095182,0.00011241389,0.000085244676],"domain_scores_gemma":[0.9989741,0.00037932687,0.00007330974,0.00034545994,0.000093409355,0.0001344833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018587736,0.0002640719,0.00015726133,0.0004719093,0.00264025,0.0036686324,0.0007006544,0.0010359614,0.00598542],"category_scores_gemma":[0.0029132308,0.0002669659,0.0002487952,0.00038652742,0.011666418,0.0065670703,0.0056006676,0.0015769168,0.00056237937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062463056,0.00002474167,0.002575297,0.000099334604,0.00001824406,0.00028357795,0.035585966,0.0037114362,0.0028809174,0.9120031,0.0036294376,0.039125532],"study_design_scores_gemma":[0.000021038868,0.00014205715,0.003513436,0.00022546187,0.000034837773,0.00062885386,0.028310249,0.006098235,0.0022099975,0.57863003,0.3801467,0.000039048915],"about_ca_topic_score_codex":0.0013782274,"about_ca_topic_score_gemma":0.003672647,"teacher_disagreement_score":0.00598542,"about_ca_system_score_codex":0.001396244,"about_ca_system_score_gemma":0.0013319541,"threshold_uncertainty_score":0.020023167},"labels":[],"label_agreement":null},{"id":"W4207042431","doi":"10.1515/9783110723731-202","title":"Acknowledgements","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational 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":"Computer science","score_opus":0.01232710885285463,"score_gpt":0.19463069975682223,"score_spread":0.1823035909039676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207042431","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":[0.0038244221,0.014003144,0.03323701,0.08803393,0.115433045,0.0012408316,0.037090193,0.007177538,0.69996],"genre_scores_gemma":[0.01580788,0.0066537727,0.017764552,0.024124853,0.01024613,0.0010745,0.028408727,0.0053190826,0.8906005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916398,0.0014552706,0.00054808473,0.0013890831,0.0045093726,0.00045849974],"domain_scores_gemma":[0.97492856,0.0030427924,0.000875969,0.0022356166,0.016064733,0.0028524126],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0051513594,0.0013327205,0.0013324731,0.0028928004,0.0028596774,0.005690597,0.0029357446,0.001969669,0.35190248],"category_scores_gemma":[0.031656496,0.00048262815,0.0009976556,0.002476292,0.0012562543,0.00430626,0.0054803737,0.0040990533,0.321013],"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":[0.000043605178,0.00001767276,0.0003446095,0.00024098171,0.00000877801,0.00020278766,0.00066970306,0.000090380556,0.00037988834,0.010913389,0.94554675,0.04154157],"study_design_scores_gemma":[0.0000032424707,0.00000471603,0.00014275522,0.00010669544,0.0000025666473,0.00011832306,0.0002463655,0.000032375254,0.00008257012,0.0015671634,0.9976877,0.000005606399],"about_ca_topic_score_codex":0.0029469235,"about_ca_topic_score_gemma":0.003794079,"teacher_disagreement_score":0.6480975,"about_ca_system_score_codex":0.0032880579,"about_ca_system_score_gemma":0.004408962,"threshold_uncertainty_score":0.92443246},"labels":[],"label_agreement":null},{"id":"W4210766954","doi":"10.32920/16811512.v2","title":"Bodies In Architecture","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"The Imaginary; Architecture; Focus (optics); Determinism; Sociology; Assemblage (archaeology); Epistemology; Computer science; Human body; Work (physics); Data science; Cognitive science; Engineering; Visual arts; History; Artificial intelligence; Art; Psychology; Philosophy; Psychoanalysis","score_opus":0.01009888074322238,"score_gpt":0.21570282971280655,"score_spread":0.20560394896958417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210766954","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":[0.026653854,0.010168871,0.08151703,0.017035814,0.0007950616,0.000053945107,0.00012574052,0.00028695626,0.86336267],"genre_scores_gemma":[0.8209805,0.005874538,0.031307854,0.0010928818,0.00033919147,0.0001332852,0.00015367346,0.00024875105,0.1398694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99897635,0.0005475024,0.000033898134,0.00015935484,0.00017588913,0.00010698058],"domain_scores_gemma":[0.9995239,0.00016388645,0.000041988733,0.00012063227,0.0000825721,0.00006707068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009824589,0.00043848634,0.0002289577,0.001082176,0.0035798075,0.0073854905,0.00057727075,0.0015804033,0.014834318],"category_scores_gemma":[0.0017304197,0.00030713342,0.0003708797,0.0011199825,0.019317737,0.0074350024,0.003945523,0.0018009354,0.0020892275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021168828,0.0000015952942,0.00006836807,0.000011628454,9.4661664e-7,0.000010693025,0.0012926006,0.00045405806,0.00004074746,0.9927927,0.0014615278,0.0038630469],"study_design_scores_gemma":[0.000004855478,0.000010102135,0.00025971464,0.00006884497,0.0000036263614,0.000062631654,0.0018524257,0.0011854501,0.00012242467,0.770412,0.22601013,0.000007754401],"about_ca_topic_score_codex":0.006241614,"about_ca_topic_score_gemma":0.005618792,"teacher_disagreement_score":0.014834318,"about_ca_system_score_codex":0.0035288252,"about_ca_system_score_gemma":0.0017562313,"threshold_uncertainty_score":0.049625754},"labels":[],"label_agreement":null},{"id":"W4210775409","doi":"10.1111/ina.12955","title":"How should we define an indoor surface?","year":2022,"lang":"en","type":"editorial","venue":"Indoor Air","topic":"Architecture and Computational Design","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Indoor air; Architectural engineering; Environmental engineering; Engineering","score_opus":0.01685086639333228,"score_gpt":0.23340175627475312,"score_spread":0.21655088988142085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210775409","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009101121,0.18112412,0.17146032,0.47303694,0.055076912,0.00023815532,0.0014366893,0.0011319253,0.107393794],"genre_scores_gemma":[0.31376857,0.1592502,0.2445288,0.17196935,0.044827234,0.0013224871,0.0027409613,0.0027586152,0.058833737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935869,0.0026134106,0.0005667588,0.0010299513,0.0016108474,0.0005921121],"domain_scores_gemma":[0.9895978,0.0040427847,0.00077081664,0.0008460744,0.0037413402,0.0010011534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008700915,0.0018962214,0.001863628,0.0032932064,0.0034827127,0.009278786,0.0043071867,0.007737046,0.0104114385],"category_scores_gemma":[0.027363798,0.0006572946,0.0014186687,0.0031590685,0.019876584,0.029015701,0.0035048707,0.009812323,0.009580311],"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":[0.000035228735,0.00004591925,0.0011923589,0.0007140415,0.00002118789,0.0001879815,0.0020884124,0.0005672134,0.0002938441,0.8337248,0.099535555,0.061593514],"study_design_scores_gemma":[0.000010000931,0.000042264557,0.00067966484,0.0010334082,0.000020375179,0.00048765985,0.0031609067,0.0009149126,0.000303113,0.37073195,0.6225496,0.000066213695],"about_ca_topic_score_codex":0.010025234,"about_ca_topic_score_gemma":0.004545872,"teacher_disagreement_score":0.0104114385,"about_ca_system_score_codex":0.0040384573,"about_ca_system_score_gemma":0.0032398552,"threshold_uncertainty_score":0.04601544},"labels":[],"label_agreement":null},{"id":"W4210990330","doi":"10.32920/ryerson.14657889","title":"Rethinking space + place: negotiating a social realm between mobile technology and architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Realm; Architecture; Negotiation; Public space; Space (punctuation); Sociology; Perception; Social space; Spatial design; Computer science; Political science; Engineering; Architectural engineering; Epistemology; Visual arts; Social science; Art","score_opus":0.01067620817245377,"score_gpt":0.22861220717434838,"score_spread":0.21793599900189461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210990330","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":[0.6627079,0.00085687474,0.097355835,0.008526957,0.00014298811,0.00008313565,0.000037860336,0.0001196067,0.23016874],"genre_scores_gemma":[0.9880542,0.00015463763,0.00544681,0.000083001025,0.000008610456,0.000025985186,0.000007540839,0.000024396371,0.0061948416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99798775,0.001353259,0.00003154228,0.00017027155,0.00026902294,0.0001882198],"domain_scores_gemma":[0.9988294,0.0007131105,0.00009820299,0.00017320944,0.000070342794,0.00011559559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013745055,0.0003206035,0.00020656503,0.00056547933,0.0052574193,0.007315101,0.0008406414,0.0012107124,0.005417452],"category_scores_gemma":[0.0030940687,0.000331545,0.00025920593,0.0007281056,0.020869099,0.0072139087,0.008606067,0.0014071106,0.00039143735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045131663,0.000019433633,0.0025062452,0.000079446996,0.000010906376,0.0008115318,0.23493329,0.0026692443,0.0032441157,0.72721636,0.0014790986,0.02698528],"study_design_scores_gemma":[0.000034385994,0.00014620244,0.0054321964,0.00023755079,0.00002968043,0.00084417645,0.3428711,0.01119699,0.0027743778,0.3227596,0.31359586,0.00007787081],"about_ca_topic_score_codex":0.013185146,"about_ca_topic_score_gemma":0.024413401,"teacher_disagreement_score":0.013185146,"about_ca_system_score_codex":0.0043358,"about_ca_system_score_gemma":0.002585686,"threshold_uncertainty_score":0.031458616},"labels":[],"label_agreement":null},{"id":"W4211058287","doi":"10.32920/ryerson.14657889.v1","title":"Rethinking space + place: negotiating a social realm between mobile technology and architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Realm; Architecture; Negotiation; Public space; Space (punctuation); Sociology; Perception; Social space; Spatial design; Computer science; Political science; Engineering; Architectural engineering; Epistemology; Visual arts; Social science; Art","score_opus":0.01067620817245377,"score_gpt":0.22861220717434838,"score_spread":0.21793599900189461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211058287","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":[0.6627079,0.00085687474,0.097355835,0.008526957,0.00014298811,0.00008313565,0.000037860336,0.0001196067,0.23016874],"genre_scores_gemma":[0.9880542,0.00015463763,0.00544681,0.000083001025,0.000008610456,0.000025985186,0.000007540839,0.000024396371,0.0061948416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99798775,0.001353259,0.00003154228,0.00017027155,0.00026902294,0.0001882198],"domain_scores_gemma":[0.9988294,0.0007131105,0.00009820299,0.00017320944,0.000070342794,0.00011559559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013745055,0.0003206035,0.00020656503,0.00056547933,0.0052574193,0.007315101,0.0008406414,0.0012107124,0.005417452],"category_scores_gemma":[0.0030940687,0.000331545,0.00025920593,0.0007281056,0.020869099,0.0072139087,0.008606067,0.0014071106,0.00039143735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045131663,0.000019433633,0.0025062452,0.000079446996,0.000010906376,0.0008115318,0.23493329,0.0026692443,0.0032441157,0.72721636,0.0014790986,0.02698528],"study_design_scores_gemma":[0.000034385994,0.00014620244,0.0054321964,0.00023755079,0.00002968043,0.00084417645,0.3428711,0.01119699,0.0027743778,0.3227596,0.31359586,0.00007787081],"about_ca_topic_score_codex":0.013185146,"about_ca_topic_score_gemma":0.024413401,"teacher_disagreement_score":0.013185146,"about_ca_system_score_codex":0.0043358,"about_ca_system_score_gemma":0.002585686,"threshold_uncertainty_score":0.031458616},"labels":[],"label_agreement":null},{"id":"W4213331370","doi":"10.32920/ryerson.14638296","title":"An architecture of water: creating H2O thresholds.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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; Exhibition; Event (particle physics); Work (physics); Psychology; Medical education; Engineering; Visual arts; Medicine; Art","score_opus":0.008763086333750243,"score_gpt":0.21900518990285167,"score_spread":0.21024210356910142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213331370","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":[0.24036875,0.002436003,0.4057089,0.008522064,0.0012372122,0.00062800356,0.00045994786,0.0021708908,0.33846822],"genre_scores_gemma":[0.62238604,0.0016566816,0.18000367,0.00080700155,0.00009813558,0.00033919924,0.00035385505,0.0006599554,0.19369534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996908,0.000078551595,0.0000050252665,0.000055515753,0.00013117921,0.000038915205],"domain_scores_gemma":[0.9998677,0.000046259665,0.0000055830014,0.000018308052,0.000016245873,0.000045880453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005058238,0.00030005287,0.00013574997,0.0001821242,0.0010280703,0.0017207707,0.00064342463,0.0010437449,0.004921614],"category_scores_gemma":[0.0008135666,0.0002512251,0.00025893448,0.00017276517,0.0014596769,0.0018916621,0.0028495465,0.0007824744,0.0011403587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020043521,0.0004484694,0.004287341,0.00089820864,0.000054390875,0.0018399417,0.038349736,0.031948294,0.09942495,0.32731235,0.1734923,0.32174358],"study_design_scores_gemma":[0.00006434898,0.00019784017,0.002312591,0.00014265924,0.000023345207,0.0005739411,0.01190345,0.02381533,0.04902301,0.062331114,0.8495525,0.00005996131],"about_ca_topic_score_codex":0.0020300352,"about_ca_topic_score_gemma":0.0050063566,"teacher_disagreement_score":0.004921614,"about_ca_system_score_codex":0.0006602231,"about_ca_system_score_gemma":0.0006783999,"threshold_uncertainty_score":0.016464472},"labels":[],"label_agreement":null},{"id":"W4213386683","doi":"10.32920/ryerson.14638296.v2","title":"An architecture of water: creating H2O thresholds.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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; Exhibition; Event (particle physics); Work (physics); Psychology; Medical education; Engineering; Visual arts; Medicine; Art","score_opus":0.008763086333750243,"score_gpt":0.21900518990285167,"score_spread":0.21024210356910142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213386683","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":[0.24036875,0.002436003,0.4057089,0.008522064,0.0012372122,0.00062800356,0.00045994786,0.0021708908,0.33846822],"genre_scores_gemma":[0.62238604,0.0016566816,0.18000367,0.00080700155,0.00009813558,0.00033919924,0.00035385505,0.0006599554,0.19369534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996908,0.000078551595,0.0000050252665,0.000055515753,0.00013117921,0.000038915205],"domain_scores_gemma":[0.9998677,0.000046259665,0.0000055830014,0.000018308052,0.000016245873,0.000045880453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005058238,0.00030005287,0.00013574997,0.0001821242,0.0010280703,0.0017207707,0.00064342463,0.0010437449,0.004921614],"category_scores_gemma":[0.0008135666,0.0002512251,0.00025893448,0.00017276517,0.0014596769,0.0018916621,0.0028495465,0.0007824744,0.0011403587],"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":[0.00020043521,0.0004484694,0.004287341,0.00089820864,0.000054390875,0.0018399417,0.038349736,0.031948294,0.09942495,0.32731235,0.1734923,0.32174358],"study_design_scores_gemma":[0.00006434898,0.00019784017,0.002312591,0.00014265924,0.000023345207,0.0005739411,0.01190345,0.02381533,0.04902301,0.062331114,0.8495525,0.00005996131],"about_ca_topic_score_codex":0.0020300352,"about_ca_topic_score_gemma":0.0050063566,"teacher_disagreement_score":0.004921614,"about_ca_system_score_codex":0.0006602231,"about_ca_system_score_gemma":0.0006783999,"threshold_uncertainty_score":0.016464472},"labels":[],"label_agreement":null},{"id":"W4220940813","doi":"10.1162/leon_a_02198","title":"Architecture of the Avant-Apocalypse: Preservation beyond Preservation of the Species","year":2022,"lang":"en","type":"article","venue":"Leonardo","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Timeline; Architecture; Aesthetics; Epistemology; Environmental ethics; Sociology; History; Philosophy; Archaeology","score_opus":0.007855532688184761,"score_gpt":0.17093990461465544,"score_spread":0.16308437192647068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220940813","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":[0.15836902,0.0017193325,0.12865017,0.009830481,0.00036628178,0.00003675949,0.00007166003,0.0003908099,0.70056546],"genre_scores_gemma":[0.9538883,0.00045085975,0.015325971,0.00019383137,0.000043863096,0.000014341771,0.000028267825,0.00009073983,0.029963808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997379,0.000125993,0.000006069724,0.000051644292,0.000053054926,0.000025285019],"domain_scores_gemma":[0.9997447,0.00006368389,0.00002070449,0.00008956269,0.000038950497,0.000042312957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042084433,0.00018304848,0.00013310563,0.0002842815,0.0015876377,0.002620794,0.0003790375,0.00061222626,0.005172572],"category_scores_gemma":[0.00092900335,0.00008631919,0.00010612524,0.000273417,0.006385528,0.0018543774,0.0019905223,0.00080844364,0.0004725719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014702263,0.000003846681,0.00028597502,0.000017399612,0.0000022280424,0.00011272847,0.0021070978,0.0015416328,0.00066406594,0.9836753,0.0015321572,0.010042825],"study_design_scores_gemma":[0.000011614216,0.000036392048,0.00090084405,0.000063991356,0.0000071115546,0.0004579692,0.0020391266,0.0073344177,0.0011140379,0.71541154,0.272611,0.000012012193],"about_ca_topic_score_codex":0.0028434168,"about_ca_topic_score_gemma":0.0039636046,"teacher_disagreement_score":0.005172572,"about_ca_system_score_codex":0.0009742452,"about_ca_system_score_gemma":0.00061321113,"threshold_uncertainty_score":0.017304003},"labels":[],"label_agreement":null},{"id":"W4223470169","doi":"10.17673/vestnik.2022.01.1","title":"Signboards and identification signs as elements of the information and communicative field of the city","year":2022,"lang":"en","type":"article","venue":"Gradostroitelʹstvo i arhitektura","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Identification (biology); Field (mathematics); Sign (mathematics); Architecture; Geography; Sign system; Sociology; Communication; Archaeology","score_opus":0.005901369973572747,"score_gpt":0.2053806857310337,"score_spread":0.19947931575746097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223470169","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":[0.27952322,0.0015868664,0.20540969,0.0031947666,0.00039297217,0.000124427,0.00022398867,0.00039191564,0.5091522],"genre_scores_gemma":[0.9572498,0.0005578699,0.026458189,0.00009837161,0.000052778003,0.00009668473,0.00006669029,0.00007276096,0.015346728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981509,0.0010910678,0.00007836562,0.00017106083,0.0003287782,0.00017978813],"domain_scores_gemma":[0.998544,0.0006350294,0.0002722469,0.00015697855,0.00019823408,0.00019356297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010790927,0.000684363,0.0002632948,0.0028938763,0.0027274992,0.0098440265,0.00046066867,0.0010027923,0.008167756],"category_scores_gemma":[0.004233599,0.00040407202,0.00030115907,0.0027969675,0.0120651685,0.006186522,0.0037250197,0.0012956749,0.00074011093],"study_design_candidate":"qualitative","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":[0.00008535568,0.000019140438,0.0013095512,0.000089063484,0.0000073368565,0.00016579406,0.013579382,0.0021195528,0.0027147667,0.95283115,0.0008963554,0.026182521],"study_design_scores_gemma":[0.000090887246,0.00031265293,0.012307744,0.000816833,0.00012276841,0.00083660055,0.054134354,0.012362639,0.0073125926,0.61872834,0.29279387,0.00018068745],"about_ca_topic_score_codex":0.0034088483,"about_ca_topic_score_gemma":0.0038715512,"teacher_disagreement_score":0.0098440265,"about_ca_system_score_codex":0.0016910753,"about_ca_system_score_gemma":0.0020468545,"threshold_uncertainty_score":0.027323842},"labels":[],"label_agreement":null},{"id":"W4225087535","doi":"10.5281/zenodo.6503018","title":"Fragments in Connection and Algorithmic Rule: Encoding the Urban Image in Motion","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Graduate School, University of Colorado Boulder; Ontario Ministry of Research and Innovation; Research England; Social Sciences and Humanities Research Council of Canada; University of Colorado Boulder; Università Cattolica del Sacro Cuore; Engineering and Physical Sciences Research Council; Villanova University","keywords":"Connection (principal bundle); Encoding (memory); Motion (physics); Computer science; Image (mathematics); Artificial intelligence; Computer vision; Mathematics; Geometry","score_opus":0.01310365242052091,"score_gpt":0.2004936594547711,"score_spread":0.18739000703425018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225087535","genre_codex":"methods","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":[0.24640271,0.002704133,0.62604254,0.003254696,0.00057586754,0.00028114914,0.0010283155,0.0015970827,0.1181136],"genre_scores_gemma":[0.7967461,0.0009421977,0.18923326,0.00016990163,0.00007269059,0.00014865086,0.0005917941,0.00024565528,0.011849813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998048,0.0000679012,0.000010601346,0.000046134985,0.00003341091,0.000037191607],"domain_scores_gemma":[0.99950314,0.00021575144,0.000039577106,0.000109608955,0.00008590852,0.000046025983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029975292,0.0002967106,0.00024968633,0.0010558632,0.00082545064,0.00303614,0.00067209563,0.000615081,0.010068858],"category_scores_gemma":[0.0033273313,0.00018938974,0.00025373438,0.00127281,0.0022358662,0.004423006,0.0018689096,0.00063578266,0.0008781299],"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":[0.0005227161,0.00003530863,0.0019387614,0.00022735813,0.000016710967,0.0011007971,0.015274972,0.007101468,0.010670264,0.7781755,0.007972157,0.176964],"study_design_scores_gemma":[0.00007592144,0.00027346436,0.0073959446,0.0006264242,0.00010521334,0.0018377416,0.017422134,0.17409924,0.011399582,0.54412204,0.24249214,0.0001501147],"about_ca_topic_score_codex":0.0037228968,"about_ca_topic_score_gemma":0.004378485,"teacher_disagreement_score":0.010068858,"about_ca_system_score_codex":0.0008857787,"about_ca_system_score_gemma":0.00049777806,"threshold_uncertainty_score":0.033683717},"labels":[],"label_agreement":null},{"id":"W4229949012","doi":"10.32920/ryerson.14662011","title":"Architecture for A Post-Work World","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Carleton University; Ontario College of Art and Design; Toronto Metropolitan University","funders":"","keywords":"Architecture; Population; Service (business); Wage; Sovereignty; Work (physics); Capitalism; Labour economics; Business; Public relations; Sociology; Economics; Politics; Engineering; Political science; Marketing; Law; Visual arts; Art","score_opus":0.010689441358928185,"score_gpt":0.21530905591203514,"score_spread":0.20461961455310695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229949012","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":[0.07375305,0.004301483,0.21698593,0.03036934,0.0010403168,0.00009231832,0.00012694337,0.00064923667,0.6726814],"genre_scores_gemma":[0.8949507,0.001737871,0.035870943,0.00083985156,0.00017360869,0.00014340904,0.00011614802,0.00022792416,0.06593974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985543,0.00079704693,0.000044359782,0.00019320774,0.00024407421,0.00016703346],"domain_scores_gemma":[0.9989968,0.0002633414,0.000057273253,0.00034518735,0.00018686439,0.0001505261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019958834,0.000451441,0.00020772597,0.0008633178,0.004337688,0.0086515155,0.0007367602,0.0016786605,0.0072312644],"category_scores_gemma":[0.0019868275,0.00021572819,0.00035368954,0.00063372124,0.020732734,0.006888476,0.0043209326,0.0023524326,0.0014786236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027147137,0.000002868704,0.00007684027,0.00000797821,9.2408067e-7,0.000015447371,0.0018598166,0.00030064076,0.0000777645,0.9939359,0.00095840485,0.0027607337],"study_design_scores_gemma":[0.000006298385,0.000015765534,0.0002159181,0.000056335008,0.0000034729585,0.000071949406,0.0025517063,0.0016139303,0.00023657833,0.7698278,0.22539078,0.000009393412],"about_ca_topic_score_codex":0.0040625795,"about_ca_topic_score_gemma":0.003908798,"teacher_disagreement_score":0.0086515155,"about_ca_system_score_codex":0.004969658,"about_ca_system_score_gemma":0.0031365885,"threshold_uncertainty_score":0.03605753},"labels":[],"label_agreement":null},{"id":"W4230418566","doi":"10.32920/ryerson.14645268.v1","title":"Rethinking Engagement: Transforming Space into Place via Sensing Technology","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Space (punctuation); Architecture; Perception; Sense of place; Phenomenon; Public space; Human–computer interaction; Aesthetics; Computer science; Multimedia; Sociology; Cognitive science; Epistemology; Architectural engineering; Engineering; Visual arts; Psychology; Art; Social science","score_opus":0.012375364269776411,"score_gpt":0.22010615544620005,"score_spread":0.20773079117642362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230418566","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":[0.14433761,0.0032375213,0.452443,0.010867652,0.0006478968,0.00014447139,0.00008528333,0.00052157446,0.38771498],"genre_scores_gemma":[0.9168945,0.0015989098,0.05705405,0.0005351797,0.000075690514,0.00013799254,0.000046611603,0.00013937491,0.023517845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977943,0.0012397745,0.000055339773,0.0002726466,0.0004203623,0.00021759435],"domain_scores_gemma":[0.9987594,0.0007005092,0.00007988298,0.00025542206,0.00009611946,0.00010876638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017678863,0.0006027455,0.00033316316,0.00063822814,0.001980943,0.0087112775,0.0009967482,0.0017854016,0.0069699218],"category_scores_gemma":[0.0031223213,0.00037220013,0.0006949161,0.0007293647,0.013433153,0.009798531,0.008597333,0.0020224229,0.0011231231],"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":[0.000059781327,0.000050963143,0.0010262104,0.00022503844,0.00002072721,0.00040838364,0.054871466,0.0029986445,0.007124134,0.8816912,0.0024329766,0.049090445],"study_design_scores_gemma":[0.000053969365,0.00020326076,0.0014086674,0.00041090007,0.000049145332,0.00087953056,0.038726408,0.014593793,0.012112196,0.6029993,0.32846886,0.00009388963],"about_ca_topic_score_codex":0.0011418799,"about_ca_topic_score_gemma":0.0012513263,"teacher_disagreement_score":0.0087112775,"about_ca_system_score_codex":0.0013711773,"about_ca_system_score_gemma":0.0011768327,"threshold_uncertainty_score":0.023316741},"labels":[],"label_agreement":null},{"id":"W4230868859","doi":"10.1002/ad.111","title":"Fabrication Research","year":2005,"lang":"en","type":"article","venue":"Architectural Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Quarter (Canadian coin); Architecture; Creativity; General partnership; Sociology; Value (mathematics); History of technology; Architectural engineering; Engineering ethics; Management; Art history; Visual arts; Engineering; Computer science; Law; History; Art; Political science; Archaeology; Economics","score_opus":0.056793647453102225,"score_gpt":0.2923092423211917,"score_spread":0.23551559486808948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230868859","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":[0.010927478,0.024726124,0.03283778,0.013309112,0.00667401,0.00038228734,0.001025767,0.0012570824,0.9088603],"genre_scores_gemma":[0.17184612,0.02749126,0.04321584,0.0060225916,0.0018935559,0.00051548745,0.002708918,0.0007083554,0.74559796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99528164,0.0006811271,0.00028193253,0.0010001468,0.0023732295,0.00038197232],"domain_scores_gemma":[0.9957337,0.00061881746,0.00021201653,0.0014716625,0.0016160785,0.00034779313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035887617,0.0009638797,0.0007783912,0.0034730711,0.003759612,0.006524594,0.0023804419,0.0026078024,0.082675755],"category_scores_gemma":[0.0052049593,0.00066760264,0.0011028675,0.0024591275,0.0027469585,0.0036838728,0.0037432062,0.003238299,0.031908628],"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":[0.00023456215,0.00015390884,0.0011573465,0.0011264933,0.000043784232,0.00056237524,0.0015690005,0.0016167124,0.0212278,0.43584937,0.14261925,0.3938394],"study_design_scores_gemma":[0.000014062226,0.00006635723,0.00038557226,0.00019250366,0.000011213512,0.0002572581,0.00025257378,0.00030263336,0.008612008,0.011119518,0.97876793,0.000018185678],"about_ca_topic_score_codex":0.0039073075,"about_ca_topic_score_gemma":0.0042986963,"teacher_disagreement_score":0.082675755,"about_ca_system_score_codex":0.004220495,"about_ca_system_score_gemma":0.005897906,"threshold_uncertainty_score":0.27657795},"labels":[],"label_agreement":null},{"id":"W4230878258","doi":"10.32920/ryerson.14657952","title":"Making Toronto Solar Ready: Proposing Building Formations for the Integration of Solar Strategies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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":"Insolation; Architectural engineering; Per capita; Solar energy; Passive solar building design; Zero-energy building; Meteorology; Environmental science; Geography; Regional science; Business; Engineering; Sociology; Geology; Electrical engineering; Climatology","score_opus":0.04397525250622394,"score_gpt":0.30320859837959735,"score_spread":0.25923334587337343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230878258","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":[0.42180666,0.000734689,0.4854767,0.002251314,0.00017117825,0.00024741073,0.00041346857,0.0005758186,0.08832289],"genre_scores_gemma":[0.85419303,0.00036345128,0.13847758,0.00006948102,0.000012612027,0.0001243939,0.00017317453,0.00006845642,0.006517836],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99988806,0.000033915872,0.000003798914,0.000020983549,0.000023989873,0.000029311237],"domain_scores_gemma":[0.9997881,0.000045480952,0.000029336832,0.00003540284,0.000032544776,0.00006916365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024472113,0.00045113298,0.0002505465,0.00030546336,0.0007254422,0.0014548621,0.00082632375,0.0006780057,0.0044840937],"category_scores_gemma":[0.00079463836,0.00034241387,0.0004504403,0.00032002997,0.0012955219,0.0008182224,0.001306307,0.00044432507,0.0003625066],"study_design_candidate":"theoretical_or_conceptual","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":[0.000048584574,0.000045827397,0.003566677,0.00010168669,0.000029983743,0.00017004467,0.00068605924,0.80596685,0.0045318105,0.16443728,0.0026548144,0.017760407],"study_design_scores_gemma":[0.00008441025,0.00009280825,0.0024209719,0.000042006533,0.000040849478,0.00005802228,0.001118598,0.92272925,0.002271869,0.046601236,0.024499895,0.00004002176],"about_ca_topic_score_codex":0.05042945,"about_ca_topic_score_gemma":0.14793622,"teacher_disagreement_score":0.94957054,"about_ca_system_score_codex":0.0024172831,"about_ca_system_score_gemma":0.0024054137,"threshold_uncertainty_score":0.10027188},"labels":[],"label_agreement":null},{"id":"W4231235942","doi":"10.32920/ryerson.14662632","title":"Re-architecture: means-oriented design","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Mindset; Reuse; Demolition; Architectural engineering; Architecture; Resource (disambiguation); Fossil fuel; Lead (geology); Engineering; Ideal (ethics); Construction engineering; Systems engineering; Computer science; Civil engineering; Waste management","score_opus":0.01823421363211061,"score_gpt":0.22015486912451024,"score_spread":0.20192065549239963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231235942","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006761086,0.0004484103,0.96143466,0.00088654825,0.00009797007,0.00008208658,0.000074130265,0.0005087405,0.029706242],"genre_scores_gemma":[0.17396234,0.0010198223,0.8093723,0.00030316264,0.00006842194,0.00041899667,0.0002518948,0.0004467001,0.014156422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99933976,0.00027444898,0.000029008646,0.0000984553,0.0002053688,0.000052821793],"domain_scores_gemma":[0.9994215,0.000196151,0.00004030236,0.00017663602,0.0001246852,0.0000407346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013566596,0.00065799593,0.00038668443,0.00043524808,0.00066104287,0.0026899597,0.001285276,0.000724719,0.006378153],"category_scores_gemma":[0.001782412,0.0004089224,0.00089912256,0.00035746154,0.0021480506,0.0018037708,0.0018507183,0.0012811561,0.0013010163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036952984,0.000030493322,0.0003881989,0.00017418778,0.000034474928,0.00007059185,0.00042350526,0.08387105,0.002610234,0.85448915,0.0039398586,0.053931344],"study_design_scores_gemma":[0.000028513718,0.000036013313,0.00012210225,0.00006886012,0.000021181819,0.00007378987,0.000118378295,0.14771205,0.0013181454,0.78123844,0.069247864,0.000014613175],"about_ca_topic_score_codex":0.0010338362,"about_ca_topic_score_gemma":0.0015352344,"teacher_disagreement_score":0.006378153,"about_ca_system_score_codex":0.0008344778,"about_ca_system_score_gemma":0.0011508486,"threshold_uncertainty_score":0.021337032},"labels":[],"label_agreement":null},{"id":"W4231739922","doi":"10.4324/9780080509365","title":"The Inventor of Stereo","year":2013,"lang":"en","type":"book","venue":"","topic":"Architecture and Computational 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":"Computer science; Computer graphics (images)","score_opus":0.004835790921130588,"score_gpt":0.1526849723120607,"score_spread":0.14784918139093012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231739922","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":[0.0022040112,0.014274573,0.017984184,0.013464567,0.009134672,0.00006040077,0.0007515488,0.0012663793,0.94085956],"genre_scores_gemma":[0.026383944,0.008866495,0.009495651,0.0058505004,0.0019317555,0.00005318403,0.0006585354,0.0006246434,0.94613534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984548,0.00015149864,0.000058187154,0.00037481973,0.0007921713,0.0001685883],"domain_scores_gemma":[0.99858415,0.00027839124,0.00006467024,0.00030120305,0.0005639953,0.00020762952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001634784,0.000606277,0.0004340976,0.0020100025,0.0030474844,0.005648699,0.00094996253,0.0018269932,0.0895212],"category_scores_gemma":[0.0032372065,0.00050342025,0.0003898156,0.0014388594,0.0032182795,0.0066487235,0.0027166023,0.003417659,0.035588462],"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":[0.000056540935,0.0000129612035,0.0006390332,0.00013235831,0.0000069972134,0.0001220028,0.0011775385,0.00011292911,0.0011137214,0.28710353,0.43327144,0.27625096],"study_design_scores_gemma":[0.0000012931235,0.000005470245,0.00016540645,0.00004447106,0.0000012922274,0.00013845398,0.000104806975,0.00004398231,0.00022994213,0.0024465767,0.9968131,0.0000051679976],"about_ca_topic_score_codex":0.0070866514,"about_ca_topic_score_gemma":0.0106044505,"teacher_disagreement_score":0.0895212,"about_ca_system_score_codex":0.0030670129,"about_ca_system_score_gemma":0.0024217085,"threshold_uncertainty_score":0.29947823},"labels":[],"label_agreement":null},{"id":"W4231801091","doi":"10.32920/ryerson.14663016","title":"Transformation as a type: seeking a flexible housing type for the 21st century","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Realm; Typology; Transformation (genetics); Space (punctuation); Order (exchange); Economic system; Spacetime; Social transformation; Type (biology); Computer science; Economic geography; Sociology; Architectural engineering; Social change; Business; Political science; Geography; Engineering; Economics; Economic growth; Ecology","score_opus":0.021409476530852317,"score_gpt":0.24947693448015215,"score_spread":0.22806745794929983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231801091","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":[0.38601604,0.0017729558,0.2882121,0.0151304025,0.0006807712,0.00022362014,0.00016596197,0.00026470478,0.30753356],"genre_scores_gemma":[0.9582667,0.0004049239,0.028067706,0.00041140523,0.00004688944,0.00010942285,0.000050308667,0.00007893784,0.012563795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99918276,0.00037422063,0.000026774813,0.00012377207,0.0001398956,0.0001526505],"domain_scores_gemma":[0.99960834,0.000057344612,0.00004250782,0.0001483598,0.000053434902,0.00009004864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010729214,0.00027172398,0.00021526957,0.0005843541,0.0027526307,0.0042300327,0.0009772945,0.0011647092,0.0037599101],"category_scores_gemma":[0.0012275185,0.00021780179,0.00041927665,0.00075063726,0.010299868,0.006537004,0.0034423773,0.0011144653,0.0005468029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003257292,0.000023084753,0.003286034,0.00003015181,0.0000065986455,0.00022645909,0.015694676,0.0013956012,0.00046706497,0.955837,0.0022534882,0.020747352],"study_design_scores_gemma":[0.000030392037,0.00013836107,0.0042596143,0.00013012081,0.000013524535,0.0010050101,0.03861571,0.0068506175,0.00071122835,0.70653105,0.24166873,0.000045623674],"about_ca_topic_score_codex":0.0030501815,"about_ca_topic_score_gemma":0.0062784585,"teacher_disagreement_score":0.0042300327,"about_ca_system_score_codex":0.0017255092,"about_ca_system_score_gemma":0.0009148956,"threshold_uncertainty_score":0.012578189},"labels":[],"label_agreement":null},{"id":"W4231869254","doi":"10.32920/ryerson.14644488","title":"On an architecture of atmosphere","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"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":"Atmosphere (unit); Architecture; Conceptualization; Construct (python library); Architectural engineering; Computer science; Subject (documents); Engineering; Visual arts; Art; Artificial intelligence; Geography; Meteorology","score_opus":0.007511223212309619,"score_gpt":0.21070264407390035,"score_spread":0.20319142086159073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231869254","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":[0.021771917,0.005517756,0.21315742,0.021675494,0.0015366515,0.00007659929,0.0001952062,0.000554225,0.73551464],"genre_scores_gemma":[0.7421931,0.0060129478,0.1181784,0.0030740914,0.0009481018,0.00025048846,0.00032456568,0.00089450285,0.12812378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99860877,0.00064223073,0.000036423207,0.00026094433,0.00028028231,0.00017143758],"domain_scores_gemma":[0.99944586,0.0001843446,0.00003232531,0.00013386949,0.00011119348,0.00009252181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009552262,0.0008045427,0.00037579148,0.00088592473,0.004110216,0.0071828435,0.0011742287,0.0022226477,0.015294472],"category_scores_gemma":[0.00196112,0.0004637113,0.0008324776,0.00073920056,0.014995916,0.008443451,0.0061043715,0.0036342111,0.0031862282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057553984,0.0000032173382,0.00007814449,0.00002177314,0.0000030040928,0.00003535646,0.0011995813,0.0011521957,0.00019495597,0.9918218,0.001805903,0.003678244],"study_design_scores_gemma":[0.000008256829,0.000018184375,0.00021393178,0.00006817239,0.000007282596,0.00008674776,0.0008836292,0.0022557357,0.00022264362,0.80660033,0.18961896,0.000016222348],"about_ca_topic_score_codex":0.003870413,"about_ca_topic_score_gemma":0.003972115,"teacher_disagreement_score":0.015294472,"about_ca_system_score_codex":0.0025964899,"about_ca_system_score_gemma":0.0018015852,"threshold_uncertainty_score":0.051165044},"labels":[],"label_agreement":null},{"id":"W4232034828","doi":"10.1007/978-3-662-53120-4_300082","title":"Chip-Forms","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Chip; Computer science; Telecommunications","score_opus":0.0078271890539118,"score_gpt":0.17230167818275904,"score_spread":0.16447448912884724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232034828","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":[0.0004810981,0.0016176406,0.015686704,0.00047461517,0.0006471334,0.00003231547,0.0001876036,0.00031249784,0.9805604],"genre_scores_gemma":[0.0065919966,0.0011855413,0.0031091827,0.00022897618,0.00011608741,0.000039480034,0.00015904961,0.00018073907,0.988389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997514,0.000027857724,0.0000074414575,0.000056760964,0.0001263675,0.000030288917],"domain_scores_gemma":[0.9998665,0.00002284559,0.0000044098665,0.000043922115,0.000048212052,0.000014165224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019377329,0.0011041373,0.00042127483,0.0009933558,0.0013233413,0.0037163326,0.0011095722,0.00092743133,0.20393965],"category_scores_gemma":[0.0006142819,0.00045267277,0.00031242633,0.0010930325,0.0014253753,0.0030390774,0.001755785,0.0019644147,0.09359219],"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":[0.000013470535,0.00001494794,0.000051898714,0.00010757468,0.00000366908,0.000040102263,0.00017565145,0.0006682774,0.0013947058,0.6343404,0.21354431,0.14964505],"study_design_scores_gemma":[0.0000017048307,0.0000074176114,0.000044695713,0.00003128589,0.0000017772903,0.00005981449,0.00004124798,0.00032311335,0.0005830063,0.042856634,0.9560455,0.0000038121505],"about_ca_topic_score_codex":0.001672931,"about_ca_topic_score_gemma":0.004675916,"teacher_disagreement_score":0.20393965,"about_ca_system_score_codex":0.0015105099,"about_ca_system_score_gemma":0.00082476344,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4232053956","doi":"10.32920/ryerson.14645124.v1","title":"Hybrid social condenser tower","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tower; Infill; Urbanity; Context (archaeology); Blueprint; Architectural engineering; Downtown; Horizontal and vertical; Engineering; Civil engineering; Geography","score_opus":0.012386431444027537,"score_gpt":0.215132508458474,"score_spread":0.20274607701444647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232053956","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":[0.10332953,0.0012937654,0.08647976,0.012718013,0.0007486172,0.00022920326,0.0005081064,0.0008066086,0.7938865],"genre_scores_gemma":[0.8183172,0.00054280943,0.023549866,0.0007554923,0.00010666668,0.00014255257,0.00021023025,0.00019642446,0.15617882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896586,0.0003243193,0.000028545828,0.0001522333,0.00034231905,0.00018659577],"domain_scores_gemma":[0.9990571,0.0002108197,0.000051875388,0.00021548699,0.00024217297,0.00022250906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011006235,0.0005613455,0.00023775449,0.0009250534,0.0049816645,0.004042243,0.0009229264,0.0012081014,0.0167495],"category_scores_gemma":[0.001436791,0.00025705915,0.00039000335,0.0008443096,0.01089436,0.0022281585,0.002960172,0.0010628824,0.001360286],"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":[0.00002812364,0.000005401485,0.00068982353,0.000048965685,0.0000064965598,0.00031067588,0.00718507,0.0021397779,0.00060781377,0.9694912,0.011382469,0.00810411],"study_design_scores_gemma":[0.000040375195,0.0000615751,0.002241652,0.00009467044,0.00002066518,0.00039342928,0.010233929,0.011364138,0.0012711928,0.15191999,0.82231516,0.000043292144],"about_ca_topic_score_codex":0.15992327,"about_ca_topic_score_gemma":0.38934097,"teacher_disagreement_score":0.15992327,"about_ca_system_score_codex":0.01858452,"about_ca_system_score_gemma":0.0063070413,"threshold_uncertainty_score":0.31798482},"labels":[],"label_agreement":null},{"id":"W4232123859","doi":"10.32920/ryerson.14644041","title":"Light shapes space: how light influences our perception of space","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Materiality (auditing); Perception; Space (punctuation); Architecture; Architectural engineering; Computer science; Human–computer interaction; Aesthetics; Engineering; Visual arts; Psychology; Art","score_opus":0.010788914537738194,"score_gpt":0.22548996130662344,"score_spread":0.21470104676888524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232123859","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":[0.7225755,0.0015701749,0.042994283,0.003945754,0.00045898004,0.00006729146,0.00017552127,0.00028742544,0.22792512],"genre_scores_gemma":[0.9901376,0.0002820827,0.003234366,0.00022519147,0.000024965166,0.000017583407,0.000030049363,0.00011690582,0.005931142],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990326,0.00040301267,0.000016485128,0.00015653203,0.00024082135,0.00015057214],"domain_scores_gemma":[0.9992003,0.0003308951,0.00006876439,0.000076646844,0.00017312724,0.00015041884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005991748,0.00031920936,0.00020422337,0.00048712594,0.0021005673,0.0065651233,0.00048010083,0.00082201656,0.008134229],"category_scores_gemma":[0.002462712,0.0003539258,0.000546435,0.00042240095,0.0030993035,0.0036707858,0.0024008479,0.0014506951,0.0009105305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011843246,0.0004863973,0.0623213,0.00084285194,0.00031525324,0.0014949336,0.22912106,0.009035427,0.15000148,0.34412363,0.022978546,0.17809485],"study_design_scores_gemma":[0.00022109562,0.00089880393,0.181786,0.0006261759,0.00047002488,0.0017643104,0.14958203,0.024252536,0.03763902,0.2922092,0.3098967,0.0006541685],"about_ca_topic_score_codex":0.004749647,"about_ca_topic_score_gemma":0.004914284,"teacher_disagreement_score":0.008134229,"about_ca_system_score_codex":0.0011423266,"about_ca_system_score_gemma":0.00062878616,"threshold_uncertainty_score":0.027211666},"labels":[],"label_agreement":null},{"id":"W4232193523","doi":"10.1007/978-94-007-0753-5_104251","title":"Traditional Neighborhood Design","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Computer science; Geography","score_opus":0.03204711623679427,"score_gpt":0.17186231175309152,"score_spread":0.13981519551629726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232193523","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":[0.004686576,0.002650912,0.38442585,0.0007768337,0.00056410715,0.00006328425,0.00015440241,0.00054740673,0.6061307],"genre_scores_gemma":[0.123756,0.004400337,0.22295873,0.00047836578,0.0002868681,0.0002099844,0.0004050544,0.0006882833,0.64681643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99971765,0.000056458186,0.000009856662,0.00008085157,0.00011151399,0.000023577191],"domain_scores_gemma":[0.9998375,0.000033365326,0.000006560855,0.00005712406,0.00005212,0.000013299735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002558454,0.0005466398,0.00041876416,0.00052509084,0.0009222869,0.001533988,0.0009522689,0.00061695976,0.030747429],"category_scores_gemma":[0.00081322476,0.00028668458,0.00035092118,0.00068597525,0.0013606889,0.0021364274,0.0010997998,0.0010709965,0.007857581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012855494,0.000012579692,0.000079095604,0.00008562157,0.000007363291,0.00002163232,0.0001434288,0.0047857775,0.000758641,0.8058621,0.033181656,0.15504925],"study_design_scores_gemma":[0.00000843151,0.000027814765,0.00013439078,0.000079713405,0.000013254486,0.00015707365,0.00012547856,0.016733892,0.0014716488,0.45660132,0.5246343,0.000012578618],"about_ca_topic_score_codex":0.0017905281,"about_ca_topic_score_gemma":0.0043032905,"teacher_disagreement_score":0.030747429,"about_ca_system_score_codex":0.0010336767,"about_ca_system_score_gemma":0.00078433665,"threshold_uncertainty_score":0.10286045},"labels":[],"label_agreement":null},{"id":"W4232414117","doi":"10.22215/etd/2018-13361","title":"Folding as Utility, and Responsiveness: Prototyping in Ottawa","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Carleton University; Confederation College","funders":"","keywords":"Folding (DSP implementation); Computer science; Protein folding; Engineering; Chemistry; Mechanical engineering","score_opus":0.009302487213596887,"score_gpt":0.254074099343256,"score_spread":0.2447716121296591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232414117","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":[0.4363234,0.002565511,0.043496907,0.012312345,0.00037353317,0.00051033346,0.0005591959,0.0011272735,0.50273144],"genre_scores_gemma":[0.8095065,0.0018053367,0.04309543,0.00046515462,0.000012515055,0.0002964631,0.00032933513,0.0002829591,0.14420632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964154,0.0014972613,0.0001301761,0.0004658974,0.0008052435,0.0006860423],"domain_scores_gemma":[0.9956874,0.0016413846,0.00014185294,0.000710747,0.0011193269,0.00069933187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038341659,0.00073593535,0.0004291461,0.0010255763,0.013337918,0.007333184,0.0024987236,0.0020465564,0.011043949],"category_scores_gemma":[0.007506175,0.0008394587,0.00060887804,0.0017663816,0.011816985,0.0049239304,0.0063109337,0.0018968207,0.0013317239],"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":[0.0008498141,0.0002491773,0.0089684585,0.00047140647,0.000042045584,0.0030585225,0.16353118,0.033707738,0.014377264,0.59867555,0.03652221,0.13954665],"study_design_scores_gemma":[0.00008120391,0.0003317694,0.006550743,0.0005334853,0.00007196325,0.0006267598,0.07541566,0.013451246,0.013260885,0.056074727,0.8332312,0.00037031854],"about_ca_topic_score_codex":0.6960555,"about_ca_topic_score_gemma":0.8712684,"teacher_disagreement_score":0.6960555,"about_ca_system_score_codex":0.0486473,"about_ca_system_score_gemma":0.033767376,"threshold_uncertainty_score":0.61146903},"labels":[],"label_agreement":null},{"id":"W4232531706","doi":"10.32920/ryerson.14645142.v1","title":"Weathering Architecture: A Study of Contingency And Entropy in Our Built Environment","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Contingency; Weathering; Architectural engineering; Construct (python library); Context (archaeology); Computer science; Atmosphere (unit); Environmental resource management; Engineering; Environmental science; Meteorology; Geology; Geography","score_opus":0.01045957730609116,"score_gpt":0.21476016295983733,"score_spread":0.20430058565374618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232531706","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":[0.86357504,0.0008802064,0.06078165,0.0020742496,0.000040348834,0.0000240012,0.000049065842,0.000034236233,0.07254121],"genre_scores_gemma":[0.99624085,0.00015251954,0.0026929427,0.000025747666,0.000011061836,0.0000069702355,0.000009248833,0.000009517292,0.00085114746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99963593,0.00019203451,0.000010777733,0.00005603508,0.0000638026,0.000041543008],"domain_scores_gemma":[0.9988223,0.0007993023,0.00014335875,0.00009231007,0.000053332267,0.00008942588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000629824,0.00013167785,0.00015057817,0.0004497103,0.00082719466,0.002053555,0.00029737214,0.00036288745,0.0016983617],"category_scores_gemma":[0.002068858,0.00015380346,0.00018852385,0.0005755046,0.0050319815,0.0030907143,0.001096752,0.00070238224,0.00006631659],"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":[0.000041233958,0.000041884854,0.011833901,0.00006837153,0.00002614676,0.00026352576,0.025979761,0.016243557,0.0019801673,0.92853343,0.0007950809,0.01419299],"study_design_scores_gemma":[0.000013203714,0.00006642687,0.028143741,0.00005722314,0.000020259862,0.00024638645,0.018752115,0.039984632,0.000990928,0.89125645,0.020431725,0.00003688534],"about_ca_topic_score_codex":0.002764071,"about_ca_topic_score_gemma":0.003485615,"teacher_disagreement_score":0.002764071,"about_ca_system_score_codex":0.0009306127,"about_ca_system_score_gemma":0.0005566677,"threshold_uncertainty_score":0.0067520738},"labels":[],"label_agreement":null},{"id":"W4232553409","doi":"10.1017/s135913551500038x","title":"Expanding surfaces","year":2015,"lang":"en","type":"article","venue":"Architectural Research Quarterly","topic":"Architecture and Computational 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":"Exhibition; Context (archaeology); Architecture; Visual arts; Metis; Action (physics); Space (punctuation); Erasure; Art history; Art; Computer science; Archaeology; History; World Wide Web","score_opus":0.08314851969992715,"score_gpt":0.3415802755180372,"score_spread":0.25843175581811006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232553409","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":[0.1030167,0.0043033753,0.09293641,0.0023757312,0.00058770395,0.0000742228,0.00030310248,0.0009977246,0.7954051],"genre_scores_gemma":[0.8009673,0.0030784295,0.039833624,0.00042273646,0.00027182142,0.00007199858,0.0005334561,0.000848852,0.15397179],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994561,0.00012787088,0.000015293512,0.000117057134,0.00019085532,0.00009279023],"domain_scores_gemma":[0.9994332,0.00014976077,0.000025591838,0.00018434737,0.00011800583,0.00008910309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005319062,0.0005110014,0.00028209752,0.0009453119,0.0020495874,0.0041478802,0.0006366331,0.0009068478,0.030175239],"category_scores_gemma":[0.0019386534,0.00031207624,0.00045046283,0.0008323531,0.0033167247,0.0054624444,0.004831301,0.0012751811,0.0042808275],"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":[0.00007533656,0.000013902303,0.0006642955,0.00011073661,0.000007892256,0.00044759156,0.0125554,0.0023044557,0.0077594244,0.86421597,0.013173924,0.09867107],"study_design_scores_gemma":[0.000011691572,0.000056846566,0.0016512582,0.000118163705,0.000011033302,0.00086873694,0.008543342,0.003416449,0.0017124448,0.21258585,0.77100027,0.000023898503],"about_ca_topic_score_codex":0.0014911316,"about_ca_topic_score_gemma":0.0020785201,"teacher_disagreement_score":0.030175239,"about_ca_system_score_codex":0.00081670773,"about_ca_system_score_gemma":0.00042254696,"threshold_uncertainty_score":0.10094625},"labels":[],"label_agreement":null},{"id":"W4232991451","doi":"10.22215/timreview877","title":"The City as Living Laboratory: Empowering Citizens with the Citadel Toolkit","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Living lab; Architectural engineering; Sociology; Political science; Engineering; Computer science; Human–computer interaction","score_opus":0.014934719580184394,"score_gpt":0.2521174984648748,"score_spread":0.23718277888469042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232991451","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":[0.012774169,0.10980886,0.02520808,0.14389099,0.0057807122,0.0003296939,0.00030708275,0.0024306509,0.6994697],"genre_scores_gemma":[0.3418609,0.17064708,0.04256099,0.048720177,0.0024304073,0.0023634806,0.001000543,0.0014753402,0.38894108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962947,0.0021436654,0.00007698076,0.00017463381,0.00082045497,0.0004896395],"domain_scores_gemma":[0.9970956,0.0010916973,0.00017969518,0.00035135934,0.0005252092,0.00075636606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034361014,0.00050715264,0.00039894847,0.0009638572,0.0032619424,0.00669527,0.003524758,0.0033578246,0.032619353],"category_scores_gemma":[0.004109084,0.00021293953,0.0003967794,0.0014510929,0.0075509064,0.0047697597,0.012470894,0.0027455676,0.0051343543],"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":[0.000085010994,0.0001309146,0.000552978,0.0021109323,0.00002423467,0.00044805786,0.0064125224,0.0006271173,0.0013051096,0.4242352,0.2861603,0.27790758],"study_design_scores_gemma":[0.000018561292,0.000028603758,0.00031779957,0.0006994899,0.0000075447338,0.00014064006,0.0027898117,0.00008541794,0.0002949555,0.014386614,0.981212,0.000018490517],"about_ca_topic_score_codex":0.0083926115,"about_ca_topic_score_gemma":0.023227915,"teacher_disagreement_score":0.032619353,"about_ca_system_score_codex":0.0035134596,"about_ca_system_score_gemma":0.009753074,"threshold_uncertainty_score":0.109122634},"labels":[],"label_agreement":null},{"id":"W4233204654","doi":"10.32920/ryerson.14662632.v1","title":"Re-architecture: means-oriented design","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Mindset; Reuse; Demolition; Architectural engineering; Architecture; Resource (disambiguation); Fossil fuel; Lead (geology); Engineering; Ideal (ethics); Systems engineering; Construction engineering; Computer science; Civil engineering; Waste management; Political science","score_opus":0.01823421363211061,"score_gpt":0.22015486912451024,"score_spread":0.20192065549239963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233204654","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006761086,0.0004484103,0.96143466,0.00088654825,0.00009797007,0.00008208658,0.000074130265,0.0005087405,0.029706242],"genre_scores_gemma":[0.17396234,0.0010198223,0.8093723,0.00030316264,0.00006842194,0.00041899667,0.0002518948,0.0004467001,0.014156422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99933976,0.00027444898,0.000029008646,0.0000984553,0.0002053688,0.000052821793],"domain_scores_gemma":[0.9994215,0.000196151,0.00004030236,0.00017663602,0.0001246852,0.0000407346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013566596,0.00065799593,0.00038668443,0.00043524808,0.00066104287,0.0026899597,0.001285276,0.000724719,0.006378153],"category_scores_gemma":[0.001782412,0.0004089224,0.00089912256,0.00035746154,0.0021480506,0.0018037708,0.0018507183,0.0012811561,0.0013010163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036952984,0.000030493322,0.0003881989,0.00017418778,0.000034474928,0.00007059185,0.00042350526,0.08387105,0.002610234,0.85448915,0.0039398586,0.053931344],"study_design_scores_gemma":[0.000028513718,0.000036013313,0.00012210225,0.00006886012,0.000021181819,0.00007378987,0.000118378295,0.14771205,0.0013181454,0.78123844,0.069247864,0.000014613175],"about_ca_topic_score_codex":0.0010338362,"about_ca_topic_score_gemma":0.0015352344,"teacher_disagreement_score":0.006378153,"about_ca_system_score_codex":0.0008344778,"about_ca_system_score_gemma":0.0011508486,"threshold_uncertainty_score":0.021337032},"labels":[],"label_agreement":null},{"id":"W4233463915","doi":"10.32920/ryerson.14645142","title":"Weathering Architecture: A Study of Contingency And Entropy in Our Built Environment","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Contingency; Weathering; Context (archaeology); Construct (python library); Architectural engineering; Computer science; Atmosphere (unit); Environmental resource management; Engineering; Environmental science; Meteorology; Geology; Geography","score_opus":0.01045957730609116,"score_gpt":0.21476016295983733,"score_spread":0.20430058565374618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233463915","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":[0.86357504,0.0008802064,0.06078165,0.0020742496,0.000040348834,0.0000240012,0.000049065842,0.000034236233,0.07254121],"genre_scores_gemma":[0.99624085,0.00015251954,0.0026929427,0.000025747666,0.000011061836,0.0000069702355,0.000009248833,0.000009517292,0.00085114746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99963593,0.00019203451,0.000010777733,0.00005603508,0.0000638026,0.000041543008],"domain_scores_gemma":[0.9988223,0.0007993023,0.00014335875,0.00009231007,0.000053332267,0.00008942588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000629824,0.00013167785,0.00015057817,0.0004497103,0.00082719466,0.002053555,0.00029737214,0.00036288745,0.0016983617],"category_scores_gemma":[0.002068858,0.00015380346,0.00018852385,0.0005755046,0.0050319815,0.0030907143,0.001096752,0.00070238224,0.00006631659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041233958,0.000041884854,0.011833901,0.00006837153,0.00002614676,0.00026352576,0.025979761,0.016243557,0.0019801673,0.92853343,0.0007950809,0.01419299],"study_design_scores_gemma":[0.000013203714,0.00006642687,0.028143741,0.00005722314,0.000020259862,0.00024638645,0.018752115,0.039984632,0.000990928,0.89125645,0.020431725,0.00003688534],"about_ca_topic_score_codex":0.002764071,"about_ca_topic_score_gemma":0.003485615,"teacher_disagreement_score":0.002764071,"about_ca_system_score_codex":0.0009306127,"about_ca_system_score_gemma":0.0005566677,"threshold_uncertainty_score":0.0067520738},"labels":[],"label_agreement":null},{"id":"W4233541022","doi":"10.5596/c13-002","title":"Google Hangouts","year":2013,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.003168089074900239,"score_gpt":0.20013500927532685,"score_spread":0.1969669202004266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233541022","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":[0.0016868216,0.0031191297,0.007773282,0.0017108299,0.0010081929,0.00039702436,0.034016818,0.12357253,0.82671547],"genre_scores_gemma":[0.01736025,0.004515158,0.0098847,0.0018898422,0.0008700822,0.0004959633,0.09273485,0.038748693,0.8335005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914515,0.000051480645,0.00003549254,0.000109825276,0.00048406143,0.000173977],"domain_scores_gemma":[0.99799794,0.000162235,0.00006732413,0.00050766655,0.0008214686,0.00044331115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005512394,0.0025552984,0.0012301736,0.004758473,0.0018550334,0.0054352037,0.0030313677,0.0024453853,0.48426798],"category_scores_gemma":[0.004015637,0.00096676714,0.0013548887,0.0049546533,0.0008642116,0.0065491013,0.004901662,0.0016691674,0.45211604],"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":[0.000060131733,0.000013111068,0.00011377322,0.00018596018,0.00000720485,0.00007705061,0.00006212613,0.000062919506,0.00023221958,0.003042841,0.96317965,0.03296303],"study_design_scores_gemma":[0.000035582943,0.000015382873,0.0004567383,0.00006877263,0.000008532775,0.00011398122,0.00006257586,0.00021866818,0.00028062533,0.0022919704,0.9964193,0.000027866528],"about_ca_topic_score_codex":0.02011742,"about_ca_topic_score_gemma":0.034731355,"teacher_disagreement_score":0.48426798,"about_ca_system_score_codex":0.0011802877,"about_ca_system_score_gemma":0.0024518357,"threshold_uncertainty_score":0.7356291},"labels":[],"label_agreement":null},{"id":"W4233634820","doi":"10.22215/etd/2016-11347","title":"Participation Necessary: An Inquiry into a Moment in Time and Space","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Architecture; Interrogation; Embodied cognition; Space (punctuation); Consciousness; Process (computing); Moment (physics); Epistemology; Architectural engineering; Work (physics); Sociology; Engineering; Computer science; Political science; Visual arts; Artificial intelligence; Art; Mechanical engineering; Law","score_opus":0.010721084945975198,"score_gpt":0.2651632878776458,"score_spread":0.25444220293167064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233634820","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":[0.30469313,0.007182972,0.06813781,0.07716208,0.0010657056,0.000315338,0.0001356521,0.0001346939,0.54117256],"genre_scores_gemma":[0.9853864,0.00124718,0.0037710886,0.0008541452,0.0000970285,0.00018581164,0.000028112765,0.00006008404,0.008370149],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98559314,0.012026411,0.00019299475,0.0007679276,0.0007231781,0.0006962885],"domain_scores_gemma":[0.988079,0.008416903,0.0007563209,0.0007792451,0.0006526973,0.0013158614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010267352,0.00040627786,0.0005325304,0.0012393261,0.011838324,0.014082312,0.0018311737,0.0029892726,0.005643736],"category_scores_gemma":[0.01385644,0.00045389368,0.0005521788,0.0014693976,0.039395507,0.021178218,0.011855462,0.0054275123,0.00069448777],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000366673,0.000027852986,0.00067405903,0.00011456604,0.000004590375,0.00028160663,0.5331741,0.00009751994,0.00034165906,0.45524928,0.0017290709,0.00826912],"study_design_scores_gemma":[0.000020111716,0.00006304293,0.0010167701,0.0004262235,0.000012068151,0.00047764048,0.56658643,0.0003737391,0.00035901545,0.19688474,0.23375875,0.000021478281],"about_ca_topic_score_codex":0.0032132354,"about_ca_topic_score_gemma":0.003677894,"teacher_disagreement_score":0.014082312,"about_ca_system_score_codex":0.004583483,"about_ca_system_score_gemma":0.0066519775,"threshold_uncertainty_score":0.054299593},"labels":[],"label_agreement":null},{"id":"W4233678727","doi":"10.5117/9789462989498_ch01","title":"Introducing Massive Media","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","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":"George Brown College","funders":"","keywords":"Affordance; Architecture; Movie theater; Digital media; Public space; Visualization; Social media; Public sphere; Space (punctuation); Order (exchange); New media; Computer science; Multimedia; Architectural engineering; Visual arts; Human–computer interaction; Engineering; Political science; Art; World Wide Web; Artificial intelligence; Business","score_opus":0.00828798324821255,"score_gpt":0.17761409141728907,"score_spread":0.1693261081690765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233678727","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":[0.001901463,0.016109837,0.09355135,0.007004932,0.0036114787,0.00013699924,0.00022349556,0.0010897327,0.8763706],"genre_scores_gemma":[0.09477033,0.041924965,0.12325471,0.0073280237,0.0050412607,0.000775979,0.00068849436,0.0019090439,0.7243072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991554,0.00028221586,0.00003345736,0.00011911734,0.00032431804,0.00008550785],"domain_scores_gemma":[0.99925965,0.0004070236,0.000032782787,0.00012466502,0.000103032566,0.0000728325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008110239,0.0008032416,0.00027469918,0.0018628282,0.0026708331,0.007417924,0.0013090726,0.0022514982,0.043146573],"category_scores_gemma":[0.0019483087,0.0005046603,0.00048765558,0.0013486088,0.0038888867,0.011616963,0.0044062375,0.00321941,0.010647893],"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":[0.0000060883895,0.0000087478375,0.000051002356,0.000115004004,0.0000017280122,0.00009938559,0.0016094678,0.00021611116,0.00027899654,0.93405104,0.029329034,0.034233235],"study_design_scores_gemma":[0.0000013843464,0.0000045496677,0.000029520486,0.000119341195,0.0000010158411,0.00019256755,0.00029900458,0.00020179174,0.00019173595,0.07113322,0.9278204,0.0000055651003],"about_ca_topic_score_codex":0.0015296282,"about_ca_topic_score_gemma":0.0025776497,"teacher_disagreement_score":0.043146573,"about_ca_system_score_codex":0.0019369583,"about_ca_system_score_gemma":0.0011720893,"threshold_uncertainty_score":0.14433968},"labels":[],"label_agreement":null},{"id":"W4233848164","doi":"10.32920/ryerson.14646933","title":"Re: Purpose I reframing the purpose of construction waste","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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":"Reuse; Cognitive reframing; Context (archaeology); Architectural engineering; Construction waste; Architecture; Psychological intervention; Quality (philosophy); Engineering; Environmental planning; Business; Waste management; Environmental science; Geography","score_opus":0.009828855198508495,"score_gpt":0.20692815198793918,"score_spread":0.1970992967894307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233848164","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":[0.05066844,0.0030225492,0.14120044,0.026354771,0.0028750303,0.00016072766,0.00031176684,0.00089866074,0.77450764],"genre_scores_gemma":[0.7584762,0.0033600118,0.06306091,0.004278215,0.00063215714,0.00037887006,0.00051525584,0.0026023777,0.16669595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950465,0.0028172592,0.00018197174,0.00055004394,0.0008893449,0.00051485514],"domain_scores_gemma":[0.9959299,0.0013960057,0.0002741675,0.0013832371,0.0006749774,0.00034177199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003731798,0.0009184294,0.00050018734,0.0015016742,0.0038791369,0.012051717,0.0015939251,0.0030412322,0.015251106],"category_scores_gemma":[0.0086328825,0.00059699075,0.0009862634,0.001537975,0.013287172,0.018659536,0.008900848,0.0035529244,0.004268072],"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":[0.000036100002,0.000023679973,0.00090578746,0.00016132569,0.0000064623637,0.00019649809,0.016975557,0.0007879471,0.0008100115,0.94640815,0.011355705,0.022332784],"study_design_scores_gemma":[0.000010415086,0.000046424702,0.0007709954,0.00047693017,0.000016797167,0.0004808464,0.02761146,0.001723196,0.0013587811,0.23828478,0.7291739,0.000045427147],"about_ca_topic_score_codex":0.0030393708,"about_ca_topic_score_gemma":0.00526632,"teacher_disagreement_score":0.015251106,"about_ca_system_score_codex":0.0030798803,"about_ca_system_score_gemma":0.002909636,"threshold_uncertainty_score":0.051020026},"labels":[],"label_agreement":null},{"id":"W4233999533","doi":"10.21312/978-1-926724-77-5","title":"Aurora : Scotiabank Nuit Blanche, Royal Conservatory of Music, Toronto, Canada - 2010 / Philip Beesley (Living Architecture Systems Group)","year":2016,"lang":"en","type":"book","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Architecture; Performance art; Art history; History; Art; Geography; Cartography; Visual arts","score_opus":0.0059007048634373465,"score_gpt":0.15916881496631283,"score_spread":0.15326811010287547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233999533","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":[0.0008448437,0.0368829,0.0024286835,0.0057780254,0.005993588,0.000064869724,0.001828172,0.0013526456,0.9448263],"genre_scores_gemma":[0.0009043914,0.0026677663,0.00029604527,0.00020390814,0.00014329255,0.0000066939865,0.00017461342,0.00023010714,0.9953731],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997465,0.000015390731,0.0000072371326,0.000054622462,0.000139899,0.00003623805],"domain_scores_gemma":[0.999703,0.000031971074,0.0000112259,0.000025260348,0.00014258634,0.00008602293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040491862,0.0012220237,0.0006373917,0.0015305832,0.002941614,0.004355656,0.0007054543,0.0012779386,0.2459442],"category_scores_gemma":[0.00081264926,0.00063604664,0.00027983214,0.0016302933,0.00090431795,0.0028156692,0.0016488323,0.0020210643,0.1167707],"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":[0.00001343671,0.0000047415792,0.000047970803,0.000051511313,0.0000010097716,0.000023839464,0.00012815451,0.00006115452,0.00012543821,0.006035257,0.9377104,0.055797234],"study_design_scores_gemma":[0.000001246648,0.0000022685583,0.00011559083,0.000033564153,6.4083633e-7,0.00003654664,0.00005383712,0.000020659116,0.000051622552,0.00041339023,0.9992685,0.0000022675981],"about_ca_topic_score_codex":0.1229831,"about_ca_topic_score_gemma":0.4489658,"teacher_disagreement_score":0.8770169,"about_ca_system_score_codex":0.0042685485,"about_ca_system_score_gemma":0.0041058483,"threshold_uncertainty_score":0.82276535},"labels":[],"label_agreement":null},{"id":"W4234088223","doi":"10.1260/1478-0771.9.3.251","title":"Heavy Design","year":2011,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Architecture; Representation (politics); Computer science; Point (geometry); Architectural engineering; Engineering; Data science; Software engineering","score_opus":0.03145645536449753,"score_gpt":0.23109273476990688,"score_spread":0.19963627940540934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234088223","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":[0.0038893877,0.0013054723,0.3190302,0.0030547737,0.0016535809,0.0004643824,0.00062400365,0.0040602065,0.665918],"genre_scores_gemma":[0.14567162,0.0020109569,0.22839664,0.003858225,0.00060593424,0.0008101151,0.001963462,0.0023737997,0.6143092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755836,0.0005105654,0.00013044664,0.00052750873,0.0009904566,0.00028267663],"domain_scores_gemma":[0.9975067,0.00047778364,0.00010328254,0.0009989683,0.0007239305,0.00018931477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001954598,0.001317882,0.00074747077,0.0015758893,0.0023407727,0.0051662284,0.0026595767,0.0023651866,0.15738513],"category_scores_gemma":[0.0047548003,0.00074906263,0.0013774688,0.0011299315,0.002906619,0.005170345,0.005059494,0.002327253,0.04457171],"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":[0.0001417919,0.000083843246,0.0005965149,0.00039582525,0.00003413156,0.00019388845,0.0007834806,0.003120187,0.003036439,0.6674509,0.08443735,0.23972559],"study_design_scores_gemma":[0.000030746054,0.0000698663,0.00023462223,0.00013336285,0.00002199032,0.00026436383,0.00018981525,0.004396003,0.0017857666,0.13731754,0.85552865,0.00002725212],"about_ca_topic_score_codex":0.0015710068,"about_ca_topic_score_gemma":0.0027890974,"teacher_disagreement_score":0.15738513,"about_ca_system_score_codex":0.002116791,"about_ca_system_score_gemma":0.002405281,"threshold_uncertainty_score":0.5265057},"labels":[],"label_agreement":null},{"id":"W4235152504","doi":"10.22215/etd/2014-10218","title":"Pop // Rock: Deployable Urban Performance Architecture","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Architecture; Perception; Event (particle physics); Space (punctuation); Architectural engineering; Aesthetics; Geography; Visual arts; Computer science; Psychology; Engineering; Art","score_opus":0.0033558170068725404,"score_gpt":0.17716676997506905,"score_spread":0.1738109529681965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235152504","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":[0.060938433,0.00071084907,0.4418642,0.003861303,0.0005950637,0.00026492108,0.0014389692,0.026389243,0.46393698],"genre_scores_gemma":[0.5825327,0.0015721916,0.21019419,0.00047584638,0.00019427013,0.00031113075,0.0030631805,0.0060431976,0.19561325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997278,0.00006166207,0.000007324644,0.00003696647,0.00012020918,0.000046036366],"domain_scores_gemma":[0.9997867,0.00003767145,0.000010144849,0.00007421391,0.00003766624,0.00005365811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004190882,0.0006761937,0.00014406494,0.00036001625,0.0007506379,0.0024433762,0.00090824044,0.0006195726,0.02415094],"category_scores_gemma":[0.0010459328,0.00027228982,0.00025763965,0.00033991615,0.0011530212,0.0020628565,0.002687497,0.0010421502,0.0056517753],"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":[0.00022474618,0.00013443624,0.0019817837,0.00039316795,0.000033424658,0.00045766003,0.0048490325,0.03134945,0.027114714,0.4738305,0.15114632,0.30848485],"study_design_scores_gemma":[0.000053275762,0.00009605518,0.0016167036,0.000116938776,0.000021790785,0.0003455697,0.001509434,0.037029933,0.010130183,0.056854192,0.8921724,0.000053661766],"about_ca_topic_score_codex":0.003349282,"about_ca_topic_score_gemma":0.0068241004,"teacher_disagreement_score":0.02415094,"about_ca_system_score_codex":0.0005890541,"about_ca_system_score_gemma":0.000596619,"threshold_uncertainty_score":0.08079296},"labels":[],"label_agreement":null},{"id":"W4235416579","doi":"10.32920/ryerson.14644935.v1","title":"The material architect: physically engaging the design process","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Architectural engineering; Praxis; Architectural design; Engineering; Design process; Computer science; Work in process; Visual arts; Art; Operations management; Epistemology","score_opus":0.012094511220778242,"score_gpt":0.21897978281092004,"score_spread":0.2068852715901418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235416579","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":[0.054235645,0.002468547,0.6699296,0.015525526,0.0009937681,0.000339581,0.000065187545,0.0008755904,0.25556657],"genre_scores_gemma":[0.6117292,0.0016515063,0.31728396,0.0019357838,0.00017572567,0.00049858046,0.00010986107,0.00057693006,0.0660384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9902305,0.00785756,0.00010255566,0.0005495037,0.0009803261,0.00027951156],"domain_scores_gemma":[0.996298,0.002301068,0.00010866008,0.0007995746,0.00020631272,0.00028640789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008022374,0.0010710842,0.0004908548,0.00089442986,0.004491102,0.011390223,0.0016755778,0.0033440082,0.012146191],"category_scores_gemma":[0.009978924,0.0006960625,0.0006742252,0.00061872904,0.01976379,0.009660504,0.010124681,0.0031690276,0.0029492374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009359222,0.00012041801,0.000588194,0.0002718111,0.000021195327,0.0006546623,0.090613626,0.002412675,0.006445788,0.84338033,0.0073662437,0.0480314],"study_design_scores_gemma":[0.000097870114,0.00020229556,0.00034003393,0.00036183067,0.000033435845,0.0007069699,0.02450507,0.0057984134,0.0033535322,0.39951444,0.56502396,0.000062060935],"about_ca_topic_score_codex":0.0008209047,"about_ca_topic_score_gemma":0.0012916157,"teacher_disagreement_score":0.012146191,"about_ca_system_score_codex":0.0019583483,"about_ca_system_score_gemma":0.003307648,"threshold_uncertainty_score":0.042426825},"labels":[],"label_agreement":null},{"id":"W4235452301","doi":"10.32920/ryerson.14665029.v1","title":"Resilietn Coupling: The Systems Of Coastally Dependent Communities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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":"Settlement (finance); Resilience (materials science); Multitude; Psychological resilience; Architecture; Face (sociological concept); Geography; Environmental resource management; Political science; Environmental planning; Environmental ethics; Sociology; Computer science; Environmental science; Law; Archaeology; Social science","score_opus":0.019906547060746065,"score_gpt":0.2161042791880222,"score_spread":0.19619773212727612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235452301","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":[0.48025224,0.0010477194,0.4043971,0.005250536,0.00019453811,0.00015147826,0.00022222268,0.00034029622,0.10814382],"genre_scores_gemma":[0.9617064,0.00036321385,0.025752926,0.0002438279,0.000043426688,0.000094697694,0.000087750006,0.00004596231,0.011661782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993424,0.00025348752,0.000020698133,0.00017348658,0.000110338944,0.00009958838],"domain_scores_gemma":[0.9990169,0.00024515262,0.00013885777,0.00021603447,0.00011335488,0.00026963858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079165446,0.00031975,0.00032092887,0.00066979043,0.0019491006,0.00300439,0.0010402006,0.00090823876,0.0048649744],"category_scores_gemma":[0.0025000598,0.0003750517,0.0005225719,0.00053418934,0.0037589655,0.0034724805,0.005704525,0.0010242786,0.00040921915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056254186,0.000041528318,0.004545537,0.000090179004,0.00006742363,0.0006358342,0.004860751,0.064122856,0.0030783769,0.9016251,0.0023861835,0.01849007],"study_design_scores_gemma":[0.00004147929,0.000087953544,0.0031486908,0.00008119872,0.00003711381,0.00041655236,0.0033564852,0.13070324,0.0008466589,0.8214695,0.039763972,0.00004710751],"about_ca_topic_score_codex":0.004366949,"about_ca_topic_score_gemma":0.003287672,"teacher_disagreement_score":0.0048649744,"about_ca_system_score_codex":0.0011405488,"about_ca_system_score_gemma":0.0012709553,"threshold_uncertainty_score":0.016274929},"labels":[],"label_agreement":null},{"id":"W4235670246","doi":"10.35483/acsa.intlp.2016.11","title":"FXAT SCREEN","year":2016,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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; Realm; Exhibition; Computer science; Architectural engineering; Visual arts; Computer graphics (images); Art; Engineering; Geography","score_opus":0.005433769721314118,"score_gpt":0.16813678151253317,"score_spread":0.16270301179121904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235670246","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":[0.008459557,0.00044829457,0.016573539,0.0013605057,0.0012102526,0.0005652821,0.024397103,0.021112844,0.9258726],"genre_scores_gemma":[0.07633719,0.0005416059,0.018500214,0.0012117095,0.0004000613,0.0005867767,0.020675423,0.0075917644,0.8741553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976677,0.000024831252,0.000006273811,0.000041542782,0.00009983916,0.000060648217],"domain_scores_gemma":[0.9991553,0.00019727222,0.000015745703,0.00013376091,0.0003664131,0.00013162773],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038026625,0.001004158,0.00042915915,0.0010914401,0.0013218662,0.0029390487,0.0009581014,0.0012191591,0.6368463],"category_scores_gemma":[0.0018181639,0.00036117595,0.0005397798,0.0006754024,0.00039067387,0.0016501453,0.0020097834,0.0010650241,0.17026757],"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":[0.000351278,0.000055259068,0.00058053393,0.00021266766,0.000010023693,0.00045343192,0.0005679892,0.00028993582,0.004768855,0.007717415,0.9221083,0.06288437],"study_design_scores_gemma":[0.00006311304,0.000058296864,0.0025226518,0.00008211177,0.000014579124,0.00034775925,0.0004682313,0.0009467945,0.0020303112,0.0014514312,0.991983,0.000031587126],"about_ca_topic_score_codex":0.0135012735,"about_ca_topic_score_gemma":0.024418568,"teacher_disagreement_score":0.3631537,"about_ca_system_score_codex":0.0008163071,"about_ca_system_score_gemma":0.00085816515,"threshold_uncertainty_score":0.51799464},"labels":[],"label_agreement":null},{"id":"W4235804604","doi":"10.32920/ryerson.14645124","title":"Hybrid social condenser tower","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tower; Infill; Urbanity; Context (archaeology); Architectural engineering; Blueprint; Downtown; Horizontal and vertical; Engineering; Civil engineering; Geography; Archaeology; Mechanical engineering","score_opus":0.012386431444027537,"score_gpt":0.215132508458474,"score_spread":0.20274607701444647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235804604","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":[0.10332953,0.0012937654,0.08647976,0.012718013,0.0007486172,0.00022920326,0.0005081064,0.0008066086,0.7938865],"genre_scores_gemma":[0.8183172,0.00054280943,0.023549866,0.0007554923,0.00010666668,0.00014255257,0.00021023025,0.00019642446,0.15617882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896586,0.0003243193,0.000028545828,0.0001522333,0.00034231905,0.00018659577],"domain_scores_gemma":[0.9990571,0.0002108197,0.000051875388,0.00021548699,0.00024217297,0.00022250906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011006235,0.0005613455,0.00023775449,0.0009250534,0.0049816645,0.004042243,0.0009229264,0.0012081014,0.0167495],"category_scores_gemma":[0.001436791,0.00025705915,0.00039000335,0.0008443096,0.01089436,0.0022281585,0.002960172,0.0010628824,0.001360286],"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":[0.00002812364,0.000005401485,0.00068982353,0.000048965685,0.0000064965598,0.00031067588,0.00718507,0.0021397779,0.00060781377,0.9694912,0.011382469,0.00810411],"study_design_scores_gemma":[0.000040375195,0.0000615751,0.002241652,0.00009467044,0.00002066518,0.00039342928,0.010233929,0.011364138,0.0012711928,0.15191999,0.82231516,0.000043292144],"about_ca_topic_score_codex":0.15992327,"about_ca_topic_score_gemma":0.38934097,"teacher_disagreement_score":0.15992327,"about_ca_system_score_codex":0.01858452,"about_ca_system_score_gemma":0.0063070413,"threshold_uncertainty_score":0.31798482},"labels":[],"label_agreement":null},{"id":"W4236302501","doi":"10.32920/ryerson.14644380.v1","title":"Alt Housing: Between the Grain","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Adaptability; Misrepresentation; Architectural engineering; Neglect; Ideology; Sociology; Accommodation; Public housing; Civil engineering; Political science; Engineering; Geography; Psychology; Economics; Politics; Management; Law","score_opus":0.019625198767413508,"score_gpt":0.22607431361623273,"score_spread":0.20644911484881923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236302501","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":[0.039580174,0.0059626605,0.03511731,0.02270021,0.0017427907,0.00005677599,0.0004903921,0.00034694868,0.89400274],"genre_scores_gemma":[0.61835915,0.004409463,0.019181097,0.0022652503,0.0003821252,0.00009470096,0.0005806362,0.00042326906,0.3543043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995409,0.00014034804,0.000012993342,0.000110293215,0.00011584144,0.00007971116],"domain_scores_gemma":[0.9997781,0.00003770872,0.000015874835,0.00006321639,0.000046066485,0.000059045713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004398863,0.00032797523,0.00021525624,0.00039745835,0.0025677104,0.0063343793,0.0004893011,0.0012828697,0.048261777],"category_scores_gemma":[0.001229961,0.00027484455,0.00021706124,0.0008989294,0.0029385332,0.005222434,0.003154009,0.0013157391,0.007843726],"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":[0.000039160674,0.000018390489,0.0013545748,0.00005313214,0.0000066098946,0.00012056712,0.0022754706,0.0007206955,0.00030355208,0.88660604,0.04086405,0.067637786],"study_design_scores_gemma":[0.000009309441,0.000033078475,0.001916295,0.00012832244,0.0000067726405,0.00015130652,0.004363362,0.0013041745,0.00031566457,0.2386692,0.7530901,0.000012475028],"about_ca_topic_score_codex":0.006480473,"about_ca_topic_score_gemma":0.014557027,"teacher_disagreement_score":0.048261777,"about_ca_system_score_codex":0.0020463355,"about_ca_system_score_gemma":0.0011192524,"threshold_uncertainty_score":0.16145176},"labels":[],"label_agreement":null},{"id":"W4236510771","doi":"10.22215/etd/2006-12742","title":"Adapting a method of architectural design for the real world from sequential images by Dave McKean","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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; Space (punctuation); Narrative; Experiential learning; Computer science; Human–computer interaction; Aesthetics; Visual arts; Artificial intelligence; Engineering; Art; Architectural engineering; Mathematics; Literature; Mathematics education","score_opus":0.018982277050140738,"score_gpt":0.27589611876439785,"score_spread":0.25691384171425713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236510771","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010860447,0.0012062526,0.8611862,0.0045273225,0.00039917527,0.00017383235,0.000069626665,0.00038434632,0.121192865],"genre_scores_gemma":[0.16869433,0.0012360796,0.7762018,0.00047762762,0.00011166499,0.00032782363,0.00007782652,0.00043258385,0.052440304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987452,0.0007223461,0.000040076546,0.00019977175,0.0002376014,0.000054897326],"domain_scores_gemma":[0.9991478,0.00045293066,0.00003456289,0.00018245552,0.00013100909,0.00005121986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017087002,0.0005157944,0.00023140848,0.0012957619,0.0024004001,0.0040819645,0.0009402565,0.0007696391,0.009129989],"category_scores_gemma":[0.003373961,0.0004896834,0.00064830494,0.00076701643,0.007894822,0.0048771435,0.0031508326,0.0016355499,0.0013801076],"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":[0.000020281153,0.000013424112,0.00018164008,0.00008670825,0.000005751184,0.00012263442,0.009231454,0.002265362,0.0016613338,0.9277146,0.007130271,0.05156661],"study_design_scores_gemma":[0.00002502952,0.00003612186,0.00021300894,0.00015116988,0.000017759305,0.00043204447,0.0036697958,0.011734597,0.002580533,0.32476473,0.65633446,0.00004071116],"about_ca_topic_score_codex":0.0070001516,"about_ca_topic_score_gemma":0.014608894,"teacher_disagreement_score":0.009129989,"about_ca_system_score_codex":0.0025473044,"about_ca_system_score_gemma":0.0018956701,"threshold_uncertainty_score":0.03054291},"labels":[],"label_agreement":null},{"id":"W4236578302","doi":"10.32920/ryerson.14663283","title":"Wood: Embedded Responsiveness","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"University of Minnesota","keywords":"Architecture; Performative utterance; Context (archaeology); Architectural engineering; Focus (optics); Aesthetics; Materiality (auditing); Engineering; Art; Visual arts; History; Archaeology","score_opus":0.012692680812248279,"score_gpt":0.2284907585461759,"score_spread":0.21579807773392762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236578302","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":[0.07682514,0.0022904482,0.44526276,0.002978854,0.00070693827,0.00012544973,0.0005998163,0.003780958,0.46742958],"genre_scores_gemma":[0.7817226,0.0020110174,0.07883418,0.0009956653,0.0002263154,0.00022639419,0.0005944375,0.0011986651,0.13419063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995753,0.00009533356,0.000013546859,0.00011714414,0.00013487168,0.0000637544],"domain_scores_gemma":[0.9997061,0.00010924025,0.000023310997,0.00007825617,0.00004362388,0.0000393529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030211874,0.0006092704,0.00025380528,0.00039935566,0.00076356076,0.0029640065,0.00078977,0.0011893949,0.028761094],"category_scores_gemma":[0.0012182293,0.00034093342,0.00038540113,0.00046720108,0.0015315885,0.00343474,0.0028281251,0.0011098577,0.0049259197],"study_design_candidate":"bench_or_experimental","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":[0.00008331558,0.00005631079,0.0005572446,0.00025354177,0.000020571511,0.000520265,0.0013423213,0.016309535,0.022552287,0.8730642,0.011798641,0.07344179],"study_design_scores_gemma":[0.0000309247,0.00009526441,0.0009986126,0.00014685534,0.000030625746,0.00076362677,0.0012184783,0.04215454,0.0151808625,0.49591467,0.44340694,0.000058560378],"about_ca_topic_score_codex":0.0006812198,"about_ca_topic_score_gemma":0.00077060156,"teacher_disagreement_score":0.028761094,"about_ca_system_score_codex":0.00047348632,"about_ca_system_score_gemma":0.00039026164,"threshold_uncertainty_score":0.09621543},"labels":[],"label_agreement":null},{"id":"W4236627635","doi":"10.32920/ryerson.14654667.v1","title":"Living in-between the Phenomenology of the Corridic Space","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Liminality; Dialectic; Transformative learning; Dynamism; Phenomenology (philosophy); Space (punctuation); Sociology; Perspective (graphical); Aesthetics; Embodied cognition; Epistemology; Computer science; Anthropology; Visual arts; Philosophy; Art","score_opus":0.012091462565765218,"score_gpt":0.2007595040447809,"score_spread":0.1886680414790157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236627635","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":[0.28433457,0.0072500887,0.24301496,0.016080838,0.0007080269,0.000108148866,0.00029469602,0.0001732688,0.4480354],"genre_scores_gemma":[0.9828096,0.0010867225,0.008928144,0.0004045164,0.0000734867,0.000052369032,0.000041649866,0.00006126987,0.006542307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99905115,0.0006343154,0.000020115023,0.00012509391,0.00009800396,0.000071258815],"domain_scores_gemma":[0.999015,0.0005900292,0.000071620045,0.00016771676,0.000058146055,0.00009753255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010472459,0.00028235532,0.0001865935,0.00064936734,0.0029571843,0.004398513,0.0005957573,0.0012303682,0.0034121352],"category_scores_gemma":[0.002536847,0.00015879815,0.000320764,0.0010415368,0.022494616,0.007735985,0.0030995922,0.0016425248,0.0003947929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032256477,0.000009322419,0.000733371,0.00009537848,0.0000049559694,0.00022842627,0.058926854,0.0005226576,0.00066560117,0.93222654,0.0014769009,0.005077755],"study_design_scores_gemma":[0.000018041103,0.000055382796,0.0016164941,0.0002964754,0.000012170766,0.0012665654,0.08221613,0.0015537904,0.00074477284,0.70467937,0.20749195,0.000048933725],"about_ca_topic_score_codex":0.0015582726,"about_ca_topic_score_gemma":0.0018968576,"teacher_disagreement_score":0.004398513,"about_ca_system_score_codex":0.0012235297,"about_ca_system_score_gemma":0.00080343295,"threshold_uncertainty_score":0.011414707},"labels":[],"label_agreement":null},{"id":"W4236739242","doi":"10.32920/ryerson.14646015","title":"A Flat World for a Short Real","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Sign (mathematics); Negotiation; Binary opposition; Genius; Aesthetics; Vision; Sociology; Epistemology; Visual arts; Art; Philosophy; Literature; Social science; Mathematics","score_opus":0.021294946605352884,"score_gpt":0.24755705782333232,"score_spread":0.22626211121797943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236739242","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":[0.028738905,0.0028520927,0.09566677,0.0198929,0.0010119211,0.00008925127,0.00020124826,0.0004069489,0.85113996],"genre_scores_gemma":[0.7502368,0.0018293693,0.030679898,0.0025284959,0.00032848417,0.00020097873,0.0002847523,0.0005319193,0.2133793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984738,0.0007823932,0.00003683352,0.00023310959,0.00031685553,0.00015699626],"domain_scores_gemma":[0.99907565,0.00029197193,0.000050442428,0.00023501068,0.00015476743,0.00019212833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012263954,0.00051223545,0.00025072953,0.00081854564,0.0051128464,0.008704449,0.0005673414,0.0014976163,0.031518064],"category_scores_gemma":[0.0034492824,0.0002632845,0.0002627153,0.000702795,0.011929249,0.0115454085,0.0043488727,0.0027444893,0.004714741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071825402,0.0000034358309,0.000040677853,0.000010138302,5.614598e-7,0.000026877242,0.001563309,0.00006658325,0.000107659995,0.9902379,0.0034557467,0.004479902],"study_design_scores_gemma":[0.0000084712,0.000024493958,0.00022006502,0.00006289714,0.0000031566838,0.0001232385,0.0043174005,0.00063724886,0.0002463871,0.56409955,0.4302423,0.000014794974],"about_ca_topic_score_codex":0.004577791,"about_ca_topic_score_gemma":0.006147833,"teacher_disagreement_score":0.031518064,"about_ca_system_score_codex":0.0032457968,"about_ca_system_score_gemma":0.0021687276,"threshold_uncertainty_score":0.10543847},"labels":[],"label_agreement":null},{"id":"W4237741127","doi":"10.32920/ryerson.14664216","title":"An Accidental Architecture : the Architecture of the Imperfect","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Accidental; Architecture; Imperfect; Functionalism (philosophy of mind); Formalism (music); Computer science; Teleology; Accident (philosophy); Function (biology); Aesthetics; Epistemology; Philosophy; Art; Physics; Literature; Visual arts","score_opus":0.0054737153824755075,"score_gpt":0.2115103131856455,"score_spread":0.20603659780317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237741127","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":[0.09914788,0.0010022484,0.57137424,0.004476687,0.00039429704,0.0000713126,0.00016151681,0.0009948272,0.32237703],"genre_scores_gemma":[0.910502,0.00039655203,0.06058995,0.00030785287,0.00004933647,0.000060858885,0.00009116765,0.00034944018,0.027652785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987294,0.00046335923,0.00005177767,0.0002103967,0.0004075528,0.00013752356],"domain_scores_gemma":[0.99841475,0.00029324222,0.00013067886,0.00083140493,0.00018290787,0.00014695995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015282873,0.00041344654,0.00040180533,0.0008331279,0.0027096793,0.0057553933,0.00091821456,0.0011698807,0.0051599513],"category_scores_gemma":[0.0029408224,0.0004544699,0.0005909396,0.0006440897,0.015511721,0.007467295,0.0043409844,0.001949199,0.0009057162],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007486554,0.0000023717967,0.00027456292,0.00001650417,0.000004364978,0.00006300395,0.000984274,0.0011568143,0.00029705736,0.99389863,0.0005035195,0.0027913356],"study_design_scores_gemma":[0.00000816046,0.000038459548,0.000576215,0.00005404819,0.000018065724,0.00032695258,0.0013433088,0.006985163,0.000709849,0.9104769,0.07943859,0.000024245815],"about_ca_topic_score_codex":0.0019644988,"about_ca_topic_score_gemma":0.0024154994,"teacher_disagreement_score":0.0057553933,"about_ca_system_score_codex":0.002393181,"about_ca_system_score_gemma":0.0019601507,"threshold_uncertainty_score":0.017363846},"labels":[],"label_agreement":null},{"id":"W4237776707","doi":"10.32920/ryerson.14646675.v1","title":"Evolving Architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Function (biology); Computer science; Space (punctuation); Architectural engineering; Position (finance); Process management; Engineering; Business; Operating system","score_opus":0.007867886336699917,"score_gpt":0.198523414701657,"score_spread":0.19065552836495708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237776707","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":[0.04873305,0.0015910501,0.54788965,0.0035586532,0.00042195394,0.00014875126,0.0003349033,0.001103826,0.39621815],"genre_scores_gemma":[0.5481762,0.0036818075,0.30260104,0.00084529875,0.0001856167,0.00028995692,0.0012678079,0.00091320876,0.14203905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99898034,0.0002928305,0.000042761298,0.00023396879,0.0003447308,0.000105320505],"domain_scores_gemma":[0.9991328,0.00013193885,0.00005152028,0.0003325418,0.00022999068,0.00012121299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010163587,0.0004536808,0.00023189968,0.000729561,0.0013885055,0.0040300405,0.0011613418,0.0011796824,0.012710627],"category_scores_gemma":[0.0026248803,0.00033371404,0.0005801622,0.00067737594,0.002616913,0.0041600843,0.003751785,0.0016944605,0.003074909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010723971,0.000014576409,0.00063890463,0.000050569743,0.000012700768,0.000102181744,0.0009993105,0.0077275503,0.002449071,0.94053316,0.004276816,0.043184496],"study_design_scores_gemma":[0.000009351892,0.00003815639,0.00090053084,0.00008816954,0.00001985131,0.00041518564,0.0008340241,0.029593525,0.0018974526,0.59343916,0.37273738,0.000027154854],"about_ca_topic_score_codex":0.002289417,"about_ca_topic_score_gemma":0.0027919502,"teacher_disagreement_score":0.012710627,"about_ca_system_score_codex":0.0020153106,"about_ca_system_score_gemma":0.0016151451,"threshold_uncertainty_score":0.042521298},"labels":[],"label_agreement":null},{"id":"W4237915357","doi":"10.22215/etd/2021-14521","title":"Geologic Atmospheres","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Materiality (auditing); Anthropocene; Architecture; Plan (archaeology); Earth science; Architectural engineering; Aesthetics; Engineering; Geology; Archaeology; History; Art; Paleontology","score_opus":0.005149779018189381,"score_gpt":0.19845194949199266,"score_spread":0.19330217047380327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237915357","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":[0.019125963,0.0044428287,0.010536765,0.009694188,0.0006839381,0.00004382364,0.00029903048,0.0002655141,0.954908],"genre_scores_gemma":[0.71736455,0.0063921046,0.009351674,0.0016015681,0.00032071234,0.000057743855,0.0004492979,0.00021521536,0.26424718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99956864,0.00010485652,0.000010687717,0.00006898696,0.00016783165,0.00007905193],"domain_scores_gemma":[0.9997296,0.00005800022,0.000021217087,0.00006053005,0.00007546583,0.000055194294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054508203,0.000278224,0.00017149221,0.0007312709,0.0030410963,0.004966101,0.0006915462,0.00095466484,0.01916182],"category_scores_gemma":[0.0010387349,0.00013699585,0.00020705267,0.0010611826,0.0076089003,0.0017643782,0.0023174656,0.0013555269,0.0017835381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008689824,0.000009761767,0.00080344145,0.00005804335,0.0000034369825,0.000077660065,0.0069717253,0.0007223622,0.00047039762,0.95054895,0.013657398,0.026668178],"study_design_scores_gemma":[0.000003051912,0.0000084309,0.0014871677,0.00008120008,0.000003197431,0.00007181433,0.0035184007,0.00026807285,0.00018479016,0.070518985,0.9238484,0.000006412918],"about_ca_topic_score_codex":0.048273373,"about_ca_topic_score_gemma":0.09163057,"teacher_disagreement_score":0.048273373,"about_ca_system_score_codex":0.0052630887,"about_ca_system_score_gemma":0.0053682816,"threshold_uncertainty_score":0.09598482},"labels":[],"label_agreement":null},{"id":"W4238374366","doi":"10.32920/ryerson.14644380","title":"Alt Housing: Between the Grain","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Adaptability; Misrepresentation; Architectural engineering; Neglect; Ideology; Sociology; Business; Engineering; Political science; Geography; Psychology; Management; Economics; Politics; Law","score_opus":0.019625198767413508,"score_gpt":0.22607431361623273,"score_spread":0.20644911484881923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238374366","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":[0.039580174,0.0059626605,0.03511731,0.02270021,0.0017427907,0.00005677599,0.0004903921,0.00034694868,0.89400274],"genre_scores_gemma":[0.61835915,0.004409463,0.019181097,0.0022652503,0.0003821252,0.00009470096,0.0005806362,0.00042326906,0.3543043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995409,0.00014034804,0.000012993342,0.000110293215,0.00011584144,0.00007971116],"domain_scores_gemma":[0.9997781,0.00003770872,0.000015874835,0.00006321639,0.000046066485,0.000059045713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004398863,0.00032797523,0.00021525624,0.00039745835,0.0025677104,0.0063343793,0.0004893011,0.0012828697,0.048261777],"category_scores_gemma":[0.001229961,0.00027484455,0.00021706124,0.0008989294,0.0029385332,0.005222434,0.003154009,0.0013157391,0.007843726],"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":[0.000039160674,0.000018390489,0.0013545748,0.00005313214,0.0000066098946,0.00012056712,0.0022754706,0.0007206955,0.00030355208,0.88660604,0.04086405,0.067637786],"study_design_scores_gemma":[0.000009309441,0.000033078475,0.001916295,0.00012832244,0.0000067726405,0.00015130652,0.004363362,0.0013041745,0.00031566457,0.2386692,0.7530901,0.000012475028],"about_ca_topic_score_codex":0.006480473,"about_ca_topic_score_gemma":0.014557027,"teacher_disagreement_score":0.048261777,"about_ca_system_score_codex":0.0020463355,"about_ca_system_score_gemma":0.0011192524,"threshold_uncertainty_score":0.16145176},"labels":[],"label_agreement":null},{"id":"W4238446413","doi":"10.32920/ryerson.14647308","title":"Electronic Waste &amp; The Production Of Space","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Obsolescence; Architecture; Electronic waste; Consumption (sociology); Production (economics); Urbanization; Business; Space (punctuation); Value (mathematics); Electronics; Engineering; Waste management; Environmental economics; Architectural engineering; Economics; Computer science; Geography; Sociology; Marketing; Economic growth; Archaeology","score_opus":0.009257978054087825,"score_gpt":0.20612410363958059,"score_spread":0.19686612558549277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238446413","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":[0.032623935,0.008272865,0.24404171,0.011243839,0.0015649092,0.00007141493,0.0007889845,0.000969721,0.7004227],"genre_scores_gemma":[0.5130294,0.015772192,0.10901291,0.0010488064,0.00052016915,0.00016106099,0.0008967507,0.00057430397,0.35898444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995819,0.00012206413,0.000017412036,0.00006716598,0.00018069336,0.000030833107],"domain_scores_gemma":[0.9997497,0.00008522507,0.000022170461,0.00007737801,0.00004753742,0.000017944856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026503514,0.00049231865,0.00026476593,0.00068310316,0.0012068448,0.0053381897,0.0005774841,0.0012605517,0.029604753],"category_scores_gemma":[0.0011330595,0.00031117932,0.0004261317,0.0014411303,0.0021404263,0.003147786,0.0019535422,0.00077587034,0.004889629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002679608,0.00001620048,0.0005613701,0.00013996667,0.00001086955,0.00022597997,0.00035212925,0.0098502105,0.0012226478,0.89400995,0.01616328,0.077420644],"study_design_scores_gemma":[0.000009487982,0.000023506913,0.000463117,0.00013568225,0.000009230809,0.0004679192,0.00064929156,0.015982548,0.0031435695,0.46434963,0.51474535,0.00002070031],"about_ca_topic_score_codex":0.0012826492,"about_ca_topic_score_gemma":0.0017202818,"teacher_disagreement_score":0.029604753,"about_ca_system_score_codex":0.0008486365,"about_ca_system_score_gemma":0.00068534864,"threshold_uncertainty_score":0.099037826},"labels":[],"label_agreement":null},{"id":"W4238692769","doi":"10.26868/25222708.2019.210704","title":"Multi-Objective Optimisation of Passivhaus Buildings in a Social Housing Context","year":2020,"lang":"en","type":"article","venue":"Building Simulation Conference proceedings","topic":"Architecture and Computational Design","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":"University of Victoria","funders":"","keywords":"Context (archaeology); Architectural engineering; Computer science; Public housing; Engineering; Civil engineering","score_opus":0.042164546739893644,"score_gpt":0.2729412140043087,"score_spread":0.23077666726441506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238692769","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":[0.7509109,0.0008594443,0.22150977,0.0006125135,0.00007873778,0.0002944508,0.00030204153,0.00019618844,0.025235891],"genre_scores_gemma":[0.95670605,0.00018805637,0.038372137,0.0000718561,0.000011791426,0.00018253872,0.0001828499,0.00005086442,0.004233926],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994041,0.00035094406,0.00001998152,0.000055053224,0.000081847145,0.00008808251],"domain_scores_gemma":[0.9982437,0.0014062279,0.000117115334,0.00003946968,0.000117504555,0.000076132346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019617716,0.0009544493,0.0010990215,0.0008193698,0.00038442435,0.001616907,0.00067869184,0.0012718473,0.0031328949],"category_scores_gemma":[0.003523596,0.0005031516,0.0010968617,0.0004884227,0.0007964464,0.00054069684,0.0012650695,0.00092153106,0.00019939878],"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":[0.000031678977,0.00002076546,0.0003580766,0.000026962012,0.000014671481,0.000029206567,0.000019518806,0.99669564,0.00016670063,0.00056122086,0.000052724907,0.0020228077],"study_design_scores_gemma":[0.000012109505,0.00007661739,0.00043196412,0.000009687151,0.000008886455,0.000007195633,0.00005061131,0.9982383,0.00013990258,0.00077850855,0.00024148393,0.000004757429],"about_ca_topic_score_codex":0.009367052,"about_ca_topic_score_gemma":0.008361553,"teacher_disagreement_score":0.009367052,"about_ca_system_score_codex":0.000918034,"about_ca_system_score_gemma":0.0008965347,"threshold_uncertainty_score":0.01862508},"labels":[],"label_agreement":null},{"id":"W4238832735","doi":"10.22215/etd/2020-14263","title":"Shotengai","year":2020,"lang":"id","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Animism; Trope (literature); Meaning (existential); Animation; Space (punctuation); Aesthetics; Metaphor; Interpretation (philosophy); Architecture; Typology; Art; Sociology; Literature; Visual arts; Epistemology; Philosophy; Anthropology; Linguistics","score_opus":0.009511595086627137,"score_gpt":0.21269116939882188,"score_spread":0.20317957431219474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238832735","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":[0.013801403,0.0037366792,0.0013210833,0.0042283894,0.003580882,0.000052164713,0.0002963825,0.00009284319,0.97289014],"genre_scores_gemma":[0.10953608,0.0040025213,0.0013404586,0.0009860217,0.00047551564,0.000090951384,0.0004188063,0.00011901139,0.8830306],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9998294,0.000027570504,0.0000068877243,0.000047936843,0.00005117646,0.000036958667],"domain_scores_gemma":[0.9998275,0.000038984716,0.00000947718,0.000016927914,0.00005629454,0.000050750412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001803204,0.0004217192,0.00019371934,0.0005469386,0.004452918,0.0028908136,0.00031694173,0.00067201647,0.07414953],"category_scores_gemma":[0.00069528416,0.00016784949,0.00017333114,0.000724075,0.0013157912,0.0022704622,0.0015405955,0.001524139,0.009650578],"study_design_candidate":"qualitative","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":[0.00015810772,0.000056612203,0.0008847413,0.0006104732,0.000009450388,0.0014230428,0.054794785,0.00017886315,0.006124874,0.361549,0.41915724,0.15505283],"study_design_scores_gemma":[0.0000017201511,0.000012596222,0.00045119028,0.000060837596,0.0000021745534,0.00011893999,0.0041548437,0.000035880184,0.00041223687,0.002686974,0.9920586,0.000004036825],"about_ca_topic_score_codex":0.00616796,"about_ca_topic_score_gemma":0.021946684,"teacher_disagreement_score":0.07414953,"about_ca_system_score_codex":0.0017245584,"about_ca_system_score_gemma":0.001185617,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4239939193","doi":"10.32920/ryerson.14651838","title":"Towards digital place(s): cultivating a language of digital design in architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Harmony (color); Architecture; Bridging (networking); Embodied cognition; Space (punctuation); Architectural engineering; Interactivity; Computer science; Sense of place; Multimedia; Sociology; Engineering; Visual arts; Artificial intelligence; Computer security; Art","score_opus":0.011760108838411765,"score_gpt":0.22345314541546804,"score_spread":0.21169303657705626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239939193","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24678132,0.0053143296,0.1591092,0.058951817,0.0016480375,0.00026528738,0.000068731315,0.00049467955,0.5273665],"genre_scores_gemma":[0.9405286,0.001572043,0.031634822,0.0019037203,0.0001291554,0.000103294275,0.000021092728,0.00013484027,0.02397259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942662,0.00409405,0.00017846287,0.00037043262,0.000734983,0.0003558943],"domain_scores_gemma":[0.9967541,0.001652401,0.0003194727,0.0004160396,0.00042415768,0.00043369707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065424256,0.000479504,0.00025858587,0.0014110309,0.006837823,0.010416691,0.0012614531,0.002020044,0.0040949634],"category_scores_gemma":[0.0056948615,0.00036735064,0.0005049182,0.0010180421,0.036752548,0.010480315,0.010523137,0.004706918,0.00083000626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019851996,0.000060549126,0.0010773856,0.0001699795,0.0000050457866,0.00025001453,0.24629167,0.0004883868,0.001558045,0.71463895,0.003612207,0.031827796],"study_design_scores_gemma":[0.000022252954,0.00015326904,0.0010001404,0.0005404053,0.00001724668,0.0006909382,0.13420212,0.0015631593,0.0019283986,0.18123132,0.6785977,0.00005306822],"about_ca_topic_score_codex":0.0030475957,"about_ca_topic_score_gemma":0.006669389,"teacher_disagreement_score":0.010416691,"about_ca_system_score_codex":0.0038985224,"about_ca_system_score_gemma":0.004378554,"threshold_uncertainty_score":0.03460008},"labels":[],"label_agreement":null},{"id":"W4240023242","doi":"10.22215/etd/2021-14466","title":"With Drawing in Mind: Renovating an Architecture of Discovery","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Architecture; Space (punctuation); Hegemony; Gesture; Studio; Feeling; Aesthetics; Computer science; Cognitive science; Visual arts; Epistemology; Psychology; Art; Artificial intelligence; Political science; Philosophy; Law","score_opus":0.005170331961252389,"score_gpt":0.2121505131351359,"score_spread":0.2069801811738835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240023242","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":[0.02291439,0.0071239555,0.31216568,0.02453537,0.001778509,0.00011827054,0.00008927656,0.0008874009,0.6303872],"genre_scores_gemma":[0.63106644,0.008854163,0.18555386,0.0040703127,0.00064281654,0.00030042703,0.0002140917,0.0012680613,0.16802976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648005,0.0019911795,0.0000860336,0.00047112885,0.00070110074,0.0002705127],"domain_scores_gemma":[0.99737465,0.0011233884,0.000117789954,0.00088427187,0.00027166266,0.00022820289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043211803,0.0005875186,0.00039721272,0.0015077551,0.004692992,0.013752498,0.0017779252,0.0022172905,0.010062842],"category_scores_gemma":[0.0070277927,0.00041663426,0.00072417536,0.0014835276,0.026839674,0.014644246,0.008612331,0.004190199,0.0027582322],"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":[0.00001449299,0.000010294412,0.00016387,0.00007654423,0.0000068420813,0.00008230139,0.014747844,0.00052985764,0.00040956977,0.945877,0.0055016717,0.03257962],"study_design_scores_gemma":[0.000011044409,0.00002270479,0.0001445023,0.00019719935,0.000015224083,0.00022902613,0.004817019,0.001311865,0.0008083485,0.54071707,0.4517033,0.000022676744],"about_ca_topic_score_codex":0.0017693689,"about_ca_topic_score_gemma":0.002983687,"teacher_disagreement_score":0.013752498,"about_ca_system_score_codex":0.0030715463,"about_ca_system_score_gemma":0.0036718026,"threshold_uncertainty_score":0.03366357},"labels":[],"label_agreement":null},{"id":"W4240457300","doi":"10.32920/ryerson.14645745","title":"In dialogue with emergence","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Speculation; Architecture; Architectural engineering; Production (economics); Set (abstract data type); Computer science; Engineering; Business; History; Economics","score_opus":0.008657315407500074,"score_gpt":0.20080033487756602,"score_spread":0.19214301947006596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240457300","genre_codex":"commentary","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":[0.01114729,0.028582707,0.05834546,0.4736336,0.010740902,0.000038613434,0.00011394604,0.00021625767,0.41718122],"genre_scores_gemma":[0.8168622,0.011885437,0.018060705,0.05135344,0.010090768,0.00024968816,0.00013365647,0.0006659317,0.09069826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98940444,0.007967981,0.00018858645,0.0011345097,0.00084176747,0.00046274922],"domain_scores_gemma":[0.9882124,0.0097144,0.00028862266,0.001011716,0.00039390402,0.00037892343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009355837,0.00072994456,0.0007653345,0.000976889,0.007959773,0.012490659,0.0018237915,0.008060809,0.008943523],"category_scores_gemma":[0.014252694,0.00032007816,0.00080671645,0.0009091161,0.046953786,0.018127505,0.00794116,0.012379854,0.0016490889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069782745,0.0000023422044,0.00004742906,0.000019446976,0.0000018763368,0.000043541782,0.0056507727,0.000080679085,0.000024805006,0.9858687,0.0064200344,0.0018334371],"study_design_scores_gemma":[0.000007785254,0.0000073776255,0.000059146347,0.00008405958,0.000002540106,0.00011928114,0.0036102445,0.00030958434,0.0000784664,0.6803466,0.31536525,0.000009680879],"about_ca_topic_score_codex":0.0018189099,"about_ca_topic_score_gemma":0.0018993872,"teacher_disagreement_score":0.012490659,"about_ca_system_score_codex":0.0050207116,"about_ca_system_score_gemma":0.002128821,"threshold_uncertainty_score":0.049479008},"labels":[],"label_agreement":null},{"id":"W4240623169","doi":"10.1017/9789048542055.005","title":"When Buildings Become Screens","year":2019,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational 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":"Architectural engineering; Geography; Computer science; Engineering","score_opus":0.006864508458291105,"score_gpt":0.19209574699781795,"score_spread":0.18523123853952683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240623169","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":[0.031154647,0.0011503941,0.011811241,0.0058972933,0.002367322,0.000091756476,0.0007586655,0.0012562709,0.9455123],"genre_scores_gemma":[0.4911451,0.001426241,0.013049814,0.003670387,0.00042698835,0.00014619346,0.0009970664,0.0018135906,0.48732457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980574,0.00037069066,0.000058134163,0.00038259136,0.0006712366,0.00045981482],"domain_scores_gemma":[0.99898,0.00015506019,0.00009035588,0.00027348576,0.00028578687,0.00021529656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060116977,0.0006412388,0.00031642392,0.0008324245,0.0034754288,0.012903821,0.00080145366,0.0021629734,0.097883195],"category_scores_gemma":[0.0040502963,0.00069129904,0.00046291677,0.0007701471,0.0037554794,0.0075649736,0.0044696378,0.0026239331,0.031940237],"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":[0.00022883661,0.000055500543,0.007126955,0.00036282252,0.000033140066,0.0022085772,0.057053033,0.0007630761,0.0066911075,0.5838627,0.202165,0.13944927],"study_design_scores_gemma":[0.0000069904245,0.000019883502,0.0017232379,0.00011687956,0.000007641176,0.00029587606,0.014580104,0.00012314475,0.000996459,0.01080002,0.9713065,0.000023241293],"about_ca_topic_score_codex":0.015052107,"about_ca_topic_score_gemma":0.027794303,"teacher_disagreement_score":0.097883195,"about_ca_system_score_codex":0.0024439422,"about_ca_system_score_gemma":0.0012535296,"threshold_uncertainty_score":0.32745188},"labels":[],"label_agreement":null},{"id":"W4240756811","doi":"10.32920/ryerson.14647260","title":"Corporeal architecture: a material response to sensorial experience","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Perception; Visual arts; Focus (optics); Aesthetics; Sociology; Work (physics); Art; Epistemology; Engineering; Philosophy","score_opus":0.011338637029859235,"score_gpt":0.22891602876729955,"score_spread":0.2175773917374403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240756811","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":[0.4604959,0.0016846446,0.044623543,0.009189091,0.00042228206,0.000088256515,0.00011742722,0.00029515286,0.48308367],"genre_scores_gemma":[0.9811761,0.00026872416,0.0036474701,0.00043280612,0.00005120929,0.000038722097,0.000030134031,0.000132634,0.014222139],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99763596,0.0013163532,0.000044989487,0.00028411706,0.00054139894,0.00017725042],"domain_scores_gemma":[0.99785197,0.0012868376,0.00012825103,0.00034365954,0.00019579552,0.00019355763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022537154,0.00036744835,0.00022466363,0.0011588235,0.0036149018,0.008217955,0.00079305284,0.0011968582,0.008845925],"category_scores_gemma":[0.0059493994,0.0002734921,0.0004318984,0.0008607399,0.017834917,0.0068867607,0.007523142,0.0019385334,0.00047356915],"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":[0.00012298216,0.00005428264,0.002514761,0.00025285804,0.000022157961,0.0011774471,0.5554015,0.00064562174,0.010457823,0.39368182,0.003917446,0.031751223],"study_design_scores_gemma":[0.00008040715,0.00038761442,0.010365926,0.0004875364,0.000056931363,0.0021824636,0.4041153,0.0022071812,0.006172585,0.18538296,0.38846904,0.0000919793],"about_ca_topic_score_codex":0.00096208195,"about_ca_topic_score_gemma":0.001375549,"teacher_disagreement_score":0.008845925,"about_ca_system_score_codex":0.0019081533,"about_ca_system_score_gemma":0.0009812686,"threshold_uncertainty_score":0.029592574},"labels":[],"label_agreement":null},{"id":"W4241117051","doi":"10.32920/ryerson.14664210","title":"Towards Digital Place(s): cultivating a language of digital design in architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Harmony (color); Architecture; Embodied cognition; Bridging (networking); Space (punctuation); Architectural engineering; Interactivity; Sense of place; Computer science; Sociology; Multimedia; Engineering; Visual arts; Artificial intelligence; Computer security; Art; Social science","score_opus":0.011760108838411765,"score_gpt":0.22345314541546804,"score_spread":0.21169303657705626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241117051","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24678132,0.0053143296,0.1591092,0.058951817,0.0016480375,0.00026528738,0.000068731315,0.00049467955,0.5273665],"genre_scores_gemma":[0.9405286,0.001572043,0.031634822,0.0019037203,0.0001291554,0.000103294275,0.000021092728,0.00013484027,0.02397259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942662,0.00409405,0.00017846287,0.00037043262,0.000734983,0.0003558943],"domain_scores_gemma":[0.9967541,0.001652401,0.0003194727,0.0004160396,0.00042415768,0.00043369707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065424256,0.000479504,0.00025858587,0.0014110309,0.006837823,0.010416691,0.0012614531,0.002020044,0.0040949634],"category_scores_gemma":[0.0056948615,0.00036735064,0.0005049182,0.0010180421,0.036752548,0.010480315,0.010523137,0.004706918,0.00083000626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019851996,0.000060549126,0.0010773856,0.0001699795,0.0000050457866,0.00025001453,0.24629167,0.0004883868,0.001558045,0.71463895,0.003612207,0.031827796],"study_design_scores_gemma":[0.000022252954,0.00015326904,0.0010001404,0.0005404053,0.00001724668,0.0006909382,0.13420212,0.0015631593,0.0019283986,0.18123132,0.6785977,0.00005306822],"about_ca_topic_score_codex":0.0030475957,"about_ca_topic_score_gemma":0.006669389,"teacher_disagreement_score":0.010416691,"about_ca_system_score_codex":0.0038985224,"about_ca_system_score_gemma":0.004378554,"threshold_uncertainty_score":0.03460008},"labels":[],"label_agreement":null},{"id":"W4241117950","doi":"10.32920/ryerson.14646408.v1","title":"Toward A New Tectonic","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Opposition (politics); Standardization; Tectonics; Architectural engineering; Style (visual arts); Computer science; Civil engineering; Geology; Engineering; Political science; History; Paleontology; Archaeology; Law","score_opus":0.02286843585158324,"score_gpt":0.21818776845288743,"score_spread":0.19531933260130419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241117950","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029730491,0.015114336,0.24493587,0.072509035,0.0045208056,0.00009694069,0.0004471161,0.00088064803,0.6317649],"genre_scores_gemma":[0.53844213,0.013428221,0.22024795,0.010530018,0.0018083084,0.0002502125,0.00080172863,0.0009724292,0.21351896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989687,0.0003148604,0.000045398454,0.00023094277,0.0003242293,0.00011578583],"domain_scores_gemma":[0.9991769,0.00013947516,0.000049977014,0.00023801829,0.00022642032,0.00016914716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025070666,0.0006803886,0.00046749288,0.0015047853,0.0022934491,0.0071540484,0.0012410672,0.0023981323,0.016522303],"category_scores_gemma":[0.0028382025,0.00038416608,0.000478899,0.00095806905,0.011986867,0.00948824,0.004284555,0.0036910358,0.0033818653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010065996,0.0000065745508,0.00015209692,0.000036958776,0.0000030104852,0.00001722819,0.0005891122,0.000554327,0.00033880916,0.9848798,0.0033980468,0.010013934],"study_design_scores_gemma":[0.000011938049,0.000019725097,0.00044578488,0.00013678515,0.000007044296,0.00007547923,0.0007341855,0.0030222083,0.00037478592,0.5978164,0.39733645,0.000019221732],"about_ca_topic_score_codex":0.008534262,"about_ca_topic_score_gemma":0.011976372,"teacher_disagreement_score":0.016522303,"about_ca_system_score_codex":0.006607995,"about_ca_system_score_gemma":0.0050217407,"threshold_uncertainty_score":0.05527264},"labels":[],"label_agreement":null},{"id":"W4241260527","doi":"10.5117/9789462989498","title":"The Building as Screen","year":2020,"lang":"en","type":"book","venue":"","topic":"Architecture and Computational 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":"Affordance; Movie theater; Digital media; Visibility; Visual arts; Architecture; Public space; Set (abstract data type); Visualization; Computer science; Multimedia; Art; Architectural engineering; Engineering; Human–computer interaction; Geography; World Wide Web; Artificial intelligence","score_opus":0.006793026213813158,"score_gpt":0.19151611989644812,"score_spread":0.18472309368263495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241260527","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":[0.0014890037,0.003481819,0.0069783637,0.002488326,0.0005118853,0.00002047339,0.00008180224,0.0002008731,0.98474747],"genre_scores_gemma":[0.121550076,0.008172219,0.01091621,0.002540519,0.00037988854,0.000104812345,0.00021438378,0.0004169956,0.8557049],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997172,0.00008487984,0.000005150528,0.000047944355,0.0001017527,0.00004308813],"domain_scores_gemma":[0.99981004,0.000066342545,0.000006629849,0.0000454542,0.000035562596,0.000036016947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021852503,0.000522547,0.00019139789,0.0006689296,0.0025405793,0.0076383664,0.0006274048,0.0013831602,0.030968161],"category_scores_gemma":[0.00064116245,0.00021492729,0.00026842678,0.0010067679,0.0055323546,0.004763419,0.002563058,0.0020422204,0.0057944916],"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":[0.0000064931637,0.0000052924192,0.000067886474,0.00004663887,0.0000014487115,0.00005861279,0.0022095377,0.00028846343,0.00025421,0.90919816,0.05778531,0.030077958],"study_design_scores_gemma":[0.0000016972332,0.0000044581584,0.00006655919,0.0000540933,0.0000013582982,0.000067425375,0.0005734369,0.00015130457,0.00012329385,0.03520507,0.96374846,0.0000028820732],"about_ca_topic_score_codex":0.009019478,"about_ca_topic_score_gemma":0.017622955,"teacher_disagreement_score":0.030968161,"about_ca_system_score_codex":0.0026318643,"about_ca_system_score_gemma":0.0024035596,"threshold_uncertainty_score":0.10359883},"labels":[],"label_agreement":null},{"id":"W4241803234","doi":"10.32920/ryerson.14664210.v1","title":"Towards Digital Place(s): cultivating a language of digital design in architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Harmony (color); Architecture; Bridging (networking); Embodied cognition; Space (punctuation); Architectural engineering; Interactivity; Computer science; Sociology; Multimedia; Engineering; Visual arts; Artificial intelligence; Computer security","score_opus":0.011760108838411765,"score_gpt":0.22345314541546804,"score_spread":0.21169303657705626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241803234","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24678132,0.0053143296,0.1591092,0.058951817,0.0016480375,0.00026528738,0.000068731315,0.00049467955,0.5273665],"genre_scores_gemma":[0.9405286,0.001572043,0.031634822,0.0019037203,0.0001291554,0.000103294275,0.000021092728,0.00013484027,0.02397259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942662,0.00409405,0.00017846287,0.00037043262,0.000734983,0.0003558943],"domain_scores_gemma":[0.9967541,0.001652401,0.0003194727,0.0004160396,0.00042415768,0.00043369707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065424256,0.000479504,0.00025858587,0.0014110309,0.006837823,0.010416691,0.0012614531,0.002020044,0.0040949634],"category_scores_gemma":[0.0056948615,0.00036735064,0.0005049182,0.0010180421,0.036752548,0.010480315,0.010523137,0.004706918,0.00083000626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019851996,0.000060549126,0.0010773856,0.0001699795,0.0000050457866,0.00025001453,0.24629167,0.0004883868,0.001558045,0.71463895,0.003612207,0.031827796],"study_design_scores_gemma":[0.000022252954,0.00015326904,0.0010001404,0.0005404053,0.00001724668,0.0006909382,0.13420212,0.0015631593,0.0019283986,0.18123132,0.6785977,0.00005306822],"about_ca_topic_score_codex":0.0030475957,"about_ca_topic_score_gemma":0.006669389,"teacher_disagreement_score":0.010416691,"about_ca_system_score_codex":0.0038985224,"about_ca_system_score_gemma":0.004378554,"threshold_uncertainty_score":0.03460008},"labels":[],"label_agreement":null},{"id":"W4242533383","doi":"10.1260/147807709789621248","title":"Towards Integrative Design","year":2009,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Architectural engineering; Systems engineering; Engineering","score_opus":0.011404329189397964,"score_gpt":0.25589654942116313,"score_spread":0.24449222023176517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242533383","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046973624,0.0032712347,0.78065974,0.009211445,0.00064426597,0.00021922094,0.00014634534,0.00090019376,0.20025016],"genre_scores_gemma":[0.17987472,0.0042678216,0.7670158,0.0025132154,0.00053103815,0.0011424953,0.0010653656,0.0009906628,0.042598836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9915201,0.0048556807,0.00037505993,0.0013416256,0.0015527162,0.00035478058],"domain_scores_gemma":[0.99377173,0.0018734541,0.00020942917,0.0026349584,0.001035118,0.00047519978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010746005,0.0014197769,0.0010597646,0.002229061,0.0031325342,0.01238617,0.0032333834,0.0027083922,0.015224053],"category_scores_gemma":[0.012231132,0.00090494496,0.001949405,0.0016135473,0.014814095,0.01211473,0.013983021,0.0047611343,0.0053439327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009799048,0.000024808372,0.0002552179,0.00012684884,0.000021012249,0.000041727515,0.0023333721,0.0014730569,0.00027990987,0.96525097,0.0039775344,0.02620561],"study_design_scores_gemma":[0.000010447252,0.000021787984,0.00013735988,0.00014355325,0.000013753454,0.0000750839,0.0011387698,0.0040339157,0.00022032383,0.851875,0.14231792,0.000012110601],"about_ca_topic_score_codex":0.0019369379,"about_ca_topic_score_gemma":0.0020077205,"teacher_disagreement_score":0.015224053,"about_ca_system_score_codex":0.0038174342,"about_ca_system_score_gemma":0.006131748,"threshold_uncertainty_score":0.056830943},"labels":[],"label_agreement":null},{"id":"W4242625511","doi":"10.32920/ryerson.14646408","title":"Toward A New Tectonic","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Opposition (politics); Standardization; Tectonics; Architectural engineering; Style (visual arts); Computer science; Civil engineering; Geology; Engineering; Political science; History; Paleontology; Archaeology; Law","score_opus":0.02286843585158324,"score_gpt":0.21818776845288743,"score_spread":0.19531933260130419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242625511","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":[0.029730491,0.015114336,0.24493587,0.072509035,0.0045208056,0.00009694069,0.0004471161,0.00088064803,0.6317649],"genre_scores_gemma":[0.53844213,0.013428221,0.22024795,0.010530018,0.0018083084,0.0002502125,0.00080172863,0.0009724292,0.21351896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989687,0.0003148604,0.000045398454,0.00023094277,0.0003242293,0.00011578583],"domain_scores_gemma":[0.9991769,0.00013947516,0.000049977014,0.00023801829,0.00022642032,0.00016914716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025070666,0.0006803886,0.00046749288,0.0015047853,0.0022934491,0.0071540484,0.0012410672,0.0023981323,0.016522303],"category_scores_gemma":[0.0028382025,0.00038416608,0.000478899,0.00095806905,0.011986867,0.00948824,0.004284555,0.0036910358,0.0033818653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010065996,0.0000065745508,0.00015209692,0.000036958776,0.0000030104852,0.00001722819,0.0005891122,0.000554327,0.00033880916,0.9848798,0.0033980468,0.010013934],"study_design_scores_gemma":[0.000011938049,0.000019725097,0.00044578488,0.00013678515,0.000007044296,0.00007547923,0.0007341855,0.0030222083,0.00037478592,0.5978164,0.39733645,0.000019221732],"about_ca_topic_score_codex":0.008534262,"about_ca_topic_score_gemma":0.011976372,"teacher_disagreement_score":0.016522303,"about_ca_system_score_codex":0.006607995,"about_ca_system_score_gemma":0.0050217407,"threshold_uncertainty_score":0.05527264},"labels":[],"label_agreement":null},{"id":"W4243018995","doi":"10.1504/ijde.2021.113249","title":"Coherence of interior and exterior formal qualities in parametrically designed buildings","year":2021,"lang":"en","type":"article","venue":"International Journal of Design Engineering","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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":"Architectural engineering; Parametric statistics; Architecture; Coherence (philosophical gambling strategy); Space (punctuation); Envelope (radar); Computer science; Set (abstract data type); Parametric design; Interior design; Engineering; Mathematics; Visual arts; Telecommunications","score_opus":0.01242276671917429,"score_gpt":0.23237227538034722,"score_spread":0.21994950866117294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243018995","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":[0.96007067,0.00016323749,0.023704393,0.00015552691,0.000007826721,0.000033883338,0.000023171438,0.000042171876,0.015799146],"genre_scores_gemma":[0.99824667,0.000014388676,0.0014829745,0.000006749583,0.0000017726304,0.000005505514,0.000010630692,0.0000071674144,0.00022423989],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686205,0.0014597047,0.000175613,0.0003278071,0.00092367147,0.00025110913],"domain_scores_gemma":[0.994835,0.0026186109,0.0010352078,0.00056742504,0.0006223585,0.0003213155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020306092,0.00020632312,0.00019139242,0.0011003672,0.0007890261,0.0028107718,0.00035152608,0.00045706145,0.002307339],"category_scores_gemma":[0.011440547,0.00032979003,0.00019359232,0.00065812265,0.0037733517,0.0023084152,0.0030771904,0.0006791908,0.00010855995],"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":[0.0011581708,0.00031140912,0.152658,0.0009179354,0.00009948726,0.0021799312,0.39145923,0.0117517635,0.10840249,0.19794098,0.001241256,0.13187943],"study_design_scores_gemma":[0.00012106149,0.0013514464,0.4969018,0.00041747876,0.00011838664,0.0037843483,0.30770707,0.03218062,0.01627727,0.09587637,0.044972703,0.00029143074],"about_ca_topic_score_codex":0.0009968156,"about_ca_topic_score_gemma":0.0014218295,"teacher_disagreement_score":0.0028107718,"about_ca_system_score_codex":0.000784306,"about_ca_system_score_gemma":0.00035578085,"threshold_uncertainty_score":0.010739028},"labels":[],"label_agreement":null},{"id":"W4243385327","doi":"10.22215/etd/2016-11424","title":"Digital Wood: Computational Grain Realignment","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Framing (construction); Fabrication; Formwork; Engineering; Structural engineering; Mechanical engineering; Materials science; Computer science; Engineering drawing; Composite material","score_opus":0.004675499649841433,"score_gpt":0.20386258600670695,"score_spread":0.19918708635686552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243385327","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00864423,0.00018664332,0.9750167,0.00014922027,0.00006549672,0.00003451916,0.00014349142,0.0014652227,0.014294346],"genre_scores_gemma":[0.18376449,0.00041640538,0.7996548,0.00012625658,0.000038025144,0.00016316687,0.00053555873,0.00068844436,0.014612925],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983084,0.000029232682,0.000008128685,0.00003799985,0.00007835885,0.000015458714],"domain_scores_gemma":[0.9997639,0.00010605853,0.000016513548,0.000060246763,0.00003969631,0.000013560739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038970006,0.0004994755,0.00040132224,0.00039689138,0.00033494915,0.0010798255,0.000984633,0.0005375263,0.011854969],"category_scores_gemma":[0.0009874786,0.0003408585,0.00057844835,0.00038067557,0.0006082307,0.001239718,0.0010820074,0.000851525,0.0017677785],"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":[0.000107894964,0.00007506911,0.0009043175,0.0002445913,0.00004757742,0.000111496716,0.00026068173,0.5573261,0.011695152,0.16503881,0.0116378525,0.25255054],"study_design_scores_gemma":[0.000026644735,0.000026457941,0.00011277073,0.00002363501,0.000009228543,0.000041275176,0.0000370012,0.9339168,0.0048382343,0.030984603,0.029972522,0.0000108041595],"about_ca_topic_score_codex":0.0017814059,"about_ca_topic_score_gemma":0.0037557846,"teacher_disagreement_score":0.011854969,"about_ca_system_score_codex":0.0004776018,"about_ca_system_score_gemma":0.00053279905,"threshold_uncertainty_score":0.039658844},"labels":[],"label_agreement":null},{"id":"W4243643012","doi":"10.1007/978-3-030-44648-2_2","title":"Related Work","year":2020,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in computer science","topic":"Architecture and Computational Design","field":"Engineering","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":"Emmanuel Bible College","funders":"","keywords":"Work (physics); Engineering ethics; Architectural engineering; Engineering; Sociology; Computer science; Mechanical engineering","score_opus":0.010607952060743834,"score_gpt":0.1869353622762659,"score_spread":0.17632741021552206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243643012","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":[0.0034653153,0.04705422,0.028695734,0.015000631,0.009536259,0.0003634202,0.007083759,0.0031058798,0.88569474],"genre_scores_gemma":[0.048571955,0.06685616,0.04632442,0.020902984,0.0066655525,0.00039266967,0.034880176,0.0031272979,0.77227885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984925,0.00021120753,0.00007511169,0.00042320212,0.0006047914,0.00019317643],"domain_scores_gemma":[0.99691665,0.0010886508,0.00011092193,0.0007823279,0.00081231084,0.00028924004],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011432389,0.0009575042,0.0006841678,0.0055927695,0.0025529126,0.005123763,0.0028329324,0.001966846,0.2509356],"category_scores_gemma":[0.0076370765,0.00032642894,0.00094593584,0.006644067,0.0012660832,0.005418878,0.0031487783,0.0019328383,0.14085554],"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":[0.000108568354,0.00020350647,0.0006739485,0.0013233013,0.00002701666,0.00015370516,0.00027165475,0.0007105869,0.0009436429,0.06450357,0.5165535,0.41452697],"study_design_scores_gemma":[0.000012456229,0.000018025834,0.00025808322,0.0005573811,0.000026385585,0.00020267522,0.0002200833,0.00050757726,0.00052833743,0.028055476,0.9696008,0.000012759528],"about_ca_topic_score_codex":0.00605155,"about_ca_topic_score_gemma":0.008232176,"teacher_disagreement_score":0.7490644,"about_ca_system_score_codex":0.0019228562,"about_ca_system_score_gemma":0.002954933,"threshold_uncertainty_score":0.83946323},"labels":[],"label_agreement":null},{"id":"W4243655896","doi":"10.32920/ryerson.14662011.v1","title":"Architecture for A Post-Work World","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Carleton University; Ontario College of Art and Design; Toronto Metropolitan University","funders":"","keywords":"Architecture; Population; Wage; Service (business); Sovereignty; Work (physics); Capitalism; Business; Labour economics; Public relations; Sociology; Economics; Politics; Engineering; Political science; Marketing; Law; Visual arts; Art","score_opus":0.010689441358928185,"score_gpt":0.21530905591203514,"score_spread":0.20461961455310695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243655896","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":[0.07375305,0.004301483,0.21698593,0.03036934,0.0010403168,0.00009231832,0.00012694337,0.00064923667,0.6726814],"genre_scores_gemma":[0.8949507,0.001737871,0.035870943,0.00083985156,0.00017360869,0.00014340904,0.00011614802,0.00022792416,0.06593974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985543,0.00079704693,0.000044359782,0.00019320774,0.00024407421,0.00016703346],"domain_scores_gemma":[0.9989968,0.0002633414,0.000057273253,0.00034518735,0.00018686439,0.0001505261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019958834,0.000451441,0.00020772597,0.0008633178,0.004337688,0.0086515155,0.0007367602,0.0016786605,0.0072312644],"category_scores_gemma":[0.0019868275,0.00021572819,0.00035368954,0.00063372124,0.020732734,0.006888476,0.0043209326,0.0023524326,0.0014786236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027147137,0.000002868704,0.00007684027,0.00000797821,9.2408067e-7,0.000015447371,0.0018598166,0.00030064076,0.0000777645,0.9939359,0.00095840485,0.0027607337],"study_design_scores_gemma":[0.000006298385,0.000015765534,0.0002159181,0.000056335008,0.0000034729585,0.000071949406,0.0025517063,0.0016139303,0.00023657833,0.7698278,0.22539078,0.000009393412],"about_ca_topic_score_codex":0.0040625795,"about_ca_topic_score_gemma":0.003908798,"teacher_disagreement_score":0.0086515155,"about_ca_system_score_codex":0.004969658,"about_ca_system_score_gemma":0.0031365885,"threshold_uncertainty_score":0.03605753},"labels":[],"label_agreement":null},{"id":"W4243666003","doi":"10.32920/ryerson.14649936","title":"Housing Without Rooms: An Architecture of Objects","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Architectural engineering; Plan (archaeology); Amenity; Space (punctuation); Computer science; Business; Geography; Engineering; Visual arts; Art; Archaeology; Finance","score_opus":0.011838940742696346,"score_gpt":0.2266232777083937,"score_spread":0.21478433696569735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243666003","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":[0.036766786,0.0054807276,0.6800326,0.004294539,0.0006959462,0.00008254873,0.00050872343,0.00079375366,0.2713445],"genre_scores_gemma":[0.49483967,0.0044142883,0.3708825,0.0009020224,0.00033344113,0.00021913825,0.00093579845,0.0007062066,0.1267669],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951065,0.00016746458,0.000022977058,0.000118731376,0.00012612315,0.000053935895],"domain_scores_gemma":[0.99973327,0.000050444636,0.000021344495,0.00009492528,0.000050502687,0.000049482118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003928853,0.00043263007,0.00023112468,0.00062559824,0.0017024867,0.0050357,0.0010108396,0.0009812743,0.009394973],"category_scores_gemma":[0.00085743115,0.00042410116,0.0005300774,0.00094978564,0.0053068083,0.0045188055,0.0028471195,0.0013705291,0.0021715972],"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":[0.000017674116,0.000007721361,0.00035418288,0.00004680378,0.0000065190134,0.000082662875,0.0008602755,0.0036157814,0.0008055375,0.9747791,0.004053347,0.015370507],"study_design_scores_gemma":[0.000013650764,0.000034881756,0.00082955486,0.000080731494,0.00001852164,0.00039135804,0.000814589,0.010255772,0.0006883138,0.66743416,0.3194132,0.000025341684],"about_ca_topic_score_codex":0.004590045,"about_ca_topic_score_gemma":0.0058172396,"teacher_disagreement_score":0.009394973,"about_ca_system_score_codex":0.0012169031,"about_ca_system_score_gemma":0.00093791133,"threshold_uncertainty_score":0.03142929},"labels":[],"label_agreement":null},{"id":"W4243815885","doi":"10.32920/ryerson.14651838.v1","title":"Towards digital place(s): cultivating a language of digital design in architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Harmony (color); Architecture; Bridging (networking); Embodied cognition; Space (punctuation); Architectural engineering; Interactivity; Computer science; Multimedia; Engineering; Visual arts; Computer security; Artificial intelligence; Art","score_opus":0.011760108838411765,"score_gpt":0.22345314541546804,"score_spread":0.21169303657705626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243815885","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":[0.24678132,0.0053143296,0.1591092,0.058951817,0.0016480375,0.00026528738,0.000068731315,0.00049467955,0.5273665],"genre_scores_gemma":[0.9405286,0.001572043,0.031634822,0.0019037203,0.0001291554,0.000103294275,0.000021092728,0.00013484027,0.02397259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942662,0.00409405,0.00017846287,0.00037043262,0.000734983,0.0003558943],"domain_scores_gemma":[0.9967541,0.001652401,0.0003194727,0.0004160396,0.00042415768,0.00043369707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065424256,0.000479504,0.00025858587,0.0014110309,0.006837823,0.010416691,0.0012614531,0.002020044,0.0040949634],"category_scores_gemma":[0.0056948615,0.00036735064,0.0005049182,0.0010180421,0.036752548,0.010480315,0.010523137,0.004706918,0.00083000626],"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":[0.000019851996,0.000060549126,0.0010773856,0.0001699795,0.0000050457866,0.00025001453,0.24629167,0.0004883868,0.001558045,0.71463895,0.003612207,0.031827796],"study_design_scores_gemma":[0.000022252954,0.00015326904,0.0010001404,0.0005404053,0.00001724668,0.0006909382,0.13420212,0.0015631593,0.0019283986,0.18123132,0.6785977,0.00005306822],"about_ca_topic_score_codex":0.0030475957,"about_ca_topic_score_gemma":0.006669389,"teacher_disagreement_score":0.010416691,"about_ca_system_score_codex":0.0038985224,"about_ca_system_score_gemma":0.004378554,"threshold_uncertainty_score":0.03460008},"labels":[],"label_agreement":null},{"id":"W4243881230","doi":"10.21312/978-1-926724-78-2","title":"Cloud brocade : workshop, Canada &amp; le Festival Bains Numérique, France, Toronto, Canada - 2011, Enghien-les-Bains, France - 20 / Philip Beesley (Living Architecture Systems Group)","year":2016,"lang":"en","type":"book","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Architecture; Geography; Archaeology","score_opus":0.004447637203111752,"score_gpt":0.17212233924615528,"score_spread":0.16767470204304352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243881230","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":[0.0044924202,0.049403846,0.021569325,0.016290268,0.009221923,0.00023965695,0.008563833,0.0042137895,0.8860049],"genre_scores_gemma":[0.0056933695,0.0088471025,0.0032095911,0.00032672109,0.00024179496,0.00003491948,0.0017010852,0.00096085557,0.97898453],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996228,0.000020151638,0.00000931338,0.000064780426,0.00020915427,0.00007374988],"domain_scores_gemma":[0.99964,0.000035309735,0.000006321732,0.00003412286,0.00017464464,0.00010955571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008102128,0.001205252,0.0005839184,0.0012216961,0.00316041,0.0059984047,0.0012859532,0.001084045,0.12489438],"category_scores_gemma":[0.0007672386,0.0007280463,0.0005294502,0.0023572159,0.0010608955,0.003071837,0.0013650709,0.0016663364,0.038164023],"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":[0.000019429552,0.000011960318,0.00007062125,0.000049487415,0.0000020803866,0.000028520726,0.00009418552,0.00034514672,0.0003243736,0.008621915,0.938562,0.051870394],"study_design_scores_gemma":[0.0000047628037,0.0000034848274,0.00033373915,0.000049236245,0.0000019313293,0.00004335811,0.00010598225,0.00033471416,0.00028396098,0.0012699388,0.9975625,0.0000064985297],"about_ca_topic_score_codex":0.4713807,"about_ca_topic_score_gemma":0.74446976,"teacher_disagreement_score":0.5286193,"about_ca_system_score_codex":0.009162433,"about_ca_system_score_gemma":0.010594923,"threshold_uncertainty_score":0.9372739},"labels":[],"label_agreement":null},{"id":"W4244039216","doi":"10.22215/etd/2013-06734","title":"Metaphysical lens for architecture","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Humanities; Art; Art history; Metaphysics; Constructive; Philosophy; Computer science; Theology","score_opus":0.008398359129713762,"score_gpt":0.21539234727087098,"score_spread":0.20699398814115721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244039216","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":[0.008775828,0.01233849,0.10217527,0.046898223,0.0010044902,0.000035513574,0.00027490818,0.00021536095,0.8282819],"genre_scores_gemma":[0.79882824,0.009079865,0.045695536,0.006846799,0.0026004068,0.0003397978,0.00029844005,0.00028404334,0.13602698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989641,0.00049368496,0.000033139775,0.00018349207,0.00021847841,0.0001070653],"domain_scores_gemma":[0.9991665,0.00030820546,0.000068506466,0.00022378097,0.00014816882,0.00008482871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016715084,0.0006129859,0.00035936115,0.0015793572,0.0028628404,0.0060826717,0.00093887566,0.002169673,0.011401704],"category_scores_gemma":[0.0018893211,0.0002342497,0.000595352,0.00101285,0.019450009,0.00734046,0.00251369,0.005379409,0.0014617424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.760337e-7,6.5959546e-7,0.000007211563,0.0000031604593,4.935809e-7,0.0000026473422,0.000075684395,0.000049746403,0.000012336947,0.99891806,0.000562894,0.00036639828],"study_design_scores_gemma":[0.0000019529703,0.0000020115062,0.000043082084,0.000012086108,7.711572e-7,0.000012417711,0.00010017056,0.00025290818,0.000022110678,0.9699472,0.029603701,0.0000015866563],"about_ca_topic_score_codex":0.0059559145,"about_ca_topic_score_gemma":0.004643602,"teacher_disagreement_score":0.011401704,"about_ca_system_score_codex":0.006355212,"about_ca_system_score_gemma":0.0022707183,"threshold_uncertainty_score":0.04611051},"labels":[],"label_agreement":null},{"id":"W4244176661","doi":"10.32920/ryerson.14649732.v1","title":"Some assembly required: design &lt;-- --&gt; manufacturing design &lt;-- --&gt; assembly manufacturing &lt;-- --&gt; assembly","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Modular design; Engineering; Design for assembly; Modular programming; Manufacturing engineering; Process (computing); Systems engineering; Engineering design process; Architecture; Design for manufacturability; Computer science; Mechanical engineering","score_opus":0.027218939200627786,"score_gpt":0.23823601342068423,"score_spread":0.21101707422005644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244176661","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":[0.010526061,0.0011214673,0.14828326,0.006794659,0.002326731,0.0006300699,0.001017602,0.0057557826,0.8235444],"genre_scores_gemma":[0.108596906,0.0015355182,0.098718986,0.002589138,0.0005073375,0.000496754,0.0011191526,0.0037141172,0.782722],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969308,0.00085929356,0.00019120294,0.00032402025,0.0013395466,0.0003551536],"domain_scores_gemma":[0.9967841,0.0006041371,0.00016748178,0.001234949,0.0008756374,0.00033373068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026511236,0.001311253,0.0005480687,0.0011846016,0.00370083,0.0057026213,0.0013104398,0.002366535,0.20033734],"category_scores_gemma":[0.0044030487,0.00097526354,0.0012021111,0.0009359532,0.0024087776,0.004048958,0.00343379,0.0023923432,0.09851606],"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":[0.00029624958,0.00021304445,0.0028289193,0.0011277335,0.00003521419,0.0012558858,0.00528292,0.0070498614,0.024034293,0.25802225,0.32017073,0.37968296],"study_design_scores_gemma":[0.00001024451,0.000094988005,0.0010154143,0.00010080668,0.000007844534,0.0002895409,0.0004995252,0.0009298649,0.0036883366,0.0065786527,0.98675704,0.00002773715],"about_ca_topic_score_codex":0.006276317,"about_ca_topic_score_gemma":0.010321496,"teacher_disagreement_score":0.20033734,"about_ca_system_score_codex":0.0038377938,"about_ca_system_score_gemma":0.003465585,"threshold_uncertainty_score":0.67019516},"labels":[],"label_agreement":null},{"id":"W4244320396","doi":"10.32920/ryerson.14644980","title":"Indices Of Force","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Materiality (auditing); Architectural engineering; Order (exchange); Production (economics); Set (abstract data type); Computer science; Quality (philosophy); Element (criminal law); Complex system; Systems engineering; Construction engineering; Engineering; Business; Economics; Epistemology; Political science; Aesthetics; Microeconomics","score_opus":0.00825268615915547,"score_gpt":0.20108439201051514,"score_spread":0.19283170585135967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244320396","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":[0.096792385,0.012726733,0.2458674,0.0046246657,0.004434611,0.00044791127,0.008965952,0.0010225625,0.6251179],"genre_scores_gemma":[0.8247463,0.005696273,0.05649187,0.0008253138,0.0017979958,0.00084598706,0.0041805073,0.0003888674,0.105026826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99816775,0.00030637922,0.00014567211,0.00046458785,0.0007493729,0.00016625714],"domain_scores_gemma":[0.99729913,0.0008045416,0.00045568342,0.00049918046,0.00074237713,0.00019913449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012906933,0.0011272115,0.00092601334,0.0060417606,0.0015430122,0.0041626613,0.00096663355,0.001204766,0.04229279],"category_scores_gemma":[0.008801885,0.00023665442,0.0006916035,0.0040502907,0.0028721634,0.0042632986,0.0020179583,0.0014009986,0.007808881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000891976,0.00005625815,0.006158016,0.0002420608,0.00007990804,0.000082422266,0.0006251204,0.0032530997,0.0020031142,0.8460684,0.017106466,0.12423596],"study_design_scores_gemma":[0.000037306,0.00022455052,0.021081585,0.0002868388,0.0000567377,0.00078192883,0.0015812119,0.012301567,0.0018730416,0.69615483,0.26547527,0.00014515144],"about_ca_topic_score_codex":0.0012406872,"about_ca_topic_score_gemma":0.00096293614,"teacher_disagreement_score":0.04229279,"about_ca_system_score_codex":0.0012479181,"about_ca_system_score_gemma":0.0007575932,"threshold_uncertainty_score":0.14148355},"labels":[],"label_agreement":null},{"id":"W4245141671","doi":"10.32920/ryerson.14648073","title":"Ruptures in Architecture: Toward an Alternative Post-Fordism","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Fordism; Illusion; Architecture; Perspective (graphical); Aesthetics; Function (biology); CITES; Sociology; Phenomenon; Engineering; Architectural engineering; Art; Visual arts; Economy; Psychology; Epistemology; Philosophy; Economics","score_opus":0.016058122664130654,"score_gpt":0.24281922221433305,"score_spread":0.2267610995502024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245141671","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":[0.15485084,0.01174813,0.12898825,0.06723788,0.0017120846,0.000095645424,0.00008634345,0.00022797618,0.6350529],"genre_scores_gemma":[0.97165763,0.0014725248,0.008038916,0.0010127221,0.00020593031,0.000059670394,0.000024171386,0.00009577343,0.017432626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953112,0.0026909239,0.00012775221,0.00066333346,0.0007517485,0.00045497768],"domain_scores_gemma":[0.99731976,0.0009581762,0.00027157957,0.0007583609,0.00044265855,0.00024956814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058868034,0.0006807208,0.00050454965,0.0017758058,0.0072962404,0.012326778,0.0021297673,0.0036624607,0.0050431527],"category_scores_gemma":[0.005423048,0.0005745635,0.000579596,0.0010404211,0.057845034,0.017569097,0.0094246855,0.0062426664,0.0007313309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058448454,0.0000049902155,0.0000795421,0.000008982037,0.0000010225004,0.000020637763,0.0052539334,0.00014008633,0.00003793126,0.9927568,0.0003529542,0.0013373329],"study_design_scores_gemma":[0.000015384625,0.000036775033,0.00023948107,0.00008819255,0.0000044564995,0.00012851572,0.00997221,0.0009107717,0.0003525822,0.8217269,0.16650675,0.000018023058],"about_ca_topic_score_codex":0.0032888206,"about_ca_topic_score_gemma":0.0035715573,"teacher_disagreement_score":0.012326778,"about_ca_system_score_codex":0.011738492,"about_ca_system_score_gemma":0.0040877475,"threshold_uncertainty_score":0.08516914},"labels":[],"label_agreement":null},{"id":"W4245326012","doi":"10.32920/ryerson.14663283.v1","title":"Wood: Embedded Responsiveness","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"University of Minnesota","keywords":"Architecture; Performative utterance; Context (archaeology); Architectural engineering; Aesthetics; Focus (optics); Materiality (auditing); Sociology; Art; Engineering; Visual arts; History; Archaeology","score_opus":0.012692680812248279,"score_gpt":0.2284907585461759,"score_spread":0.21579807773392762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245326012","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":[0.07682514,0.0022904482,0.44526276,0.002978854,0.00070693827,0.00012544973,0.0005998163,0.003780958,0.46742958],"genre_scores_gemma":[0.7817226,0.0020110174,0.07883418,0.0009956653,0.0002263154,0.00022639419,0.0005944375,0.0011986651,0.13419063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995753,0.00009533356,0.000013546859,0.00011714414,0.00013487168,0.0000637544],"domain_scores_gemma":[0.9997061,0.00010924025,0.000023310997,0.00007825617,0.00004362388,0.0000393529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030211874,0.0006092704,0.00025380528,0.00039935566,0.00076356076,0.0029640065,0.00078977,0.0011893949,0.028761094],"category_scores_gemma":[0.0012182293,0.00034093342,0.00038540113,0.00046720108,0.0015315885,0.00343474,0.0028281251,0.0011098577,0.0049259197],"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":[0.00008331558,0.00005631079,0.0005572446,0.00025354177,0.000020571511,0.000520265,0.0013423213,0.016309535,0.022552287,0.8730642,0.011798641,0.07344179],"study_design_scores_gemma":[0.0000309247,0.00009526441,0.0009986126,0.00014685534,0.000030625746,0.00076362677,0.0012184783,0.04215454,0.0151808625,0.49591467,0.44340694,0.000058560378],"about_ca_topic_score_codex":0.0006812198,"about_ca_topic_score_gemma":0.00077060156,"teacher_disagreement_score":0.028761094,"about_ca_system_score_codex":0.00047348632,"about_ca_system_score_gemma":0.00039026164,"threshold_uncertainty_score":0.09621543},"labels":[],"label_agreement":null},{"id":"W4245574823","doi":"10.1007/978-0-387-09796-1","title":"Terraforming","year":2009,"lang":"en","type":"book","venue":"Astronomers' universe","topic":"Architecture and Computational Design","field":"Engineering","cited_by":35,"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 Regina; Campion College","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.004016965905107528,"score_gpt":0.1571743228934584,"score_spread":0.15315735698835087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245574823","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":[0.0003900332,0.0010672173,0.0100478865,0.00070240104,0.00047274277,0.000025421077,0.00039295963,0.0015947927,0.9853065],"genre_scores_gemma":[0.0023894305,0.0005778465,0.0030960508,0.00022196476,0.000052895655,0.000020072255,0.00042557242,0.0005743908,0.9926416],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99975866,0.000020750384,0.000009139634,0.000049689126,0.00013209252,0.000029663264],"domain_scores_gemma":[0.99978715,0.000039429127,0.000007030754,0.000061895575,0.00007835915,0.00002617162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002931841,0.00085834635,0.0004468888,0.0011792409,0.001646799,0.0028226275,0.0009168805,0.0007520725,0.26498523],"category_scores_gemma":[0.000957553,0.00035726497,0.00041774305,0.0012942244,0.00077939394,0.0030581148,0.0014327876,0.0016460269,0.119315594],"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":[0.00001522545,0.0000115660005,0.00006475381,0.000054631968,0.0000018439204,0.00004849429,0.00022436744,0.00021917092,0.000413473,0.10322718,0.61633515,0.27938417],"study_design_scores_gemma":[0.000001611785,0.000003764563,0.00006665788,0.00003147317,0.0000010681592,0.00006784008,0.00003862921,0.00016325117,0.00014493891,0.009828508,0.9896484,0.0000039533033],"about_ca_topic_score_codex":0.007669989,"about_ca_topic_score_gemma":0.021076886,"teacher_disagreement_score":0.26498523,"about_ca_system_score_codex":0.0009156011,"about_ca_system_score_gemma":0.0010827674,"threshold_uncertainty_score":0.88646394},"labels":[],"label_agreement":null},{"id":"W4245639593","doi":"10.1007/978-3-662-44185-5_100922","title":"Polyhedral Bodies","year":2015,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Architecture and Computational Design","field":"Engineering","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":"Université du Québec à Montréal","funders":"","keywords":"Computer science","score_opus":0.012333142915280218,"score_gpt":0.2059708032261386,"score_spread":0.19363766031085838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245639593","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":[0.0008765355,0.01152176,0.12334553,0.00050167897,0.0017581994,0.00007122743,0.0008769746,0.0010450954,0.86000305],"genre_scores_gemma":[0.018481173,0.014187385,0.055806544,0.00042957853,0.00064524286,0.00015026466,0.002675029,0.0009220439,0.90670264],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99974805,0.000022048362,0.000010933848,0.000051224444,0.00015421014,0.000013508456],"domain_scores_gemma":[0.99991834,0.000016587384,0.000004396301,0.00001825883,0.00003426082,0.000008232977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014023292,0.0011732399,0.0006573084,0.0010468874,0.0005619943,0.001942549,0.0008908343,0.00067656435,0.08536815],"category_scores_gemma":[0.0004352207,0.0004909636,0.00038237192,0.0013905447,0.0009856471,0.0014939053,0.0014572894,0.001602227,0.044993114],"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":[0.000015788348,0.000021525315,0.00006946429,0.0003409384,0.000009413197,0.000048246133,0.00016668387,0.004924113,0.0019673603,0.37334543,0.17599334,0.4430977],"study_design_scores_gemma":[0.000002904267,0.000008000193,0.00008952416,0.00010476251,0.0000029218995,0.000116417286,0.00002357189,0.001505529,0.0004804737,0.06151452,0.93614435,0.0000069769007],"about_ca_topic_score_codex":0.0010791745,"about_ca_topic_score_gemma":0.002120744,"teacher_disagreement_score":0.08536815,"about_ca_system_score_codex":0.00054701325,"about_ca_system_score_gemma":0.000703063,"threshold_uncertainty_score":0.28558493},"labels":[],"label_agreement":null},{"id":"W4245929494","doi":"10.32920/ryerson.14654970.v1","title":"Synthetic futurism: exploring the possibilities of limitless architectural change and growth","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Context (archaeology); Contingency; Identity (music); Set (abstract data type); Diversity (politics); Malleability; Space (punctuation); Architectural engineering; Plan (archaeology); Computer science; Epistemology; Aesthetics; Engineering; Law; Political science; Geography; Computer security","score_opus":0.06051882113124824,"score_gpt":0.2129830914142412,"score_spread":0.15246427028299298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245929494","genre_codex":"methods","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":[0.17536715,0.0072195176,0.39955708,0.021128332,0.0005503146,0.000116422016,0.00013464809,0.0003272473,0.39559928],"genre_scores_gemma":[0.95788705,0.0011286219,0.0336112,0.00041088395,0.000099450415,0.00011460491,0.000054726668,0.0001284283,0.0065650865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99695206,0.002081797,0.000058733105,0.00033218705,0.0003034855,0.0002716636],"domain_scores_gemma":[0.99450123,0.003411968,0.00032005736,0.0011020303,0.0002777569,0.00038695103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004397674,0.00071194407,0.00060820434,0.0011562378,0.0032048938,0.01010636,0.0017769227,0.0024256445,0.007314648],"category_scores_gemma":[0.01002832,0.00059079065,0.0011532672,0.00070847094,0.023028,0.011511149,0.0072463457,0.0024907805,0.000654135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021422487,0.000014430052,0.0002732089,0.000043920307,0.000008413524,0.00005828853,0.0017081493,0.0046199337,0.00020396333,0.9881676,0.0003603193,0.004520434],"study_design_scores_gemma":[0.000011077209,0.000014773901,0.0001170794,0.0000399102,0.0000048802344,0.00004072601,0.0009133323,0.008894704,0.00017158002,0.98010755,0.009676325,0.00000809113],"about_ca_topic_score_codex":0.0012245529,"about_ca_topic_score_gemma":0.0017368294,"teacher_disagreement_score":0.01010636,"about_ca_system_score_codex":0.0040986813,"about_ca_system_score_gemma":0.0020999417,"threshold_uncertainty_score":0.029738188},"labels":[],"label_agreement":null},{"id":"W4246189558","doi":"10.1007/978-3-030-47016-6","title":"Solar Buildings and Neighborhoods","year":2020,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":7,"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 Calgary","funders":"","keywords":"Architectural engineering; Building envelope; Envelope (radar); Low-energy house; Solar energy; Engineering; Passive solar building design; Civil engineering; Construction engineering; Geography; Aerospace engineering; Meteorology; Electrical engineering","score_opus":0.0036925596395448648,"score_gpt":0.15634072757601275,"score_spread":0.15264816793646788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246189558","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":[0.0005565134,0.019151,0.00039378103,0.0018204787,0.00083724014,0.000009222424,0.000062866195,0.000028586486,0.9771402],"genre_scores_gemma":[0.010197125,0.013295632,0.00047180528,0.0009223604,0.00038125712,0.000020875452,0.000096117976,0.000054805452,0.97456],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998592,0.00003999602,0.0000037332989,0.000021977523,0.00005598627,0.000019103783],"domain_scores_gemma":[0.9999379,0.000010814466,0.000004223318,0.000010080066,0.000020188118,0.000016918937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013615728,0.0005780598,0.0003277836,0.00083698827,0.0017920953,0.003525006,0.00047183438,0.0011189794,0.062477507],"category_scores_gemma":[0.0003952932,0.00022233068,0.00016961619,0.0019394229,0.001232786,0.0025949108,0.0013989687,0.0012670176,0.018417342],"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":[0.000011845784,0.000026637665,0.00020419533,0.00010745283,0.0000028478753,0.000047562917,0.0008024666,0.00031998445,0.0000857278,0.42823085,0.4480357,0.122124754],"study_design_scores_gemma":[9.68675e-7,0.0000037421278,0.00017993494,0.0000671438,8.7315584e-7,0.000025766341,0.00032722758,0.00004242601,0.000012838728,0.023170505,0.97616744,0.0000012152548],"about_ca_topic_score_codex":0.012694337,"about_ca_topic_score_gemma":0.054716147,"teacher_disagreement_score":0.062477507,"about_ca_system_score_codex":0.0016307147,"about_ca_system_score_gemma":0.0013161127,"threshold_uncertainty_score":0.20900804},"labels":[],"label_agreement":null},{"id":"W4246214776","doi":"10.32920/ryerson.14647458","title":"Redressing the Ocularcentric Culture of architectural design: A Phenomenological and Participatory Approach in VR","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Experiential learning; Virtual reality; Perception; Computer science; Architecture; Representation (politics); Context (archaeology); Human–computer interaction; Experience design; Psychology; Multimedia; User experience design; Visual arts; Mathematics education","score_opus":0.05482355666515711,"score_gpt":0.24511163892010163,"score_spread":0.1902880822549445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246214776","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":[0.6360892,0.003321463,0.19012576,0.013280886,0.00039568092,0.00049249036,0.00010247133,0.000108188775,0.15608387],"genre_scores_gemma":[0.9815715,0.00069513975,0.011295124,0.0003635146,0.00003790153,0.00013323754,0.0000143369025,0.000044553624,0.005844627],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98528767,0.012601971,0.000151467,0.0005828664,0.00092478417,0.00045126336],"domain_scores_gemma":[0.9918143,0.0065655583,0.00033914787,0.00071666733,0.00037149695,0.0001928323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01366344,0.0005499583,0.00041575826,0.0016557691,0.006190816,0.009285412,0.0014792968,0.0017889072,0.0017516863],"category_scores_gemma":[0.011806298,0.0004934387,0.00042598567,0.0012715457,0.042802334,0.007964379,0.0063973772,0.0026187007,0.00022916953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003544142,0.000045883502,0.000751951,0.00011312196,0.000010967602,0.00032722813,0.79794335,0.0005146767,0.0016874416,0.18632385,0.0006151974,0.011630807],"study_design_scores_gemma":[0.000043802043,0.00018896884,0.0017605897,0.0006048877,0.000025685804,0.0011625019,0.741299,0.002106737,0.0022568204,0.12507081,0.12539558,0.00008461523],"about_ca_topic_score_codex":0.0031966812,"about_ca_topic_score_gemma":0.0048568184,"teacher_disagreement_score":0.01366344,"about_ca_system_score_codex":0.0035537397,"about_ca_system_score_gemma":0.0030530482,"threshold_uncertainty_score":0.07226002},"labels":[],"label_agreement":null},{"id":"W4247966074","doi":"10.22215/etd/2015-10866","title":"Responsive Building Envelopes: Active Apertures for Chinooks","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Architectural engineering; Building envelope; Envelope (radar); Context (archaeology); Documentation; Architecture; Downtown; Choreography; Engineering; Air movement; Built environment; Visual arts; Civil engineering; Geography; Computer science; Dance; Art; Meteorology; Aerospace engineering; Archaeology","score_opus":0.012622404010605015,"score_gpt":0.27352040305061276,"score_spread":0.26089799904000777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247966074","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":[0.58221096,0.00062996,0.17403792,0.0011107912,0.00018344072,0.00037271212,0.00020267302,0.0010354877,0.24021602],"genre_scores_gemma":[0.90519047,0.00027410733,0.06267092,0.00017693009,0.000016181475,0.00016621836,0.00011168828,0.00019531441,0.031198218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967694,0.00008572203,0.0000073629585,0.000049837636,0.000099551624,0.0000806013],"domain_scores_gemma":[0.9997974,0.000056953253,0.0000136308345,0.000045805493,0.000027409103,0.000058841782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034343996,0.00026116168,0.00019360079,0.00022336569,0.0012311689,0.002428801,0.00082217675,0.0005982453,0.008167083],"category_scores_gemma":[0.00095723144,0.00020096813,0.00034463283,0.00026544355,0.0013406599,0.001305856,0.0030122318,0.00059338345,0.0009778426],"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":[0.000601646,0.00042861042,0.0126511045,0.0007879849,0.00004467318,0.0029735235,0.05025901,0.028242305,0.21410811,0.293863,0.014833819,0.38120627],"study_design_scores_gemma":[0.000110902525,0.0008295264,0.030214781,0.00052535464,0.00009305598,0.0018303143,0.05292355,0.068087325,0.07126437,0.05908155,0.7148385,0.00020071764],"about_ca_topic_score_codex":0.0028653706,"about_ca_topic_score_gemma":0.009477692,"teacher_disagreement_score":0.008167083,"about_ca_system_score_codex":0.0008313373,"about_ca_system_score_gemma":0.0009431469,"threshold_uncertainty_score":0.027321637},"labels":[],"label_agreement":null},{"id":"W4248051568","doi":"10.32920/ryerson.14664408","title":"The interaction between photovoltaic materials and building forms","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Photovoltaic system; Architectural engineering; Process (computing); Systems engineering; Computer science; Building-integrated photovoltaics; Engineering; Construction engineering; Electrical engineering","score_opus":0.014595368212166048,"score_gpt":0.24515957348712797,"score_spread":0.2305642052749619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248051568","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":[0.5953071,0.0011426243,0.09176357,0.0014980389,0.00006868762,0.00007199534,0.00011735349,0.00007413733,0.30995652],"genre_scores_gemma":[0.9827793,0.0003653784,0.010522296,0.000040690353,0.000010017131,0.000030211091,0.000018548544,0.000022730226,0.0062107923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868923,0.00084482494,0.000027334996,0.000098386416,0.0002527034,0.000087444045],"domain_scores_gemma":[0.99913317,0.00057431275,0.00006968901,0.00012255907,0.000062645064,0.000037617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056162564,0.0002464696,0.00021583909,0.00043433765,0.00091187016,0.0035750023,0.00049681385,0.0007113276,0.006967401],"category_scores_gemma":[0.0026817534,0.00026988925,0.00029509296,0.00074121373,0.0029126173,0.0023624955,0.0018510151,0.0006085157,0.00046117327],"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":[0.00007568691,0.00006980044,0.00619966,0.00024677068,0.000026973054,0.00070877967,0.0023252573,0.062562324,0.008763544,0.868732,0.00080967764,0.049479555],"study_design_scores_gemma":[0.000054609718,0.0003403551,0.029068535,0.00026208864,0.00009122792,0.002636228,0.010292027,0.07274003,0.014920289,0.7075224,0.1619482,0.0001240624],"about_ca_topic_score_codex":0.00092578353,"about_ca_topic_score_gemma":0.0015522112,"teacher_disagreement_score":0.006967401,"about_ca_system_score_codex":0.0007843946,"about_ca_system_score_gemma":0.00034094724,"threshold_uncertainty_score":0.023308277},"labels":[],"label_agreement":null},{"id":"W4248061625","doi":"10.32920/ryerson.14649936.v1","title":"Housing Without Rooms: An Architecture of Objects","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Architectural engineering; Plan (archaeology); Space (punctuation); Amenity; Computer science; Business; Engineering; Visual arts; History; Art; Finance","score_opus":0.011838940742696346,"score_gpt":0.2266232777083937,"score_spread":0.21478433696569735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248061625","genre_codex":"methods","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":[0.036766786,0.0054807276,0.6800326,0.004294539,0.0006959462,0.00008254873,0.00050872343,0.00079375366,0.2713445],"genre_scores_gemma":[0.49483967,0.0044142883,0.3708825,0.0009020224,0.00033344113,0.00021913825,0.00093579845,0.0007062066,0.1267669],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99951065,0.00016746458,0.000022977058,0.000118731376,0.00012612315,0.000053935895],"domain_scores_gemma":[0.99973327,0.000050444636,0.000021344495,0.00009492528,0.000050502687,0.000049482118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003928853,0.00043263007,0.00023112468,0.00062559824,0.0017024867,0.0050357,0.0010108396,0.0009812743,0.009394973],"category_scores_gemma":[0.00085743115,0.00042410116,0.0005300774,0.00094978564,0.0053068083,0.0045188055,0.0028471195,0.0013705291,0.0021715972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017674116,0.000007721361,0.00035418288,0.00004680378,0.0000065190134,0.000082662875,0.0008602755,0.0036157814,0.0008055375,0.9747791,0.004053347,0.015370507],"study_design_scores_gemma":[0.000013650764,0.000034881756,0.00082955486,0.000080731494,0.00001852164,0.00039135804,0.000814589,0.010255772,0.0006883138,0.66743416,0.3194132,0.000025341684],"about_ca_topic_score_codex":0.004590045,"about_ca_topic_score_gemma":0.0058172396,"teacher_disagreement_score":0.009394973,"about_ca_system_score_codex":0.0012169031,"about_ca_system_score_gemma":0.00093791133,"threshold_uncertainty_score":0.03142929},"labels":[],"label_agreement":null},{"id":"W4248204414","doi":"10.32920/ryerson.14656590.v1","title":"Manifesting Civic-ness","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"Australian Government","keywords":"Civic engagement; Citizenship; Realm; Individualism; Public space; Dilemma; Space (punctuation); Perspective (graphical); Sociology; Bridge (graph theory); Political science; Good citizenship; Public relations; Public administration; Epistemology; Politics; Law; Computer science; Engineering","score_opus":0.011748286612382995,"score_gpt":0.1993874656558777,"score_spread":0.1876391790434947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248204414","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":[0.12319335,0.0009202918,0.09104703,0.011154079,0.00036960258,0.0001231449,0.0001078342,0.0006173573,0.7724673],"genre_scores_gemma":[0.9605927,0.00034638945,0.012951259,0.00028883605,0.000029683875,0.00006183058,0.0000586529,0.00011756425,0.02555313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712914,0.0016227728,0.00008339886,0.00034038626,0.00052906363,0.00029513735],"domain_scores_gemma":[0.9981725,0.00047095903,0.00014325947,0.00063977676,0.00026817486,0.0003053126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038978967,0.00042614326,0.00029502576,0.0008891149,0.0040259683,0.012525119,0.0007358067,0.0015074076,0.01051849],"category_scores_gemma":[0.0037792302,0.0003825409,0.00031160828,0.00078055525,0.01622945,0.008769106,0.008822539,0.0021883026,0.0012110348],"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":[0.0000077801005,0.000016014032,0.00068015,0.000044118442,0.000003974255,0.00007482481,0.009667277,0.0007160601,0.0006234596,0.9775168,0.0019037912,0.008745848],"study_design_scores_gemma":[0.00002235097,0.000056689616,0.0013417255,0.00022159329,0.000016579002,0.000222218,0.022342244,0.003292519,0.0019018039,0.6033912,0.36715996,0.00003115603],"about_ca_topic_score_codex":0.0019002525,"about_ca_topic_score_gemma":0.0028147227,"teacher_disagreement_score":0.012525119,"about_ca_system_score_codex":0.0035218636,"about_ca_system_score_gemma":0.0027508135,"threshold_uncertainty_score":0.03518784},"labels":[],"label_agreement":null},{"id":"W4248597360","doi":"10.32920/ryerson.14648517.v1","title":"Choreographing architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Kinesthetic learning; Architecture; Motion (physics); Movement (music); Empathy; Space (punctuation); Cognitive science; Computer science; Human–computer interaction; Psychology; Aesthetics; Artificial intelligence; Visual arts; Social psychology; Art","score_opus":0.00658548412635637,"score_gpt":0.19107600705018873,"score_spread":0.18449052292383236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248597360","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":[0.14215955,0.0015446232,0.2133471,0.0034386194,0.00029828257,0.0001979039,0.00030863693,0.0008318266,0.6378734],"genre_scores_gemma":[0.8640277,0.0011020927,0.064596586,0.00017280327,0.00004896541,0.000117690644,0.00032112148,0.00045573234,0.069157384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992842,0.00039832538,0.000022414384,0.00012111164,0.00009451237,0.0000795405],"domain_scores_gemma":[0.99946505,0.0001654757,0.000048795297,0.00018031934,0.00005614221,0.00008419228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057615933,0.00060185225,0.00016898436,0.0009601979,0.0023532887,0.0037416734,0.00047976736,0.00081115955,0.020178441],"category_scores_gemma":[0.0022606817,0.0002911629,0.00036051942,0.0006163465,0.008104164,0.0047226637,0.0051374002,0.0008605571,0.0016994268],"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":[0.000044493037,0.000012086061,0.001721858,0.00014219506,0.000019926394,0.00044585613,0.044860013,0.0038754037,0.0040077604,0.91494095,0.0054673925,0.024461985],"study_design_scores_gemma":[0.000019698464,0.000045912646,0.0044738105,0.00026637194,0.00002447017,0.00086522195,0.040653843,0.008891369,0.0030069272,0.34151,0.60018325,0.000059212536],"about_ca_topic_score_codex":0.006079706,"about_ca_topic_score_gemma":0.00934868,"teacher_disagreement_score":0.020178441,"about_ca_system_score_codex":0.0013848137,"about_ca_system_score_gemma":0.0011422025,"threshold_uncertainty_score":0.06750357},"labels":[],"label_agreement":null},{"id":"W4248729479","doi":"10.22215/etd/2014-10394","title":"Stories &amp; Hypnaedificatio","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Norwegian; Architecture; Architectural engineering; Dual (grammatical number); Engineering; Computer science; Visual arts; Art; Literature; Philosophy; Linguistics","score_opus":0.014258418391063682,"score_gpt":0.24316958730104304,"score_spread":0.22891116890997937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248729479","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":[0.002246055,0.0010011926,0.026794584,0.0056656334,0.0010684162,0.00004848588,0.00019598055,0.00051316625,0.9624664],"genre_scores_gemma":[0.10697839,0.0019101411,0.025379406,0.0017359154,0.0006165702,0.00017908921,0.00028240003,0.0011009449,0.8618172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857056,0.000614365,0.000040408886,0.0001579283,0.00050976966,0.0001070515],"domain_scores_gemma":[0.99838424,0.0007037541,0.000075733675,0.00044765894,0.00023715248,0.00015149445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009087312,0.0005477964,0.00020922015,0.0009235787,0.0032185472,0.0057272995,0.0010031033,0.0013989873,0.06469562],"category_scores_gemma":[0.0049254475,0.0002907446,0.00035220332,0.0007258609,0.006336348,0.0068080085,0.0041583185,0.0026826463,0.018713105],"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":[0.000036783447,0.00002227423,0.00015156952,0.0001543863,0.0000043726413,0.00023825571,0.009798285,0.00016675543,0.0009500373,0.67171663,0.20193692,0.11482379],"study_design_scores_gemma":[0.0000031503157,0.0000057184175,0.00010082765,0.00006227293,0.0000015078508,0.00015243916,0.0012041733,0.00020466288,0.0007211399,0.03116308,0.9663748,0.0000061929213],"about_ca_topic_score_codex":0.0015296843,"about_ca_topic_score_gemma":0.00437882,"teacher_disagreement_score":0.06469562,"about_ca_system_score_codex":0.0011083231,"about_ca_system_score_gemma":0.0009380172,"threshold_uncertainty_score":0.21642846},"labels":[],"label_agreement":null},{"id":"W4249187793","doi":"10.32920/ryerson.14650089.v1","title":"Sociogenetic Architecture: Fostering Connection in Urban Dwelling","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Amenity; Recreation; Respite care; Architecture; Urban sprawl; Sense of place; Geography; Public housing; Sociology; Environmental planning; Business; Economic geography; Urban planning; Political science; Engineering; Civil engineering","score_opus":0.0195317971128174,"score_gpt":0.21969842943783002,"score_spread":0.2001666323250126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249187793","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":[0.87185156,0.00027156912,0.025745688,0.0019835364,0.000052422925,0.00006266512,0.00001709758,0.00011669354,0.09989889],"genre_scores_gemma":[0.9906489,0.000083008556,0.005846955,0.00005127135,0.0000042461625,0.000022318514,0.000009787343,0.000020772255,0.003312707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99925774,0.00049151276,0.000014036978,0.00008091956,0.00007673756,0.00007902065],"domain_scores_gemma":[0.99947697,0.00013825663,0.0000585162,0.00010106586,0.000053310257,0.00017192651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079377444,0.00026210584,0.0001188691,0.00059471343,0.002897387,0.0027000795,0.0005152863,0.00049092964,0.0036485652],"category_scores_gemma":[0.0017758692,0.00022124355,0.00018682033,0.000441356,0.005468001,0.0019250015,0.005019185,0.0006024954,0.00033648784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121578174,0.00046411916,0.057427224,0.0002585899,0.00005007167,0.001378277,0.20081249,0.006064593,0.010658239,0.58031344,0.0052726613,0.13717876],"study_design_scores_gemma":[0.00007796018,0.0009933517,0.07046948,0.0003456763,0.00012497097,0.0018109863,0.23399273,0.01811742,0.0038779185,0.3455872,0.32451808,0.00008425833],"about_ca_topic_score_codex":0.0022931723,"about_ca_topic_score_gemma":0.008806484,"teacher_disagreement_score":0.0036485652,"about_ca_system_score_codex":0.001031367,"about_ca_system_score_gemma":0.0010652742,"threshold_uncertainty_score":0.01220572},"labels":[],"label_agreement":null},{"id":"W4249388854","doi":"10.32920/ryerson.14653497.v1","title":"Breathe: Re-Defining the Urban Breathing Apparatus","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Seal (emblem); Breathing; Architecture; Breathing gas; Air conditioning; Environmental science; Mechanical engineering; Engineering; Construction engineering; Computer science; Civil engineering; Visual arts; Psychology; Art","score_opus":0.010751049643520673,"score_gpt":0.21654360717695342,"score_spread":0.20579255753343276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249388854","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":[0.048793502,0.008285935,0.7333355,0.032761633,0.0027624762,0.000080613056,0.0003842337,0.0009567543,0.17263934],"genre_scores_gemma":[0.6229336,0.0062631583,0.30282655,0.0035752691,0.0007716143,0.00025880028,0.0006236275,0.0013452868,0.061402008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"design_other","domain_scores_codex":[0.99899095,0.0005494711,0.000032563115,0.00015771012,0.00018143222,0.000087909255],"domain_scores_gemma":[0.99930584,0.000169306,0.000043875556,0.0002623143,0.00012075534,0.00009784756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013574623,0.0006734244,0.00040463748,0.0007046665,0.0014418666,0.0055553834,0.0012862099,0.001965564,0.006079735],"category_scores_gemma":[0.0027140055,0.0003650079,0.00061803975,0.00054262596,0.010263254,0.0075338166,0.0043899785,0.0028369734,0.0017498353],"study_design_candidate":"design_other","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":[0.000019981635,0.000007166711,0.00032173493,0.000058608828,0.000006401417,0.000049565417,0.00115683,0.0072691957,0.00045639006,0.974519,0.003316337,0.012818706],"study_design_scores_gemma":[0.000010472508,0.000022202037,0.00035537867,0.0001001542,0.000009271016,0.00008892281,0.0014319594,0.012394497,0.00063033623,0.7177618,0.267164,0.00003105341],"about_ca_topic_score_codex":0.003874776,"about_ca_topic_score_gemma":0.006070599,"teacher_disagreement_score":0.006079735,"about_ca_system_score_codex":0.001802456,"about_ca_system_score_gemma":0.0014464601,"threshold_uncertainty_score":0.020338714},"labels":[],"label_agreement":null},{"id":"W4249484852","doi":"10.32920/ryerson.14654970","title":"Synthetic futurism: exploring the possibilities of limitless architectural change and growth","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Context (archaeology); Contingency; Identity (music); Diversity (politics); Set (abstract data type); Space (punctuation); Architectural engineering; Plan (archaeology); Computer science; Meaning (existential); Malleability; Epistemology; Aesthetics; Engineering; Political science; Law; Computer security; Geography","score_opus":0.06051882113124824,"score_gpt":0.2129830914142412,"score_spread":0.15246427028299298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249484852","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":[0.17536715,0.0072195176,0.39955708,0.021128332,0.0005503146,0.000116422016,0.00013464809,0.0003272473,0.39559928],"genre_scores_gemma":[0.95788705,0.0011286219,0.0336112,0.00041088395,0.000099450415,0.00011460491,0.000054726668,0.0001284283,0.0065650865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99695206,0.002081797,0.000058733105,0.00033218705,0.0003034855,0.0002716636],"domain_scores_gemma":[0.99450123,0.003411968,0.00032005736,0.0011020303,0.0002777569,0.00038695103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004397674,0.00071194407,0.00060820434,0.0011562378,0.0032048938,0.01010636,0.0017769227,0.0024256445,0.007314648],"category_scores_gemma":[0.01002832,0.00059079065,0.0011532672,0.00070847094,0.023028,0.011511149,0.0072463457,0.0024907805,0.000654135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021422487,0.000014430052,0.0002732089,0.000043920307,0.000008413524,0.00005828853,0.0017081493,0.0046199337,0.00020396333,0.9881676,0.0003603193,0.004520434],"study_design_scores_gemma":[0.000011077209,0.000014773901,0.0001170794,0.0000399102,0.0000048802344,0.00004072601,0.0009133323,0.008894704,0.00017158002,0.98010755,0.009676325,0.00000809113],"about_ca_topic_score_codex":0.0012245529,"about_ca_topic_score_gemma":0.0017368294,"teacher_disagreement_score":0.01010636,"about_ca_system_score_codex":0.0040986813,"about_ca_system_score_gemma":0.0020999417,"threshold_uncertainty_score":0.029738188},"labels":[],"label_agreement":null},{"id":"W4249493506","doi":"10.2495/dne-v13-n3-332-342","title":"Anticipating a fluid, dynamic interiority","year":2018,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering","score_opus":0.007698631651997185,"score_gpt":0.255179310551127,"score_spread":0.24748067889912984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249493506","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":[0.07019519,0.0038002052,0.7251212,0.018309828,0.002076537,0.00005471956,0.00030280242,0.00086818705,0.17927131],"genre_scores_gemma":[0.7836595,0.0034552973,0.13741364,0.0013057389,0.0005794624,0.000101110876,0.00021563431,0.00046579234,0.07280391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997981,0.00005381534,0.0000063468256,0.000060311257,0.000050009563,0.00003138982],"domain_scores_gemma":[0.99960774,0.00017346232,0.000041291263,0.000052911648,0.000050518698,0.00007399646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045998304,0.00043738526,0.00048617154,0.0002977966,0.0011775066,0.0029578875,0.000670873,0.0013107137,0.010395371],"category_scores_gemma":[0.0033370974,0.00055340095,0.00053716014,0.00019734283,0.0027823152,0.005042385,0.0047710002,0.0021262495,0.0011379914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000876773,0.000023788507,0.0004857756,0.00017585122,0.000018289149,0.00034966224,0.0005373863,0.07212723,0.0048225443,0.8862568,0.011497969,0.023616912],"study_design_scores_gemma":[0.000018964767,0.000046297657,0.0003090145,0.000086307795,0.0000138017285,0.00018118005,0.0003807971,0.1546528,0.0014071803,0.79217947,0.050688636,0.000035438454],"about_ca_topic_score_codex":0.0015224636,"about_ca_topic_score_gemma":0.0016817349,"teacher_disagreement_score":0.010395371,"about_ca_system_score_codex":0.0006717821,"about_ca_system_score_gemma":0.0007398859,"threshold_uncertainty_score":0.034776032},"labels":[],"label_agreement":null},{"id":"W4249610758","doi":"10.1109/iv.2004.1320254","title":"From ethno-mathematics to generative design: metapatterns and interactive methods for the creation of decorative art","year":2004,"lang":"en","type":"article","venue":"Proceedings. Eighth International Conference on Information Visualisation, 2004. IV 2004.","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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":"Generative grammar; Computer science; Rule-based machine translation; Generative Design; Artificial intelligence; Natural language processing; Pattern recognition (psychology); Engineering drawing; Engineering","score_opus":0.05993002287136116,"score_gpt":0.3659859637736335,"score_spread":0.30605594090227234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249610758","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028709725,0.004067974,0.9214267,0.0032809435,0.00013311826,0.00010098883,0.0000570446,0.0005397653,0.041683815],"genre_scores_gemma":[0.54543346,0.0026247136,0.4412115,0.0004578427,0.00010609025,0.00031380248,0.00009406895,0.00047165592,0.009286876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973091,0.0019472349,0.00007760179,0.00022774437,0.00034993832,0.000088387256],"domain_scores_gemma":[0.9965497,0.0022328144,0.00012343143,0.0008937831,0.00010015926,0.00010009853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029757412,0.00069437263,0.00040367796,0.0022672766,0.0011498552,0.0060068523,0.0010834818,0.0010649662,0.0047054775],"category_scores_gemma":[0.00430096,0.00052937,0.00072491245,0.0012290903,0.0125389155,0.006168638,0.0032772648,0.0011931214,0.0004903956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040448558,0.000031565694,0.0017849184,0.000508161,0.00003856137,0.00032729388,0.027164092,0.0043301503,0.0029807624,0.8334891,0.0019572969,0.12734759],"study_design_scores_gemma":[0.000048913236,0.00006884439,0.0017698095,0.00066584646,0.000036231148,0.001082972,0.010550509,0.022835802,0.0041632093,0.7951679,0.16355522,0.00005480165],"about_ca_topic_score_codex":0.0009829369,"about_ca_topic_score_gemma":0.001771404,"teacher_disagreement_score":0.0060068523,"about_ca_system_score_codex":0.0013676247,"about_ca_system_score_gemma":0.0008636173,"threshold_uncertainty_score":0.015741408},"labels":[],"label_agreement":null},{"id":"W4249903487","doi":"10.32920/ryerson.14647461","title":"Matured Infrastructures Strategizing Architectural Growth Through Infrastructure","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Framing (construction); Architecture; Architectural engineering; Business; Engineering; Civil engineering; Geography","score_opus":0.007796003148676325,"score_gpt":0.21034146259419828,"score_spread":0.20254545944552196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249903487","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":[0.23708439,0.0008008896,0.2583707,0.010278201,0.00013474147,0.00025038366,0.00012008373,0.00035254372,0.492608],"genre_scores_gemma":[0.8839694,0.00051827414,0.09297747,0.00018092884,0.000017158487,0.00010650468,0.000086875705,0.00010973271,0.02203364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986802,0.00062509894,0.00003530908,0.0001539805,0.00026151957,0.00024379908],"domain_scores_gemma":[0.9989191,0.0002327636,0.00008428885,0.00024202409,0.00023910224,0.00028267055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019446589,0.00054679555,0.00016856514,0.00078633736,0.0018851903,0.0052342564,0.0009172964,0.000901985,0.0056176707],"category_scores_gemma":[0.002459399,0.00031677407,0.0002476639,0.00076577853,0.006131254,0.004509619,0.0052375393,0.0011729085,0.0007329831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019887297,0.000028572727,0.0018566838,0.00006149342,0.000009506424,0.00016506288,0.007542974,0.016406616,0.0016461211,0.94536144,0.0033116476,0.023589876],"study_design_scores_gemma":[0.000040944797,0.0001608263,0.0024883074,0.00021146165,0.000034591416,0.0002489943,0.025538059,0.057313703,0.0035246366,0.5662569,0.34414113,0.000040289713],"about_ca_topic_score_codex":0.01404714,"about_ca_topic_score_gemma":0.04292595,"teacher_disagreement_score":0.01404714,"about_ca_system_score_codex":0.007588738,"about_ca_system_score_gemma":0.007918772,"threshold_uncertainty_score":0.055060446},"labels":[],"label_agreement":null},{"id":"W4249967410","doi":"10.32920/ryerson.14656758","title":"Make/shift - a creative community project","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Grassroots; Prosperity; Factory (object-oriented programming); Neighbourhood (mathematics); Industrial heritage; Architectural engineering; Sociology; Political science; Engineering; Economic growth; Cultural heritage; Politics; Economics; Computer science; Cultural heritage management","score_opus":0.0328502904208504,"score_gpt":0.2639661336883214,"score_spread":0.23111584326747098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249967410","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":[0.14130862,0.0013180224,0.13620731,0.029481899,0.0060738726,0.001934718,0.003917531,0.006494287,0.67326385],"genre_scores_gemma":[0.3377844,0.00092512113,0.13218458,0.0023261115,0.0005662179,0.0020452375,0.004593257,0.0028303845,0.5167447],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99716526,0.0010195778,0.000053333286,0.00038971638,0.000956687,0.0004153603],"domain_scores_gemma":[0.9965905,0.000506806,0.000091997324,0.0007387087,0.0004896929,0.0015823046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045593437,0.000559831,0.00030482595,0.0008826013,0.003258453,0.0048450967,0.0014705544,0.0014570125,0.04644681],"category_scores_gemma":[0.0051835375,0.00028083683,0.0005604791,0.00057017576,0.002352465,0.003732495,0.009471083,0.0020348567,0.016143056],"study_design_candidate":"qualitative","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":[0.00060146756,0.0009628975,0.0022188132,0.00040005991,0.000028768474,0.00060428365,0.015279139,0.0023982537,0.007953667,0.30738807,0.3055649,0.3565997],"study_design_scores_gemma":[0.00009902109,0.000116913834,0.00043141923,0.00006166258,0.000005702364,0.00014048176,0.0058611385,0.0011384815,0.002588045,0.031042531,0.95849246,0.000022063557],"about_ca_topic_score_codex":0.0012422671,"about_ca_topic_score_gemma":0.002816913,"teacher_disagreement_score":0.04644681,"about_ca_system_score_codex":0.0013785202,"about_ca_system_score_gemma":0.0034909488,"threshold_uncertainty_score":0.15538001},"labels":[],"label_agreement":null},{"id":"W4250028152","doi":"10.32920/ryerson.14661066","title":"Make Art, not Sprawl: Using Form-Based Codes to Create Complete, Compact, and Livable Suburban Communities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Urban sprawl; Zoning; Smart growth; Neighbourhood (mathematics); Urbanization; Context (archaeology); Environmental planning; Urban planning; Growth management; Popularity; Geography; Business; Economic growth; Transport engineering; Political science; Land use; Civil engineering; Engineering; Economics","score_opus":0.05236579148092886,"score_gpt":0.25078151497538953,"score_spread":0.19841572349446068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250028152","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":[0.07038013,0.00030172037,0.87379414,0.0011040941,0.00013110123,0.00027475867,0.00023867897,0.0013869497,0.052388467],"genre_scores_gemma":[0.3599932,0.00032533327,0.62521094,0.00011900452,0.000013213206,0.00028847627,0.00028791736,0.0004777301,0.013284198],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989299,0.00043667087,0.000046227036,0.0001031172,0.00040477802,0.000079280006],"domain_scores_gemma":[0.9984598,0.0004304022,0.00010390162,0.0004889759,0.00036938975,0.0001475152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012717273,0.0005230842,0.00031794497,0.0010278211,0.0010732225,0.0032317226,0.00091791846,0.00052167434,0.0047344565],"category_scores_gemma":[0.0052715233,0.00029368515,0.00047587635,0.0012031462,0.0029015958,0.002062604,0.0029892568,0.00078095635,0.0010842124],"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":[0.00013290142,0.00008638326,0.0069789984,0.00024128811,0.000038060338,0.00023902986,0.006578559,0.13788663,0.006537057,0.40276235,0.015567335,0.42295146],"study_design_scores_gemma":[0.000083772014,0.00017046795,0.004099765,0.0002420256,0.0000401045,0.00032807013,0.0048129857,0.49218678,0.008665081,0.2406124,0.24863523,0.00012333502],"about_ca_topic_score_codex":0.029891139,"about_ca_topic_score_gemma":0.06537294,"teacher_disagreement_score":0.029891139,"about_ca_system_score_codex":0.0018458774,"about_ca_system_score_gemma":0.0024507514,"threshold_uncertainty_score":0.059434295},"labels":[],"label_agreement":null},{"id":"W4250668846","doi":"10.1007/978-94-007-0753-5_100339","title":"Built Form","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Geography; Geology; Computer science","score_opus":0.010404243913031245,"score_gpt":0.18389290660677593,"score_spread":0.1734886626937447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250668846","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":[0.0006381055,0.00057856436,0.019699687,0.0003555506,0.00036581687,0.000038848473,0.00027616046,0.0005001846,0.97754717],"genre_scores_gemma":[0.008198442,0.0007110266,0.004935345,0.0001596785,0.00009568132,0.000039187624,0.0004166416,0.00040415788,0.98503983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971586,0.000035232148,0.00000984922,0.000062056235,0.00014541116,0.000031533982],"domain_scores_gemma":[0.9998622,0.00001877956,0.0000039473307,0.000062289524,0.000039751096,0.000012961128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021161321,0.0009944955,0.00044091867,0.0010433279,0.0013485793,0.004280891,0.0010814999,0.00084785774,0.22292216],"category_scores_gemma":[0.0007222339,0.00044778985,0.00044803962,0.0009924808,0.0015104386,0.0035611214,0.0026444043,0.0015526393,0.11060765],"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":[0.000018049377,0.000024584848,0.00007790534,0.00011897308,0.00000479827,0.000061305436,0.00037332257,0.00073638436,0.0011843554,0.6407513,0.15928613,0.19736278],"study_design_scores_gemma":[0.0000023296282,0.000005571571,0.000053642958,0.00004242516,0.0000022575116,0.00006853309,0.000058433983,0.00031153305,0.0005457417,0.05573641,0.9431682,0.000004837365],"about_ca_topic_score_codex":0.0019492093,"about_ca_topic_score_gemma":0.004815554,"teacher_disagreement_score":0.22292216,"about_ca_system_score_codex":0.001074772,"about_ca_system_score_gemma":0.00094716327,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4250747425","doi":"10.32920/ryerson.14647098","title":"Energanic prototypes in the [post]-digital terrain","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Workspace; Energy (signal processing); Process (computing); Work (physics); Terrain; Architectural engineering; Computer science; Human–computer interaction; Sociology; Political science; Epistemology; Data science; Engineering; Geography; Artificial intelligence; Visual arts; Mechanical engineering; Mathematics; Art; Cartography","score_opus":0.0068861651364091675,"score_gpt":0.19720312919980879,"score_spread":0.19031696406339962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250747425","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":[0.2265034,0.0003502087,0.07091262,0.0027145224,0.0003460613,0.00009880219,0.0001580685,0.00039921963,0.6985171],"genre_scores_gemma":[0.8902799,0.0002819894,0.03350944,0.00022818868,0.000019053197,0.00008219501,0.00015198888,0.00020015713,0.07524699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99936074,0.00025862647,0.00001990606,0.00010114609,0.00018833176,0.000071204944],"domain_scores_gemma":[0.9994795,0.00018097696,0.000025642668,0.00018247172,0.00007696239,0.000054483135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007984511,0.00026231483,0.0001990227,0.00055607455,0.0019753398,0.00485132,0.0008355659,0.0010209428,0.023316128],"category_scores_gemma":[0.0020148389,0.0002108716,0.00025422208,0.0006079082,0.005250036,0.0037853173,0.0028300674,0.0010084972,0.002124925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008659057,0.00003859062,0.00054630433,0.0000552047,0.0000048454262,0.00045027144,0.010138546,0.0020603805,0.0034645365,0.9584485,0.0023685396,0.022337573],"study_design_scores_gemma":[0.00006564557,0.00027180545,0.00231783,0.00018231421,0.000018058972,0.0009474302,0.02252799,0.008086554,0.00720268,0.36064753,0.59766823,0.00006393108],"about_ca_topic_score_codex":0.001169732,"about_ca_topic_score_gemma":0.003313243,"teacher_disagreement_score":0.023316128,"about_ca_system_score_codex":0.0012185043,"about_ca_system_score_gemma":0.00063496095,"threshold_uncertainty_score":0.07800019},"labels":[],"label_agreement":null},{"id":"W4250971557","doi":"10.18777/ieashc-task42-2010-0001","title":"State-of-the-Art of Digital Tools Used by Architects for Solar Design","year":2010,"lang":"en","type":"report","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"State (computer science); Architectural engineering; Computer science; Engineering drawing; Computer graphics (images); Visual arts; Engineering; Art; Programming language","score_opus":0.03406668176757097,"score_gpt":0.24073424985428435,"score_spread":0.20666756808671338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250971557","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027354589,0.018941235,0.4567823,0.00257904,0.0005115294,0.000315663,0.0022167207,0.007602463,0.48369643],"genre_scores_gemma":[0.2240338,0.043946784,0.57485795,0.0013027246,0.00048922526,0.00082861714,0.006737579,0.0055354764,0.14226784],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906014,0.0019384112,0.00041204612,0.0007663001,0.0059989477,0.00028297215],"domain_scores_gemma":[0.9849296,0.0060684774,0.0004307042,0.005525799,0.0027212896,0.00032411993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005400655,0.0010168334,0.0006156998,0.005579687,0.0009948688,0.0059633492,0.0021921291,0.0010958163,0.048292086],"category_scores_gemma":[0.0144316945,0.0006779139,0.00073439715,0.0065129492,0.0020841437,0.0048138923,0.003473185,0.0012480482,0.01966849],"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":[0.00005190995,0.00008671735,0.0019264945,0.0007246719,0.000020137702,0.00010480359,0.0014184767,0.0026128273,0.0041551706,0.061016656,0.019823221,0.908059],"study_design_scores_gemma":[0.000013336049,0.000044308235,0.0024277186,0.00077223923,0.000017991986,0.00064352044,0.00069189316,0.0037300873,0.008023583,0.016718837,0.9668724,0.000044020446],"about_ca_topic_score_codex":0.0029397223,"about_ca_topic_score_gemma":0.0042194068,"teacher_disagreement_score":0.048292086,"about_ca_system_score_codex":0.0013532664,"about_ca_system_score_gemma":0.002106515,"threshold_uncertainty_score":0.16155308},"labels":[],"label_agreement":null},{"id":"W4251322622","doi":"10.1017/9789048542055","title":"Building as Screen","year":2019,"lang":"en","type":"book","venue":"Amsterdam University Press eBooks","topic":"Architecture and Computational 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":"Affordance; Movie theater; Digital media; Visibility; Visual arts; Architecture; Public space; Set (abstract data type); Visualization; Computer science; Multimedia; Art; Architectural engineering; Engineering; Geography; Human–computer interaction; World Wide Web; Artificial intelligence","score_opus":0.010317132887734812,"score_gpt":0.18446662130394534,"score_spread":0.17414948841621053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251322622","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":[0.0012444207,0.0024084349,0.009613746,0.0013711054,0.00039894026,0.000021656675,0.00008758558,0.00034507527,0.98450905],"genre_scores_gemma":[0.09662093,0.007959525,0.016019894,0.0018665717,0.00027511962,0.00010698327,0.00033759544,0.00062892016,0.8761844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997367,0.00006629119,0.00000634807,0.00004794323,0.000098468205,0.000044299664],"domain_scores_gemma":[0.9998093,0.000056699115,0.0000066541547,0.00005860772,0.000032146367,0.000036511818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022911337,0.00058969675,0.00022280181,0.0007696167,0.0021416345,0.0069976198,0.00066835515,0.0011843747,0.05391684],"category_scores_gemma":[0.0006262894,0.00021574958,0.00033263693,0.0011646255,0.0033085633,0.0045222347,0.0028568914,0.0016630263,0.010714283],"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":[0.0000105950085,0.00001073112,0.00010934327,0.000094372415,0.0000030308258,0.00008049077,0.0024229528,0.0005461245,0.0005463062,0.8413293,0.083486386,0.07136039],"study_design_scores_gemma":[0.0000014144716,0.0000045075626,0.000059664126,0.000044216536,0.0000016458451,0.000057922614,0.0003312819,0.00014089681,0.00013367261,0.025665065,0.9735571,0.000002664618],"about_ca_topic_score_codex":0.0049379664,"about_ca_topic_score_gemma":0.01008275,"teacher_disagreement_score":0.05391684,"about_ca_system_score_codex":0.0018628378,"about_ca_system_score_gemma":0.0016513617,"threshold_uncertainty_score":0.1803698},"labels":[],"label_agreement":null},{"id":"W4251685568","doi":"10.32920/ryerson.14657211.v1","title":"Choreographing space: restoring human movement in workplace typologies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University; Advantage Forensics (Canada)","funders":"","keywords":"Human body; Product (mathematics); Space (punctuation); Order (exchange); Movement (music); Environmental ethics; Sociology; Aesthetics; Business; Medicine; Computer science; Art","score_opus":0.01642534000303145,"score_gpt":0.2439972292420739,"score_spread":0.22757188923904245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251685568","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":[0.38535792,0.0016819268,0.46247548,0.004184577,0.0005686383,0.0001938697,0.00029157987,0.0011576085,0.14408833],"genre_scores_gemma":[0.9051157,0.00049209665,0.08379818,0.00013156798,0.000040896553,0.00014780728,0.00018882839,0.0003361264,0.0097488],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869967,0.0008165304,0.000047908983,0.00021276856,0.000116815936,0.0001063893],"domain_scores_gemma":[0.9980415,0.0006164149,0.0001649511,0.0008271817,0.00015186155,0.00019818159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465299,0.00057238236,0.00026846005,0.001429953,0.0027325724,0.004955269,0.0010213008,0.00084655645,0.008139355],"category_scores_gemma":[0.005250923,0.00030891653,0.000528187,0.0011398776,0.0073455865,0.005747491,0.00674323,0.0007742624,0.00093818706],"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":[0.00016103865,0.000097375305,0.009421114,0.000340095,0.00003676541,0.0005061168,0.09095132,0.018197123,0.004122289,0.74601394,0.007663794,0.12248905],"study_design_scores_gemma":[0.000066946,0.00017339052,0.005648499,0.0004202174,0.0000521859,0.0006268723,0.10150953,0.037748154,0.0026840644,0.54741085,0.30356774,0.00009156447],"about_ca_topic_score_codex":0.004347151,"about_ca_topic_score_gemma":0.007825964,"teacher_disagreement_score":0.008139355,"about_ca_system_score_codex":0.0013740899,"about_ca_system_score_gemma":0.0011306787,"threshold_uncertainty_score":0.027228832},"labels":[],"label_agreement":null},{"id":"W4251714874","doi":"10.22215/etd/2010-08962","title":"Script, culture, architecture : a dialogue","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Architecture; Art; Humanities; Computer science; Visual arts","score_opus":0.00505485815152063,"score_gpt":0.2043499292905512,"score_spread":0.19929507113903058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251714874","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":[0.040034916,0.032031856,0.080448,0.36366057,0.0049511357,0.000075533964,0.00029933965,0.00040280324,0.47809586],"genre_scores_gemma":[0.8716825,0.013246304,0.019084094,0.013698151,0.0019988671,0.00015947419,0.00014626248,0.00077269727,0.07921159],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.994511,0.0045431615,0.000103091166,0.00029612164,0.0003894551,0.00015709933],"domain_scores_gemma":[0.99306023,0.005148377,0.00020043938,0.0004886966,0.00035372126,0.00074861053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006381511,0.0006832656,0.0005123031,0.001175059,0.0056702066,0.016703928,0.0009792686,0.0041381083,0.008963461],"category_scores_gemma":[0.008908609,0.0004416792,0.0002689463,0.0015751955,0.033486083,0.018251508,0.0049644657,0.005943193,0.0010603262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022643895,0.000017492308,0.000210561,0.00007609849,0.000007981814,0.00018024637,0.12669246,0.00026394855,0.0004332103,0.83088076,0.027563397,0.01365103],"study_design_scores_gemma":[0.000013362737,0.000021993643,0.0005213859,0.0002554393,0.0000054442025,0.00034216096,0.06606732,0.0005909669,0.0002989132,0.23213847,0.699725,0.00001956614],"about_ca_topic_score_codex":0.0048546037,"about_ca_topic_score_gemma":0.0047800764,"teacher_disagreement_score":0.016703928,"about_ca_system_score_codex":0.004631239,"about_ca_system_score_gemma":0.0044696424,"threshold_uncertainty_score":0.033749044},"labels":[],"label_agreement":null},{"id":"W4251770490","doi":"10.32920/ryerson.14650089","title":"Sociogenetic Architecture: Fostering Connection in Urban Dwelling","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Amenity; Recreation; Respite care; Urban sprawl; Architecture; Geography; Sense of place; Environmental planning; Sociology; Business; Economic geography; Political science; Urban planning; Engineering; Civil engineering","score_opus":0.0195317971128174,"score_gpt":0.21969842943783002,"score_spread":0.2001666323250126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251770490","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":[0.87185156,0.00027156912,0.025745688,0.0019835364,0.000052422925,0.00006266512,0.00001709758,0.00011669354,0.09989889],"genre_scores_gemma":[0.9906489,0.000083008556,0.005846955,0.00005127135,0.0000042461625,0.000022318514,0.000009787343,0.000020772255,0.003312707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99925774,0.00049151276,0.000014036978,0.00008091956,0.00007673756,0.00007902065],"domain_scores_gemma":[0.99947697,0.00013825663,0.0000585162,0.00010106586,0.000053310257,0.00017192651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079377444,0.00026210584,0.0001188691,0.00059471343,0.002897387,0.0027000795,0.0005152863,0.00049092964,0.0036485652],"category_scores_gemma":[0.0017758692,0.00022124355,0.00018682033,0.000441356,0.005468001,0.0019250015,0.005019185,0.0006024954,0.00033648784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121578174,0.00046411916,0.057427224,0.0002585899,0.00005007167,0.001378277,0.20081249,0.006064593,0.010658239,0.58031344,0.0052726613,0.13717876],"study_design_scores_gemma":[0.00007796018,0.0009933517,0.07046948,0.0003456763,0.00012497097,0.0018109863,0.23399273,0.01811742,0.0038779185,0.3455872,0.32451808,0.00008425833],"about_ca_topic_score_codex":0.0022931723,"about_ca_topic_score_gemma":0.008806484,"teacher_disagreement_score":0.0036485652,"about_ca_system_score_codex":0.001031367,"about_ca_system_score_gemma":0.0010652742,"threshold_uncertainty_score":0.01220572},"labels":[],"label_agreement":null},{"id":"W4251781331","doi":"10.1007/978-3-642-11274-4_3174","title":"Terraforming","year":2011,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Architecture and Computational Design","field":"Engineering","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":"Université du Québec à Montréal","funders":"","keywords":"Business","score_opus":0.008627096673300567,"score_gpt":0.17563160787754675,"score_spread":0.1670045112042462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251781331","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":[0.00061219133,0.0015717292,0.021159256,0.0005424814,0.00050989166,0.000052996864,0.0013971226,0.005906725,0.96824753],"genre_scores_gemma":[0.0027563001,0.0011510516,0.008302334,0.00020942357,0.00006657006,0.000042226264,0.002044375,0.0018850538,0.9835427],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996916,0.000024799661,0.000014351464,0.000056912537,0.0001784876,0.000033839402],"domain_scores_gemma":[0.99970156,0.00005167138,0.000010013391,0.00009133332,0.00010996327,0.000035367313],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034224615,0.00094409456,0.00048874033,0.0016251781,0.0011469999,0.0028684908,0.0012789872,0.00075585966,0.39701307],"category_scores_gemma":[0.0010660833,0.00039843502,0.0004372727,0.0018926213,0.0005164603,0.002911389,0.001720783,0.0012037886,0.23219368],"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":[0.000016331389,0.000016669894,0.000084257044,0.00011177095,0.0000025065497,0.000055098943,0.00019031463,0.00025573015,0.00094333955,0.045155693,0.5204013,0.43276688],"study_design_scores_gemma":[0.0000012874627,0.0000037434247,0.00007220566,0.000037930185,0.0000011539574,0.00007638659,0.000027978102,0.000107184766,0.00026083592,0.004355142,0.9950518,0.000004237073],"about_ca_topic_score_codex":0.0039546033,"about_ca_topic_score_gemma":0.010671075,"teacher_disagreement_score":0.39701307,"about_ca_system_score_codex":0.0006590721,"about_ca_system_score_gemma":0.0010385158,"threshold_uncertainty_score":0.8600877},"labels":[],"label_agreement":null},{"id":"W4252532729","doi":"10.22215/etd/2016-11393","title":"Obverse Ecologies: Coexisting with Nature in the Anthropocene","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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; Ecotone; Anthropocene; Space (punctuation); Boundary (topology); Product (mathematics); Geography; Environmental ethics; Ecology; Epistemology; Computer science; Archaeology; Biology; Philosophy; Mathematics; Habitat","score_opus":0.004782302102249613,"score_gpt":0.230456194083528,"score_spread":0.22567389198127838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252532729","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":[0.2779497,0.009439199,0.056505382,0.0330211,0.0003881324,0.000045175624,0.00009252947,0.000103891995,0.6224548],"genre_scores_gemma":[0.9537218,0.0039226096,0.009302793,0.000576051,0.00006322295,0.000033724496,0.00004195849,0.00007930849,0.032258496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99956375,0.00022505908,0.0000090970125,0.000066541616,0.00006652891,0.00006908729],"domain_scores_gemma":[0.9996176,0.00016089056,0.000044748733,0.000053570508,0.00003233888,0.000090795125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075156166,0.00022880253,0.00015161306,0.00057562336,0.0035347189,0.005201558,0.00040414985,0.0008900067,0.005887208],"category_scores_gemma":[0.0011850281,0.00022457434,0.00018503192,0.0008502245,0.020249207,0.0053473045,0.0043503656,0.0015485288,0.00033776942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000109276725,0.0000056422227,0.0014782582,0.00003336853,0.0000034238917,0.00011246425,0.018027378,0.0005545089,0.00017611429,0.9660213,0.0015734282,0.012003149],"study_design_scores_gemma":[0.000009249741,0.000022224129,0.005753001,0.00024333199,0.000011535402,0.0003386727,0.03266049,0.0015446368,0.00044720597,0.67333597,0.28561205,0.000021704589],"about_ca_topic_score_codex":0.0142347915,"about_ca_topic_score_gemma":0.06375002,"teacher_disagreement_score":0.0142347915,"about_ca_system_score_codex":0.004330217,"about_ca_system_score_gemma":0.0028112598,"threshold_uncertainty_score":0.031418085},"labels":[],"label_agreement":null},{"id":"W4252695775","doi":"10.32920/ryerson.14661066.v1","title":"Make Art, not Sprawl: Using Form-Based Codes to Create Complete, Compact, and Livable Suburban Communities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Urban sprawl; Zoning; Smart growth; Neighbourhood (mathematics); Urbanization; Context (archaeology); Environmental planning; Urban planning; Popularity; Geography; Sustainable development; Growth management; Business; Transport engineering; Economic growth; Political science; Land use; Civil engineering; Engineering; Economics","score_opus":0.05236579148092886,"score_gpt":0.25078151497538953,"score_spread":0.19841572349446068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252695775","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":[0.07038013,0.00030172037,0.87379414,0.0011040941,0.00013110123,0.00027475867,0.00023867897,0.0013869497,0.052388467],"genre_scores_gemma":[0.3599932,0.00032533327,0.62521094,0.00011900452,0.000013213206,0.00028847627,0.00028791736,0.0004777301,0.013284198],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989299,0.00043667087,0.000046227036,0.0001031172,0.00040477802,0.000079280006],"domain_scores_gemma":[0.9984598,0.0004304022,0.00010390162,0.0004889759,0.00036938975,0.0001475152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012717273,0.0005230842,0.00031794497,0.0010278211,0.0010732225,0.0032317226,0.00091791846,0.00052167434,0.0047344565],"category_scores_gemma":[0.0052715233,0.00029368515,0.00047587635,0.0012031462,0.0029015958,0.002062604,0.0029892568,0.00078095635,0.0010842124],"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":[0.00013290142,0.00008638326,0.0069789984,0.00024128811,0.000038060338,0.00023902986,0.006578559,0.13788663,0.006537057,0.40276235,0.015567335,0.42295146],"study_design_scores_gemma":[0.000083772014,0.00017046795,0.004099765,0.0002420256,0.0000401045,0.00032807013,0.0048129857,0.49218678,0.008665081,0.2406124,0.24863523,0.00012333502],"about_ca_topic_score_codex":0.029891139,"about_ca_topic_score_gemma":0.06537294,"teacher_disagreement_score":0.029891139,"about_ca_system_score_codex":0.0018458774,"about_ca_system_score_gemma":0.0024507514,"threshold_uncertainty_score":0.059434295},"labels":[],"label_agreement":null},{"id":"W4252916584","doi":"10.22215/etd/2021-14586","title":"Fugitive Architecture: Obsolescence, Aspiration, and Adaptation in Vancouver's Urbanizing Industrial Areas","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Obsolescence; Architecture; Architectural engineering; Gentrification; Built environment; Politics; Adaptability; Urban design; Urban planning; Sociology; Environmental planning; Engineering; Civil engineering; Economic geography; Geography; Political science; Business; Archaeology; Marketing; Management; Economics; Law","score_opus":0.0172245766155593,"score_gpt":0.19932438206765005,"score_spread":0.18209980545209076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252916584","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":[0.9516072,0.00051005726,0.00056183734,0.0009255881,0.000010422409,0.000021951595,0.000016753507,0.000010989094,0.04633515],"genre_scores_gemma":[0.9930241,0.00032528563,0.00034765838,0.000051917697,0.0000014826848,0.000007476886,0.000013457983,0.0000068717445,0.0062215794],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990362,0.0003494137,0.000020459347,0.00010199349,0.00024484147,0.00024703986],"domain_scores_gemma":[0.99916303,0.00020513675,0.00008035454,0.000063891915,0.00022445688,0.00026309653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010354818,0.00023457914,0.00022552855,0.00097203307,0.011211707,0.0065748645,0.00076129567,0.0006011626,0.0018140648],"category_scores_gemma":[0.0018838457,0.00023845915,0.000113066926,0.0016386658,0.00953193,0.0009285697,0.003476689,0.0013465778,0.00016594777],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109274726,0.00015404198,0.10083894,0.00013203907,0.000019918976,0.0017808423,0.68771654,0.0016138649,0.0013620923,0.06443494,0.004704164,0.1371335],"study_design_scores_gemma":[0.00001157539,0.00010126084,0.17584424,0.00020766858,0.000017037406,0.0005302179,0.69996613,0.0012644064,0.0005183581,0.012549335,0.10893513,0.000054687425],"about_ca_topic_score_codex":0.60609543,"about_ca_topic_score_gemma":0.8962257,"teacher_disagreement_score":0.39390457,"about_ca_system_score_codex":0.01920935,"about_ca_system_score_gemma":0.009575267,"threshold_uncertainty_score":0.7924487},"labels":[],"label_agreement":null},{"id":"W4252951686","doi":"10.32920/ryerson.14647413","title":"Moody architecture: emotionally intelligent prostheses","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Cybernetics; Doctrine; Phenomenology (philosophy); Normative; Cognitive science; Cognitive architecture; Computer science; Cognition; Psychology; Human–computer interaction; Artificial intelligence; Epistemology; Philosophy","score_opus":0.01376782497571472,"score_gpt":0.21472305605618233,"score_spread":0.20095523108046762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252951686","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":[0.15013832,0.002989218,0.5096449,0.006033361,0.0006075181,0.00012099396,0.00012342459,0.0007230107,0.3296192],"genre_scores_gemma":[0.8607053,0.0014899767,0.079195224,0.0005378402,0.00012369888,0.00014661376,0.00008913418,0.00010651426,0.057605613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998617,0.00004072399,0.0000071412423,0.000033795324,0.000035446188,0.000021213295],"domain_scores_gemma":[0.999915,0.000023040957,0.000009467793,0.000021804797,0.00001623151,0.00001447961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023701956,0.0003401933,0.00015202955,0.00017897472,0.00057073496,0.0023131894,0.00042736248,0.000841367,0.0065923976],"category_scores_gemma":[0.000679118,0.00026161948,0.00029552908,0.00011466529,0.0021609038,0.0016910962,0.0017122241,0.00083132816,0.0011610311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004486248,0.000028356246,0.00035115983,0.00007100777,0.00001168315,0.00020314571,0.0013268688,0.0079035,0.009220323,0.9442453,0.0029987707,0.033595018],"study_design_scores_gemma":[0.000048694306,0.0001092144,0.0010431488,0.00007958256,0.000026377482,0.0004991116,0.00058546936,0.042802352,0.0038456523,0.86902845,0.08190465,0.000027282204],"about_ca_topic_score_codex":0.00046301848,"about_ca_topic_score_gemma":0.00053106557,"teacher_disagreement_score":0.0065923976,"about_ca_system_score_codex":0.00041334704,"about_ca_system_score_gemma":0.00030339367,"threshold_uncertainty_score":0.022053778},"labels":[],"label_agreement":null},{"id":"W4253097307","doi":"10.32920/ryerson.14647098.v1","title":"Energanic prototypes in the [post]-digital terrain","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Workspace; Energy (signal processing); Process (computing); Work (physics); Computer science; Terrain; Architectural engineering; Human–computer interaction; Sociology; Knowledge management; Data science; Epistemology; Political science; Engineering; Artificial intelligence; Geography; Mechanical engineering; Visual arts; Mathematics; Cartography; Art","score_opus":0.0068861651364091675,"score_gpt":0.19720312919980879,"score_spread":0.19031696406339962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253097307","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":[0.2265034,0.0003502087,0.07091262,0.0027145224,0.0003460613,0.00009880219,0.0001580685,0.00039921963,0.6985171],"genre_scores_gemma":[0.8902799,0.0002819894,0.03350944,0.00022818868,0.000019053197,0.00008219501,0.00015198888,0.00020015713,0.07524699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99936074,0.00025862647,0.00001990606,0.00010114609,0.00018833176,0.000071204944],"domain_scores_gemma":[0.9994795,0.00018097696,0.000025642668,0.00018247172,0.00007696239,0.000054483135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007984511,0.00026231483,0.0001990227,0.00055607455,0.0019753398,0.00485132,0.0008355659,0.0010209428,0.023316128],"category_scores_gemma":[0.0020148389,0.0002108716,0.00025422208,0.0006079082,0.005250036,0.0037853173,0.0028300674,0.0010084972,0.002124925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008659057,0.00003859062,0.00054630433,0.0000552047,0.0000048454262,0.00045027144,0.010138546,0.0020603805,0.0034645365,0.9584485,0.0023685396,0.022337573],"study_design_scores_gemma":[0.00006564557,0.00027180545,0.00231783,0.00018231421,0.000018058972,0.0009474302,0.02252799,0.008086554,0.00720268,0.36064753,0.59766823,0.00006393108],"about_ca_topic_score_codex":0.001169732,"about_ca_topic_score_gemma":0.003313243,"teacher_disagreement_score":0.023316128,"about_ca_system_score_codex":0.0012185043,"about_ca_system_score_gemma":0.00063496095,"threshold_uncertainty_score":0.07800019},"labels":[],"label_agreement":null},{"id":"W4253233483","doi":"10.32920/ryerson.14645268","title":"Rethinking Engagement: Transforming Space into Place via Sensing Technology","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Space (punctuation); Architecture; Perception; Sense of place; Human–computer interaction; Public space; Aesthetics; Computer science; Phenomenon; Multimedia; Sociology; Architectural engineering; Engineering; Epistemology; Visual arts; Art; Social science","score_opus":0.012375364269776411,"score_gpt":0.22010615544620005,"score_spread":0.20773079117642362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253233483","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":[0.14433761,0.0032375213,0.452443,0.010867652,0.0006478968,0.00014447139,0.00008528333,0.00052157446,0.38771498],"genre_scores_gemma":[0.9168945,0.0015989098,0.05705405,0.0005351797,0.000075690514,0.00013799254,0.000046611603,0.00013937491,0.023517845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977943,0.0012397745,0.000055339773,0.0002726466,0.0004203623,0.00021759435],"domain_scores_gemma":[0.9987594,0.0007005092,0.00007988298,0.00025542206,0.00009611946,0.00010876638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017678863,0.0006027455,0.00033316316,0.00063822814,0.001980943,0.0087112775,0.0009967482,0.0017854016,0.0069699218],"category_scores_gemma":[0.0031223213,0.00037220013,0.0006949161,0.0007293647,0.013433153,0.009798531,0.008597333,0.0020224229,0.0011231231],"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":[0.000059781327,0.000050963143,0.0010262104,0.00022503844,0.00002072721,0.00040838364,0.054871466,0.0029986445,0.007124134,0.8816912,0.0024329766,0.049090445],"study_design_scores_gemma":[0.000053969365,0.00020326076,0.0014086674,0.00041090007,0.000049145332,0.00087953056,0.038726408,0.014593793,0.012112196,0.6029993,0.32846886,0.00009388963],"about_ca_topic_score_codex":0.0011418799,"about_ca_topic_score_gemma":0.0012513263,"teacher_disagreement_score":0.0087112775,"about_ca_system_score_codex":0.0013711773,"about_ca_system_score_gemma":0.0011768327,"threshold_uncertainty_score":0.023316741},"labels":[],"label_agreement":null},{"id":"W4253383721","doi":"10.32920/ryerson.14647458.v1","title":"Redressing the Ocularcentric Culture of architectural design: A Phenomenological and Participatory Approach in VR","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Experiential learning; Virtual reality; Perception; Representation (politics); Computer science; Architecture; Context (archaeology); Human–computer interaction; Experience design; Psychology; Multimedia; Aesthetics; User experience design; Visual arts; Mathematics education; Art","score_opus":0.05482355666515711,"score_gpt":0.24511163892010163,"score_spread":0.1902880822549445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253383721","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":[0.6360892,0.003321463,0.19012576,0.013280886,0.00039568092,0.00049249036,0.00010247133,0.000108188775,0.15608387],"genre_scores_gemma":[0.9815715,0.00069513975,0.011295124,0.0003635146,0.00003790153,0.00013323754,0.0000143369025,0.000044553624,0.005844627],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98528767,0.012601971,0.000151467,0.0005828664,0.00092478417,0.00045126336],"domain_scores_gemma":[0.9918143,0.0065655583,0.00033914787,0.00071666733,0.00037149695,0.0001928323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01366344,0.0005499583,0.00041575826,0.0016557691,0.006190816,0.009285412,0.0014792968,0.0017889072,0.0017516863],"category_scores_gemma":[0.011806298,0.0004934387,0.00042598567,0.0012715457,0.042802334,0.007964379,0.0063973772,0.0026187007,0.00022916953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003544142,0.000045883502,0.000751951,0.00011312196,0.000010967602,0.00032722813,0.79794335,0.0005146767,0.0016874416,0.18632385,0.0006151974,0.011630807],"study_design_scores_gemma":[0.000043802043,0.00018896884,0.0017605897,0.0006048877,0.000025685804,0.0011625019,0.741299,0.002106737,0.0022568204,0.12507081,0.12539558,0.00008461523],"about_ca_topic_score_codex":0.0031966812,"about_ca_topic_score_gemma":0.0048568184,"teacher_disagreement_score":0.01366344,"about_ca_system_score_codex":0.0035537397,"about_ca_system_score_gemma":0.0030530482,"threshold_uncertainty_score":0.07226002},"labels":[],"label_agreement":null},{"id":"W4253672242","doi":"10.1503/cmaj.081119","title":"Virtually better","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bedroom; Apartment; Computer science; Architectural engineering; Archaeology; History; Engineering; Civil engineering","score_opus":0.0042742183799398745,"score_gpt":0.168804333343197,"score_spread":0.16453011496325712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253672242","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":[0.0016089561,0.0029382182,0.003223103,0.053380232,0.01638754,0.000058275727,0.0022583208,0.002572186,0.91757315],"genre_scores_gemma":[0.0056320205,0.0011049808,0.0010275306,0.013998573,0.0010820803,0.00002697674,0.000982856,0.0006207645,0.97552425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895525,0.000116249845,0.000028801582,0.00019653761,0.0004743032,0.00022877782],"domain_scores_gemma":[0.9978048,0.00008894536,0.00006031634,0.0002315083,0.00056351104,0.0012509708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011387684,0.00096767023,0.00060319377,0.00094036805,0.0029276991,0.007764184,0.0011480608,0.002658474,0.7532193],"category_scores_gemma":[0.004787489,0.00035209642,0.00071212935,0.0007080569,0.0011439949,0.0059672766,0.004063334,0.0030875162,0.52985036],"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":[0.000028864086,0.000028681909,0.000117389085,0.0000217247,0.0000035329367,0.000026617252,0.00005577499,0.000031238756,0.00013687837,0.006263914,0.95571655,0.037568845],"study_design_scores_gemma":[0.000006828428,0.000012836264,0.00019751073,0.000028748756,0.0000018977111,0.000054913533,0.0001007394,0.000019438417,0.00005043678,0.0015502418,0.9979697,0.000006785965],"about_ca_topic_score_codex":0.0073710815,"about_ca_topic_score_gemma":0.017732186,"teacher_disagreement_score":0.7532193,"about_ca_system_score_codex":0.0014572927,"about_ca_system_score_gemma":0.0018018942,"threshold_uncertainty_score":0.35200268},"labels":[],"label_agreement":null},{"id":"W4253830705","doi":"10.32920/ryerson.14663982","title":"Parametric Solar Architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Systems engineering; Photovoltaic system; Computer science; Workflow; Architecture; Architectural engineering; Context (archaeology); Engineering","score_opus":0.00964058633619807,"score_gpt":0.20110566344923986,"score_spread":0.19146507711304178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253830705","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":[0.021966223,0.00041186681,0.8336687,0.00030038742,0.00013030756,0.00012262048,0.0002808779,0.0011116004,0.1420075],"genre_scores_gemma":[0.7180726,0.0009989239,0.22740614,0.00014211857,0.00008466167,0.00036268277,0.00057966483,0.0005226859,0.051830493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999376,0.00014332459,0.000021324742,0.00010703072,0.0002959751,0.000056400208],"domain_scores_gemma":[0.9995795,0.00010475761,0.000031704414,0.00014503958,0.00011976296,0.000019223702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005604524,0.00071910734,0.00037929992,0.0008901478,0.00071613275,0.0032121881,0.0010192669,0.0007958467,0.0124744],"category_scores_gemma":[0.001546745,0.0004115645,0.0009202241,0.0007816264,0.00097003055,0.0016648917,0.0021984922,0.0007934663,0.002374406],"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":[0.000052347692,0.00006137863,0.0018174169,0.00023905333,0.000047204965,0.00019937608,0.0005184041,0.39723694,0.014572674,0.4115497,0.0056319716,0.1680737],"study_design_scores_gemma":[0.000023658438,0.0001378512,0.0018094183,0.00006683235,0.000036445894,0.0006869042,0.00033488375,0.5972748,0.008720706,0.22216868,0.16866508,0.00007478967],"about_ca_topic_score_codex":0.0009862314,"about_ca_topic_score_gemma":0.0013391847,"teacher_disagreement_score":0.0124744,"about_ca_system_score_codex":0.0007665966,"about_ca_system_score_gemma":0.00069393206,"threshold_uncertainty_score":0.041731},"labels":[],"label_agreement":null},{"id":"W4254137621","doi":"10.22215/etd/2012-07000","title":"Selfish architecture: darwinizing flight-risk buildings. A test of the viability of Rockcliffe Airport","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University; Library and Archives Canada","funders":"","keywords":"Architecture; Test (biology); Engineering; Architectural engineering; Geography; Archaeology; Geology","score_opus":0.004412560031813797,"score_gpt":0.193573708779175,"score_spread":0.18916114874736123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254137621","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":[0.86367637,0.0002101911,0.05013354,0.0015959592,0.000052361334,0.000025045447,0.000025207215,0.00006703724,0.084214196],"genre_scores_gemma":[0.9818559,0.0000976762,0.011270417,0.00006551126,0.000005617217,0.000009318031,0.000014403984,0.000026925767,0.0066541736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997836,0.00010495441,0.0000033062538,0.0000257909,0.00005510376,0.000027295828],"domain_scores_gemma":[0.9992725,0.00028590573,0.00006266672,0.00016560784,0.000105881016,0.000107468426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060053635,0.0001885429,0.00012287583,0.00014468057,0.00060062454,0.001006459,0.00036823825,0.00044799686,0.0022879709],"category_scores_gemma":[0.0018023399,0.000096129355,0.00019492034,0.00011894235,0.0012870836,0.00081772276,0.0010873631,0.000599353,0.00020128397],"study_design_candidate":"simulation_or_modeling","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":[0.00029454523,0.00014550133,0.009869823,0.00008460156,0.000054712233,0.0003766431,0.00269788,0.1850149,0.015012761,0.65565467,0.0056931395,0.12510073],"study_design_scores_gemma":[0.0001344774,0.00073430705,0.02078685,0.0000842803,0.000057175082,0.000701454,0.004501835,0.49411175,0.01268727,0.395809,0.07030268,0.00008892449],"about_ca_topic_score_codex":0.0026500858,"about_ca_topic_score_gemma":0.006119642,"teacher_disagreement_score":0.9973499,"about_ca_system_score_codex":0.0007321946,"about_ca_system_score_gemma":0.00048674163,"threshold_uncertainty_score":0.007654071},"labels":[],"label_agreement":null},{"id":"W4256127091","doi":"10.32920/ryerson.14653497","title":"Breathe: Re-Defining the Urban Breathing Apparatus","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Seal (emblem); Breathing; Architecture; Breathing gas; Environmental science; Mechanical engineering; Engineering; Construction engineering; Civil engineering; Computer science; Visual arts; Medicine; Art","score_opus":0.010751049643520673,"score_gpt":0.21654360717695342,"score_spread":0.20579255753343276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256127091","genre_codex":"methods","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":[0.048793502,0.008285935,0.7333355,0.032761633,0.0027624762,0.000080613056,0.0003842337,0.0009567543,0.17263934],"genre_scores_gemma":[0.6229336,0.0062631583,0.30282655,0.0035752691,0.0007716143,0.00025880028,0.0006236275,0.0013452868,0.061402008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899095,0.0005494711,0.000032563115,0.00015771012,0.00018143222,0.000087909255],"domain_scores_gemma":[0.99930584,0.000169306,0.000043875556,0.0002623143,0.00012075534,0.00009784756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013574623,0.0006734244,0.00040463748,0.0007046665,0.0014418666,0.0055553834,0.0012862099,0.001965564,0.006079735],"category_scores_gemma":[0.0027140055,0.0003650079,0.00061803975,0.00054262596,0.010263254,0.0075338166,0.0043899785,0.0028369734,0.0017498353],"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":[0.000019981635,0.000007166711,0.00032173493,0.000058608828,0.000006401417,0.000049565417,0.00115683,0.0072691957,0.00045639006,0.974519,0.003316337,0.012818706],"study_design_scores_gemma":[0.000010472508,0.000022202037,0.00035537867,0.0001001542,0.000009271016,0.00008892281,0.0014319594,0.012394497,0.00063033623,0.7177618,0.267164,0.00003105341],"about_ca_topic_score_codex":0.003874776,"about_ca_topic_score_gemma":0.006070599,"teacher_disagreement_score":0.006079735,"about_ca_system_score_codex":0.001802456,"about_ca_system_score_gemma":0.0014464601,"threshold_uncertainty_score":0.020338714},"labels":[],"label_agreement":null},{"id":"W4256301699","doi":"10.32920/ryerson.14644980.v1","title":"Indices Of Force","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Materiality (auditing); Architectural engineering; Order (exchange); Production (economics); Set (abstract data type); Element (criminal law); Computer science; Quality (philosophy); Complex system; Engineering; Business; Economics; Epistemology; Political science; Aesthetics; Microeconomics","score_opus":0.00825268615915547,"score_gpt":0.20108439201051514,"score_spread":0.19283170585135967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256301699","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":[0.096792385,0.012726733,0.2458674,0.0046246657,0.004434611,0.00044791127,0.008965952,0.0010225625,0.6251179],"genre_scores_gemma":[0.8247463,0.005696273,0.05649187,0.0008253138,0.0017979958,0.00084598706,0.0041805073,0.0003888674,0.105026826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99816775,0.00030637922,0.00014567211,0.00046458785,0.0007493729,0.00016625714],"domain_scores_gemma":[0.99729913,0.0008045416,0.00045568342,0.00049918046,0.00074237713,0.00019913449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012906933,0.0011272115,0.00092601334,0.0060417606,0.0015430122,0.0041626613,0.00096663355,0.001204766,0.04229279],"category_scores_gemma":[0.008801885,0.00023665442,0.0006916035,0.0040502907,0.0028721634,0.0042632986,0.0020179583,0.0014009986,0.007808881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000891976,0.00005625815,0.006158016,0.0002420608,0.00007990804,0.000082422266,0.0006251204,0.0032530997,0.0020031142,0.8460684,0.017106466,0.12423596],"study_design_scores_gemma":[0.000037306,0.00022455052,0.021081585,0.0002868388,0.0000567377,0.00078192883,0.0015812119,0.012301567,0.0018730416,0.69615483,0.26547527,0.00014515144],"about_ca_topic_score_codex":0.0012406872,"about_ca_topic_score_gemma":0.00096293614,"teacher_disagreement_score":0.04229279,"about_ca_system_score_codex":0.0012479181,"about_ca_system_score_gemma":0.0007575932,"threshold_uncertainty_score":0.14148355},"labels":[],"label_agreement":null},{"id":"W4256425259","doi":"10.22215/etd/2016-11350","title":"Parametric Urbanism","year":2016,"lang":"es","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Urbanization; Multitude; Urbanism; Population; Geography; Economic geography; Parametric statistics; Urban design; Environmental planning; Regional science; Urban planning; Economic growth; Political science; Civil engineering; Economics; Engineering; Sociology; Demography; Mathematics; Architecture; Archaeology; Statistics","score_opus":0.00660894632261417,"score_gpt":0.21871078532296628,"score_spread":0.21210183900035212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256425259","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":[0.06669814,0.0009785184,0.6934665,0.0011835803,0.0002631977,0.00014443572,0.00024244458,0.00027101178,0.23675217],"genre_scores_gemma":[0.89726734,0.00082382787,0.068883374,0.00018653309,0.00011037701,0.00022187295,0.00015560177,0.00016439712,0.032186683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994574,0.00020190881,0.000015367861,0.00009680893,0.00015994113,0.00006862759],"domain_scores_gemma":[0.9996227,0.00013367807,0.0000442618,0.00009690309,0.00006659493,0.000035869743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004979553,0.0005375596,0.00038619648,0.00051033305,0.00086293084,0.0021987788,0.00070241734,0.0005495549,0.008351891],"category_scores_gemma":[0.0016516045,0.00033052056,0.0007476093,0.00031670762,0.0022912824,0.001273756,0.003066344,0.00095875113,0.0007843665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003855617,0.00002459304,0.0006806413,0.00008260494,0.000016505115,0.000076404445,0.00042484837,0.11842097,0.0020859425,0.84283215,0.0024854133,0.0328314],"study_design_scores_gemma":[0.000022811746,0.00013354875,0.0007699288,0.00008240508,0.000023255945,0.00026528328,0.00041783007,0.2467447,0.0021829903,0.6544524,0.09487175,0.000033122342],"about_ca_topic_score_codex":0.0010651874,"about_ca_topic_score_gemma":0.00139468,"teacher_disagreement_score":0.008351891,"about_ca_system_score_codex":0.0008508806,"about_ca_system_score_gemma":0.00062859856,"threshold_uncertainty_score":0.027939856},"labels":[],"label_agreement":null},{"id":"W4256535167","doi":"10.4067/s0717-69962017000200052","title":"Neonaturalismo","year":2017,"lang":"es","type":"article","venue":"ARQ","topic":"Architecture and Computational Design","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":"University of Toronto","funders":"","keywords":"Software deployment; Architecture; Naturalism; Affect (linguistics); Epistemology; Sociology; Computer science; Philosophy; Visual arts; Art; Communication; Software engineering","score_opus":0.010515724680553853,"score_gpt":0.2448480984799969,"score_spread":0.23433237379944305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256535167","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":[0.010291776,0.027653495,0.0054481276,0.092361145,0.011749649,0.00006745209,0.00040201368,0.00026533523,0.85176104],"genre_scores_gemma":[0.27973133,0.022378162,0.0045904615,0.037403684,0.005270492,0.00022922012,0.0005226495,0.0005165336,0.6493574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979107,0.0007743226,0.00009759148,0.00048558082,0.00038788436,0.00034392712],"domain_scores_gemma":[0.99899894,0.0002522741,0.000118128475,0.00013678597,0.00032471755,0.0001691735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019103858,0.0006778409,0.0005125368,0.0010609026,0.0054029888,0.005023833,0.0011104008,0.0032302774,0.04541113],"category_scores_gemma":[0.0051321047,0.0002743176,0.00041505575,0.0006468192,0.0068182433,0.0047546406,0.004791607,0.0048911767,0.01528653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004077507,0.00003902937,0.0009691947,0.0001479,0.000008370201,0.0012786223,0.009548714,0.000058523907,0.00024168329,0.78108835,0.1589621,0.047616765],"study_design_scores_gemma":[0.0000037537563,0.0000073308283,0.00023486509,0.00017430254,0.000002845347,0.00085120404,0.0015323433,0.000047782178,0.00010310699,0.02718032,0.96985596,0.000006162201],"about_ca_topic_score_codex":0.0054701017,"about_ca_topic_score_gemma":0.0062287934,"teacher_disagreement_score":0.04541113,"about_ca_system_score_codex":0.0052094297,"about_ca_system_score_gemma":0.0029002745,"threshold_uncertainty_score":0.15191537},"labels":[],"label_agreement":null},{"id":"W4256662284","doi":"10.32920/ryerson.14648073.v1","title":"Ruptures in Architecture: Toward an Alternative Post-Fordism","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Fordism; Illusion; Architecture; Perspective (graphical); Aesthetics; Function (biology); CITES; Sociology; Phenomenon; Architectural engineering; Engineering; Visual arts; Art; Economy; Epistemology; Psychology; Philosophy; Economics","score_opus":0.016058122664130654,"score_gpt":0.24281922221433305,"score_spread":0.2267610995502024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256662284","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":[0.15485084,0.01174813,0.12898825,0.06723788,0.0017120846,0.000095645424,0.00008634345,0.00022797618,0.6350529],"genre_scores_gemma":[0.97165763,0.0014725248,0.008038916,0.0010127221,0.00020593031,0.000059670394,0.000024171386,0.00009577343,0.017432626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953112,0.0026909239,0.00012775221,0.00066333346,0.0007517485,0.00045497768],"domain_scores_gemma":[0.99731976,0.0009581762,0.00027157957,0.0007583609,0.00044265855,0.00024956814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058868034,0.0006807208,0.00050454965,0.0017758058,0.0072962404,0.012326778,0.0021297673,0.0036624607,0.0050431527],"category_scores_gemma":[0.005423048,0.0005745635,0.000579596,0.0010404211,0.057845034,0.017569097,0.0094246855,0.0062426664,0.0007313309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058448454,0.0000049902155,0.0000795421,0.000008982037,0.0000010225004,0.000020637763,0.0052539334,0.00014008633,0.00003793126,0.9927568,0.0003529542,0.0013373329],"study_design_scores_gemma":[0.000015384625,0.000036775033,0.00023948107,0.00008819255,0.0000044564995,0.00012851572,0.00997221,0.0009107717,0.0003525822,0.8217269,0.16650675,0.000018023058],"about_ca_topic_score_codex":0.0032888206,"about_ca_topic_score_gemma":0.0035715573,"teacher_disagreement_score":0.012326778,"about_ca_system_score_codex":0.011738492,"about_ca_system_score_gemma":0.0040877475,"threshold_uncertainty_score":0.08516914},"labels":[],"label_agreement":null},{"id":"W4256743542","doi":"10.32920/ryerson.14646675","title":"Evolving Architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Function (biology); Computer science; Space (punctuation); Position (finance); Architectural engineering; Process management; Engineering; Business; Operating system; Geography","score_opus":0.007867886336699917,"score_gpt":0.198523414701657,"score_spread":0.19065552836495708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256743542","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":[0.04873305,0.0015910501,0.54788965,0.0035586532,0.00042195394,0.00014875126,0.0003349033,0.001103826,0.39621815],"genre_scores_gemma":[0.5481762,0.0036818075,0.30260104,0.00084529875,0.0001856167,0.00028995692,0.0012678079,0.00091320876,0.14203905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898034,0.0002928305,0.000042761298,0.00023396879,0.0003447308,0.000105320505],"domain_scores_gemma":[0.9991328,0.00013193885,0.00005152028,0.0003325418,0.00022999068,0.00012121299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010163587,0.0004536808,0.00023189968,0.000729561,0.0013885055,0.0040300405,0.0011613418,0.0011796824,0.012710627],"category_scores_gemma":[0.0026248803,0.00033371404,0.0005801622,0.00067737594,0.002616913,0.0041600843,0.003751785,0.0016944605,0.003074909],"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":[0.000010723971,0.000014576409,0.00063890463,0.000050569743,0.000012700768,0.000102181744,0.0009993105,0.0077275503,0.002449071,0.94053316,0.004276816,0.043184496],"study_design_scores_gemma":[0.000009351892,0.00003815639,0.00090053084,0.00008816954,0.00001985131,0.00041518564,0.0008340241,0.029593525,0.0018974526,0.59343916,0.37273738,0.000027154854],"about_ca_topic_score_codex":0.002289417,"about_ca_topic_score_gemma":0.0027919502,"teacher_disagreement_score":0.012710627,"about_ca_system_score_codex":0.0020153106,"about_ca_system_score_gemma":0.0016151451,"threshold_uncertainty_score":0.042521298},"labels":[],"label_agreement":null},{"id":"W4280527510","doi":"10.1556/2054.2022.00221","title":"Divergent threads woven into a new spacetime fabric","year":2022,"lang":"en","type":"article","venue":"Journal of Psychedelic Studies","topic":"Architecture and Computational Design","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":"Vernon Jubilee Hospital; University of Northern British Columbia","funders":"","keywords":"Spacetime; Computer science; Geometry; Physics; Mathematics","score_opus":0.03297977422404021,"score_gpt":0.2868958681716863,"score_spread":0.2539160939476461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280527510","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":[0.06428449,0.008934248,0.28212228,0.03817046,0.0017906553,0.00005364479,0.0002375648,0.00063983776,0.6037668],"genre_scores_gemma":[0.86270815,0.003909121,0.062251482,0.001987069,0.0006939541,0.00012353408,0.00015679564,0.0007363888,0.06743347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998425,0.0007256678,0.000055653603,0.00021411071,0.00044072655,0.00013883995],"domain_scores_gemma":[0.9974195,0.0012686617,0.00015024244,0.0006678923,0.00023793954,0.00025574994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022837948,0.00045347307,0.0005164367,0.0013223113,0.004059633,0.010390011,0.0009025189,0.0017697394,0.008507735],"category_scores_gemma":[0.005973443,0.00067980884,0.0004933136,0.0013434733,0.023490954,0.018540775,0.0070713614,0.004674624,0.0012399625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006619755,0.0000011928241,0.00004150998,0.000009759675,0.0000021019498,0.000026350044,0.002657817,0.00012283212,0.00009696445,0.9940631,0.00077536097,0.002196411],"study_design_scores_gemma":[0.000008760421,0.000008800213,0.00012307378,0.0000394703,0.0000041343355,0.00006827724,0.0018163585,0.0006401645,0.00010202709,0.9506653,0.046515133,0.000008516511],"about_ca_topic_score_codex":0.0011287761,"about_ca_topic_score_gemma":0.001985905,"teacher_disagreement_score":0.010390011,"about_ca_system_score_codex":0.0024105727,"about_ca_system_score_gemma":0.0016524721,"threshold_uncertainty_score":0.028461158},"labels":[],"label_agreement":null},{"id":"W4285006611","doi":"10.22215/etd/2022-15045","title":"Lo-Fi Music As Architecture: A Rhythmic Transformation at Bank and Heron, Ottawa","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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; Jazz; Architectural engineering; Heron; Situated; Visual arts; Engineering; Redevelopment; Geography; Art; Civil engineering; Computer science","score_opus":0.004592592198349343,"score_gpt":0.19765338746508077,"score_spread":0.19306079526673142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285006611","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":[0.63657206,0.0017379449,0.0024728058,0.0046090763,0.00026420527,0.00009494732,0.0005351256,0.00012270655,0.3535911],"genre_scores_gemma":[0.9019191,0.0011027451,0.00213108,0.00025808014,0.000013939483,0.000023690658,0.00013396033,0.000088097724,0.09432915],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994023,0.00012142261,0.000012449454,0.000106589716,0.00017957835,0.00017782826],"domain_scores_gemma":[0.9995766,0.00006175349,0.000018975818,0.000041083647,0.000105551146,0.0001960713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043443186,0.00044246894,0.00020768201,0.0007020222,0.014755749,0.0062121036,0.00084258814,0.00070749904,0.0076408316],"category_scores_gemma":[0.0009328377,0.00026478688,0.00020048891,0.0011413929,0.009785201,0.00092613726,0.0021904912,0.0013206758,0.0007073989],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046803115,0.000090507456,0.029351696,0.00037456545,0.000046574365,0.0025769458,0.66649145,0.0024552294,0.016541982,0.13382192,0.043896694,0.10388449],"study_design_scores_gemma":[0.00001644339,0.00009202172,0.05739481,0.00039036624,0.000042803054,0.00056711305,0.43211466,0.0008344564,0.0026753175,0.0036096147,0.502175,0.000087408545],"about_ca_topic_score_codex":0.8572357,"about_ca_topic_score_gemma":0.97957855,"teacher_disagreement_score":0.14276427,"about_ca_system_score_codex":0.03235739,"about_ca_system_score_gemma":0.02555421,"threshold_uncertainty_score":0.28721005},"labels":[],"label_agreement":null},{"id":"W4285012076","doi":"10.22215/etd/2022-15066","title":"Tending to Weeds: A Ruderal Approach to Architecture","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Ruderal species; Thriving; Geography; Ecology; Sustainability; Architecture; Environmental ethics; Environmental resource management; Sociology; Social science; Archaeology; Environmental science; Habitat; Biology","score_opus":0.006637460183683561,"score_gpt":0.22184550761197197,"score_spread":0.21520804742828842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285012076","genre_codex":"methods","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":[0.09054578,0.0011637011,0.73137635,0.007827079,0.00014574408,0.00008162912,0.000049446488,0.00031184306,0.16849843],"genre_scores_gemma":[0.7030656,0.0008755355,0.2638732,0.0004614799,0.000040266445,0.0001286596,0.00004070319,0.00012054989,0.031394053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994229,0.00030693214,0.000013555067,0.000120367855,0.000091580296,0.000044635435],"domain_scores_gemma":[0.99909115,0.00034881014,0.000081749764,0.00026997767,0.00010392776,0.000104423416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010621647,0.00027963077,0.00016781475,0.00058772945,0.0015145418,0.0033367677,0.0011310568,0.0006624767,0.0036289955],"category_scores_gemma":[0.0019000826,0.0002508374,0.00036296132,0.00036231172,0.011187464,0.0029078685,0.0025240963,0.0012802985,0.0004974989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013702357,0.000016755257,0.0010949568,0.000047436773,0.000010544657,0.00009532688,0.0044563594,0.013188116,0.0011836636,0.9501704,0.001472383,0.028250318],"study_design_scores_gemma":[0.000009862125,0.00005051582,0.0011218006,0.000094183575,0.000015774005,0.00026231882,0.0034091664,0.031493668,0.0011536768,0.82736015,0.13500534,0.000023493181],"about_ca_topic_score_codex":0.0020536752,"about_ca_topic_score_gemma":0.0054354896,"teacher_disagreement_score":0.0036289955,"about_ca_system_score_codex":0.0017036005,"about_ca_system_score_gemma":0.0012747936,"threshold_uncertainty_score":0.012360573},"labels":[],"label_agreement":null},{"id":"W4285013681","doi":"10.22215/etd/2022-15105","title":"Biomimicry in Architecture","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Biomimetics; Engineering; Architecture; Process (computing); Abstraction; Field (mathematics); Architectural engineering; Systems engineering; Computer science; Artificial intelligence; Geography","score_opus":0.0034714462267432912,"score_gpt":0.20348950888536038,"score_spread":0.2000180626586171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285013681","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":[0.023360765,0.016454678,0.3223163,0.011749995,0.0009155573,0.000111799796,0.00010404303,0.00035365438,0.6246332],"genre_scores_gemma":[0.6217448,0.01464856,0.13791206,0.001819687,0.00041584086,0.0003228888,0.00016811442,0.0004167051,0.22255123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994116,0.0002467641,0.000022351342,0.00011098816,0.0001422193,0.00006597559],"domain_scores_gemma":[0.9996594,0.00012310615,0.000028774757,0.00007611936,0.00007100723,0.000041667467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008047739,0.0005625005,0.00024181216,0.0006677362,0.0022488453,0.0032969164,0.00060912233,0.001191277,0.012855013],"category_scores_gemma":[0.0011022335,0.00030406084,0.00042814945,0.0006732232,0.008243085,0.0033383155,0.0024504112,0.0020567381,0.0016461672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036695583,0.000005946944,0.000081385035,0.000060184822,0.000002445656,0.000021894399,0.0008733922,0.003558273,0.00037096377,0.9801635,0.0024077639,0.0124506345],"study_design_scores_gemma":[0.000008664056,0.000026929334,0.00028787655,0.00014675272,0.000005786816,0.00010909023,0.0010351564,0.0046736784,0.000819248,0.6087865,0.3840859,0.000014489126],"about_ca_topic_score_codex":0.006419687,"about_ca_topic_score_gemma":0.008112571,"teacher_disagreement_score":0.012855013,"about_ca_system_score_codex":0.0034743226,"about_ca_system_score_gemma":0.0020402262,"threshold_uncertainty_score":0.043004334},"labels":[],"label_agreement":null},{"id":"W4285091417","doi":"10.3390/land11071055","title":"The Future of City Squares: Robotics in the Urban Design of Tomorrow","year":2022,"lang":"en","type":"article","venue":"Land","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Mechatronics; Architecture; Space (punctuation); Order (exchange); Public space; Robotics; Urban design; Computer science; Engineering management; Urban planning; Artificial intelligence; Knowledge management; Engineering; Architectural engineering; Human–computer interaction; Systems engineering; Management science; Robot; Business; Civil engineering; Geography","score_opus":0.009887687524833048,"score_gpt":0.19415821384424511,"score_spread":0.18427052631941207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285091417","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":[0.40959153,0.00330841,0.15751413,0.011941383,0.00026208593,0.00022092507,0.00016701326,0.0007478344,0.41624668],"genre_scores_gemma":[0.91225976,0.00063003687,0.05188031,0.0002075726,0.000012133141,0.000075504875,0.00003830085,0.00009874476,0.03479769],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996094,0.00022022874,0.0000064525743,0.00005718117,0.00005153095,0.00005527589],"domain_scores_gemma":[0.9998733,0.000027320935,0.000010847563,0.00002784319,0.000017553868,0.000043114713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046932153,0.00039623262,0.0001415854,0.0003353642,0.0029438676,0.0028384903,0.0005579128,0.00074024143,0.009439035],"category_scores_gemma":[0.0005127085,0.00018198707,0.00022571336,0.00052738766,0.0046039154,0.0017209337,0.0025123511,0.0005467057,0.0008062737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021538332,0.0000914504,0.009168767,0.00033248015,0.000031586933,0.0007629386,0.04522092,0.020149231,0.015896624,0.6851162,0.011506721,0.21150777],"study_design_scores_gemma":[0.000046110956,0.0002875541,0.013893911,0.00033114795,0.000044910175,0.000991185,0.06991621,0.02102978,0.0076675056,0.1541048,0.7315828,0.00010407103],"about_ca_topic_score_codex":0.03266694,"about_ca_topic_score_gemma":0.12318907,"teacher_disagreement_score":0.03266694,"about_ca_system_score_codex":0.003084865,"about_ca_system_score_gemma":0.0034569222,"threshold_uncertainty_score":0.064953625},"labels":[],"label_agreement":null},{"id":"W4285464815","doi":"10.32920/ryerson.14646810","title":"On Integrating Autonomous Architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Unification; Simplicity; Construct (python library); Isolation (microbiology); Computer science; Architectural engineering; Grid; Order (exchange); Data science; Engineering; Epistemology; Business; Mathematics; Geography; Programming language","score_opus":0.007870674756380718,"score_gpt":0.208151241166985,"score_spread":0.20028056641060427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285464815","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":[0.041337278,0.0041494938,0.42137703,0.024087884,0.0008289338,0.00011299628,0.00012147345,0.0005673506,0.5074176],"genre_scores_gemma":[0.7861007,0.003344794,0.132139,0.0023833623,0.00041747393,0.00027838233,0.00032207704,0.00051173515,0.07450235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99820316,0.00078794156,0.000057232606,0.000355414,0.0004137736,0.0001824726],"domain_scores_gemma":[0.998473,0.00042209332,0.00008060872,0.0005550757,0.00025103663,0.0002182413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178529,0.0006167558,0.0003716107,0.00071921764,0.0031442195,0.006603468,0.0011912289,0.0020390016,0.0104686115],"category_scores_gemma":[0.005445689,0.00041506288,0.00049971626,0.000687134,0.010910692,0.008935699,0.008212283,0.0022614992,0.0015602747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007414867,0.000008078854,0.00027837913,0.00002012395,0.000005388744,0.00003080111,0.0010599365,0.0018671552,0.00014837304,0.98339176,0.0020871516,0.0110954195],"study_design_scores_gemma":[0.0000075805565,0.000012185092,0.00019918743,0.000037847443,0.0000058579008,0.000041894386,0.00056217023,0.005014331,0.00017358051,0.90887314,0.085064545,0.0000077260165],"about_ca_topic_score_codex":0.0073273205,"about_ca_topic_score_gemma":0.008886188,"teacher_disagreement_score":0.0104686115,"about_ca_system_score_codex":0.0029316717,"about_ca_system_score_gemma":0.0027422572,"threshold_uncertainty_score":0.035020947},"labels":[],"label_agreement":null},{"id":"W4286419848","doi":"10.52842/conf.caadria.2020.2.453","title":"Sustainable Sonic Environments - The Robotic Fabrication of Mass Timber Acoustic Surfaces","year":2020,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia","topic":"Architecture and Computational Design","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":"University of Toronto","funders":"","keywords":"Constructive; Architecture; Architectural engineering; Computer science; Sound (geography); Fabrication; Acoustics; Engineering; Process (computing); Physics","score_opus":0.07251031601947143,"score_gpt":0.2865093550578749,"score_spread":0.21399903903840345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286419848","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":[0.4103149,0.000812068,0.50478053,0.00028966033,0.00018389958,0.00013050436,0.00012003504,0.0015644834,0.08180388],"genre_scores_gemma":[0.81952506,0.00027697452,0.1717224,0.000050528673,0.000012228219,0.000050112896,0.000064909495,0.000072109724,0.008225747],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979323,0.000030348478,0.0000044681433,0.000030376475,0.00011519197,0.000026398011],"domain_scores_gemma":[0.9998692,0.000042943997,0.000015900603,0.000044046985,0.000015411671,0.000012572008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023615248,0.0002597017,0.00015510907,0.00016800656,0.00034026452,0.0007059957,0.00041826605,0.00042952935,0.0026822914],"category_scores_gemma":[0.000330652,0.00021535663,0.00028288233,0.00011459358,0.00052675867,0.0005915781,0.00079769356,0.0003319093,0.0008523957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104956845,0.00012853352,0.0013639805,0.00030968853,0.000031606007,0.000773386,0.00078618864,0.19424562,0.6072456,0.042836532,0.002107222,0.15006657],"study_design_scores_gemma":[0.000051435156,0.0012015994,0.0044790385,0.00010542643,0.000032177202,0.0016832987,0.0011764742,0.4361085,0.42586967,0.035898387,0.09327987,0.00011404664],"about_ca_topic_score_codex":0.00021559722,"about_ca_topic_score_gemma":0.00070188474,"teacher_disagreement_score":0.0026822914,"about_ca_system_score_codex":0.00019592095,"about_ca_system_score_gemma":0.00026272982,"threshold_uncertainty_score":0.008973181},"labels":[],"label_agreement":null},{"id":"W4294578417","doi":"10.3233/shti220863","title":"Unidirectional Tactile Paving: Circulation for the Visually Impaired","year":2022,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Architecture and Computational Design","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":false,"ca_institutions":"McGill University","funders":"","keywords":"Limiting; Circulation (fluid dynamics); Visually impaired; Distancing; Computer science; Coronavirus disease 2019 (COVID-19); Social distance; Human–computer interaction; Communication; Engineering; Psychology; Mechanical engineering; Medicine; Aerospace engineering","score_opus":0.03636798520638376,"score_gpt":0.3183603505282125,"score_spread":0.2819923653218287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294578417","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":[0.6212071,0.000865763,0.32656667,0.0017291061,0.00026975654,0.00018443885,0.0001747873,0.001294295,0.047708016],"genre_scores_gemma":[0.95283115,0.00026253067,0.040131427,0.00011439544,0.000019845062,0.000079812315,0.000035774665,0.000029461751,0.006495717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997919,0.00008209754,0.000008151409,0.00003357632,0.00003752653,0.000046759746],"domain_scores_gemma":[0.99964416,0.000079275196,0.0000517755,0.00007091485,0.0000775512,0.00007638121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002867846,0.00039868674,0.00021620118,0.00039045513,0.0006851227,0.0009643248,0.00059899467,0.000698244,0.0049950015],"category_scores_gemma":[0.0010345357,0.00018286897,0.00024832715,0.00018182091,0.0010380746,0.0010412654,0.001384109,0.00030725467,0.00089121936],"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":[0.0025662223,0.0008875226,0.022776952,0.0013239064,0.000079526246,0.0019599088,0.0045244596,0.043739777,0.22650364,0.13957879,0.014056844,0.5420025],"study_design_scores_gemma":[0.00047336365,0.007948294,0.037420787,0.0011268421,0.00052626414,0.007706556,0.008957581,0.4282278,0.15311405,0.14126644,0.21270743,0.0005246383],"about_ca_topic_score_codex":0.0012458325,"about_ca_topic_score_gemma":0.0014557538,"teacher_disagreement_score":0.0049950015,"about_ca_system_score_codex":0.0003073021,"about_ca_system_score_gemma":0.00046228507,"threshold_uncertainty_score":0.016709924},"labels":[],"label_agreement":null},{"id":"W4295093336","doi":"10.52652/inaw.107","title":"Jej wysokość Dzianina","year":2022,"lang":"pl","type":"article","venue":"inAW Journal - Multidisciplinary Academic Magazine","topic":"Architecture and Computational Design","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":"Dow Chemical (Canada)","funders":"","keywords":"Physics; Theology; Philosophy","score_opus":0.0177249550368136,"score_gpt":0.26254743602939284,"score_spread":0.24482248099257925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295093336","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":[0.07387072,0.012618003,0.016496167,0.013441374,0.0009730873,0.00021606631,0.00097419135,0.00045816982,0.88095224],"genre_scores_gemma":[0.52452624,0.016351236,0.014546745,0.0030255034,0.00045182643,0.00027098175,0.00084477203,0.0005249348,0.43945774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805534,0.00027578376,0.00012426115,0.00047823842,0.0007711515,0.00029538557],"domain_scores_gemma":[0.99925095,0.00010775232,0.00010925989,0.000153234,0.00020830067,0.00017047633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009819673,0.0007606097,0.0006164067,0.0024544005,0.004792126,0.009580831,0.0011340582,0.0012818878,0.05313311],"category_scores_gemma":[0.0022003485,0.00054472004,0.00055086776,0.0027905179,0.0062178764,0.004645383,0.0072507164,0.0025473917,0.008711759],"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":[0.00026016321,0.00014854803,0.009290656,0.001655692,0.000088438544,0.0012267865,0.03699434,0.0005129623,0.00895118,0.667838,0.03845398,0.2345793],"study_design_scores_gemma":[0.000016669223,0.00004180093,0.009571445,0.00041083494,0.00004322604,0.00056314113,0.009486794,0.00013038851,0.0014268104,0.035269067,0.9430044,0.000035427674],"about_ca_topic_score_codex":0.017105429,"about_ca_topic_score_gemma":0.03226377,"teacher_disagreement_score":0.05313311,"about_ca_system_score_codex":0.0052019996,"about_ca_system_score_gemma":0.0057363682,"threshold_uncertainty_score":0.17774796},"labels":[],"label_agreement":null},{"id":"W4296733816","doi":"10.32920/ryerson.14647458.v2","title":"Redressing the Ocularcentric Culture of architectural design: A Phenomenological and Participatory Approach in VR","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Experiential learning; Perception; Virtual reality; Representation (politics); Architecture; Context (archaeology); Computer science; Human–computer interaction; Psychology; Aesthetics; Multimedia; Visual arts; Mathematics education; Art","score_opus":0.05953518748703673,"score_gpt":0.25472896735260675,"score_spread":0.19519377986557002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296733816","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":[0.6372056,0.0033109167,0.18895091,0.013238703,0.00039490705,0.0004892821,0.000101973535,0.00010808788,0.15619956],"genre_scores_gemma":[0.98166466,0.00068814086,0.011212511,0.00036356816,0.00003778494,0.00013206666,0.0000142358285,0.00004446824,0.0058425018],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9853631,0.012536436,0.00015042223,0.0005800525,0.00092063367,0.0004492333],"domain_scores_gemma":[0.9918761,0.006509725,0.0003371108,0.0007147325,0.00036990637,0.00019238179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013604976,0.00054870825,0.00041331968,0.0016490371,0.006180793,0.009257025,0.0014750818,0.0017845486,0.00175053],"category_scores_gemma":[0.011738381,0.0004905709,0.00042379607,0.001267763,0.042736903,0.007941434,0.0063824123,0.002612112,0.00022942183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035284484,0.000045758767,0.000749534,0.00011269089,0.000010938099,0.00032691107,0.79815763,0.00051256875,0.0016882666,0.18612069,0.00061792077,0.0116218645],"study_design_scores_gemma":[0.00004356524,0.00018849848,0.0017524632,0.0005991658,0.000025460913,0.0011570593,0.7420373,0.0020910548,0.0022449829,0.124444075,0.12533237,0.00008398557],"about_ca_topic_score_codex":0.0031855998,"about_ca_topic_score_gemma":0.0048620226,"teacher_disagreement_score":0.013604976,"about_ca_system_score_codex":0.003546876,"about_ca_system_score_gemma":0.0030487971,"threshold_uncertainty_score":0.07195091},"labels":[],"label_agreement":null},{"id":"W4297859147","doi":"10.4324/9781003112457-13","title":"Learning from Rural Objects in 1970s Italy","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational 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":"Exhibition; Architecture; Human settlement; Geography; Visual arts; History; Archaeology; Art","score_opus":0.007786489701399232,"score_gpt":0.16998431514893705,"score_spread":0.16219782544753783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297859147","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":[0.07933463,0.004706782,0.0019870915,0.004045226,0.00020111733,0.000029573568,0.00004393215,0.00011035928,0.90954137],"genre_scores_gemma":[0.5735835,0.007531408,0.002805571,0.0010224322,0.00037681486,0.000048888094,0.00013638014,0.00019152714,0.41430345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997019,0.00011838726,0.000005824225,0.000053144515,0.00006323617,0.00005739731],"domain_scores_gemma":[0.999853,0.00005578526,0.000012989394,0.000027706981,0.000014816709,0.000035671666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048506036,0.0004913613,0.000273019,0.0007340407,0.0033062715,0.0030335938,0.0004084564,0.000544605,0.009164707],"category_scores_gemma":[0.0005892776,0.0002396334,0.00023656241,0.0008811636,0.0060884515,0.0017771136,0.0030446954,0.0015012752,0.0022109349],"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":[0.00010558814,0.00010818449,0.002891413,0.00029063845,0.000007968147,0.0012466656,0.28869703,0.00070157414,0.0027680823,0.46610764,0.06793592,0.16913934],"study_design_scores_gemma":[0.000004982431,0.000035682362,0.0030653703,0.00013482293,0.0000029876219,0.0003925195,0.01205644,0.00009987611,0.00026682188,0.008786995,0.97514695,0.0000064889155],"about_ca_topic_score_codex":0.008702396,"about_ca_topic_score_gemma":0.042576578,"teacher_disagreement_score":0.009164707,"about_ca_system_score_codex":0.00432045,"about_ca_system_score_gemma":0.0012317777,"threshold_uncertainty_score":0.031347275},"labels":[],"label_agreement":null},{"id":"W4297960742","doi":"10.52842/conf.acadia.2001.156","title":"The Design Space of Schematic Palladian Plans for Two Villa Topologies","year":2001,"lang":"en","type":"article","venue":"ACADIA quarterly","topic":"Architecture and Computational Design","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":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Topology (electrical circuits); Space (punctuation); Plan (archaeology); Dimension (graph theory); Network topology; Schematic; Computer science; Set (abstract data type); Grid; Mathematics; Geometry; Engineering; Pure mathematics; Combinatorics; Programming language","score_opus":0.01583599585681546,"score_gpt":0.23947738895225837,"score_spread":0.2236413930954429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297960742","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":[0.34587058,0.0003897939,0.58970064,0.00044975404,0.000035179495,0.00016645463,0.0012437656,0.0013877723,0.060755998],"genre_scores_gemma":[0.65722287,0.0003814846,0.3307867,0.000054364016,0.0000066386947,0.0002615734,0.0013098749,0.00024426996,0.009732266],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995803,0.00017472966,0.000021811516,0.000069398135,0.000107071806,0.0000465826],"domain_scores_gemma":[0.999188,0.00054944877,0.00006505759,0.00007450813,0.00007742162,0.000045520115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004878155,0.0005473081,0.0004411215,0.0007667384,0.0005637637,0.002015697,0.00054194545,0.00064554805,0.012276149],"category_scores_gemma":[0.0026039418,0.00044947825,0.00073228625,0.000673676,0.0010293527,0.0010880573,0.0008429921,0.0006023087,0.0006701426],"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":[0.0005023813,0.000108402906,0.0048865657,0.00046860814,0.000044477427,0.0004738542,0.0010734099,0.6198848,0.008025787,0.26769516,0.003154673,0.09368191],"study_design_scores_gemma":[0.00016445704,0.0005258226,0.0046081026,0.00019664037,0.00007731454,0.00075086975,0.00180502,0.72169214,0.009421206,0.20604174,0.054594047,0.00012272567],"about_ca_topic_score_codex":0.00311034,"about_ca_topic_score_gemma":0.004927556,"teacher_disagreement_score":0.012276149,"about_ca_system_score_codex":0.0008114815,"about_ca_system_score_gemma":0.0007157142,"threshold_uncertainty_score":0.04106778},"labels":[],"label_agreement":null},{"id":"W4298187456","doi":"10.52842/conf.ecaade.2013.1.467","title":"ARCS Architectural Chameleon Skin","year":2013,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Interactivity; Materiality (auditing); Computer science; Architecture; Dream; Architectural geometry; Human–computer interaction; Computer graphics (images); Multimedia; Aesthetics; Visual arts; Art; Software","score_opus":0.003049503309551718,"score_gpt":0.15396981820745984,"score_spread":0.1509203148979081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298187456","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":[0.089085795,0.0006576665,0.5294192,0.00069937296,0.00069937296,0.00033476113,0.0007335638,0.010101462,0.36826882],"genre_scores_gemma":[0.64158833,0.00060199853,0.22735061,0.00015565004,0.00011813708,0.00016893267,0.0005026602,0.0011815337,0.12833215],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997011,0.000055331642,0.000008523047,0.00005137291,0.00014430084,0.00003928341],"domain_scores_gemma":[0.99972516,0.000056081786,0.0000124073385,0.00010028513,0.000052597265,0.000053481268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024343192,0.00066746364,0.000228359,0.0004887662,0.0007951735,0.0013503073,0.00056152744,0.00058227807,0.033926528],"category_scores_gemma":[0.0007158936,0.00028246894,0.00031665602,0.00026035047,0.00091315346,0.0010476031,0.0019344139,0.0008783725,0.0045073335],"study_design_candidate":"bench_or_experimental","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":[0.0004727209,0.00010879645,0.0020513353,0.00062973064,0.000032942105,0.0015402271,0.0028102517,0.0719233,0.18773013,0.32447454,0.037622094,0.37060392],"study_design_scores_gemma":[0.000030018628,0.00029482308,0.0035556431,0.00009132792,0.000023873074,0.002392965,0.00075428904,0.07400335,0.049925763,0.031033095,0.8377974,0.000097464814],"about_ca_topic_score_codex":0.00072764326,"about_ca_topic_score_gemma":0.0012097913,"teacher_disagreement_score":0.033926528,"about_ca_system_score_codex":0.00041118846,"about_ca_system_score_gemma":0.00033363642,"threshold_uncertainty_score":0.11349553},"labels":[],"label_agreement":null},{"id":"W4298913206","doi":"10.52842/conf.acadia.2014.033","title":"Bounded Agency: Integrating informed multi-agent systems within architectural subtractions","year":2014,"lang":"en","type":"article","venue":"ACADIA quarterly","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Agency (philosophy); Bounded function; Computer science; Mathematics; Sociology; Social science; Mathematical analysis","score_opus":0.01358765450560494,"score_gpt":0.23112554190154425,"score_spread":0.2175378873959393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298913206","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":[0.030089336,0.0002354701,0.946271,0.00079841755,0.000041185373,0.00006633813,0.000028483444,0.00040129633,0.02206847],"genre_scores_gemma":[0.6548743,0.0002267991,0.34056115,0.00015235606,0.000023779803,0.00015940335,0.00006141832,0.00016517984,0.0037755538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99688137,0.0017483275,0.00014591066,0.00051227305,0.00049078226,0.00022129096],"domain_scores_gemma":[0.99598724,0.0019085074,0.00050822255,0.0009890674,0.00028015958,0.00032683954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033127754,0.0009858754,0.0006198596,0.0009354126,0.001715267,0.0056414376,0.00232429,0.0012994782,0.0047717313],"category_scores_gemma":[0.008830645,0.0007324168,0.0010374784,0.00075146207,0.0074892594,0.0077012894,0.010342643,0.0030113866,0.00046840752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042681604,0.00003609127,0.0007540922,0.00007830362,0.00004479226,0.00019341742,0.002421919,0.11884339,0.0018692381,0.84921795,0.00035246124,0.026145592],"study_design_scores_gemma":[0.0000212519,0.000055999204,0.00024805302,0.000061282015,0.00003415868,0.000079404104,0.0011262505,0.23592024,0.0019161492,0.7417828,0.018721174,0.00003323743],"about_ca_topic_score_codex":0.0025362414,"about_ca_topic_score_gemma":0.0029577748,"teacher_disagreement_score":0.0056414376,"about_ca_system_score_codex":0.0016675981,"about_ca_system_score_gemma":0.002451402,"threshold_uncertainty_score":0.017519891},"labels":[],"label_agreement":null},{"id":"W4299300045","doi":"10.52842/conf.acadia.2013.109","title":"Adaptation as a Framework for Reconsidering High-Performance Residential Design: A Case Study","year":2013,"lang":"en","type":"article","venue":"ACADIA quarterly","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada; National Renewable Energy Laboratory; Ontario Power Authority; University of Waterloo; Mitacs; Simon Fraser University; U.S. Department of Energy","keywords":"Conceptualization; HVAC; Building envelope; Adaptation (eye); Architectural engineering; Architecture; Computer science; Building design; Envelope (radar); Built environment; Interface (matter); Systems engineering; Engineering; Civil engineering; Artificial intelligence; Geography","score_opus":0.03127432671930824,"score_gpt":0.24316822918798178,"score_spread":0.21189390246867354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299300045","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":[0.5354261,0.00065643725,0.28624287,0.003577575,0.0000784007,0.00033798968,0.000046865134,0.000331774,0.17330202],"genre_scores_gemma":[0.9293933,0.00021706504,0.06074596,0.00014538008,0.000010240493,0.00010479526,0.000020945143,0.000054258035,0.009308146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968792,0.0023454716,0.00004603637,0.00017750626,0.0003353687,0.0002164882],"domain_scores_gemma":[0.99887544,0.0005523122,0.000073227166,0.00025751715,0.00010515811,0.00013630421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024882487,0.00042310194,0.00027106493,0.0004424017,0.0032127285,0.0032445984,0.0019696117,0.0022576754,0.0026642974],"category_scores_gemma":[0.0022796872,0.00024405823,0.0004759119,0.0007432357,0.005552107,0.0023006005,0.0027688832,0.0018938612,0.0003652721],"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":[0.0002411605,0.00079514954,0.0077459035,0.00019885802,0.000028786573,0.0055061285,0.047687735,0.12032479,0.0071042897,0.71489364,0.004654324,0.09081918],"study_design_scores_gemma":[0.00016746127,0.001021842,0.0063970764,0.00027079528,0.00006433577,0.0045091202,0.08748823,0.26358643,0.010066601,0.21691367,0.40937155,0.00014286519],"about_ca_topic_score_codex":0.0066588214,"about_ca_topic_score_gemma":0.013909029,"teacher_disagreement_score":0.0066588214,"about_ca_system_score_codex":0.002951921,"about_ca_system_score_gemma":0.0015680715,"threshold_uncertainty_score":0.021417797},"labels":[],"label_agreement":null},{"id":"W4299423218","doi":"10.52842/conf.ecaade.2007.743","title":"Virtual Studio","year":2007,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Studio; Computer graphics (images); Multimedia; Human–computer interaction; Telecommunications","score_opus":0.006098962727146753,"score_gpt":0.19865244797204543,"score_spread":0.19255348524489868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299423218","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":[0.0062276823,0.001789705,0.04784378,0.0012597006,0.001421523,0.00022417292,0.0024528874,0.012571808,0.9262087],"genre_scores_gemma":[0.04640882,0.001542697,0.038588703,0.0007800321,0.00045173944,0.00025091635,0.0038959428,0.0039762724,0.9041049],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989293,0.00021737951,0.000057655994,0.00018174779,0.00045759373,0.00015625618],"domain_scores_gemma":[0.99856037,0.00021765138,0.000048692305,0.00030739463,0.00024553607,0.00062034215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012505233,0.0007364415,0.00052921835,0.0017458161,0.0012482569,0.0058066626,0.0012583409,0.0010208928,0.3005167],"category_scores_gemma":[0.0023894657,0.00047464162,0.0006038253,0.0012430039,0.00072342664,0.0021453795,0.0037644391,0.0015049723,0.12107357],"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":[0.0005636946,0.00024977143,0.00095903355,0.0004612488,0.00002356853,0.00028529498,0.0011302521,0.001178761,0.0064153033,0.0950654,0.4114299,0.48223773],"study_design_scores_gemma":[0.000029972856,0.000049505943,0.00046483031,0.000055444343,0.000004952565,0.00030525992,0.00012115968,0.00048398797,0.00075560296,0.0053626127,0.9923543,0.000012338855],"about_ca_topic_score_codex":0.00081135315,"about_ca_topic_score_gemma":0.0029651073,"teacher_disagreement_score":0.3005167,"about_ca_system_score_codex":0.0008627171,"about_ca_system_score_gemma":0.0015829547,"threshold_uncertainty_score":0.99772805},"labels":[],"label_agreement":null},{"id":"W4300004580","doi":"","title":"Product recalls. Recalls: folding toy Build-A-Bear Workshop beach chairs in U.S. and Canada...Eddie Bauer play yards with rocking bassinets...and Fun Express water-based face paints for children.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Architecture and Computational Design","field":"Engineering","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":"Yard; Face (sociological concept); Product (mathematics); Engineering; Advertising; Sociology; Business; Mathematics; Physics","score_opus":0.008173458730051803,"score_gpt":0.17834547423494435,"score_spread":0.17017201550489255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300004580","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":[0.3580378,0.004809996,0.008348462,0.0055483067,0.0012199781,0.00046751217,0.28082994,0.013866894,0.32687104],"genre_scores_gemma":[0.5470376,0.0022560435,0.010294926,0.0010958565,0.00021726295,0.00029487812,0.14266306,0.002346393,0.293794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992943,0.00011995704,0.0000422067,0.00009744248,0.0003724794,0.00007367053],"domain_scores_gemma":[0.9974233,0.0008795083,0.00026028583,0.00029207647,0.00086538657,0.00027954276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095922174,0.0009201461,0.00032252504,0.0018141977,0.0013510783,0.0026787873,0.0007416444,0.00085721025,0.05732107],"category_scores_gemma":[0.005362622,0.00041420438,0.00048096862,0.0022362,0.0003638489,0.0011481954,0.0009206736,0.0008956975,0.020093203],"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":[0.0005939215,0.00025546792,0.047052316,0.00048846425,0.000060779577,0.0003845458,0.00711795,0.0008957656,0.00097220164,0.0010254994,0.7515692,0.18958387],"study_design_scores_gemma":[0.00009962074,0.0002557122,0.21224244,0.00026889198,0.00011069196,0.0003777435,0.015524537,0.0017100464,0.003767779,0.0009761441,0.7645366,0.00012990192],"about_ca_topic_score_codex":0.18119785,"about_ca_topic_score_gemma":0.45749268,"teacher_disagreement_score":0.8188021,"about_ca_system_score_codex":0.0019349884,"about_ca_system_score_gemma":0.0009630173,"threshold_uncertainty_score":0.36028636},"labels":[],"label_agreement":null},{"id":"W4300358539","doi":"10.52842/conf.acadia.2011.326","title":"Toward Responsive Atmospheres: Prototype Exploration through Material and Computational Systems","year":2011,"lang":"en","type":"article","venue":"ACADIA quarterly","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; University of Michigan","keywords":"Performative utterance; Computer science; Architecture; Operability; Attunement; Systems engineering; Architectural engineering; Engineering; Software engineering","score_opus":0.03516830853175561,"score_gpt":0.22050490155018146,"score_spread":0.18533659301842587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300358539","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":[0.35359555,0.00040999366,0.5978094,0.0010471562,0.00012741084,0.0011027682,0.00025130215,0.0018823744,0.043774053],"genre_scores_gemma":[0.5731497,0.00027546383,0.42131224,0.00010532197,0.000017721952,0.00078853173,0.00031944647,0.00034501698,0.003686697],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976968,0.0011942931,0.00008293438,0.000194177,0.00062199484,0.00020977407],"domain_scores_gemma":[0.9966028,0.0022885043,0.00009593432,0.00061068527,0.00025599057,0.00014609695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035148438,0.00078289397,0.0005731611,0.00067930145,0.0010644526,0.004256464,0.0028780852,0.001578208,0.0057803537],"category_scores_gemma":[0.007828945,0.0005886683,0.0009249049,0.0004196325,0.003233251,0.003744746,0.0039832043,0.0015364921,0.00061303354],"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":[0.0007891583,0.0014600196,0.0055965683,0.0014067269,0.000118250595,0.0012524467,0.018058736,0.42713407,0.06673376,0.31590188,0.006089449,0.15545897],"study_design_scores_gemma":[0.00035167814,0.0014461699,0.001362303,0.00027073827,0.00007423331,0.0004228725,0.00553441,0.77255917,0.037891254,0.10934589,0.07061486,0.00012649894],"about_ca_topic_score_codex":0.0012002564,"about_ca_topic_score_gemma":0.0014337901,"teacher_disagreement_score":0.0057803537,"about_ca_system_score_codex":0.0013493269,"about_ca_system_score_gemma":0.0013851204,"threshold_uncertainty_score":0.019337177},"labels":[],"label_agreement":null},{"id":"W4300848011","doi":"10.52842/conf.acadia.2018.336","title":"Lap, Twist, Knot. Intentionality in digital-analogue making environments","year":2018,"lang":"en","type":"article","venue":"ACADIA quarterly","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Architecture; Agency (philosophy); Human–computer interaction; Sociology; Visual arts","score_opus":0.00926326500806884,"score_gpt":0.21923890922617156,"score_spread":0.20997564421810272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300848011","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":[0.30661014,0.0017453963,0.30644467,0.0035922872,0.00017373262,0.0001663813,0.00012131175,0.0005245538,0.38062155],"genre_scores_gemma":[0.970682,0.0002237909,0.02224453,0.00008827065,0.000012876779,0.00009403489,0.000028542538,0.00006512103,0.006560835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973732,0.0015668786,0.00011133399,0.00037506127,0.00033696767,0.00023659827],"domain_scores_gemma":[0.99757344,0.0012292656,0.00032281943,0.0005554961,0.0001027539,0.00021618739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020002078,0.00045532177,0.0002608116,0.0018485175,0.0034394895,0.008173858,0.0006522009,0.0010165137,0.0046057343],"category_scores_gemma":[0.005065381,0.00046312288,0.00056736165,0.0012489246,0.025642743,0.0068168035,0.006020807,0.00109099,0.00045593287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030698175,0.000017445049,0.001997739,0.0000758903,0.0000071145187,0.00029521936,0.030541435,0.0014902386,0.00059199013,0.95068115,0.0003360981,0.013934907],"study_design_scores_gemma":[0.00004778393,0.00008320443,0.003139791,0.0002388406,0.000042491196,0.0010414355,0.04156509,0.006059212,0.0016638689,0.845773,0.100282796,0.000062543484],"about_ca_topic_score_codex":0.0025996172,"about_ca_topic_score_gemma":0.0022755393,"teacher_disagreement_score":0.008173858,"about_ca_system_score_codex":0.0012886819,"about_ca_system_score_gemma":0.001110881,"threshold_uncertainty_score":0.015407741},"labels":[],"label_agreement":null},{"id":"W4301176186","doi":"10.52842/conf.ecaade.2010.133","title":"Urban Infrastructure &amp; Architectronics","year":2010,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Mechatronics; Scope (computer science); Realm; Architecture; Control (management); Computer science; Engineering; Systems engineering; Engineering management; Artificial intelligence; Geography","score_opus":0.0030735721040157852,"score_gpt":0.1809672574138664,"score_spread":0.1778936853098506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301176186","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":[0.0033474753,0.0033883497,0.016631065,0.006773142,0.0006013974,0.000026634358,0.00015447667,0.00029210263,0.9687855],"genre_scores_gemma":[0.35700706,0.009597166,0.02241383,0.0019947987,0.0006684052,0.000142198,0.0003763478,0.00030189895,0.60749835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999305,0.00025624176,0.000024563069,0.000086596934,0.00023459367,0.00009304388],"domain_scores_gemma":[0.99976736,0.000041170882,0.000024443798,0.000053211443,0.00006314395,0.00005070305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047558677,0.0006092013,0.0001935757,0.0014208549,0.0024344283,0.0057441164,0.0005520249,0.0010615395,0.037817918],"category_scores_gemma":[0.0007030134,0.00028682098,0.0002174142,0.0017609124,0.0050429204,0.0027127194,0.0025512269,0.0010735788,0.008425704],"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":[0.0000052412834,0.00000498687,0.0002336684,0.000043371176,0.0000019402312,0.000062280764,0.00060288206,0.00093455316,0.00014953122,0.92768884,0.033100337,0.03717238],"study_design_scores_gemma":[0.0000019668141,0.0000057331767,0.0002569151,0.000039676845,0.0000016849065,0.000106351596,0.0007220675,0.0005890472,0.0000998735,0.08828963,0.909881,0.0000059868976],"about_ca_topic_score_codex":0.008416192,"about_ca_topic_score_gemma":0.013295983,"teacher_disagreement_score":0.037817918,"about_ca_system_score_codex":0.0042479015,"about_ca_system_score_gemma":0.0019338145,"threshold_uncertainty_score":0.12651354},"labels":[],"label_agreement":null},{"id":"W4301310873","doi":"10.52842/conf.ecaade.2009.161","title":"From Formal to Behavioral Architecture: Few Notes on the Abstraction of Function","year":2009,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Syracuse University","keywords":"Architecture; Computer science; Association (psychology); Memorization; Function (biology); Abstraction; Reference architecture; Software architecture; Human–computer interaction; Theoretical computer science; Programming language; Software; Mathematics","score_opus":0.014632436912486977,"score_gpt":0.22386734302731698,"score_spread":0.20923490611483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301310873","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0122883925,0.0660415,0.580062,0.07741976,0.004423939,0.000065259104,0.00036077035,0.0005560275,0.25878242],"genre_scores_gemma":[0.6913142,0.057970986,0.17708057,0.018577727,0.007797365,0.00054306,0.0005095357,0.0009260475,0.045280535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983071,0.0007168553,0.0001074198,0.00040074516,0.00032515248,0.00014274238],"domain_scores_gemma":[0.99526656,0.0030550081,0.00016178755,0.0009755494,0.00037907757,0.00016201269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034290156,0.0008793837,0.00083707285,0.002091978,0.0020609952,0.0055111633,0.00185047,0.0028421083,0.0076036565],"category_scores_gemma":[0.00822651,0.0006168939,0.00084604835,0.0016041228,0.039818287,0.01778403,0.0030595483,0.008477528,0.0016313212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044377775,0.0000032337996,0.000038197395,0.000034378263,0.000003107288,0.000015498674,0.0002828309,0.00031056974,0.000029955385,0.994166,0.0014059155,0.00370585],"study_design_scores_gemma":[0.0000031356567,0.000006992644,0.000051980704,0.00005583804,0.0000020337725,0.000026210477,0.00009337183,0.0003375379,0.00006480285,0.9753228,0.024026588,0.0000087577855],"about_ca_topic_score_codex":0.0062754964,"about_ca_topic_score_gemma":0.0035944632,"teacher_disagreement_score":0.0076036565,"about_ca_system_score_codex":0.003958909,"about_ca_system_score_gemma":0.0014950302,"threshold_uncertainty_score":0.028724015},"labels":[],"label_agreement":null},{"id":"W4301460708","doi":"10.52842/conf.ecaade.2012.1.709","title":"Application of Fuzzy Logic for Optimizing Foldable Freeform Geometries: An example of a practical application – a foldable window shade","year":2012,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"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 British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Kinematics; Computer science; Focus (optics); Quadrilateral; Folding (DSP implementation); Fuzzy logic; Parametric statistics; Window (computing); Algorithm; Theoretical computer science; Artificial intelligence; Mathematics; Engineering; Finite element method","score_opus":0.03381466701763122,"score_gpt":0.26583633763243497,"score_spread":0.23202167061480375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301460708","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":[0.052149814,0.00012320076,0.9383801,0.00017477041,0.000027978362,0.000058575883,0.000020756033,0.00042521514,0.008639408],"genre_scores_gemma":[0.6715499,0.00016497001,0.32449588,0.000057838835,0.000009068119,0.00004249495,0.00002459703,0.0000654468,0.0035898658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998677,0.000029269468,0.000007427872,0.0000268788,0.00005145831,0.000017260902],"domain_scores_gemma":[0.99975616,0.00012251882,0.000020348034,0.00003907834,0.000043482265,0.000018380777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004902056,0.00037334618,0.00030562212,0.00027139645,0.00040053966,0.00068477605,0.00047079907,0.00066081894,0.003346121],"category_scores_gemma":[0.0007847075,0.0001527178,0.00044834166,0.000173271,0.0005185728,0.00047774203,0.0005098819,0.00046806404,0.00023517529],"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":[0.00019235478,0.00016275723,0.0012500084,0.000200547,0.000035896515,0.0006065743,0.00043419338,0.62333757,0.094176576,0.05507438,0.0014986302,0.22303046],"study_design_scores_gemma":[0.000021034532,0.00017970636,0.00026484972,0.000019136292,0.000018846908,0.00013489956,0.00006938632,0.9637162,0.020457817,0.010685548,0.0044163815,0.000016230973],"about_ca_topic_score_codex":0.0016901612,"about_ca_topic_score_gemma":0.0019600883,"teacher_disagreement_score":0.003346121,"about_ca_system_score_codex":0.0004616734,"about_ca_system_score_gemma":0.00039073906,"threshold_uncertainty_score":0.0111938715},"labels":[],"label_agreement":null},{"id":"W4301498134","doi":"10.52842/conf.ecaade.2010.253","title":"Interfacial Design: Situating contemporary autopoietic techniques within the context of the autonomy project and biotechnological revolution","year":2010,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Autopoiesis; Autonomy; Framing (construction); Ontology; Context (archaeology); Architecture; Computer science; Epistemology; Knowledge management; Management science; Engineering; Sociology; Systems engineering; Artificial intelligence; Political science; Philosophy; Civil engineering; History","score_opus":0.01773062794298989,"score_gpt":0.2197037088615201,"score_spread":0.20197308091853022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301498134","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":[0.050966386,0.0030969642,0.8007976,0.007906877,0.00017743456,0.000057187033,0.00002808949,0.0003119986,0.13665752],"genre_scores_gemma":[0.8226581,0.0022724639,0.15855837,0.00067174225,0.000087392276,0.00017586997,0.000050788643,0.00015802769,0.015367274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998066,0.0012061703,0.00006524,0.00020750695,0.0003243589,0.00013083406],"domain_scores_gemma":[0.9980293,0.0010220553,0.00011668743,0.00059762225,0.00014585108,0.00008841188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037261546,0.00043933987,0.000333404,0.0013231119,0.0025543289,0.0050653694,0.0013411511,0.0016411563,0.003514007],"category_scores_gemma":[0.0030954282,0.00036362768,0.0005649269,0.00081526034,0.017529404,0.0067950985,0.0053968397,0.0018070955,0.00047261405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006715826,0.000008150396,0.0001446864,0.00002751475,0.0000034637233,0.000032898486,0.0024590285,0.0016793315,0.00035553277,0.985052,0.00033132598,0.00989947],"study_design_scores_gemma":[0.000014348714,0.000023087472,0.00016577324,0.000078161735,0.000011828769,0.00010605956,0.0025292605,0.009829601,0.0018061713,0.89733386,0.088087045,0.000014804177],"about_ca_topic_score_codex":0.0016824924,"about_ca_topic_score_gemma":0.001877537,"teacher_disagreement_score":0.0050653694,"about_ca_system_score_codex":0.0027198223,"about_ca_system_score_gemma":0.0020895058,"threshold_uncertainty_score":0.019733787},"labels":[],"label_agreement":null},{"id":"W4302064851","doi":"10.52842/conf.acadia.2012.373","title":"Design Ecologies for Responsive Environments: Resonant Chamber, an Acoustically Performative System\"","year":2012,"lang":"en","type":"article","venue":"ACADIA quarterly","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Performative utterance; Computer science; Acoustics; Physics; Art; Aesthetics","score_opus":0.01690013971290835,"score_gpt":0.227657106022952,"score_spread":0.21075696631004365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302064851","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":[0.08993004,0.00081523653,0.69680005,0.008693822,0.00018792025,0.00015127331,0.000057883648,0.0010290794,0.20233469],"genre_scores_gemma":[0.73687375,0.00054392265,0.22154437,0.00097142305,0.000045677094,0.00038332888,0.0000509217,0.000259705,0.03932693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932396,0.00039775664,0.00001856832,0.00008760809,0.00011817886,0.000053901556],"domain_scores_gemma":[0.999629,0.0001440189,0.000035187586,0.00007479837,0.00004089289,0.000076100994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009717645,0.00030065275,0.00014172033,0.00029590688,0.0018309541,0.0027952099,0.0007340274,0.00080546783,0.0053711366],"category_scores_gemma":[0.0012145124,0.00024621031,0.0002914681,0.00012011002,0.0058752256,0.002430841,0.002838717,0.0007771382,0.0008184107],"study_design_candidate":"bench_or_experimental","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":[0.000025163525,0.000025893041,0.00036435158,0.00007587105,0.000008754178,0.00012768945,0.003882831,0.0065884287,0.0056722215,0.9635226,0.0028064463,0.016899722],"study_design_scores_gemma":[0.00008262047,0.000222437,0.0008102102,0.00013366753,0.000043939115,0.00052208925,0.006215371,0.049314924,0.012643726,0.5613236,0.36860988,0.00007765931],"about_ca_topic_score_codex":0.00081310386,"about_ca_topic_score_gemma":0.0014647257,"teacher_disagreement_score":0.0053711366,"about_ca_system_score_codex":0.0009223884,"about_ca_system_score_gemma":0.0016059413,"threshold_uncertainty_score":0.017968178},"labels":[],"label_agreement":null},{"id":"W4302543190","doi":"10.1007/978-3-031-01881-7_4","title":"On Practical Physical Design","year":2011,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on data management","topic":"Architecture and Computational Design","field":"Engineering","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 Waterloo","funders":"","keywords":"Computer science","score_opus":0.07922744575156246,"score_gpt":0.26473700617450385,"score_spread":0.1855095604229414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302543190","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011440986,0.007338275,0.090330616,0.0035357934,0.0016734703,0.00003385142,0.00010552256,0.00031577394,0.89552265],"genre_scores_gemma":[0.04306521,0.0075285784,0.028639743,0.0009796636,0.00075827754,0.00011194977,0.00019482333,0.00037711125,0.9183446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996871,0.000071011564,0.000009348098,0.00004810976,0.00015568874,0.000028932016],"domain_scores_gemma":[0.99984574,0.00004810781,0.000004555079,0.000050054077,0.00003961084,0.000011956745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038431352,0.0009852584,0.00052346924,0.0007207749,0.0010695298,0.0020782908,0.0008675436,0.0010202981,0.05701974],"category_scores_gemma":[0.0008655141,0.00050880114,0.0004227641,0.00052921387,0.0022594333,0.0022924684,0.001682779,0.002096144,0.016775679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064596184,0.000015429623,0.000034549987,0.000094968214,0.0000049589667,0.000022229611,0.0001560246,0.0026298899,0.00053981703,0.85893583,0.07402825,0.06353161],"study_design_scores_gemma":[0.0000040294667,0.000010689591,0.00006780144,0.000094236726,0.000003581818,0.00004964681,0.000057992762,0.0019491605,0.00045663523,0.41922873,0.57807076,0.000006697016],"about_ca_topic_score_codex":0.0010649861,"about_ca_topic_score_gemma":0.001901339,"teacher_disagreement_score":0.05701974,"about_ca_system_score_codex":0.0016235829,"about_ca_system_score_gemma":0.0008291937,"threshold_uncertainty_score":0.19075006},"labels":[],"label_agreement":null},{"id":"W4302564994","doi":"10.26443/msurj.v12i1.40","title":"Urban Biodiversity Through Sustainable Architecture and Urban Planning","year":2017,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Architecture and Computational Design","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":"McGill University","funders":"McGill University","keywords":"Sustainability; Urban planning; Environmental planning; Biodiversity; Architecture; Urban design; Environmental resource management; Sustainable development; Ecosystem services; Geography; Political science; Engineering; Civil engineering; Ecology; Ecosystem; Environmental science","score_opus":0.04919846753000246,"score_gpt":0.32241269787775895,"score_spread":0.2732142303477565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302564994","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":[0.046992604,0.018606862,0.07244384,0.029021185,0.00044880674,0.000118754506,0.00019262913,0.0001911381,0.8319842],"genre_scores_gemma":[0.9067155,0.0138222715,0.037622627,0.0010533138,0.00019366757,0.00016033984,0.0001565003,0.000074688,0.040201116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995603,0.00021189242,0.000013080164,0.00004291001,0.00011792509,0.00005385423],"domain_scores_gemma":[0.9996086,0.00012680731,0.000057192246,0.000055647088,0.000085841406,0.00006605647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009057968,0.00030467633,0.00015663428,0.00091147923,0.001442644,0.0035677415,0.00062576134,0.0006724589,0.008133744],"category_scores_gemma":[0.0011495551,0.00012897304,0.00021347763,0.0013049945,0.0048966035,0.00202115,0.0031611866,0.00074021955,0.00065585197],"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":[0.000007658831,0.000021472471,0.0015550662,0.00018778442,0.000011274546,0.00008804376,0.0015828107,0.0066212234,0.0001487537,0.9077018,0.008824169,0.07324996],"study_design_scores_gemma":[0.0000056658387,0.000027052509,0.0015719647,0.00038322655,0.000011226998,0.00016488045,0.0023812342,0.0031009843,0.00031238704,0.69110084,0.3009294,0.000011227919],"about_ca_topic_score_codex":0.0037133694,"about_ca_topic_score_gemma":0.009392812,"teacher_disagreement_score":0.008133744,"about_ca_system_score_codex":0.0020720174,"about_ca_system_score_gemma":0.0031727718,"threshold_uncertainty_score":0.027210057},"labels":[],"label_agreement":null},{"id":"W4302777391","doi":"10.52842/conf.ecaade.2008","title":"Proceedings of the 26th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe)","year":2008,"lang":"en","type":"paratext","venue":"eCAADe proceedings","topic":"Architecture and Computational 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":"Scope (computer science); Metaphor; Theme (computing); Architecture; Quarter (Canadian coin); Subject (documents); Phrase; Engineering ethics; Ideal (ethics); Computer science; Engineering; Political science; World Wide Web; History; Visual arts; Artificial intelligence; Art; Law","score_opus":0.048781289212253595,"score_gpt":0.29100119330261853,"score_spread":0.24221990409036492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302777391","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":[0.020427063,0.122095235,0.20874885,0.02475413,0.10490926,0.0008843782,0.0017390947,0.0051457942,0.51129615],"genre_scores_gemma":[0.06358524,0.05148706,0.090549886,0.0037225978,0.008190727,0.0005138023,0.0057540736,0.0017871826,0.7744095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966697,0.0008988591,0.00019431685,0.00038855217,0.0015500189,0.00029862457],"domain_scores_gemma":[0.9962159,0.000648415,0.00011525542,0.00060778245,0.0015931465,0.0008195128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049354625,0.0011219009,0.0010831986,0.0021189041,0.0009723248,0.005861244,0.0018951325,0.0023798745,0.09924585],"category_scores_gemma":[0.004937903,0.00047189152,0.0009639904,0.0014069786,0.0017152686,0.002948978,0.0034614804,0.0031435487,0.038779646],"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":[0.00019708517,0.00028654866,0.0010626576,0.0005828981,0.00006632707,0.00032623878,0.00055402756,0.0010642878,0.005141713,0.012761673,0.49075657,0.48720002],"study_design_scores_gemma":[0.000012816298,0.00007533375,0.0012227276,0.00034144658,0.000022020538,0.00038776462,0.0002740052,0.0018362721,0.0009924029,0.0028387327,0.9919744,0.000022091062],"about_ca_topic_score_codex":0.00309416,"about_ca_topic_score_gemma":0.006545572,"teacher_disagreement_score":0.09924585,"about_ca_system_score_codex":0.0013176077,"about_ca_system_score_gemma":0.0028829542,"threshold_uncertainty_score":0.33201045},"labels":[],"label_agreement":null},{"id":"W4304183975","doi":"10.1080/20511787.2022.2067385","title":"Quilting Space: Experimental Form-Finding with Knitted Fabrics","year":2022,"lang":"en","type":"article","venue":"Journal of Textile Design Research and Practice","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Process (computing); Textile; Architectural engineering; Quilting; Architecture; Set (abstract data type); Engineering; Computer science; Space (punctuation); Exploit; Engineering drawing; Construction engineering; Mechanical engineering; Visual arts; Materials science","score_opus":0.09423975048812683,"score_gpt":0.357611257971041,"score_spread":0.26337150748291416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304183975","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":[0.9739257,0.00023322654,0.013471195,0.000072364615,0.00008429965,0.0002706781,0.000115017996,0.00016552754,0.011661972],"genre_scores_gemma":[0.96881926,0.00026331362,0.01932019,0.00006995753,0.0000146271195,0.00022062451,0.00015029337,0.000121477606,0.011020133],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999258,0.00012075141,0.000037045844,0.0001714877,0.00028005935,0.00013262237],"domain_scores_gemma":[0.99876714,0.0005506703,0.000093593386,0.0003461567,0.00010263872,0.00013990543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007190237,0.00052945875,0.00038085305,0.0006137567,0.0009002755,0.0012811505,0.0011489508,0.0007257412,0.007508577],"category_scores_gemma":[0.0018179163,0.0003576098,0.00043228333,0.00047945126,0.0014495109,0.0010437891,0.0014303466,0.0010372744,0.0008510469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015278395,0.006286578,0.002016599,0.0006179199,0.000039015027,0.000949005,0.0055001825,0.0075062313,0.9007045,0.016071139,0.001013048,0.05776794],"study_design_scores_gemma":[0.00044280113,0.018763915,0.01112511,0.00016690021,0.00008729568,0.0011447158,0.0045199003,0.025004433,0.9025911,0.010126211,0.025896227,0.00013140224],"about_ca_topic_score_codex":0.0005836817,"about_ca_topic_score_gemma":0.00063874444,"teacher_disagreement_score":0.007508577,"about_ca_system_score_codex":0.000295377,"about_ca_system_score_gemma":0.0003330625,"threshold_uncertainty_score":0.025118709},"labels":[],"label_agreement":null},{"id":"W4304959917","doi":"10.20533/978-1-913572-20-4_2","title":"Extended Realities to Extending Realities in Architectural Pedagogy","year":2022,"lang":"en","type":"book-chapter","venue":"Learning and teaching methodologies","topic":"Architecture and Computational 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":"Sociology; Pedagogy; Architectural engineering; Engineering","score_opus":0.06377800518617628,"score_gpt":0.3434966403779856,"score_spread":0.27971863519180934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304959917","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":[0.009986446,0.01727381,0.019899575,0.005872515,0.0007872268,0.000050805418,0.000022115586,0.00012339283,0.945984],"genre_scores_gemma":[0.4249635,0.027067726,0.020673295,0.002720211,0.0009310576,0.00022154358,0.000089697,0.0002206885,0.5231123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990928,0.0005385732,0.00002500198,0.00008073602,0.00018155422,0.000081361635],"domain_scores_gemma":[0.9992411,0.0004968792,0.000034997665,0.00010005492,0.00006145732,0.00006545512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007815314,0.00048564305,0.00022366212,0.0007383895,0.00140118,0.0041441256,0.00058166514,0.000941751,0.007135191],"category_scores_gemma":[0.0011738865,0.00019816493,0.000365214,0.00069569936,0.0097315265,0.004340469,0.003230362,0.0033969984,0.001110451],"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":[0.000006995818,0.000022711543,0.00009198657,0.00011890061,0.0000024053033,0.00011238554,0.007773891,0.00036898293,0.0003829572,0.9522261,0.007280955,0.031611744],"study_design_scores_gemma":[0.000005890422,0.000033741326,0.0005246948,0.00036047082,0.00000456779,0.00029171028,0.0040876465,0.0003891483,0.00038147485,0.20362224,0.7902878,0.000010674817],"about_ca_topic_score_codex":0.0026898845,"about_ca_topic_score_gemma":0.0053242953,"teacher_disagreement_score":0.007135191,"about_ca_system_score_codex":0.0027882154,"about_ca_system_score_gemma":0.0016670853,"threshold_uncertainty_score":0.023869574},"labels":[],"label_agreement":null},{"id":"W4306408328","doi":"10.1386/public_00128_7","title":"Artworks from BEING Studio","year":2022,"lang":"en","type":"article","venue":"Public","topic":"Architecture and Computational 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":"Studio; Art; Visual arts","score_opus":0.00886885639809972,"score_gpt":0.16591230133703566,"score_spread":0.15704344493893593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306408328","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":[0.008332714,0.003221451,0.0022263473,0.0017781511,0.0021241666,0.00015410018,0.0020317747,0.00056496024,0.9795664],"genre_scores_gemma":[0.03468044,0.004302346,0.0043782056,0.0006842173,0.00047342127,0.000084587795,0.0028908714,0.0008553785,0.9516506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991592,0.00006117559,0.000020290901,0.000066116816,0.0005236716,0.00016955679],"domain_scores_gemma":[0.99915516,0.00006379802,0.000018383518,0.00011590201,0.00022187822,0.00042494002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064395467,0.0009621213,0.0003669135,0.0029812355,0.00589558,0.0056652864,0.0009327622,0.00068902195,0.17033425],"category_scores_gemma":[0.0012116279,0.00038332303,0.00067279,0.003535765,0.0012364961,0.0014932937,0.003621104,0.0015803702,0.028443713],"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":[0.00007572775,0.00004621412,0.0007421579,0.00025747888,0.000008485673,0.0003676838,0.0054480038,0.0002698806,0.0017360484,0.010409782,0.8280828,0.15255569],"study_design_scores_gemma":[0.0000031170282,0.000010390044,0.0014011648,0.00008968963,0.0000025604518,0.00018967784,0.0010989805,0.00002763145,0.00014734939,0.0005240621,0.9964999,0.00000549664],"about_ca_topic_score_codex":0.05666651,"about_ca_topic_score_gemma":0.37664077,"teacher_disagreement_score":0.17033425,"about_ca_system_score_codex":0.0026163133,"about_ca_system_score_gemma":0.0039949887,"threshold_uncertainty_score":0.5698248},"labels":[],"label_agreement":null},{"id":"W4307098211","doi":"","title":"The Writer is the Architect. Editorialization and the Production of Digital Space","year":2018,"lang":"en","type":"preprint","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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 Montréal","funders":"","keywords":"Space (punctuation); Production (economics); Art; Computer science; Architectural engineering; Computer graphics (images); Visual arts; Engineering; Operating system; Economics","score_opus":0.003743621049360617,"score_gpt":0.15046714450664686,"score_spread":0.14672352345728623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307098211","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":[0.010908471,0.0044511436,0.029581616,0.13427275,0.07045322,0.00023940676,0.0006391289,0.0020696642,0.74738467],"genre_scores_gemma":[0.16115221,0.0031632658,0.011818768,0.006191272,0.007840811,0.000112234986,0.0002750627,0.0011196126,0.8083267],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99571484,0.0012078768,0.00021661552,0.0009120163,0.0017051394,0.0002435274],"domain_scores_gemma":[0.98486185,0.0030876133,0.0010254061,0.0022425696,0.0067382236,0.0020444063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040112436,0.00051010086,0.00037128793,0.0014111794,0.0042497255,0.0091712475,0.0010805165,0.0018429188,0.07175186],"category_scores_gemma":[0.025506059,0.00034415972,0.00030750025,0.0013164844,0.0042996756,0.004836483,0.0016457817,0.0022676857,0.030332772],"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":[0.00006238534,0.00004413299,0.0013016185,0.00022652252,0.000008806603,0.00054551515,0.0072483784,0.00018943431,0.001137097,0.24003538,0.6176978,0.13150302],"study_design_scores_gemma":[0.000006496266,0.000011017206,0.00039494957,0.00006997845,0.000005023287,0.00039693387,0.0017482238,0.0002889353,0.00053375657,0.009982267,0.98655057,0.000011887609],"about_ca_topic_score_codex":0.00481609,"about_ca_topic_score_gemma":0.0070299297,"teacher_disagreement_score":0.07175186,"about_ca_system_score_codex":0.0035839004,"about_ca_system_score_gemma":0.008378825,"threshold_uncertainty_score":0.24003386},"labels":[],"label_agreement":null},{"id":"W4312229779","doi":"10.51347/jum.v20i1.4849","title":"G. Strappa (2014) L’architettura come processo: il mondo plastico murario in divenire","year":2016,"lang":"it","type":"article","venue":"Urban Morphology","topic":"Architecture and Computational Design","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 Laval","funders":"","keywords":"Architectural engineering; Materials science; Engineering","score_opus":0.0091238690031235,"score_gpt":0.19980223471574504,"score_spread":0.19067836571262153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312229779","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017890971,0.15434645,0.06993391,0.1935881,0.01575339,0.000067730354,0.00091869134,0.0007311409,0.5467696],"genre_scores_gemma":[0.40927926,0.0993749,0.03302917,0.014466977,0.008010404,0.00013400523,0.00083173375,0.0011105303,0.43376297],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996387,0.000112405876,0.000011406233,0.000099028926,0.000095726085,0.00004272798],"domain_scores_gemma":[0.999403,0.00024493298,0.000034488636,0.00008691346,0.00015013377,0.0000805617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006784691,0.0007141349,0.0003225158,0.0013734357,0.0026666324,0.0033028994,0.00065305387,0.00225529,0.023395201],"category_scores_gemma":[0.0025061416,0.0003588211,0.00048147736,0.0013009376,0.0034129769,0.0045136455,0.0024805076,0.002850834,0.007024566],"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":[0.00007611905,0.000027519296,0.0015816257,0.00026716772,0.000022315857,0.00020966437,0.0037593262,0.0006414282,0.00043904388,0.41870698,0.44590816,0.12836061],"study_design_scores_gemma":[0.0000120782315,0.000016979644,0.0023616499,0.0003020831,0.000020415215,0.0004675142,0.0010925311,0.0005270654,0.0005136784,0.113452055,0.88120896,0.000025012601],"about_ca_topic_score_codex":0.008157525,"about_ca_topic_score_gemma":0.0144269485,"teacher_disagreement_score":0.023395201,"about_ca_system_score_codex":0.0013307952,"about_ca_system_score_gemma":0.0013435199,"threshold_uncertainty_score":0.07826477},"labels":[],"label_agreement":null},{"id":"W4312261992","doi":"10.1051/shsconf/202214704001","title":"Le continuum numérique n’existe pas : la projection architecturale comme discontinuité","year":2022,"lang":"fr","type":"article","venue":"SHS Web of Conferences","topic":"Architecture and Computational Design","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 Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.023520660881512286,"score_gpt":0.2354786136789321,"score_spread":0.21195795279741983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312261992","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":[0.049384832,0.003976843,0.63438666,0.013623631,0.0011668014,0.000048388276,0.00014678908,0.00032415157,0.29694194],"genre_scores_gemma":[0.8192085,0.004068042,0.12465155,0.0016551755,0.0005188262,0.00028853986,0.00012639211,0.00031380862,0.049169183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99877626,0.00035344268,0.000046318324,0.00026004895,0.00047185703,0.00009210418],"domain_scores_gemma":[0.99843484,0.00075155287,0.00012695711,0.00032497116,0.00022983551,0.0001318482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014252043,0.00044645197,0.0005064954,0.00094889605,0.0020360413,0.0053896215,0.00089503126,0.0017596773,0.0060929256],"category_scores_gemma":[0.0050239926,0.00035864566,0.00059946044,0.0011438625,0.01364997,0.007917173,0.0038632571,0.0035099487,0.0013529616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007051268,0.0000023160105,0.000103823666,0.000014721003,0.0000015924252,0.000021610304,0.0003048022,0.0007608713,0.00022355617,0.99430734,0.00038856018,0.0038636918],"study_design_scores_gemma":[0.0000119316965,0.000018947163,0.00017340273,0.00004660817,0.0000031438246,0.00009893502,0.0003185388,0.0043173293,0.00030623472,0.9454666,0.049224503,0.000013813226],"about_ca_topic_score_codex":0.0026564773,"about_ca_topic_score_gemma":0.0018654756,"teacher_disagreement_score":0.0060929256,"about_ca_system_score_codex":0.0018548719,"about_ca_system_score_gemma":0.0019081687,"threshold_uncertainty_score":0.020382881},"labels":[],"label_agreement":null},{"id":"W4312337817","doi":"10.52842/conf.ecaade.2022.2.507","title":"The A(fin)ne Pavilion - Pandemic adapted architectural studio fabrication","year":2022,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pavilion; Studio; Architecture; Computer science; Architectural engineering; Design studio; Engineering; Multimedia; Visual arts; Art; Civil engineering; Telecommunications","score_opus":0.011251852539407466,"score_gpt":0.20305390002369686,"score_spread":0.1918020474842894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312337817","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":[0.4385773,0.0005706283,0.14468744,0.003089457,0.0015644897,0.002943884,0.0011108397,0.0026341903,0.40482178],"genre_scores_gemma":[0.62798816,0.00032530614,0.20368713,0.00047819276,0.00010352567,0.0010133223,0.00053765986,0.00051760813,0.16534908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901915,0.0002776797,0.000019506368,0.00021276357,0.00023264,0.00023824527],"domain_scores_gemma":[0.9987809,0.00019141097,0.000037500846,0.0003354555,0.0001641568,0.00049049366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020551572,0.000471847,0.00022597346,0.0004881381,0.0021093385,0.0018449489,0.001490676,0.0009341883,0.022285556],"category_scores_gemma":[0.0018492048,0.00041973952,0.0004700598,0.0002634864,0.002021803,0.00068880396,0.004310759,0.0019419683,0.0033122888],"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":[0.001430276,0.0021880728,0.01566132,0.00091188174,0.000046507095,0.003549043,0.038935408,0.027064906,0.20468633,0.16477117,0.08753663,0.45321846],"study_design_scores_gemma":[0.00013746742,0.0019303667,0.018261319,0.00016581862,0.00001847107,0.001677095,0.007031053,0.008778823,0.029252883,0.01052016,0.92208934,0.00013729553],"about_ca_topic_score_codex":0.0039692353,"about_ca_topic_score_gemma":0.01851528,"teacher_disagreement_score":0.022285556,"about_ca_system_score_codex":0.0022133347,"about_ca_system_score_gemma":0.0041543613,"threshold_uncertainty_score":0.074552596},"labels":[],"label_agreement":null},{"id":"W4312418447","doi":"10.31101/jas.v2i2.2307","title":"Mengkaji Konsep Generatif Dalam Dunia Konstruksi Kontemporer Pada Bangunan Biosfer Montreal di Kanada","year":2021,"lang":"id","type":"article","venue":"JAS Journal of Architecture Students","topic":"Architecture and Computational 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":"Humanities; Art","score_opus":0.0061383603409002,"score_gpt":0.227899186127512,"score_spread":0.2217608257866118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312418447","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":[0.554839,0.004957212,0.03375899,0.0044267266,0.0010070793,0.00025324224,0.0008600925,0.0007116247,0.399186],"genre_scores_gemma":[0.6387125,0.0029668633,0.026125811,0.00061934296,0.000060428032,0.00016670876,0.0005815351,0.0004575452,0.33030927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938965,0.000070798815,0.00002401084,0.0001497154,0.00023226331,0.00013349201],"domain_scores_gemma":[0.99923,0.00009646374,0.00005874875,0.00008985854,0.00033505406,0.00018983672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006618469,0.0006709971,0.00039199414,0.00076376955,0.002922631,0.0035953682,0.000809347,0.00087264105,0.033709705],"category_scores_gemma":[0.0011390059,0.00046161396,0.00044211966,0.0009919939,0.0015398829,0.0016210597,0.002782441,0.0014788643,0.006743236],"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":[0.0011642083,0.0006130745,0.05142039,0.0017028629,0.00011620564,0.002814962,0.04096491,0.0031071964,0.19554576,0.07391047,0.033449125,0.5951909],"study_design_scores_gemma":[0.000054279288,0.0006412517,0.06958658,0.00037349167,0.00013293425,0.0011710912,0.029275078,0.0015253151,0.057739854,0.013706043,0.8256109,0.00018310267],"about_ca_topic_score_codex":0.019068373,"about_ca_topic_score_gemma":0.06285942,"teacher_disagreement_score":0.98093164,"about_ca_system_score_codex":0.0028764189,"about_ca_system_score_gemma":0.0043310495,"threshold_uncertainty_score":0.1127702},"labels":[],"label_agreement":null},{"id":"W4312542402","doi":"10.35483/acsa.aia.fallintercarbon.20.35","title":"ZERO HOUS[ING] 1:1 Prototype + Process: Collaborative and Experiential Education in the Global Housing and Climate Crisis","year":2020,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Carbon footprint; Architectural engineering; Process (computing); Sustainable design; Engineering; Sustainability; Computer science; Greenhouse gas","score_opus":0.006694896259948008,"score_gpt":0.25035685195727414,"score_spread":0.24366195569732613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312542402","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":[0.7774443,0.0003424624,0.063519806,0.010772364,0.0008068793,0.0019104928,0.00030887456,0.001720302,0.1431745],"genre_scores_gemma":[0.78746337,0.00056001975,0.14058931,0.002452073,0.00012632275,0.0014039603,0.00052428077,0.00056963786,0.06631099],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969074,0.0020429543,0.000047127312,0.00018284522,0.0003634065,0.0004561513],"domain_scores_gemma":[0.99779284,0.0007870714,0.000056560806,0.00020051457,0.0001787021,0.0009843166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064332266,0.0005001573,0.00026048353,0.00033074626,0.0025854118,0.0027916979,0.0019059387,0.0017208363,0.010088796],"category_scores_gemma":[0.0049120835,0.0002731851,0.00031052998,0.00025771017,0.0033853096,0.0029409803,0.0063515035,0.0024839065,0.0015299203],"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":[0.00067195273,0.01989614,0.0037616268,0.0008467847,0.000029738136,0.0021806387,0.30988878,0.003921195,0.025020717,0.07728173,0.14606272,0.410438],"study_design_scores_gemma":[0.0004560101,0.0064617633,0.006191216,0.0005956348,0.00003251437,0.0011737372,0.21341416,0.008205863,0.012642214,0.041034047,0.7096106,0.00018230954],"about_ca_topic_score_codex":0.00086389674,"about_ca_topic_score_gemma":0.0028072644,"teacher_disagreement_score":0.010088796,"about_ca_system_score_codex":0.0010346555,"about_ca_system_score_gemma":0.0025313485,"threshold_uncertainty_score":0.03402257},"labels":[],"label_agreement":null},{"id":"W4313341102","doi":"10.1007/978-981-10-1775-9","title":"Comfort and Perception in Architecture","year":2022,"lang":"en","type":"book","venue":"SpringerBriefs in architectural design and technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"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 Toronto","funders":"","keywords":"Perception; Architecture; Architectural design; Feature (linguistics); Architectural engineering; Computer science; Engineering; Psychology; Visual arts; Art; Linguistics; Philosophy; Neuroscience","score_opus":0.006117159595198264,"score_gpt":0.18887160276692858,"score_spread":0.1827544431717303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313341102","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":[0.008986146,0.08344823,0.017855447,0.006920196,0.0014297796,0.000014699847,0.00006680214,0.000086282416,0.8811924],"genre_scores_gemma":[0.39628386,0.03660697,0.0049349675,0.0017565921,0.0012378928,0.00006680781,0.0001160778,0.00014033003,0.5588565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998604,0.000049525515,0.0000041873345,0.000020005844,0.000044888187,0.000020880203],"domain_scores_gemma":[0.99991274,0.00004082336,0.0000050005065,0.000010399968,0.000016503254,0.000014598891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020048069,0.00065403804,0.00032862218,0.000404135,0.0007743023,0.003151866,0.00045086173,0.0010783513,0.017279524],"category_scores_gemma":[0.000625055,0.0002290424,0.00025929764,0.00078624487,0.0028667238,0.0032679697,0.0013151084,0.0016712825,0.001877679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027412236,0.000021622951,0.00021823501,0.00016262097,0.000009325067,0.00008688856,0.005184839,0.0013831315,0.00083039544,0.8252581,0.053432774,0.11338462],"study_design_scores_gemma":[0.0000064353053,0.00003775158,0.0020461048,0.00021522534,0.000008265721,0.0002044911,0.003853898,0.0017137886,0.00029597196,0.5724901,0.41910815,0.000019897725],"about_ca_topic_score_codex":0.0037210828,"about_ca_topic_score_gemma":0.00535467,"teacher_disagreement_score":0.017279524,"about_ca_system_score_codex":0.0011419408,"about_ca_system_score_gemma":0.00061156845,"threshold_uncertainty_score":0.057805777},"labels":[],"label_agreement":null},{"id":"W4318712036","doi":"10.2139/ssrn.4329504","title":"Growspace: A Reinforcement Learning Environment for Plant Architecture","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Architecture and Computational Design","field":"Engineering","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":"Université Laval","funders":"","keywords":"Reinforcement learning; Architecture; Reinforcement; Computer science; Artificial intelligence; Computer architecture; Engineering; Geography; Structural engineering","score_opus":0.005697605827617819,"score_gpt":0.18939316543412846,"score_spread":0.18369555960651063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318712036","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":[0.008626747,0.000100860874,0.9637991,0.0001009086,0.00006343332,0.00006742822,0.00041249994,0.021888781,0.0049402015],"genre_scores_gemma":[0.28990355,0.0002155922,0.69731987,0.00020864233,0.000041605956,0.0004752209,0.00092168,0.0034199087,0.0074939234],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997278,0.000099462086,0.000014288888,0.00005641898,0.00007708428,0.000024856938],"domain_scores_gemma":[0.99888474,0.000782968,0.00004313745,0.000121482815,0.00009024221,0.00007742018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070261594,0.0009505226,0.00062691676,0.00031367087,0.00035366864,0.00076566904,0.0024411934,0.0012214467,0.019950094],"category_scores_gemma":[0.002739841,0.00054980925,0.00079825474,0.00027179858,0.00058159727,0.0011309873,0.0016282689,0.0020724218,0.0027980984],"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":[0.0004607763,0.00020148908,0.0007342733,0.00028510496,0.00006767246,0.0002075849,0.0001473964,0.81741154,0.0056766607,0.02218078,0.012099721,0.14052698],"study_design_scores_gemma":[0.00005176425,0.000034685498,0.00004166767,0.0000081891385,0.000006082773,0.000021795424,0.0000060800353,0.9848232,0.0016898155,0.008642986,0.004665337,0.000008309314],"about_ca_topic_score_codex":0.002436078,"about_ca_topic_score_gemma":0.00484343,"teacher_disagreement_score":0.019950094,"about_ca_system_score_codex":0.00039856855,"about_ca_system_score_gemma":0.0006791031,"threshold_uncertainty_score":0.06673968},"labels":[],"label_agreement":null},{"id":"W4327915500","doi":"10.55232/1087002.13","title":"APLICAÇÃO DE MALHAS NA CONFIGURAÇÃO DE GEOMETRIAS COMPLEXAS DA ARQUITETURA","year":2023,"lang":"pt","type":"book-chapter","venue":"Instituto Scientia eBooks","topic":"Architecture and Computational Design","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":"HEC Montréal","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.060472326962591444,"score_gpt":0.262604129366531,"score_spread":0.20213180240393955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327915500","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1820925,0.00091614155,0.732638,0.0008456254,0.00021788209,0.00010543869,0.00021625827,0.004424821,0.078543276],"genre_scores_gemma":[0.7803945,0.0005334604,0.20277727,0.00011955444,0.000056321143,0.00008659226,0.00015397424,0.0006896246,0.0151887825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995152,0.00010662789,0.000021835003,0.00010564072,0.00020909225,0.000041642703],"domain_scores_gemma":[0.99835014,0.0008350449,0.00007431967,0.00040024242,0.00028501515,0.000055228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007226539,0.00063009874,0.0005596936,0.00060534803,0.00084621203,0.0028783784,0.0009197946,0.0008266526,0.016100004],"category_scores_gemma":[0.0047626705,0.00049048534,0.00056756556,0.00083566457,0.00093995506,0.0017451671,0.0012707919,0.0011099502,0.002076463],"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":[0.00039628064,0.00013411742,0.0036986538,0.00061316154,0.000059836926,0.00026612903,0.0015980158,0.20271863,0.121236645,0.2113504,0.0065058544,0.45142233],"study_design_scores_gemma":[0.00005696104,0.0001670682,0.0019179323,0.000084522115,0.00004575316,0.00043642902,0.0006908848,0.8303797,0.050361324,0.07450356,0.04130751,0.000048323956],"about_ca_topic_score_codex":0.001419992,"about_ca_topic_score_gemma":0.0023620315,"teacher_disagreement_score":0.016100004,"about_ca_system_score_codex":0.00093766564,"about_ca_system_score_gemma":0.00044105883,"threshold_uncertainty_score":0.05385995},"labels":[],"label_agreement":null},{"id":"W4360593316","doi":"10.1162/desi_r_00719","title":"Livable Proximity: Ideas for the City that Cares","year":2023,"lang":"en","type":"article","venue":"Design Issues","topic":"Architecture and Computational Design","field":"Engineering","cited_by":28,"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":"Icon; Citation; Library science; Carr; Download; Sociology; Media studies; Art history; Art; World Wide Web; Computer science","score_opus":0.06752620602371658,"score_gpt":0.2745966392658247,"score_spread":0.20707043324210817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360593316","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":[0.002934845,0.039302617,0.008484023,0.06980281,0.009932581,0.00008017006,0.00014870368,0.00068651215,0.8686277],"genre_scores_gemma":[0.08098446,0.029569518,0.008088439,0.014748049,0.002060978,0.00026289196,0.00030178652,0.00094580516,0.86303806],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99876815,0.0005422111,0.000031469976,0.0001160077,0.0003862788,0.00015592242],"domain_scores_gemma":[0.9994023,0.00013369219,0.00003314919,0.00005402796,0.00011554084,0.00026135947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013466624,0.0008963639,0.0003474803,0.0010591167,0.0054060873,0.01154757,0.0010896766,0.003534126,0.070336334],"category_scores_gemma":[0.0019334991,0.00035680237,0.00062995096,0.0012182884,0.008014803,0.008565191,0.007887748,0.0043359646,0.025050227],"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":[0.000031094583,0.000024971405,0.00020246708,0.00028770283,0.000007341104,0.00015768979,0.01111817,0.00013240725,0.00021418731,0.20165959,0.6976641,0.08850035],"study_design_scores_gemma":[0.000003437284,0.000009572957,0.0001438882,0.00020813003,0.0000027071073,0.00008071104,0.0037237164,0.0000207274,0.00003162363,0.0110212965,0.98474795,0.000006062953],"about_ca_topic_score_codex":0.005688307,"about_ca_topic_score_gemma":0.0130499555,"teacher_disagreement_score":0.070336334,"about_ca_system_score_codex":0.0044966717,"about_ca_system_score_gemma":0.0036845533,"threshold_uncertainty_score":0.23529851},"labels":[],"label_agreement":null},{"id":"W4362649845","doi":"10.1007/978-3-031-25906-7_122","title":"Emphatic Designs: Reclaiming Imagination in Architectural ‘Thinking’","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Architecture and Computational Design","field":"Engineering","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":"McGill University","funders":"","keywords":"Intuition; Design thinking; Vertical thinking; Critical systems thinking; Parallel thinking; Architecture; Perception; Imagination; Lateral thinking; Epistemology; Thinking processes; Meaning (existential); Creative thinking; Psychology; Critical thinking; Aesthetics; Cognitive science; Convergent thinking; Computer science; Creativity; Social psychology; Visual arts; Mathematics education; Art; Philosophy; Human–computer interaction","score_opus":0.021650872851901974,"score_gpt":0.22109150035681857,"score_spread":0.1994406275049166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362649845","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":[0.020176634,0.0031600718,0.19192386,0.05951419,0.0021019164,0.00006532084,0.000054630516,0.0003479729,0.7226555],"genre_scores_gemma":[0.8853949,0.0010962028,0.035890836,0.005316174,0.0009918674,0.00018766825,0.00006551562,0.0007192763,0.07033762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9933194,0.0051390696,0.00013205566,0.0004416649,0.0007142693,0.0002536128],"domain_scores_gemma":[0.99041617,0.006330328,0.00040837776,0.0013467609,0.0011417418,0.0003565965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062459214,0.001041514,0.00042266076,0.001390127,0.0040924326,0.009289856,0.0022329171,0.0040766317,0.0063097766],"category_scores_gemma":[0.013582701,0.0006793665,0.00043723875,0.000947656,0.057249308,0.015519573,0.005508321,0.009497427,0.0017304635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061819164,0.0000034853924,0.000027627697,0.000020442809,0.0000015178084,0.000028555625,0.011821156,0.0000757408,0.000105493986,0.9822428,0.003192064,0.002474878],"study_design_scores_gemma":[0.000020581596,0.000012475658,0.00005099545,0.00007877117,0.0000050772205,0.00016069869,0.0062748096,0.001044076,0.00047180022,0.84324145,0.14862633,0.000012931905],"about_ca_topic_score_codex":0.0012963162,"about_ca_topic_score_gemma":0.0017063285,"teacher_disagreement_score":0.009289856,"about_ca_system_score_codex":0.0031717962,"about_ca_system_score_gemma":0.0022410385,"threshold_uncertainty_score":0.033032},"labels":[],"label_agreement":null},{"id":"W4364381024","doi":"10.1007/s00004-023-00714-3","title":"Visual Proofs in Mathematics and Architecture","year":2023,"lang":"en","type":"article","venue":"Nexus Network Journal","topic":"Architecture and Computational Design","field":"Engineering","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":"Fonds de recherche du Québec – Nature et technologies","keywords":"Mathematical proof; Representation (politics); Computer science; Mathematics; Algebra over a field; Calculus (dental); Pure mathematics; Geometry","score_opus":0.007833330072756927,"score_gpt":0.22021918949834368,"score_spread":0.21238585942558674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364381024","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":[0.019501666,0.0050271335,0.76659614,0.01810178,0.0012228732,0.000053556698,0.0004122947,0.001608458,0.18747605],"genre_scores_gemma":[0.78840524,0.004115529,0.13996708,0.0015073776,0.001231395,0.00014774816,0.00043190797,0.0009485479,0.063245185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999183,0.00043885916,0.000041650943,0.00012050319,0.0001678517,0.000048146394],"domain_scores_gemma":[0.9964792,0.002394528,0.00018434353,0.00048051705,0.0003397342,0.000121679666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012103058,0.0007627815,0.0004924367,0.0017284357,0.0012225208,0.005424146,0.0011338822,0.0014479927,0.027588878],"category_scores_gemma":[0.008184754,0.00051931327,0.0005618326,0.00116163,0.0048859455,0.013567656,0.0021684996,0.0022633937,0.0027555763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005182413,0.0000028349007,0.00002524942,0.000025883786,0.000001923693,0.0000110342735,0.00010926004,0.0005325227,0.000072534815,0.9921657,0.0019239454,0.005123959],"study_design_scores_gemma":[0.00000423197,0.0000018803086,0.00001354136,0.0000146836655,0.0000019525378,0.000011838308,0.000039592698,0.0014225452,0.000103599355,0.98763907,0.010744655,0.0000023633256],"about_ca_topic_score_codex":0.0017179055,"about_ca_topic_score_gemma":0.0013897172,"teacher_disagreement_score":0.027588878,"about_ca_system_score_codex":0.0017987774,"about_ca_system_score_gemma":0.00077703083,"threshold_uncertainty_score":0.09229398},"labels":[],"label_agreement":null},{"id":"W4367016923","doi":"10.1007/978-3-031-25409-3_5","title":"Tangent Spaces","year":2023,"lang":"en","type":"book-chapter","venue":"Springer undergraduate mathematics series","topic":"Architecture and Computational Design","field":"Engineering","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 Toronto","funders":"","keywords":"Geometry; Tangent; Mathematics","score_opus":0.019744014970508466,"score_gpt":0.20157275939593425,"score_spread":0.1818287444254258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367016923","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":[0.00824603,0.0031386577,0.096562885,0.0014902268,0.001475637,0.000032342832,0.00079253246,0.00053315336,0.8877286],"genre_scores_gemma":[0.12646547,0.0046409504,0.022154756,0.0004515859,0.0011062832,0.00007466097,0.0013718768,0.00074121554,0.84299326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998097,0.00003188013,0.000008604519,0.000038705668,0.00009272644,0.000018448285],"domain_scores_gemma":[0.99984944,0.00002110695,0.000012972153,0.000030229377,0.00005650285,0.000029729965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020117078,0.00084115146,0.00047675532,0.0015524116,0.0008314989,0.002822072,0.0005042576,0.00048147413,0.045918044],"category_scores_gemma":[0.0005649574,0.00028344308,0.00030516178,0.0012872013,0.0011318842,0.0027398851,0.0011990103,0.002004327,0.015868928],"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":[0.0000041208536,0.000006345361,0.000028851213,0.000023556702,0.0000030016124,0.000012687278,0.00008057655,0.00022442931,0.00033048613,0.9541268,0.020973329,0.024185853],"study_design_scores_gemma":[0.0000037806153,0.000012134691,0.00014389656,0.000024312156,0.0000051213715,0.00011259488,0.00009797249,0.0016757951,0.0004965347,0.77745956,0.21995993,0.0000083774685],"about_ca_topic_score_codex":0.0010511817,"about_ca_topic_score_gemma":0.0009955866,"teacher_disagreement_score":0.045918044,"about_ca_system_score_codex":0.0007574665,"about_ca_system_score_gemma":0.0004999914,"threshold_uncertainty_score":0.15361118},"labels":[],"label_agreement":null},{"id":"W4367060287","doi":"10.5539/ach.v15n1p76","title":"Zeya Paper Reborn: Designing Modern Chinese Lamps Using Traditional Bamboo Paper in Wenzhou, China","year":2023,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Yuhan","keywords":"China; Papermaking; Exhibition; Connotation; Modernity; Appeal; Industrialisation; Pillar; Cultural heritage; Economy; Engineering; Political science; History; Economics; Law; Archaeology; Pulp and paper industry; Mechanical engineering","score_opus":0.017838373076913442,"score_gpt":0.19946682028970622,"score_spread":0.18162844721279278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367060287","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":[0.87813824,0.0003571336,0.09915349,0.0003691978,0.000048816346,0.00015371744,0.000029739722,0.0002738661,0.021475874],"genre_scores_gemma":[0.92816883,0.00041497505,0.05923966,0.00006299113,0.000006508456,0.00007915701,0.000030011508,0.00008588956,0.011911928],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999863,0.00004311505,0.0000050337694,0.00002601794,0.00003716952,0.000025578003],"domain_scores_gemma":[0.99994516,0.000017362789,0.0000052533105,0.000007849972,0.000012390119,0.000012036996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037341967,0.00040841164,0.00018361853,0.00025073768,0.0007782499,0.0007576058,0.0005062712,0.00039932615,0.001695809],"category_scores_gemma":[0.00029840934,0.00025152613,0.00031538488,0.00026105836,0.00063317973,0.0005970744,0.0006541518,0.00019693586,0.00019748193],"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":[0.00044549775,0.00034450454,0.020708898,0.0015463391,0.00014106787,0.004562144,0.030518686,0.18396372,0.32202318,0.044823576,0.0064048604,0.38451752],"study_design_scores_gemma":[0.00023581443,0.0026716257,0.040166657,0.00028026555,0.000478524,0.0018445806,0.033198673,0.50331175,0.17398512,0.018263752,0.22528207,0.00028118983],"about_ca_topic_score_codex":0.0039419997,"about_ca_topic_score_gemma":0.009188939,"teacher_disagreement_score":0.0039419997,"about_ca_system_score_codex":0.00067841704,"about_ca_system_score_gemma":0.0008533359,"threshold_uncertainty_score":0.00783813},"labels":[],"label_agreement":null},{"id":"W4367665109","doi":"10.1162/thld_a_00803","title":"Steaming in Plain Sight","year":2023,"lang":"en","type":"article","venue":"Thresholds","topic":"Architecture and Computational 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; Bachelor; Estate; Resource (disambiguation); Treasure; Architectural engineering; Engineering; Library science; Geography; Visual arts; Art; Computer science; Political science; Archaeology; Law","score_opus":0.011430550138474552,"score_gpt":0.21298302581916598,"score_spread":0.20155247568069143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367665109","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":[0.0054948716,0.0021797179,0.00048909534,0.015274875,0.020021744,0.00009283182,0.0065599848,0.0013052552,0.94858164],"genre_scores_gemma":[0.013506855,0.0010002845,0.00027961002,0.0026644517,0.0013147895,0.000031649066,0.0036679967,0.00046458404,0.97706974],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996505,0.000032269552,0.000012253385,0.000050894578,0.00012643031,0.00012759886],"domain_scores_gemma":[0.9993635,0.00002841763,0.000024346977,0.000037865953,0.0002112801,0.00033472644],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004599901,0.00055352255,0.0003484742,0.00064773555,0.0034895227,0.0046026264,0.00048029263,0.0017603993,0.5071274],"category_scores_gemma":[0.001400519,0.00021432585,0.00044701537,0.00072446355,0.00058376597,0.0025632642,0.0027841998,0.0027072025,0.20931633],"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":[0.000049594702,0.00002310469,0.0006943475,0.00005364174,0.0000031813777,0.00021095735,0.00016406843,0.000025181715,0.00021273685,0.0024419934,0.97172225,0.024399014],"study_design_scores_gemma":[0.0000036551014,0.000013202278,0.0010500939,0.000038982434,0.000001086557,0.000042402247,0.00029382456,0.000018237448,0.000057348076,0.00025575902,0.9982217,0.0000036316342],"about_ca_topic_score_codex":0.018614443,"about_ca_topic_score_gemma":0.071784474,"teacher_disagreement_score":0.5071274,"about_ca_system_score_codex":0.0014582938,"about_ca_system_score_gemma":0.0020150621,"threshold_uncertainty_score":0.70302296},"labels":[],"label_agreement":null},{"id":"W4367725688","doi":"10.1007/978-3-031-14160-7_2","title":"Bioptemes and Mechy Max Systems: Topological Imaginations of Adaptive Architecture","year":2023,"lang":"en","type":"book-chapter","venue":"Springer series in adaptive environments","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Architecture; Computer science; Topology (electrical circuits); Geography; Engineering; Electrical engineering; Archaeology","score_opus":0.015430642661635066,"score_gpt":0.1933515077059139,"score_spread":0.17792086504427881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367725688","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":[0.015105394,0.044276748,0.1980206,0.012741261,0.0023213963,0.00003809968,0.00012882712,0.00034128712,0.72702634],"genre_scores_gemma":[0.5620546,0.039095107,0.08687272,0.0026548093,0.0029592724,0.00028190657,0.0002223227,0.0003754314,0.30548388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999119,0.000031905984,0.0000032957914,0.000015718275,0.000028803499,0.000008266976],"domain_scores_gemma":[0.99986017,0.000079870726,0.000008745131,0.000016540926,0.000019638603,0.000015043014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030009833,0.00044160683,0.00026006912,0.00048811064,0.0006042643,0.003007188,0.00045362333,0.0010759588,0.0060998453],"category_scores_gemma":[0.0007174887,0.00023749848,0.00019886073,0.00050468434,0.004633,0.0035290634,0.0009414747,0.0016218603,0.0013184104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002360336,0.000001941441,0.000015564881,0.000016336766,9.779828e-7,0.000007806225,0.00012263085,0.0006120463,0.0001952569,0.9905715,0.0031438214,0.005309833],"study_design_scores_gemma":[0.0000023555522,0.0000054896245,0.00007348805,0.000022710328,0.0000012764556,0.00003693492,0.000104726765,0.0020985934,0.00017495049,0.933819,0.0636559,0.0000046132627],"about_ca_topic_score_codex":0.0005548238,"about_ca_topic_score_gemma":0.00062440755,"teacher_disagreement_score":0.0060998453,"about_ca_system_score_codex":0.00078247965,"about_ca_system_score_gemma":0.0004680132,"threshold_uncertainty_score":0.020406008},"labels":[],"label_agreement":null},{"id":"W4377203794","doi":"10.1353/cye.2012.0018","title":"Nessie the Hydraulophone: A Water-Driven Musical Object for Children","year":2012,"lang":"en","type":"article","venue":"Children Youth and Environments","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Experiential learning; Musical; Object (grammar); Variety (cybernetics); Computer science; Visual arts; Multimedia; Psychology; Mathematics education; Art; Artificial intelligence","score_opus":0.0067026743179573935,"score_gpt":0.17349052728702938,"score_spread":0.16678785296907198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377203794","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":[0.42709765,0.005014713,0.29915485,0.006506482,0.0012968403,0.0011162271,0.0014546758,0.0061592152,0.25219935],"genre_scores_gemma":[0.4650158,0.0054879654,0.35256985,0.0012838516,0.00010555922,0.0014884137,0.000932015,0.00093965814,0.1721769],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996927,0.00007929326,0.00001734854,0.000043315904,0.00013056591,0.00003669528],"domain_scores_gemma":[0.99973994,0.00008161023,0.000020550127,0.000026196627,0.000044841327,0.00008697146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009320519,0.0006172127,0.00024590298,0.0004866171,0.0011805862,0.0012224365,0.0006888975,0.0006681902,0.0068748477],"category_scores_gemma":[0.0009831557,0.00030078378,0.0003558129,0.00023005992,0.0016416922,0.0016029029,0.0033299127,0.0010254009,0.0009792406],"study_design_candidate":"bench_or_experimental","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":[0.00045060966,0.00043477482,0.012254404,0.0017375384,0.00003936982,0.0033844463,0.03290596,0.0025840395,0.07841969,0.19473936,0.10907846,0.56397146],"study_design_scores_gemma":[0.00004621943,0.00041482167,0.0071111354,0.0003805556,0.000026281246,0.0029040559,0.003795679,0.001624548,0.012220715,0.005563284,0.96582365,0.00008913669],"about_ca_topic_score_codex":0.0023993226,"about_ca_topic_score_gemma":0.0083413655,"teacher_disagreement_score":0.0068748477,"about_ca_system_score_codex":0.00054614164,"about_ca_system_score_gemma":0.0014162692,"threshold_uncertainty_score":0.02299869},"labels":[],"label_agreement":null},{"id":"W4377249579","doi":"10.1063/5.0113272","title":"Similitude analysis and model fabrication of aeriel hoverboard","year":2023,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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 Waterloo","funders":"","keywords":"Similitude; Computer science; Fabrication; Artificial intelligence","score_opus":0.017254659750514535,"score_gpt":0.22875150741151656,"score_spread":0.21149684766100202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377249579","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":[0.6053865,0.00016337592,0.34016103,0.00037760555,0.00008949011,0.00010586144,0.00041502362,0.001618387,0.051682748],"genre_scores_gemma":[0.971582,0.00003670117,0.02419586,0.000018667448,0.000003901266,0.000024230892,0.00011370842,0.00012497709,0.0038999906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998505,0.000018953091,0.000006551112,0.00003199336,0.000066064385,0.000025983494],"domain_scores_gemma":[0.99975556,0.00007387808,0.000025610252,0.00007372634,0.00006054745,0.000010700506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021880108,0.00031424558,0.00035106676,0.0002802604,0.00048090194,0.0008798757,0.00071954157,0.0008216133,0.004678721],"category_scores_gemma":[0.0007461946,0.00029171334,0.0003666383,0.00025332274,0.00051795185,0.0005470836,0.0003034093,0.0003715014,0.00049496355],"study_design_candidate":"bench_or_experimental","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":[0.00009924407,0.00008791698,0.0012642341,0.00007864527,0.000015454158,0.00015628494,0.00023780752,0.90464777,0.05430138,0.023050442,0.0011028785,0.014957979],"study_design_scores_gemma":[0.000009587963,0.00003445134,0.0004885125,0.000003214783,0.0000033387225,0.00002518433,0.00004952342,0.9831887,0.013735008,0.001292526,0.0011625992,0.0000073268493],"about_ca_topic_score_codex":0.0037396639,"about_ca_topic_score_gemma":0.0032042284,"teacher_disagreement_score":0.004678721,"about_ca_system_score_codex":0.0007724819,"about_ca_system_score_gemma":0.0005714358,"threshold_uncertainty_score":0.015651882},"labels":[],"label_agreement":null},{"id":"W4377250164","doi":"10.4995/vibrarch2022.2022.15243","title":"Agile architecture: How do we design for time?","year":2022,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Flexibility (engineering); Agile software development; Computer science; Architecture; Built environment; Legislation; Embodied cognition; Architectural engineering; Process management; Risk analysis (engineering); Business; Engineering; Software engineering; Political science; Artificial intelligence; Civil engineering; Economics","score_opus":0.011750189235141286,"score_gpt":0.19244498268433613,"score_spread":0.18069479344919484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377250164","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":[0.024991233,0.028911918,0.34758207,0.28095013,0.005517673,0.00035376562,0.000191852,0.0012147983,0.31028655],"genre_scores_gemma":[0.686243,0.027038803,0.19649224,0.022008685,0.0013603402,0.0010880235,0.00033902886,0.0015987832,0.06383108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.983014,0.0114985,0.0005588713,0.001154891,0.0023235185,0.0014502123],"domain_scores_gemma":[0.98800814,0.004435992,0.000909999,0.002286216,0.0021666926,0.0021930172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016362315,0.00129905,0.00067153055,0.0021325517,0.0070581217,0.020871162,0.0025316388,0.004979996,0.008306],"category_scores_gemma":[0.02271473,0.0008808446,0.00078419916,0.0021531854,0.030854031,0.028190665,0.008329888,0.008189474,0.004504322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002551439,0.000056103,0.0019238916,0.00034936736,0.000048942544,0.0001754869,0.02516172,0.002160706,0.0004552435,0.86617374,0.02804495,0.07542436],"study_design_scores_gemma":[0.000021426624,0.00005638395,0.00046306342,0.0007707202,0.000024834442,0.00020689184,0.01697756,0.0013517495,0.0003603086,0.5213893,0.45832467,0.000053109594],"about_ca_topic_score_codex":0.0056636534,"about_ca_topic_score_gemma":0.0052064136,"teacher_disagreement_score":0.020871162,"about_ca_system_score_codex":0.0059804865,"about_ca_system_score_gemma":0.009480055,"threshold_uncertainty_score":0.08653319},"labels":[],"label_agreement":null},{"id":"W4377250218","doi":"10.4995/vibrarch2022.2022.15225","title":"Design efficacy at a distance: Collaboration between remote design teams","year":2022,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Flexibility (engineering); Knowledge management; Computer science; Best practice; Work (physics); Design studio; Studio; Engineering management; Engineering; Telecommunications","score_opus":0.015913318637170937,"score_gpt":0.22797665137283932,"score_spread":0.21206333273566838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377250218","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":[0.5560571,0.0031699026,0.0811884,0.034698725,0.0010264363,0.0009127073,0.00006480228,0.0005215747,0.32236034],"genre_scores_gemma":[0.98006815,0.0005521646,0.009586814,0.0016755965,0.00012139004,0.0003500252,0.000037659254,0.00009348672,0.007514743],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.864579,0.113521755,0.0024837994,0.0074455375,0.007749414,0.004220506],"domain_scores_gemma":[0.89940566,0.06109507,0.0090763215,0.012542877,0.00664919,0.011230883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051898535,0.00081419514,0.0009075319,0.0028419963,0.015782673,0.018110698,0.0035137564,0.0043961625,0.0140722785],"category_scores_gemma":[0.07986397,0.00092148583,0.001113613,0.0011039164,0.018832728,0.017787736,0.03367846,0.005680572,0.0029689076],"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":[0.00022170303,0.0008463945,0.020075211,0.001132081,0.00016197571,0.0014687176,0.74734825,0.001103913,0.0022676736,0.076443955,0.011296104,0.13763411],"study_design_scores_gemma":[0.0002885413,0.0019578051,0.014321478,0.0027435054,0.00020729445,0.0017227953,0.6774983,0.002746457,0.0016456778,0.07778953,0.21890233,0.00017631888],"about_ca_topic_score_codex":0.0008150432,"about_ca_topic_score_gemma":0.0008238279,"teacher_disagreement_score":0.051898535,"about_ca_system_score_codex":0.003193093,"about_ca_system_score_gemma":0.007375231,"threshold_uncertainty_score":0.27446902},"labels":[],"label_agreement":null},{"id":"W4378446462","doi":"10.2352/issn.2169-4451.2004.20.1.art00021_2","title":"From DReAM to Dollars","year":2004,"lang":"en","type":"article","venue":"Technical programs and proceedings/Technical program and proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Digital printing; Manufacturing engineering; Quality (philosophy); Dream; Production (economics); Session (web analytics); Computer science; Digitization; Engineering; Engineering management; Telecommunications; Engineering drawing; World Wide Web","score_opus":0.010156246727022838,"score_gpt":0.23524956841090397,"score_spread":0.22509332168388113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378446462","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":[0.002316672,0.0053091818,0.005406654,0.096019626,0.014943721,0.00007492364,0.0011949653,0.001510404,0.87322384],"genre_scores_gemma":[0.044705827,0.008354507,0.005337011,0.03013854,0.002901586,0.00019988719,0.0021358156,0.0019298125,0.9042971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977022,0.000567279,0.00008263655,0.0002782881,0.0009505139,0.0004191039],"domain_scores_gemma":[0.9977447,0.00026464247,0.000071364426,0.0002872941,0.0006460919,0.0009859052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021686968,0.0008371645,0.0005451358,0.0010603282,0.0038693321,0.015024137,0.0019994979,0.0027956753,0.26093155],"category_scores_gemma":[0.009525814,0.0003706729,0.00042796013,0.0014354781,0.0029500872,0.015605733,0.008027235,0.0063547785,0.119739875],"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":[0.000047676356,0.000024922454,0.00012813996,0.00007025408,0.000003274091,0.00006169514,0.00036295294,0.00007050235,0.00011006826,0.19109046,0.744772,0.063258015],"study_design_scores_gemma":[0.0000029328746,0.000009090315,0.00005245518,0.000051888277,6.737267e-7,0.000048228303,0.00044729275,0.000028803846,0.000050699437,0.013814296,0.9854887,0.0000049362707],"about_ca_topic_score_codex":0.002950268,"about_ca_topic_score_gemma":0.0034169788,"teacher_disagreement_score":0.26093155,"about_ca_system_score_codex":0.0036157507,"about_ca_system_score_gemma":0.0032051727,"threshold_uncertainty_score":0.872903},"labels":[],"label_agreement":null},{"id":"W4378605797","doi":"10.1353/cye.2003.0006","title":"Designing for PlayBarbara Hendricks","year":2003,"lang":"en","type":"article","venue":"Children Youth and Environments","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Context (archaeology); Variety (cybernetics); Sociology; MAGIC (telescope); Computer science; History; Artificial intelligence","score_opus":0.006964013371701162,"score_gpt":0.16365580923192322,"score_spread":0.15669179586022206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378605797","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":[0.0077824723,0.06423493,0.013467698,0.013644058,0.0050875903,0.00028233125,0.00079185877,0.001509179,0.89319986],"genre_scores_gemma":[0.026862737,0.037345096,0.015465452,0.0033791042,0.00031913104,0.000218803,0.0005991119,0.00046027676,0.9153502],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99973315,0.000070420276,0.000012716774,0.000058995774,0.000094422096,0.000030235838],"domain_scores_gemma":[0.99985456,0.000050862454,0.000010638437,0.00001064411,0.00004514711,0.00002807282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048407054,0.000854265,0.0004394433,0.0007572439,0.0019637183,0.0027070788,0.0004815905,0.00085063657,0.06588988],"category_scores_gemma":[0.00074036804,0.00044214702,0.00028235692,0.00061189145,0.00071881304,0.0023480332,0.0012277828,0.0017387477,0.02129773],"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":[0.00002294254,0.000052827138,0.0005637786,0.0003804417,0.0000061662267,0.00028758682,0.0056579737,0.00013191949,0.0009709348,0.021194065,0.80141985,0.16931151],"study_design_scores_gemma":[0.0000019279596,0.000014015153,0.00054944697,0.00032162355,0.0000047239364,0.00031198995,0.0011462292,0.000033525033,0.00017637691,0.0010332047,0.9964024,0.000004480482],"about_ca_topic_score_codex":0.005633745,"about_ca_topic_score_gemma":0.015701033,"teacher_disagreement_score":0.06588988,"about_ca_system_score_codex":0.000986495,"about_ca_system_score_gemma":0.0009032587,"threshold_uncertainty_score":0.22042358},"labels":[],"label_agreement":null},{"id":"W4378903989","doi":"10.36253/techne-13656","title":"Harnessing the natural intelligence of wood to improve passive ventilation in buildings","year":2023,"lang":"en","type":"article","venue":"TECHNE - Journal of Technology for Architecture and Environment","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"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 Waterloo","funders":"European Regional Development Fund; University of Waterloo; Università degli Studi di Perugia; Regione Umbria; Università degli Studi di Firenze","keywords":"Architectural engineering; Natural ventilation; Natural (archaeology); Environmental science; Natural materials; Relation (database); Adaptation (eye); Computer science; Ventilation (architecture); Engineering; Materials science; Mechanical engineering","score_opus":0.005077005038476812,"score_gpt":0.20994295671270405,"score_spread":0.20486595167422725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378903989","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":[0.7411594,0.0033643788,0.23569334,0.00016959592,0.00006150282,0.000023540997,0.000043719472,0.00034511852,0.019139439],"genre_scores_gemma":[0.97980326,0.0006286862,0.017796375,0.000018264422,0.000007737671,0.0000088186225,0.000013132205,0.000016668975,0.0017070103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999696,0.000005548494,0.0000011995775,0.0000057067764,0.000011547216,0.0000063963103],"domain_scores_gemma":[0.9999757,0.000007982668,0.000005213771,0.0000046173004,0.0000029621228,0.0000034744987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056021785,0.00013131686,0.00010523672,0.00011612888,0.00010199449,0.00031559542,0.00014189977,0.00019620678,0.00076067494],"category_scores_gemma":[0.00008095081,0.00009684685,0.00010675678,0.00010256533,0.00028536035,0.00032846836,0.00030948105,0.00016401599,0.0001875748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003076753,0.000038866026,0.00060574256,0.00015985878,0.000009086705,0.000117156575,0.00009853875,0.036533713,0.9037012,0.008669843,0.00017931803,0.049855895],"study_design_scores_gemma":[0.00002081243,0.0006889678,0.006720465,0.00007367446,0.00004037774,0.0007093093,0.00025547665,0.25617033,0.6825163,0.019110415,0.03363051,0.00006342504],"about_ca_topic_score_codex":0.00014065839,"about_ca_topic_score_gemma":0.0004035481,"teacher_disagreement_score":0.00076067494,"about_ca_system_score_codex":0.000076031894,"about_ca_system_score_gemma":0.0000918215,"threshold_uncertainty_score":0.002544701},"labels":[],"label_agreement":null},{"id":"W4379374429","doi":"10.21838/uhpc.16706","title":"Successes and Challenges of Two Experienced Canadian Architectural UHPC Precasters","year":2023,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Presentation (obstetrics); Architecture; Architectural engineering; Key (lock); Engineering; Architectural design; Computer science; Construction engineering; Visual arts","score_opus":0.02363410178283353,"score_gpt":0.23240506469995112,"score_spread":0.20877096291711758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379374429","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":[0.88134545,0.001544447,0.0040799133,0.00612648,0.00031772215,0.00023361268,0.00030033485,0.00026637534,0.10578577],"genre_scores_gemma":[0.8301652,0.0020524738,0.0062891385,0.0010714623,0.000054902117,0.000087259716,0.00038663353,0.00028307355,0.15960974],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99139714,0.0007589016,0.00014220132,0.0006786631,0.0046934676,0.0023296396],"domain_scores_gemma":[0.99339736,0.0005265475,0.00020715532,0.00044936873,0.0024772987,0.0029423297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003511889,0.0014557469,0.0006087155,0.001927795,0.018830556,0.006351296,0.0028848147,0.0031045233,0.009017058],"category_scores_gemma":[0.005491089,0.0012216165,0.00068659405,0.0018949385,0.009132603,0.0017224647,0.0071476162,0.0040881727,0.0023585912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005751491,0.0010778565,0.047424506,0.0006085083,0.00010740861,0.018732639,0.46545765,0.0058785034,0.017747378,0.039386425,0.094959944,0.30804402],"study_design_scores_gemma":[0.000019447632,0.0005377497,0.028514616,0.00031505423,0.000059752412,0.0041367826,0.34853637,0.0020320055,0.007494893,0.0014420741,0.6065225,0.0003887919],"about_ca_topic_score_codex":0.618787,"about_ca_topic_score_gemma":0.88066566,"teacher_disagreement_score":0.381213,"about_ca_system_score_codex":0.016766991,"about_ca_system_score_gemma":0.026734626,"threshold_uncertainty_score":0.7669161},"labels":[],"label_agreement":null},{"id":"W4379912124","doi":"10.1080/13602365.2023.2213559","title":"Un-making architecture: an introduction to a critical framework","year":2023,"lang":"en","type":"article","venue":"The Journal of Architecture","topic":"Architecture and Computational Design","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":"University of Toronto","funders":"","keywords":"Architecture; Architectural engineering; Sociology; Computer science; Engineering; History; Archaeology","score_opus":0.00841853941568384,"score_gpt":0.26119485165411677,"score_spread":0.25277631223843294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379912124","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006159929,0.3079611,0.112274215,0.20539023,0.025503557,0.000273301,0.0002642654,0.00028450604,0.34188884],"genre_scores_gemma":[0.47426814,0.30274326,0.082785815,0.030409155,0.043450512,0.001738934,0.0004822191,0.0011447063,0.062977254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9936679,0.004506881,0.00025888823,0.00044423997,0.0006985361,0.0004235593],"domain_scores_gemma":[0.98339224,0.014502716,0.00043123565,0.0004485963,0.0007766191,0.00044857597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010145652,0.0017306859,0.0011024715,0.006971698,0.009299551,0.016878035,0.0025850367,0.0060482044,0.007498633],"category_scores_gemma":[0.009571163,0.00068868423,0.0012720895,0.005538546,0.052828576,0.020956095,0.0062069427,0.011347652,0.0011154759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055542646,0.000009264125,0.00006915291,0.00010327187,0.0000035095713,0.000052774998,0.006374461,0.00023677119,0.00003557471,0.9745052,0.013016196,0.0055882744],"study_design_scores_gemma":[0.000005417666,0.000013366542,0.00017840389,0.0007815459,0.000004165675,0.0001167166,0.0057140444,0.00048710319,0.00006494337,0.638885,0.35372534,0.000023957637],"about_ca_topic_score_codex":0.006315316,"about_ca_topic_score_gemma":0.0075371116,"teacher_disagreement_score":0.016878035,"about_ca_system_score_codex":0.014749512,"about_ca_system_score_gemma":0.006444923,"threshold_uncertainty_score":0.10701573},"labels":[],"label_agreement":null},{"id":"W4380449543","doi":"10.52202/069179-0129","title":"STRUCTURAL AND LIFE CYCLE ANALYSES FOR A TIMBER-CONCRETE HYBRID BUILDING","year":2023,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":false,"ca_institutions":"University of Northern British Columbia","funders":"Centre Scientifique et Technique du Bâtiment; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Architectural engineering; Computer science; Structural engineering; Construction engineering; Engineering","score_opus":0.02817910059429781,"score_gpt":0.2860755676942526,"score_spread":0.2578964670999548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380449543","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":[0.9932939,0.00005662467,0.0045428947,0.00001150151,0.0000024109625,0.0000100416255,0.000310105,0.000020003323,0.0017526181],"genre_scores_gemma":[0.9981469,0.000023755998,0.0011626328,0.0000018970112,4.5628065e-7,0.000007688914,0.00023471318,0.000004584469,0.00041725134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999492,0.0000088941,0.0000025386696,0.000008582231,0.000016793678,0.000014048688],"domain_scores_gemma":[0.99989223,0.00003754562,0.000017276709,0.000009882538,0.00003451888,0.000008422629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020327244,0.00031790376,0.00014086642,0.0008117568,0.00022035534,0.00019128917,0.00025588172,0.00026043662,0.0018838655],"category_scores_gemma":[0.00021759691,0.00012595982,0.0005298359,0.00040349615,0.00017976711,0.0002166184,0.00016169852,0.00015477873,0.0001498447],"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":[0.00008374421,0.000062095816,0.02181363,0.000058488597,0.000034268636,0.00014297853,0.000058112848,0.9441181,0.020240607,0.001242732,0.00017971227,0.011965574],"study_design_scores_gemma":[0.0000064323326,0.00015489035,0.023770945,0.0000047519275,0.000027892936,0.0000485049,0.0000871235,0.97025776,0.004682923,0.00050116656,0.0004457595,0.000011947963],"about_ca_topic_score_codex":0.014626188,"about_ca_topic_score_gemma":0.016716981,"teacher_disagreement_score":0.014626188,"about_ca_system_score_codex":0.0004948593,"about_ca_system_score_gemma":0.00028928963,"threshold_uncertainty_score":0.02908206},"labels":[],"label_agreement":null},{"id":"W4380874579","doi":"10.3138/ctr.129.004","title":"Kenaxis and Diamond: Tools for Theatre Artists","year":2007,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sound (geography); Improvisation; Set (abstract data type); Sound design; Software; Process (computing); Computer science; Space (punctuation); Gesture; Power (physics); Visual arts; Human–computer interaction; Engineering; Acoustics; Art; Artificial intelligence","score_opus":0.013645745856561028,"score_gpt":0.22869597559154425,"score_spread":0.21505022973498322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380874579","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":[0.013496909,0.030555516,0.43353724,0.010722763,0.00308608,0.00022292661,0.0003480632,0.0058416915,0.5021888],"genre_scores_gemma":[0.2243162,0.020316921,0.45270127,0.0015938997,0.0006338885,0.00052237615,0.00064722606,0.0031542152,0.29611412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982957,0.0007105865,0.00008262849,0.00014302731,0.0006007599,0.00016728797],"domain_scores_gemma":[0.9981871,0.0007597446,0.0000814656,0.00035596118,0.00031718655,0.0002984461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024089757,0.0009570286,0.00033736182,0.0017639282,0.002306831,0.0061615705,0.0017130238,0.001505125,0.03405342],"category_scores_gemma":[0.005019285,0.00044838764,0.00059957587,0.0013863813,0.0046111387,0.0046228427,0.0042033657,0.0016962641,0.006496113],"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":[0.00014437949,0.000022587057,0.00037668922,0.0007255611,0.000017669605,0.00018676186,0.0052894517,0.0014254937,0.0029689546,0.52789855,0.11402781,0.34691614],"study_design_scores_gemma":[0.000020296231,0.000025501937,0.00022849055,0.00022099078,0.0000068042427,0.00029431385,0.001216065,0.0008863817,0.0006803101,0.035291653,0.96110785,0.000021333184],"about_ca_topic_score_codex":0.008872793,"about_ca_topic_score_gemma":0.014689217,"teacher_disagreement_score":0.03405342,"about_ca_system_score_codex":0.0027438344,"about_ca_system_score_gemma":0.0019496239,"threshold_uncertainty_score":0.11392003},"labels":[],"label_agreement":null},{"id":"W4380886163","doi":"10.4324/9781003372080","title":"Architectural Drawings as Investigating Devices","year":2023,"lang":"en","type":"book","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Hellenic Foundation for Research and Innovation; National Technical University of Athens; National and Kapodistrian University of Athens","keywords":"Computer science","score_opus":0.013501396595166722,"score_gpt":0.2171066273430047,"score_spread":0.20360523074783798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380886163","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":[0.003759563,0.004884811,0.020297652,0.001985707,0.00075523055,0.000054146738,0.00009912508,0.00020015091,0.96796376],"genre_scores_gemma":[0.22958633,0.011706255,0.027985428,0.0011086733,0.00031346214,0.0002770416,0.00038494167,0.00045879095,0.7281791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987435,0.00069317437,0.000028492099,0.00008786796,0.00037872876,0.00006828169],"domain_scores_gemma":[0.99931383,0.00038676563,0.00003806933,0.00012035254,0.00010478881,0.000036127632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068727153,0.0008595192,0.0002269609,0.001690965,0.0019416857,0.008610381,0.00076411536,0.0013422634,0.01358518],"category_scores_gemma":[0.0021342025,0.00038552022,0.00032826522,0.0025666433,0.00898303,0.0061186766,0.0021848122,0.0023017062,0.0031687461],"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":[0.000002768739,0.0000017141821,0.000022094731,0.000030701485,7.9651966e-7,0.000029049099,0.0019857031,0.00029998284,0.00011889396,0.97714126,0.009316577,0.011050486],"study_design_scores_gemma":[0.0000032007445,0.0000075777266,0.00007466334,0.00011552323,0.0000030982587,0.000104894694,0.0017536687,0.0004878754,0.00023211395,0.11919517,0.87801516,0.000006950517],"about_ca_topic_score_codex":0.002863818,"about_ca_topic_score_gemma":0.0038901342,"teacher_disagreement_score":0.01358518,"about_ca_system_score_codex":0.002280286,"about_ca_system_score_gemma":0.0013238412,"threshold_uncertainty_score":0.045446932},"labels":[],"label_agreement":null},{"id":"W4382025870","doi":"10.1007/978-3-031-35368-0","title":"Fundamentals of Innovative Sustainable Homes Design and Construction","year":2023,"lang":"en","type":"book","venue":"˜The œurban book series","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Architectural engineering; Engineering ethics; Construction engineering; Engineering; Management science; Sociology; Computer science","score_opus":0.008918692888607355,"score_gpt":0.1914371714054165,"score_spread":0.18251847851680914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382025870","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":[0.00060020084,0.012407806,0.04665611,0.0011505381,0.0007912096,0.000030933592,0.00008993054,0.0002342646,0.938039],"genre_scores_gemma":[0.02152088,0.021945864,0.04106041,0.00038658548,0.00041381663,0.00009188868,0.00018306165,0.00022541807,0.91417223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980515,0.000030816267,0.0000060647567,0.000019463901,0.00012039632,0.000018180193],"domain_scores_gemma":[0.99991226,0.000028217455,0.00000444953,0.00001387787,0.000031845717,0.000009398389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021781819,0.0007119278,0.00045659524,0.0008453675,0.00073959475,0.0030255772,0.0009566602,0.0009932682,0.042925473],"category_scores_gemma":[0.00034178377,0.0004360637,0.0003419891,0.0011783986,0.0012917614,0.0017267844,0.0010429774,0.0014514591,0.0122081265],"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":[0.000005056991,0.000025167676,0.00008631862,0.00016745833,0.0000042002207,0.000056615183,0.00030642177,0.0036679327,0.0007774995,0.71438473,0.13017747,0.15034103],"study_design_scores_gemma":[0.0000014942987,0.0000066207967,0.00014034894,0.00011415468,0.0000018230091,0.00010344646,0.00012963971,0.0021877727,0.00025102907,0.0981967,0.8988606,0.0000063541343],"about_ca_topic_score_codex":0.0025145714,"about_ca_topic_score_gemma":0.009071127,"teacher_disagreement_score":0.042925473,"about_ca_system_score_codex":0.0013023801,"about_ca_system_score_gemma":0.0010105387,"threshold_uncertainty_score":0.14360005},"labels":[],"label_agreement":null},{"id":"W4382047550","doi":"10.32920/23579814","title":"Furniture Folding Methodology For Reconfigurable Aircraft Cabins","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Folding (DSP implementation); Control reconfiguration; Process (computing); Computer science; Visualization; Engineering; Architectural engineering; Systems engineering; Engineering drawing; Mechanical engineering; Embedded system; Programming language","score_opus":0.13878979274969377,"score_gpt":0.31271661793036454,"score_spread":0.17392682518067076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382047550","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":[0.009906113,0.00012359823,0.9824536,0.000034149467,0.00002305164,0.000037142785,0.000033074222,0.00024523993,0.0071441443],"genre_scores_gemma":[0.25522462,0.00043896303,0.73092663,0.000065006476,0.000023439476,0.00013548862,0.00024105296,0.0002904483,0.012654439],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997485,0.000044694414,0.000014397027,0.00005851055,0.0001044443,0.000029458128],"domain_scores_gemma":[0.9998331,0.00003383741,0.000021393706,0.000050236362,0.00005009208,0.000011456511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002395411,0.0005562055,0.00028558873,0.00054362096,0.00041957412,0.00086954056,0.00073363126,0.00041730326,0.0055971076],"category_scores_gemma":[0.00043942843,0.00028746077,0.0008137771,0.00041110383,0.0005123793,0.00048656095,0.00073210907,0.00057165936,0.0012409106],"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":[0.000077759454,0.00008541696,0.0009615335,0.00036804762,0.000033771546,0.00043885768,0.0004422099,0.3698945,0.12992823,0.18651555,0.0029901878,0.308264],"study_design_scores_gemma":[0.000021574127,0.00023143618,0.0010107007,0.00008121819,0.000034142893,0.0007428416,0.00022347776,0.791909,0.060984213,0.082134634,0.0625844,0.000042341526],"about_ca_topic_score_codex":0.00090379984,"about_ca_topic_score_gemma":0.0011243584,"teacher_disagreement_score":0.0055971076,"about_ca_system_score_codex":0.0005079456,"about_ca_system_score_gemma":0.00032537937,"threshold_uncertainty_score":0.018724203},"labels":[],"label_agreement":null},{"id":"W4382048658","doi":"10.32920/23579814.v1","title":"Furniture Folding Methodology For Reconfigurable Aircraft Cabins","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Folding (DSP implementation); Control reconfiguration; Process (computing); Computer science; Architectural engineering; Visualization; Engineering; Systems engineering; Mechanical engineering; Embedded system; Programming language","score_opus":0.13878979274969377,"score_gpt":0.31271661793036454,"score_spread":0.17392682518067076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382048658","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009906113,0.00012359823,0.9824536,0.000034149467,0.00002305164,0.000037142785,0.000033074222,0.00024523993,0.0071441443],"genre_scores_gemma":[0.25522462,0.00043896303,0.73092663,0.000065006476,0.000023439476,0.00013548862,0.00024105296,0.0002904483,0.012654439],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997485,0.000044694414,0.000014397027,0.00005851055,0.0001044443,0.000029458128],"domain_scores_gemma":[0.9998331,0.00003383741,0.000021393706,0.000050236362,0.00005009208,0.000011456511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002395411,0.0005562055,0.00028558873,0.00054362096,0.00041957412,0.00086954056,0.00073363126,0.00041730326,0.0055971076],"category_scores_gemma":[0.00043942843,0.00028746077,0.0008137771,0.00041110383,0.0005123793,0.00048656095,0.00073210907,0.00057165936,0.0012409106],"study_design_candidate":"bench_or_experimental","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":[0.000077759454,0.00008541696,0.0009615335,0.00036804762,0.000033771546,0.00043885768,0.0004422099,0.3698945,0.12992823,0.18651555,0.0029901878,0.308264],"study_design_scores_gemma":[0.000021574127,0.00023143618,0.0010107007,0.00008121819,0.000034142893,0.0007428416,0.00022347776,0.791909,0.060984213,0.082134634,0.0625844,0.000042341526],"about_ca_topic_score_codex":0.00090379984,"about_ca_topic_score_gemma":0.0011243584,"teacher_disagreement_score":0.0055971076,"about_ca_system_score_codex":0.0005079456,"about_ca_system_score_gemma":0.00032537937,"threshold_uncertainty_score":0.018724203},"labels":[],"label_agreement":null},{"id":"W4383695356","doi":"10.3390/en16145252","title":"The Evolution of Crop-Based Materials in the Built Environment: A Review of the Applications, Performance, and Challenges","year":2023,"lang":"en","type":"review","venue":"Energies","topic":"Architecture and Computational Design","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Life-cycle assessment; Greenhouse gas; Novelty; Environmental impact assessment; Renewable energy; Circular economy; Environmental science; Agriculture; Architectural engineering; Computer science; Engineering; Ecology; Production (economics); Economics","score_opus":0.030222077552539167,"score_gpt":0.24492685306274684,"score_spread":0.21470477551020767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383695356","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":[0.0004630356,0.9979662,0.00021238573,0.00017203654,0.00007452128,0.000004201994,0.000017762346,0.0000038293174,0.0010861012],"genre_scores_gemma":[0.0020083592,0.99714893,0.00028920508,0.0000847357,0.000044156815,0.0000055607525,0.000018840274,0.0000017065034,0.00039849983],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975806,0.00004011937,0.00003157079,0.000050663522,0.00009770288,0.000021793374],"domain_scores_gemma":[0.99966323,0.00018815733,0.00004524147,0.000011452283,0.00007798328,0.000013955974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062361057,0.00067345524,0.0008979856,0.0018528848,0.00023735246,0.00088298233,0.0005651512,0.0009176531,0.001935893],"category_scores_gemma":[0.0006081017,0.0004109367,0.0005864531,0.0023520074,0.0003562764,0.001169033,0.00051281607,0.00094050285,0.00087414985],"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":[0.000057485504,0.00011895799,0.0003984782,0.051352415,0.00012970739,0.00021064814,0.00014910888,0.0021412307,0.0081328675,0.016540384,0.011980157,0.9087886],"study_design_scores_gemma":[0.000007848326,0.00017799076,0.0012393018,0.006164333,0.00015313254,0.0006458931,0.00011576702,0.0003868859,0.0027016227,0.00291549,0.9854571,0.000034694618],"about_ca_topic_score_codex":0.0014847959,"about_ca_topic_score_gemma":0.002665495,"teacher_disagreement_score":0.001935893,"about_ca_system_score_codex":0.0005019366,"about_ca_system_score_gemma":0.0009048907,"threshold_uncertainty_score":0.0064762235},"labels":[],"label_agreement":null},{"id":"W4384695723","doi":"10.22215/etd/2023-15553","title":"Land-Scape/Tree-Scape/Slow-Scape","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Scape; Mindset; Architecture; Meaning (existential); Resistance (ecology); Slowness; Aesthetics; Built environment; Sociology; Visual arts; Psychology; Engineering; Computer science; Art; Ecology; Civil engineering; Artificial intelligence; Geology","score_opus":0.007656401474765235,"score_gpt":0.21516744898928405,"score_spread":0.20751104751451882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384695723","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":[0.19641659,0.0021845454,0.0132622495,0.010918904,0.00054700626,0.00011326631,0.00019664846,0.00022253222,0.77613825],"genre_scores_gemma":[0.8817069,0.0013891045,0.0039612115,0.0014682799,0.00004908996,0.00006641294,0.00008712949,0.00015697868,0.11111491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992174,0.00026180153,0.000022356166,0.00012303951,0.00024463193,0.00013066833],"domain_scores_gemma":[0.9992207,0.00015359074,0.00008827741,0.00014452862,0.00018584302,0.00020707765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011718102,0.00027797822,0.00021115024,0.0005106048,0.004432658,0.004865706,0.00039106997,0.00084562885,0.0091719795],"category_scores_gemma":[0.0019455779,0.00014093898,0.00026102003,0.00063496124,0.01076634,0.0032966656,0.0034918052,0.0016453562,0.002457072],"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":[0.00016775695,0.00008009662,0.010740091,0.00045225705,0.000025765696,0.00075115083,0.26626635,0.0004179253,0.005846753,0.5369091,0.060209174,0.11813369],"study_design_scores_gemma":[0.000012313446,0.00008309155,0.0107311085,0.0003999339,0.000009758022,0.00066194986,0.16120405,0.00023216115,0.0015800634,0.040548876,0.78450674,0.000030041121],"about_ca_topic_score_codex":0.0073994477,"about_ca_topic_score_gemma":0.02444044,"teacher_disagreement_score":0.0091719795,"about_ca_system_score_codex":0.0029478536,"about_ca_system_score_gemma":0.0023099147,"threshold_uncertainty_score":0.030683398},"labels":[],"label_agreement":null},{"id":"W4384696274","doi":"10.22215/etd/2023-15632","title":"Dynamic Vessels for Shifting Thresholds: Bodies and Water at the Edges of the Toronto Islands","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Shore; Buoyancy; Recreation; Work (physics); Waterline; Geography; Architectural engineering; Environmental resource management; Civil engineering; Engineering; Environmental science; Marine engineering; Ecology; Geology; Oceanography","score_opus":0.008401306107518639,"score_gpt":0.23136717956932684,"score_spread":0.2229658734618082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384696274","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":[0.64165705,0.00085012824,0.067304514,0.0030045433,0.00010934623,0.00006834312,0.00010288755,0.00022837192,0.2866747],"genre_scores_gemma":[0.95237017,0.0005640074,0.013025191,0.00008642845,0.0000072005337,0.000030930194,0.0000329438,0.00005401935,0.03382917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99983335,0.00004864092,0.0000023350424,0.000021293687,0.00005020812,0.00004411847],"domain_scores_gemma":[0.9998841,0.000031513075,0.000008583587,0.000018950457,0.00001806228,0.00003867563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016352971,0.00021604684,0.00008680439,0.00014559786,0.0016233411,0.0022719556,0.0004364538,0.00035044877,0.0050504263],"category_scores_gemma":[0.000511179,0.00017558545,0.00013494321,0.00018380543,0.00375467,0.0010006016,0.001785366,0.00046243911,0.00036995395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016165705,0.000047460915,0.009853497,0.00021818762,0.000022671386,0.00152851,0.069717854,0.07357894,0.033814386,0.6600731,0.017008243,0.13397561],"study_design_scores_gemma":[0.000046945013,0.00021423692,0.033283304,0.00046383333,0.00006929354,0.0008400083,0.09256847,0.08234534,0.012175224,0.097956724,0.6798876,0.00014901122],"about_ca_topic_score_codex":0.12334197,"about_ca_topic_score_gemma":0.31660047,"teacher_disagreement_score":0.876658,"about_ca_system_score_codex":0.003867173,"about_ca_system_score_gemma":0.0023841702,"threshold_uncertainty_score":0.24524808},"labels":[],"label_agreement":null},{"id":"W4384697343","doi":"10.22215/etd/2023-15617","title":"Still Motion: Drawing Movement toward Adaptability in Time","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Architecture; Movement (music); Adaptability; Motion (physics); Space (punctuation); Representation (politics); Architectural engineering; Computer science; Context (archaeology); Salient; Human–computer interaction; Engineering; Visual arts; Aesthetics; Artificial intelligence; Art; History","score_opus":0.013180472393626555,"score_gpt":0.22734194810632677,"score_spread":0.21416147571270022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384697343","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":[0.080330834,0.0015362832,0.5495848,0.00863031,0.0004595332,0.00015281433,0.00027627012,0.00074402394,0.3582852],"genre_scores_gemma":[0.76205456,0.0016085336,0.1977745,0.000491879,0.00008123694,0.00022899045,0.0002748362,0.00058347464,0.036901996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990429,0.0006137752,0.000024144116,0.00015001956,0.00011823197,0.000050781393],"domain_scores_gemma":[0.9987025,0.00078175793,0.00008467151,0.00026343737,0.000101083904,0.00006657767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011825457,0.0006215954,0.0001431565,0.00096050574,0.001994426,0.0049751736,0.00094918266,0.0011767788,0.009772107],"category_scores_gemma":[0.0055827596,0.00034541832,0.0004952146,0.0008970923,0.0126354685,0.0060079056,0.0033470544,0.0014423247,0.001262381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028686452,0.000008428952,0.0005117523,0.00008110162,0.000007243255,0.00020106851,0.053695273,0.0036570535,0.0010754229,0.9101934,0.0037046615,0.026835892],"study_design_scores_gemma":[0.000020078633,0.000051029943,0.0010351891,0.00026470478,0.000023490984,0.00034368972,0.023841865,0.010128633,0.00185626,0.5791171,0.38327575,0.00004217125],"about_ca_topic_score_codex":0.003943121,"about_ca_topic_score_gemma":0.0064810067,"teacher_disagreement_score":0.009772107,"about_ca_system_score_codex":0.0018203338,"about_ca_system_score_gemma":0.0008297264,"threshold_uncertainty_score":0.032690883},"labels":[],"label_agreement":null},{"id":"W4384697374","doi":"10.22215/etd/2023-15602","title":"Toronto's Terrestrial Reefs: BioRock's Infrastructural Biogeochemical Futures","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Biogeochemical cycle; Futures contract; Reef; Sustainability; Speculation; Work (physics); Dredging; Environmental science; Engineering; Agency (philosophy); Environmental planning; Earth science; Civil engineering; Environmental resource management; Oceanography; Ecology; Geology; Business","score_opus":0.006224759320453393,"score_gpt":0.2277353862374249,"score_spread":0.22151062691697151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384697374","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":[0.2590713,0.006017819,0.13102968,0.01310619,0.00036441724,0.00011783884,0.0012239466,0.0010149091,0.58805394],"genre_scores_gemma":[0.86547065,0.0041392725,0.06493991,0.00037709766,0.00002775424,0.0000776041,0.00056318153,0.00021518819,0.064189374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981886,0.00004508698,0.000003899206,0.000020906315,0.00007919172,0.00003204615],"domain_scores_gemma":[0.99978465,0.000060463575,0.000012984518,0.000046515404,0.00003682501,0.000058581238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033285108,0.00032550812,0.00011928537,0.00024128016,0.0010427802,0.0018736619,0.0006279336,0.0005918361,0.009841688],"category_scores_gemma":[0.0006643862,0.00017821965,0.00025561426,0.00047019334,0.0016384536,0.0008004866,0.0008483354,0.00044728452,0.00080061745],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010925862,0.000030587198,0.005984239,0.00039732415,0.000026338808,0.0005540066,0.0029340617,0.1072565,0.010961179,0.6930994,0.03623766,0.14240953],"study_design_scores_gemma":[0.00003252442,0.00014812306,0.008243649,0.00029256922,0.000034426263,0.00028953265,0.0042201425,0.06370542,0.0053893607,0.097390205,0.8201944,0.000059631035],"about_ca_topic_score_codex":0.14924839,"about_ca_topic_score_gemma":0.43016517,"teacher_disagreement_score":0.14924839,"about_ca_system_score_codex":0.005433593,"about_ca_system_score_gemma":0.0044839126,"threshold_uncertainty_score":0.29675937},"labels":[],"label_agreement":null},{"id":"W4384697701","doi":"10.22215/etd/2023-15494","title":"Dirt: Making with Contaminated Lands","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Dirt; Anthropocene; Feeling; Aesthetics; Order (exchange); Architecture; Environmental ethics; History; Sociology; Geography; Archaeology; Epistemology; Art; Cartography; Philosophy; Business","score_opus":0.005660757833962437,"score_gpt":0.21214112884234576,"score_spread":0.20648037100838332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384697701","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":[0.13808799,0.0030724641,0.14340131,0.0180895,0.00083281926,0.00010476487,0.00014074227,0.0004326671,0.69583774],"genre_scores_gemma":[0.76055723,0.0044936077,0.10493416,0.001713342,0.00011892922,0.00009957399,0.00017027606,0.00037981934,0.12753303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949443,0.00021646141,0.00000918938,0.00006683482,0.00015155633,0.00006149361],"domain_scores_gemma":[0.9996853,0.00012852,0.000025147026,0.00005494235,0.000052747066,0.000053361502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072586857,0.0003586313,0.0001627558,0.00035780878,0.0022822884,0.0047306134,0.0006494193,0.0011954865,0.013644169],"category_scores_gemma":[0.00169192,0.00026427137,0.000316281,0.00045112483,0.0047164015,0.004975122,0.0033069912,0.0012013791,0.0017913466],"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":[0.00005530758,0.00008334798,0.0022943188,0.0002924403,0.000020548681,0.00084163336,0.035789408,0.0091335755,0.0034330424,0.7825445,0.038843006,0.1266689],"study_design_scores_gemma":[0.000015185014,0.000058355567,0.001161823,0.0003250054,0.000015948352,0.00068815786,0.03144019,0.0053423503,0.0030818807,0.24559987,0.71223265,0.000038528324],"about_ca_topic_score_codex":0.002689695,"about_ca_topic_score_gemma":0.00754783,"teacher_disagreement_score":0.013644169,"about_ca_system_score_codex":0.0011768849,"about_ca_system_score_gemma":0.0013434176,"threshold_uncertainty_score":0.045644283},"labels":[],"label_agreement":null},{"id":"W4385240118","doi":"10.4324/9781003384908-9","title":"Education, sustainable or otherwise, as simulacra: A symphony of Baudrillard","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational 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":"Symphony; Aesthetics; Art; Psychology; Literature","score_opus":0.008446362685813686,"score_gpt":0.21609817718667051,"score_spread":0.20765181450085682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385240118","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":[0.024548756,0.12467036,0.017508995,0.21884085,0.034816187,0.00008167451,0.00015094735,0.00018654004,0.5791956],"genre_scores_gemma":[0.7435951,0.026949791,0.0053429534,0.020084234,0.006699741,0.0001117393,0.00009558608,0.00039051575,0.19673032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983175,0.0008990333,0.000049620056,0.00023124232,0.0003090091,0.0001936003],"domain_scores_gemma":[0.99912184,0.0004226057,0.00004287328,0.000055876997,0.00019214617,0.00016465348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016295051,0.00044334144,0.000343419,0.00085150555,0.006507897,0.006625566,0.00048888824,0.0017498811,0.0036390333],"category_scores_gemma":[0.0027862394,0.00014548628,0.00018763293,0.0006457634,0.009579813,0.0032354246,0.0022167186,0.004377743,0.0011731694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052529424,0.000021275522,0.00029865597,0.00012699452,0.0000049186306,0.0001316219,0.039268255,0.00010406015,0.00047646867,0.8484126,0.087100305,0.024002478],"study_design_scores_gemma":[0.0000046602067,0.000022170883,0.00036085324,0.00020219045,0.0000027848525,0.0001068872,0.009164411,0.00010960494,0.00022449509,0.026314717,0.9634729,0.000014395452],"about_ca_topic_score_codex":0.030320738,"about_ca_topic_score_gemma":0.041706126,"teacher_disagreement_score":0.030320738,"about_ca_system_score_codex":0.005097126,"about_ca_system_score_gemma":0.0032829253,"threshold_uncertainty_score":0.06028849},"labels":[],"label_agreement":null},{"id":"W4385434335","doi":"10.1007/978-1-4842-9579-3","title":"Creative Prototyping with Generative AI","year":2023,"lang":"en","type":"book","venue":"Design Thinking","topic":"Architecture and Computational Design","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rapid prototyping; Generative grammar; Computer science; Artificial intelligence; Engineering; Mechanical engineering","score_opus":0.02004774291190052,"score_gpt":0.2212438681746577,"score_spread":0.20119612526275715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385434335","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":[0.0017514989,0.006599352,0.13671441,0.0019691016,0.0011077444,0.00007611474,0.00005854058,0.0012142268,0.8505089],"genre_scores_gemma":[0.069961086,0.01074984,0.14962333,0.0013785709,0.0003476961,0.00025332268,0.00023626641,0.0010952252,0.7663547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996283,0.00010161449,0.000012008956,0.000037721988,0.00019268207,0.00002765119],"domain_scores_gemma":[0.99954635,0.00028745105,0.000012315415,0.000076978395,0.00004988776,0.000026977801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049536146,0.0005940636,0.0002749405,0.00060388376,0.0011113457,0.003709393,0.0007378992,0.0008173263,0.03258767],"category_scores_gemma":[0.0014225392,0.00041744407,0.0005569949,0.0005308515,0.002188188,0.0031154274,0.0018382663,0.0019152301,0.009976069],"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":[0.000015503974,0.000017239676,0.000051302046,0.00019230205,0.0000074804907,0.00012785119,0.0008823765,0.001521672,0.0016628864,0.81171834,0.062951,0.12085215],"study_design_scores_gemma":[0.000008146684,0.000013083845,0.00004786575,0.00013040626,0.000004560468,0.00030685263,0.00021025511,0.0025218597,0.0016402449,0.20369124,0.79141366,0.0000117790505],"about_ca_topic_score_codex":0.00057695917,"about_ca_topic_score_gemma":0.0011636219,"teacher_disagreement_score":0.03258767,"about_ca_system_score_codex":0.00071652146,"about_ca_system_score_gemma":0.00061413966,"threshold_uncertainty_score":0.10901666},"labels":[],"label_agreement":null},{"id":"W4385568772","doi":"10.1002/9781394229604.contrib","title":"List of Authors","year":2023,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Université de Sherbrooke","funders":"","keywords":"Space (punctuation); Citation; Library science; Volume (thermodynamics); Computer science; Physics; Operating system","score_opus":0.006633572951285248,"score_gpt":0.19643106609069758,"score_spread":0.18979749313941233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385568772","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":[0.0005148833,0.004537749,0.004610853,0.0046603703,0.018593628,0.00044173878,0.13023117,0.004229599,0.83217996],"genre_scores_gemma":[0.0016880693,0.0029282358,0.002310291,0.0017696315,0.0016064892,0.00046050193,0.06255465,0.0018034076,0.92487866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861014,0.00020339881,0.00009727497,0.00026595689,0.0006541244,0.00016905394],"domain_scores_gemma":[0.9923765,0.0010494972,0.00028633815,0.00087876787,0.003993847,0.0014151081],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012295411,0.0013736279,0.0017006918,0.008426278,0.0017293583,0.00700172,0.0021550315,0.0017577485,0.8340447],"category_scores_gemma":[0.012141684,0.00042439016,0.00094403786,0.0073714517,0.00043231176,0.00344963,0.0023356504,0.0017073692,0.8600576],"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":[0.000017947636,0.000013388154,0.000101380014,0.00019254294,0.0000037813115,0.000018569628,0.000012602461,0.00008692307,0.00007273556,0.0026635812,0.9631865,0.03363003],"study_design_scores_gemma":[0.000009014862,0.000007694542,0.00015890357,0.00019364058,0.0000049506834,0.000029613617,0.000022420698,0.000081038575,0.000102589394,0.0018464252,0.99753726,0.0000064658984],"about_ca_topic_score_codex":0.0028111436,"about_ca_topic_score_gemma":0.0046591708,"teacher_disagreement_score":0.1659553,"about_ca_system_score_codex":0.0017223827,"about_ca_system_score_gemma":0.0037669435,"threshold_uncertainty_score":0.23671502},"labels":[],"label_agreement":null},{"id":"W438561701","doi":"","title":"Vernal Pool: A Participatory Art Project About Place + Precipitation","year":2014,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Citizen journalism; Precipitation; Geography; Environmental resource management; Environmental planning; Environmental science; Computer science; Meteorology; World Wide Web","score_opus":0.01532625438225221,"score_gpt":0.21264916825870125,"score_spread":0.19732291387644904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W438561701","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":[0.15887968,0.0020407906,0.054804806,0.012586833,0.0017235356,0.00080881006,0.0009622267,0.0010935208,0.7670997],"genre_scores_gemma":[0.5211936,0.0014533799,0.03969415,0.0015219847,0.00014831318,0.00089213584,0.00053222204,0.0010491558,0.43351504],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817395,0.0011685798,0.000015195031,0.00018565932,0.00027643854,0.00018013417],"domain_scores_gemma":[0.99877053,0.0005330858,0.000034327462,0.00018435944,0.00010172297,0.00037608494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020717976,0.0004768469,0.0002202705,0.0004105596,0.006856735,0.0035449907,0.0012269685,0.0006905875,0.031096457],"category_scores_gemma":[0.0027607924,0.00027422004,0.00030592646,0.00049213145,0.0057199565,0.0019405698,0.006163878,0.0012136059,0.0019328614],"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":[0.00036020117,0.00020259131,0.0030205068,0.0004314622,0.000029509954,0.0018776802,0.27245876,0.0028973354,0.009185775,0.12420007,0.3494696,0.23586655],"study_design_scores_gemma":[0.000022365668,0.00006996691,0.0013774319,0.000118884986,0.0000054035795,0.00020721872,0.039064214,0.00059998536,0.00075740373,0.0056104646,0.95214283,0.00002368543],"about_ca_topic_score_codex":0.034647062,"about_ca_topic_score_gemma":0.1899236,"teacher_disagreement_score":0.034647062,"about_ca_system_score_codex":0.0020498927,"about_ca_system_score_gemma":0.0038431517,"threshold_uncertainty_score":0.104028046},"labels":[],"label_agreement":null},{"id":"W4385709798","doi":"10.33423/jabe.v25i3.6291","title":"How Many Times Is Enough? Rationalizing Program and Optimizing Performance Through [Repeated] Human-Building Interaction","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; Athabasca University","funders":"","keywords":"Container (type theory); Computer science; Set (abstract data type); Architecture; Argumentation theory; Object (grammar); Human–computer interaction; Interactivity; Simple (philosophy); Space (punctuation); Human interaction; Artificial intelligence; Epistemology; Programming language; Engineering; Multimedia","score_opus":0.01692686033382175,"score_gpt":0.22750595131962728,"score_spread":0.21057909098580552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385709798","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":[0.14910197,0.008161269,0.67891777,0.056643605,0.00032999946,0.00028028505,0.00018713508,0.0005619361,0.105816044],"genre_scores_gemma":[0.84423536,0.0018554941,0.15036023,0.0009397511,0.00008627725,0.00022515471,0.000074916745,0.00023049673,0.0019923658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9840545,0.011287771,0.00055062165,0.0017121889,0.0016715032,0.0007234235],"domain_scores_gemma":[0.97434366,0.018495077,0.0021730426,0.0029872442,0.0015429738,0.00045795238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019307526,0.0011180238,0.00092832034,0.0032244436,0.0025288416,0.012677412,0.0033298559,0.00392086,0.0030696194],"category_scores_gemma":[0.029082166,0.00089045364,0.0012448397,0.0026529548,0.027091252,0.021158928,0.003948393,0.0036309408,0.00036722983],"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":[0.00006568783,0.000070416056,0.0017513623,0.00039188887,0.00012040226,0.00014697634,0.0059622657,0.02066852,0.00075257797,0.94279426,0.0012527079,0.026022816],"study_design_scores_gemma":[0.00003100116,0.00008208198,0.00066732656,0.00043301278,0.00009764959,0.00007780754,0.005351374,0.022915093,0.0012184992,0.95012146,0.018955331,0.00004934686],"about_ca_topic_score_codex":0.0040116115,"about_ca_topic_score_gemma":0.005325578,"teacher_disagreement_score":0.019307526,"about_ca_system_score_codex":0.007649178,"about_ca_system_score_gemma":0.0067246673,"threshold_uncertainty_score":0.102109194},"labels":[],"label_agreement":null},{"id":"W4385932310","doi":"10.32920/23982390.v1","title":"Ephemeral Boundaries : Toward a Fluidity of Space","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Ephemeral key; Space (punctuation); Architecture; Intersection (aeronautics); Negotiation; Perception; Enclosure; Architectural engineering; Aesthetics; Visual arts; Sociology; Geography; Computer science; Epistemology; Engineering; Art; Cartography","score_opus":0.03793691899077186,"score_gpt":0.24457889433051552,"score_spread":0.20664197533974366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385932310","genre_codex":"methods","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":[0.18062775,0.0033000195,0.4362743,0.014562503,0.00050614215,0.00011764057,0.000089727655,0.00033135136,0.36419067],"genre_scores_gemma":[0.9277053,0.0009967694,0.049831755,0.00040675554,0.0001007387,0.00011310921,0.000046886733,0.00013517533,0.02066353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99851626,0.00071925693,0.000047478632,0.00023873085,0.0003250079,0.00015330719],"domain_scores_gemma":[0.9987539,0.0004787425,0.00013525152,0.00027558018,0.00013207874,0.00022449424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018448128,0.00027142957,0.00029677368,0.0006409932,0.0028141728,0.008489565,0.0007896534,0.0009978162,0.0041531934],"category_scores_gemma":[0.003933761,0.00036384547,0.00040179538,0.00050544017,0.017483113,0.013567305,0.009990109,0.0026273348,0.0005630412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009232801,0.0000043812847,0.0001557759,0.000013686052,0.0000013802637,0.000030973253,0.006431559,0.00062830513,0.0002719802,0.98691106,0.0004360025,0.005105783],"study_design_scores_gemma":[0.000011824405,0.000019778749,0.00024656462,0.00006316278,0.000003757822,0.00007598162,0.004655766,0.003510558,0.0006781167,0.92152584,0.06919571,0.0000129057735],"about_ca_topic_score_codex":0.0010585726,"about_ca_topic_score_gemma":0.0010308498,"teacher_disagreement_score":0.008489565,"about_ca_system_score_codex":0.0015161493,"about_ca_system_score_gemma":0.0015969124,"threshold_uncertainty_score":0.013893783},"labels":[],"label_agreement":null},{"id":"W4386494250","doi":"10.32920/24101487","title":"From the Bazaar to Space Architecture: Fabrics Reshape the Human Habitat","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University; Interior Health","funders":"","keywords":"Bazaar; Architecture; Architectural engineering; Context (archaeology); Space (punctuation); Cladding (metalworking); Engineering; Computer science; Visual arts; Art; Geography; Archaeology; Materials science","score_opus":0.028001319994547556,"score_gpt":0.24873310390331102,"score_spread":0.22073178390876347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386494250","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":[0.30111468,0.020374358,0.16814515,0.023496611,0.0010480592,0.000039527262,0.00016792839,0.00037050396,0.4852432],"genre_scores_gemma":[0.9391875,0.0048109787,0.024890725,0.00066885067,0.00014967048,0.000023965622,0.00003345405,0.00013072844,0.030104084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998511,0.00006919876,0.0000027014028,0.000028727982,0.000022758823,0.000025492707],"domain_scores_gemma":[0.99984026,0.00005825456,0.000015931608,0.00004274597,0.000017429464,0.000025394063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032021734,0.00028618972,0.00017453701,0.00043238333,0.0012482152,0.004055445,0.00031631443,0.00073472026,0.0073122242],"category_scores_gemma":[0.00066565885,0.0001930861,0.00028083145,0.00041508742,0.005838447,0.004109693,0.0017856446,0.0009668786,0.0009843473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040267067,0.000012126452,0.001096157,0.00009892127,0.000014061685,0.00015486017,0.0038022213,0.0052268826,0.0021217465,0.9426092,0.0031553598,0.041668143],"study_design_scores_gemma":[0.000013937063,0.000050575938,0.0021550213,0.00012882604,0.000012724585,0.00035294786,0.00517589,0.0048342953,0.0009854902,0.8309383,0.15532862,0.000023290182],"about_ca_topic_score_codex":0.0014251927,"about_ca_topic_score_gemma":0.0020402574,"teacher_disagreement_score":0.0073122242,"about_ca_system_score_codex":0.00067583576,"about_ca_system_score_gemma":0.00042109995,"threshold_uncertainty_score":0.024461865},"labels":[],"label_agreement":null},{"id":"W4386512791","doi":"10.2172/1829950","title":"Advancing insulation retrofits from flexible inexpensive lucid materials (AIR FILMs) for single-pane windows","year":2021,"lang":"en","type":"report","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Advanced Research Projects Agency; Advanced Research Projects Agency - Energy; Canada Excellence Research Chairs, Government of Canada; U.S. Department of Energy","keywords":"Aerogel; Nanocellulose; Materials science; Thermal insulation; Nanofiber; Composite material; Porosity; Thermal conductivity; Cellulose; Chemical engineering","score_opus":0.027750851603821458,"score_gpt":0.25565024501004213,"score_spread":0.22789939340622067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386512791","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":[0.93466437,0.007564819,0.03315958,0.00025259383,0.00037448283,0.000109360466,0.00026403106,0.00059432315,0.023016343],"genre_scores_gemma":[0.94902056,0.005139768,0.032410607,0.00015114651,0.000050611863,0.000067272966,0.00022057095,0.00014669489,0.012792895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990475,0.0000051967427,0.0000034752134,0.000019326479,0.00004110286,0.000026118394],"domain_scores_gemma":[0.9999356,0.000010051896,0.000018309627,0.000005920973,0.0000140605325,0.000015950276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015054831,0.00034306638,0.00013879657,0.0002600565,0.00011500749,0.0004172599,0.00018679128,0.00028377026,0.0016416619],"category_scores_gemma":[0.000119150194,0.0001691483,0.00032947544,0.00011510249,0.00011820153,0.0005942426,0.0003181157,0.0006950486,0.00040813454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025642994,0.00002721889,0.00012089391,0.00014296459,0.000006426486,0.00010415039,0.000041327894,0.00026309863,0.9862493,0.00064356247,0.0002953502,0.012079918],"study_design_scores_gemma":[0.000008141263,0.00023363647,0.000737073,0.000017051585,0.000009174145,0.00017301447,0.00003280747,0.0006926917,0.9847705,0.00008129157,0.013235228,0.000009521587],"about_ca_topic_score_codex":0.00019176508,"about_ca_topic_score_gemma":0.0005355214,"teacher_disagreement_score":0.0016416619,"about_ca_system_score_codex":0.00020171261,"about_ca_system_score_gemma":0.0001385324,"threshold_uncertainty_score":0.0054919124},"labels":[],"label_agreement":null},{"id":"W4386523014","doi":"10.32920/24101487.v1","title":"From the Bazaar to Space Architecture: Fabrics Reshape the Human Habitat","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University; Interior Health","funders":"","keywords":"Architecture; Bazaar; Architectural engineering; Context (archaeology); Space (punctuation); Cladding (metalworking); Engineering; Computer science; Visual arts; Art; Geography; Archaeology; Materials science","score_opus":0.028001319994547556,"score_gpt":0.24873310390331102,"score_spread":0.22073178390876347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386523014","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":[0.30111468,0.020374358,0.16814515,0.023496611,0.0010480592,0.000039527262,0.00016792839,0.00037050396,0.4852432],"genre_scores_gemma":[0.9391875,0.0048109787,0.024890725,0.00066885067,0.00014967048,0.000023965622,0.00003345405,0.00013072844,0.030104084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998511,0.00006919876,0.0000027014028,0.000028727982,0.000022758823,0.000025492707],"domain_scores_gemma":[0.99984026,0.00005825456,0.000015931608,0.00004274597,0.000017429464,0.000025394063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032021734,0.00028618972,0.00017453701,0.00043238333,0.0012482152,0.004055445,0.00031631443,0.00073472026,0.0073122242],"category_scores_gemma":[0.00066565885,0.0001930861,0.00028083145,0.00041508742,0.005838447,0.004109693,0.0017856446,0.0009668786,0.0009843473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040267067,0.000012126452,0.001096157,0.00009892127,0.000014061685,0.00015486017,0.0038022213,0.0052268826,0.0021217465,0.9426092,0.0031553598,0.041668143],"study_design_scores_gemma":[0.000013937063,0.000050575938,0.0021550213,0.00012882604,0.000012724585,0.00035294786,0.00517589,0.0048342953,0.0009854902,0.8309383,0.15532862,0.000023290182],"about_ca_topic_score_codex":0.0014251927,"about_ca_topic_score_gemma":0.0020402574,"teacher_disagreement_score":0.0073122242,"about_ca_system_score_codex":0.00067583576,"about_ca_system_score_gemma":0.00042109995,"threshold_uncertainty_score":0.024461865},"labels":[],"label_agreement":null},{"id":"W4386523017","doi":"10.32920/24101496","title":"Convergence of Architectural, Visual and Climate Data","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Computer science; Architecture; Context (archaeology); Visualization; Renewable energy; Electric light; Technological convergence; Data science; Meteorology; Engineering; Geography; Artificial intelligence; Telecommunications","score_opus":0.05451634967820325,"score_gpt":0.29247442582905925,"score_spread":0.237958076150856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386523017","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":[0.23694122,0.0047709886,0.46710637,0.008804841,0.0011244107,0.00047069645,0.014491573,0.009849642,0.25644034],"genre_scores_gemma":[0.8021878,0.0021613063,0.16969071,0.0008442724,0.00030170713,0.00018026792,0.0096680075,0.0017395029,0.01322647],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962203,0.000891672,0.00020801142,0.00065497943,0.001803212,0.00022177551],"domain_scores_gemma":[0.991888,0.0023695533,0.00038681657,0.002137654,0.0028339105,0.0003841399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033308975,0.00042177044,0.00047951564,0.004724825,0.00060408434,0.008204862,0.0006980661,0.00078115764,0.006522335],"category_scores_gemma":[0.019125942,0.0005059473,0.00051867636,0.005255188,0.0013125108,0.0054856343,0.0045236624,0.0014817916,0.002392984],"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":[0.0005420576,0.0003422497,0.05652894,0.001241258,0.000340846,0.0008336945,0.010063669,0.015538145,0.031954102,0.13257527,0.03672193,0.71331793],"study_design_scores_gemma":[0.000054572934,0.00022560952,0.19445853,0.0010068654,0.00027400188,0.0014057456,0.015720893,0.109859966,0.035319693,0.121881746,0.5194159,0.00037642257],"about_ca_topic_score_codex":0.0053528342,"about_ca_topic_score_gemma":0.008036912,"teacher_disagreement_score":0.008204862,"about_ca_system_score_codex":0.0010967787,"about_ca_system_score_gemma":0.0010037452,"threshold_uncertainty_score":0.021819353},"labels":[],"label_agreement":null},{"id":"W4386523170","doi":"10.32920/24101493.v1","title":"Malleable Matter: Adaptable and Responsive Space","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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; NSCAD University","funders":"","keywords":"Architectural engineering; Architecture; Building envelope; Space (punctuation); Envelope (radar); Systems engineering; Engineering; Computer science; Aerospace engineering; Physics; Visual arts; Art; Meteorology","score_opus":0.019262831469476792,"score_gpt":0.21067598094400738,"score_spread":0.1914131494745306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386523170","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":[0.43067914,0.001932731,0.29603764,0.002049804,0.0005594708,0.0001422599,0.00019197121,0.0014486631,0.26695827],"genre_scores_gemma":[0.9522467,0.0005329272,0.022528807,0.0002062189,0.000078102006,0.00005845282,0.00006958418,0.00016502422,0.024114136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981683,0.000045677694,0.00000434775,0.000047887894,0.00005281975,0.000032529515],"domain_scores_gemma":[0.9998319,0.000059560964,0.000017662054,0.000039499126,0.000014954892,0.000036447516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022459403,0.00031174792,0.00019416,0.0002888429,0.0006504364,0.0020148589,0.00059003686,0.00076478085,0.009414875],"category_scores_gemma":[0.0006909723,0.00020307853,0.00024940772,0.00025739192,0.0017364243,0.002136341,0.0024547556,0.0006504872,0.0010916834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034806767,0.00012559137,0.0012991853,0.0003522159,0.000032877615,0.000996903,0.0033692564,0.04222367,0.17146143,0.683394,0.0044700042,0.09192672],"study_design_scores_gemma":[0.00012865836,0.00047469427,0.0060975533,0.00011898692,0.000055624205,0.0016072139,0.004477227,0.14212851,0.07615461,0.5253819,0.24321663,0.00015844563],"about_ca_topic_score_codex":0.00040519275,"about_ca_topic_score_gemma":0.00052430766,"teacher_disagreement_score":0.009414875,"about_ca_system_score_codex":0.00034649548,"about_ca_system_score_gemma":0.0002331492,"threshold_uncertainty_score":0.03149593},"labels":[],"label_agreement":null},{"id":"W4386523857","doi":"10.32920/24101490","title":"Malleable Matter: Adaptable and Responsive Space","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Weaving; Textile; Materials science; Materiality (auditing); Smart material; Polyester; Composite material; Wool; Synthetic fiber; SILK; Fiber; Aesthetics","score_opus":0.019262831469476792,"score_gpt":0.21067598094400738,"score_spread":0.1914131494745306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386523857","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":[0.43385252,0.0151187545,0.22683412,0.0040484103,0.002666525,0.00022432432,0.0004902271,0.0042203795,0.31254467],"genre_scores_gemma":[0.89187986,0.0031238669,0.029038813,0.00070117525,0.00038581985,0.00010848736,0.00026677977,0.00044468488,0.074050516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998716,0.0000138338055,0.0000033238962,0.00004266911,0.00004350915,0.000025045201],"domain_scores_gemma":[0.9998729,0.000027539512,0.000015524385,0.000033006974,0.000017171593,0.000033879376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012215432,0.00031089343,0.00031555814,0.00034589597,0.0006392368,0.0014358234,0.0005315765,0.00073787215,0.011327417],"category_scores_gemma":[0.00037046394,0.0002139057,0.0002373355,0.00022029715,0.0012039441,0.001568129,0.0013912619,0.00066457526,0.0021627932],"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":[0.00024363412,0.00011173046,0.00044220357,0.00047766772,0.00003191149,0.0007142928,0.00044737002,0.012925242,0.3181735,0.5916433,0.011272567,0.06351665],"study_design_scores_gemma":[0.000095508025,0.00044425673,0.002064275,0.00006865625,0.000040070558,0.0015020758,0.00050261174,0.089242265,0.16632599,0.46704045,0.2725499,0.0001239014],"about_ca_topic_score_codex":0.0002460864,"about_ca_topic_score_gemma":0.00032018835,"teacher_disagreement_score":0.011327417,"about_ca_system_score_codex":0.0003522191,"about_ca_system_score_gemma":0.00021325119,"threshold_uncertainty_score":0.03789395},"labels":[],"label_agreement":null},{"id":"W4386523935","doi":"10.32920/24101490.v1","title":"Malleable Matter: Adaptable and Responsive Space","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Weaving; Textile; Materials science; Materiality (auditing); Smart material; Wool; Composite material; Polyester; Synthetic fiber; SILK; Fiber","score_opus":0.019262831469476792,"score_gpt":0.21067598094400738,"score_spread":0.1914131494745306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386523935","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":[0.43385252,0.0151187545,0.22683412,0.0040484103,0.002666525,0.00022432432,0.0004902271,0.0042203795,0.31254467],"genre_scores_gemma":[0.89187986,0.0031238669,0.029038813,0.00070117525,0.00038581985,0.00010848736,0.00026677977,0.00044468488,0.074050516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998716,0.0000138338055,0.0000033238962,0.00004266911,0.00004350915,0.000025045201],"domain_scores_gemma":[0.9998729,0.000027539512,0.000015524385,0.000033006974,0.000017171593,0.000033879376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012215432,0.00031089343,0.00031555814,0.00034589597,0.0006392368,0.0014358234,0.0005315765,0.00073787215,0.011327417],"category_scores_gemma":[0.00037046394,0.0002139057,0.0002373355,0.00022029715,0.0012039441,0.001568129,0.0013912619,0.00066457526,0.0021627932],"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":[0.00024363412,0.00011173046,0.00044220357,0.00047766772,0.00003191149,0.0007142928,0.00044737002,0.012925242,0.3181735,0.5916433,0.011272567,0.06351665],"study_design_scores_gemma":[0.000095508025,0.00044425673,0.002064275,0.00006865625,0.000040070558,0.0015020758,0.00050261174,0.089242265,0.16632599,0.46704045,0.2725499,0.0001239014],"about_ca_topic_score_codex":0.0002460864,"about_ca_topic_score_gemma":0.00032018835,"teacher_disagreement_score":0.011327417,"about_ca_system_score_codex":0.0003522191,"about_ca_system_score_gemma":0.00021325119,"threshold_uncertainty_score":0.03789395},"labels":[],"label_agreement":null},{"id":"W4386524500","doi":"10.32920/24101496.v1","title":"Convergence of Architectural, Visual and Climate Data","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Computer science; Architecture; Context (archaeology); Visualization; Electric light; Technological convergence; Renewable energy; Data science; Meteorology; Engineering; Visual arts; Geography; Artificial intelligence; Telecommunications","score_opus":0.05451634967820325,"score_gpt":0.29247442582905925,"score_spread":0.237958076150856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386524500","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":[0.23694122,0.0047709886,0.46710637,0.008804841,0.0011244107,0.00047069645,0.014491573,0.009849642,0.25644034],"genre_scores_gemma":[0.8021878,0.0021613063,0.16969071,0.0008442724,0.00030170713,0.00018026792,0.0096680075,0.0017395029,0.01322647],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962203,0.000891672,0.00020801142,0.00065497943,0.001803212,0.00022177551],"domain_scores_gemma":[0.991888,0.0023695533,0.00038681657,0.002137654,0.0028339105,0.0003841399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033308975,0.00042177044,0.00047951564,0.004724825,0.00060408434,0.008204862,0.0006980661,0.00078115764,0.006522335],"category_scores_gemma":[0.019125942,0.0005059473,0.00051867636,0.005255188,0.0013125108,0.0054856343,0.0045236624,0.0014817916,0.002392984],"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":[0.0005420576,0.0003422497,0.05652894,0.001241258,0.000340846,0.0008336945,0.010063669,0.015538145,0.031954102,0.13257527,0.03672193,0.71331793],"study_design_scores_gemma":[0.000054572934,0.00022560952,0.19445853,0.0010068654,0.00027400188,0.0014057456,0.015720893,0.109859966,0.035319693,0.121881746,0.5194159,0.00037642257],"about_ca_topic_score_codex":0.0053528342,"about_ca_topic_score_gemma":0.008036912,"teacher_disagreement_score":0.008204862,"about_ca_system_score_codex":0.0010967787,"about_ca_system_score_gemma":0.0010037452,"threshold_uncertainty_score":0.021819353},"labels":[],"label_agreement":null},{"id":"W4386815007","doi":"10.52842/conf.ecaade.2023.2.059","title":"Heteromorph","year":2023,"lang":"sv","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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 Montréal","funders":"","keywords":"Reuse; Computer science; Control reconfiguration; Rationalization (economics); Workflow; Flexibility (engineering); Constructive; Industrial engineering; Engineering; Process (computing); Mathematics","score_opus":0.014718907484504355,"score_gpt":0.21699620283726195,"score_spread":0.2022772953527576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386815007","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":[0.0496493,0.0012600181,0.30554232,0.0011902276,0.0010087573,0.00028652864,0.0022129638,0.003516793,0.6353332],"genre_scores_gemma":[0.43817097,0.001507667,0.104933836,0.0014256163,0.00035805552,0.00040016783,0.0065448736,0.0023421703,0.44431672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938154,0.00005989941,0.000039719296,0.0002347007,0.00020460869,0.000079604106],"domain_scores_gemma":[0.9995634,0.000058445406,0.000036453854,0.00019676532,0.000108566965,0.000036366768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039117472,0.00041018755,0.0003127306,0.0007042637,0.001089127,0.0022284796,0.00083969114,0.00060955586,0.046394236],"category_scores_gemma":[0.00077878777,0.00028005714,0.0004704368,0.0007247529,0.0012256054,0.0028749027,0.00244684,0.0009561709,0.014523952],"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":[0.00011204474,0.000053204523,0.0010066809,0.00015011328,0.00001705173,0.00045688252,0.00066749856,0.0012642307,0.009930232,0.82588273,0.02718273,0.13327657],"study_design_scores_gemma":[0.000019067766,0.00005369498,0.0009316985,0.0000484973,0.000018453602,0.0012647056,0.00038768788,0.0029056661,0.005935622,0.1597015,0.82871336,0.000020008514],"about_ca_topic_score_codex":0.0010319685,"about_ca_topic_score_gemma":0.0013476837,"teacher_disagreement_score":0.046394236,"about_ca_system_score_codex":0.000707931,"about_ca_system_score_gemma":0.0005648605,"threshold_uncertainty_score":0.15520418},"labels":[],"label_agreement":null},{"id":"W4386815055","doi":"10.52842/conf.ecaade.2023.2","title":"Proceedings of the 41st International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) [Volume 2]","year":2023,"lang":"en","type":"paratext","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universität Innsbruck; Universität Stuttgart; Istanbul Teknik Üniversitesi; Universidade do Porto; Universidade de São Paulo; Technische Universität Wien; Bauhaus-Universität Weimar; Nanchang University; Technische Universität München; KU Leuven; Università degli Studi di Torino; Universidad de Chile; Carnegie Mellon University; National University of Singapore; Eidgenössische Technische Hochschule Zürich; Chalmers Tekniska Högskola; Hague University of Applied Sciences; University of Texas at San Antonio; TU Graz, Internationale Beziehungen und Mobilitätsprogramme; Université Laval; Texas Tech University","keywords":"Volume (thermodynamics); Computer science; Software engineering; Architectural engineering; Engineering drawing; Engineering ethics; Engineering","score_opus":0.06536735669906173,"score_gpt":0.29855987902611586,"score_spread":0.23319252232705412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386815055","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":[0.019669715,0.15107317,0.2443445,0.012332904,0.052620858,0.00072690996,0.0022333388,0.006405849,0.51059276],"genre_scores_gemma":[0.05347042,0.07218707,0.10472352,0.0022518083,0.0032713055,0.0004349366,0.0067732357,0.0016855416,0.7552022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825865,0.0003896382,0.00010420614,0.00023538373,0.0008687469,0.00014337586],"domain_scores_gemma":[0.9980381,0.0004577902,0.000049904964,0.00035152768,0.0008029481,0.00029981814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024590772,0.0009487176,0.0010418518,0.0020036327,0.00072650623,0.0041145342,0.001442943,0.0016940298,0.090472884],"category_scores_gemma":[0.0032605676,0.0004498981,0.00071712607,0.0016091932,0.0011071891,0.0020857013,0.0021493142,0.0021206138,0.035907485],"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":[0.00013948465,0.00022840285,0.0009839766,0.000443406,0.00005235725,0.00015251737,0.0002516952,0.0010824703,0.0042083394,0.008712031,0.4130794,0.5706659],"study_design_scores_gemma":[0.000010665847,0.00006339996,0.0014579161,0.0003175741,0.000020869813,0.00035656546,0.00017122054,0.0023399459,0.0011714684,0.0026789543,0.99139106,0.000020300768],"about_ca_topic_score_codex":0.0038121426,"about_ca_topic_score_gemma":0.0070740934,"teacher_disagreement_score":0.090472884,"about_ca_system_score_codex":0.0009220154,"about_ca_system_score_gemma":0.0022059346,"threshold_uncertainty_score":0.3026619},"labels":[],"label_agreement":null},{"id":"W4386815127","doi":"10.52842/conf.ecaade.2023.1.611","title":"Catenary Wooden Roof Structures: Precedent knowledge for future algorithmic design and construction optimisation","year":2023,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Catenary; Roof; Bespoke; Architecture; Architectural engineering; Exhibition; Engineering; Civil engineering; Construction engineering; Computer science; Structural engineering; Visual arts","score_opus":0.015054378794179452,"score_gpt":0.22948500133934693,"score_spread":0.21443062254516748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386815127","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":[0.011707665,0.06902229,0.8432362,0.008335083,0.0004691774,0.00008508747,0.00022689688,0.00026417166,0.06665352],"genre_scores_gemma":[0.18599196,0.07155248,0.7251399,0.00151197,0.0010796733,0.000323096,0.0011018425,0.00033564933,0.012963416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99823207,0.0005438606,0.00014334593,0.00037148388,0.0006131537,0.00009603052],"domain_scores_gemma":[0.9941415,0.0043474333,0.0001849345,0.00064462854,0.0005424078,0.0001391245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036955064,0.001072762,0.0008182828,0.0013957189,0.0008112836,0.0042356057,0.002366975,0.002342049,0.010757863],"category_scores_gemma":[0.010001377,0.00085189834,0.0011542174,0.0017324301,0.003742596,0.0046043484,0.0018798519,0.0032967818,0.0029683288],"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":[0.00005168758,0.0001400872,0.0014556134,0.0018302712,0.000055730594,0.00022040006,0.00079052406,0.07398242,0.00085483416,0.6564316,0.008845336,0.25534138],"study_design_scores_gemma":[0.000021377797,0.00008541721,0.00057813624,0.0013988758,0.000025001711,0.00018972644,0.00040832494,0.08977109,0.0008011176,0.7360547,0.1706199,0.00004635748],"about_ca_topic_score_codex":0.0021159449,"about_ca_topic_score_gemma":0.0028280523,"teacher_disagreement_score":0.010757863,"about_ca_system_score_codex":0.0018412278,"about_ca_system_score_gemma":0.002080524,"threshold_uncertainty_score":0.03598863},"labels":[],"label_agreement":null},{"id":"W4386859926","doi":"10.3390/engproc2023043027","title":"Structural Folding for Architectural Applications","year":2023,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Folding (DSP implementation); Engineering; Structural engineering","score_opus":0.016736331857656328,"score_gpt":0.24147139244900276,"score_spread":0.22473506059134643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386859926","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":[0.024035083,0.008344031,0.68126625,0.002318999,0.0022634289,0.00040098932,0.0021883764,0.013741325,0.2654415],"genre_scores_gemma":[0.31646016,0.0108075775,0.5029249,0.0014219779,0.0007528883,0.00062856346,0.004173294,0.0035996926,0.1592309],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996686,0.000051635292,0.000018643279,0.000050342427,0.0001802474,0.00003053446],"domain_scores_gemma":[0.9995146,0.00008254534,0.00003151783,0.00021610624,0.000114280134,0.000040910832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003684031,0.0009871846,0.0003919971,0.00063944276,0.00055071793,0.0014183235,0.0011376288,0.0010863701,0.073976666],"category_scores_gemma":[0.0010697785,0.0003958238,0.00075070374,0.00089198054,0.00049552793,0.0010891904,0.00146639,0.0012042187,0.02537276],"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":[0.000114235794,0.00010826917,0.0011952501,0.0013601247,0.000039209724,0.0004540027,0.00046361427,0.021231366,0.124288715,0.13832396,0.076162875,0.6362584],"study_design_scores_gemma":[0.00002334035,0.00019131103,0.0010990401,0.00024337329,0.000027325577,0.0007991677,0.0001723318,0.026925229,0.018354546,0.043953493,0.9081717,0.000039068836],"about_ca_topic_score_codex":0.0005461903,"about_ca_topic_score_gemma":0.0013820456,"teacher_disagreement_score":0.073976666,"about_ca_system_score_codex":0.00046184487,"about_ca_system_score_gemma":0.0004431274,"threshold_uncertainty_score":0.24747658},"labels":[],"label_agreement":null},{"id":"W4387019262","doi":"10.18280/ijsdp.180904","title":"The Role of Nature in Developing Sustainable Structural Systems for Architecture","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Sustainable development; Business; Architectural engineering; Computer science; Environmental planning; Environmental science; Engineering; Geography; Biology; Ecology","score_opus":0.0055894983501811974,"score_gpt":0.2334492909471183,"score_spread":0.22785979259693712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387019262","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":[0.10134197,0.09977357,0.17574906,0.02680887,0.00068944495,0.00017529906,0.00010686885,0.00010091273,0.59525406],"genre_scores_gemma":[0.8880357,0.05201844,0.04775294,0.001259032,0.00015244404,0.00011579318,0.000047193986,0.00004289945,0.010575666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99886936,0.0006865546,0.000044408323,0.00008814149,0.0002569075,0.000054581516],"domain_scores_gemma":[0.99827015,0.0012601066,0.0001408095,0.000100083125,0.00018073955,0.000048053855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020769057,0.00022749929,0.00018967887,0.0010030938,0.0013199162,0.0033437584,0.0005423046,0.0010476535,0.0022204893],"category_scores_gemma":[0.0020566932,0.00019819233,0.00023194191,0.0009962295,0.00671544,0.0040450487,0.0014174052,0.0009756697,0.0002873868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000627791,0.000016309412,0.0015753086,0.00091571396,0.00001598978,0.00017781813,0.0034797245,0.005996929,0.0013337008,0.9283794,0.0013478287,0.056755032],"study_design_scores_gemma":[0.0000063464067,0.00007668574,0.004760468,0.002210214,0.000034992194,0.00040953723,0.009025696,0.0048174243,0.0021468115,0.57345384,0.40301654,0.00004145076],"about_ca_topic_score_codex":0.002525046,"about_ca_topic_score_gemma":0.0076951412,"teacher_disagreement_score":0.0033437584,"about_ca_system_score_codex":0.0022022047,"about_ca_system_score_gemma":0.0034123478,"threshold_uncertainty_score":0.015978158},"labels":[],"label_agreement":null},{"id":"W4387404806","doi":"10.1007/978-3-031-36922-3_42","title":"From DfMA to DfR: Exploring a Digital and Physical Technological Stack to Enable Digital Timber for SMEs","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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 Calgary","funders":"","keywords":"Factory (object-oriented programming); Engineering; Manufacturing engineering; Carpentry; Building information modeling; Productivity; Systems engineering; Engineering management; Computer science; Operations management; Civil engineering","score_opus":0.021921120093790904,"score_gpt":0.21057394496698278,"score_spread":0.18865282487319188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387404806","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":[0.08040772,0.0054675206,0.072953776,0.01101291,0.0004627098,0.000078248064,0.00012146512,0.00069494895,0.82880074],"genre_scores_gemma":[0.77780074,0.005897342,0.0443139,0.0013005637,0.00015788458,0.000081210885,0.0001479233,0.00021502466,0.1700854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975234,0.0000489123,0.000008471627,0.00003665473,0.000086352105,0.00006720249],"domain_scores_gemma":[0.9997868,0.00007677394,0.00001276252,0.000039522623,0.00003596974,0.000048131864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060318195,0.00035002374,0.00031056785,0.0007589549,0.0015192616,0.007032463,0.00086913095,0.0019779971,0.017544504],"category_scores_gemma":[0.0008597256,0.00022138325,0.0003380395,0.00097022654,0.0023037822,0.012822156,0.0036182012,0.0017250855,0.0033451747],"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":[0.00004586744,0.000064489686,0.00026377602,0.00018211475,0.0000047515055,0.00037357915,0.0019241188,0.0009925936,0.0058386335,0.8633939,0.007523702,0.11939238],"study_design_scores_gemma":[0.00001955072,0.00019208575,0.000725192,0.00054540084,0.00001922034,0.0006849329,0.0069473544,0.007927574,0.005460217,0.47034383,0.5070913,0.000043292395],"about_ca_topic_score_codex":0.0016423591,"about_ca_topic_score_gemma":0.0036880074,"teacher_disagreement_score":0.017544504,"about_ca_system_score_codex":0.0013683132,"about_ca_system_score_gemma":0.0016728688,"threshold_uncertainty_score":0.058692217},"labels":[],"label_agreement":null},{"id":"W4387404940","doi":"10.1007/978-3-031-36922-3_43","title":"Spatial Curved Laminated Timber Structures","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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 Calgary","funders":"","keywords":"Polyhedron; Bent molecular geometry; Computer science; Realisation; Production (economics); Engineering; Architectural engineering; Structural engineering; Engineering drawing; Geometry; Mathematics","score_opus":0.010527122960932838,"score_gpt":0.2003160377003623,"score_spread":0.18978891473942947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387404940","genre_codex":"methods","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":[0.068748094,0.002376342,0.48776445,0.00024051525,0.00042277027,0.0000321019,0.0005286484,0.0008194924,0.43906766],"genre_scores_gemma":[0.537451,0.0033429426,0.09062129,0.00015306303,0.00014444858,0.000058832084,0.00062401226,0.00028942153,0.3673149],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99995995,0.000004209887,0.0000014501438,0.0000081488915,0.000021696751,0.000004545536],"domain_scores_gemma":[0.9999554,0.000008458435,0.0000056232975,0.000012588917,0.000014475115,0.0000034680259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004718962,0.00032619995,0.0001776118,0.00023118242,0.00019880479,0.0005862444,0.00039813033,0.00023665016,0.016819403],"category_scores_gemma":[0.00012181734,0.00019172193,0.00017009396,0.0004486159,0.00028645343,0.0004887953,0.00045898557,0.00036977872,0.003449861],"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":[0.00009501484,0.000041970456,0.0004566048,0.0002676534,0.0000205766,0.0003766715,0.00019843514,0.10697487,0.074916825,0.4680434,0.018624501,0.3299835],"study_design_scores_gemma":[0.000022233104,0.00029189294,0.003455629,0.00017234485,0.000037285183,0.0023887607,0.00035265804,0.21335983,0.03787385,0.3510308,0.39096385,0.00005080751],"about_ca_topic_score_codex":0.00030123518,"about_ca_topic_score_gemma":0.0011324626,"teacher_disagreement_score":0.016819403,"about_ca_system_score_codex":0.0002241093,"about_ca_system_score_gemma":0.000153911,"threshold_uncertainty_score":0.056266487},"labels":[],"label_agreement":null},{"id":"W4387609838","doi":"10.4324/9781003294658-4","title":"What Drawing Can Lead Us to See","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational 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":"Lead (geology); Computer science; Geology; Geomorphology","score_opus":0.019116247472379323,"score_gpt":0.2114637664448002,"score_spread":0.19234751897242086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387609838","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":[0.017004749,0.0053420044,0.15873897,0.06593303,0.0031975042,0.00016677643,0.00017456415,0.0009210512,0.7485213],"genre_scores_gemma":[0.65884835,0.009942811,0.112187184,0.014665989,0.0010109433,0.000660396,0.0004226506,0.0026082953,0.19965334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.988221,0.008035006,0.0001804328,0.00092915574,0.0019599372,0.00067440595],"domain_scores_gemma":[0.9909917,0.0049925703,0.00038508556,0.0019077931,0.0010387547,0.00068407046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006754382,0.0012009015,0.00043539825,0.0018636448,0.009055418,0.016784647,0.002448301,0.004168029,0.024592],"category_scores_gemma":[0.02269145,0.00083936757,0.00081428443,0.0020441096,0.031562503,0.02196003,0.008397117,0.0050880155,0.009714589],"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":[0.000020992802,0.000023148636,0.0006763946,0.00023776382,0.000015985612,0.00072252314,0.22871326,0.0004427918,0.00047731685,0.6546062,0.06089419,0.0531694],"study_design_scores_gemma":[0.000008610689,0.000011434236,0.00016779698,0.0004567511,0.000008873032,0.0005942008,0.07303141,0.00033032915,0.00031334616,0.18750429,0.7375465,0.000026515583],"about_ca_topic_score_codex":0.0042365612,"about_ca_topic_score_gemma":0.0057387156,"teacher_disagreement_score":0.024592,"about_ca_system_score_codex":0.0028035652,"about_ca_system_score_gemma":0.0023981552,"threshold_uncertainty_score":0.08226848},"labels":[],"label_agreement":null},{"id":"W4388105361","doi":"10.18280/ijsdp.181014","title":"A Comparative Analysis of Design Criteria Influencing Building Material Selection Across Different Architectural Contexts","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Architectural design; Selection (genetic algorithm); Material selection; Computer science; Engineering; Architecture; Geography; Materials science","score_opus":0.020849131081823236,"score_gpt":0.30084007571661403,"score_spread":0.2799909446347908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388105361","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":[0.9865443,0.00030565396,0.004275023,0.000051251125,0.0000076705355,0.00014235068,0.00004263472,0.00002167369,0.008609551],"genre_scores_gemma":[0.9928181,0.0001537394,0.0061228746,0.000010034021,0.0000020415448,0.00006456484,0.000054075594,0.000019068486,0.0007556224],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937634,0.0030792924,0.00040200382,0.000251755,0.002031555,0.00047210543],"domain_scores_gemma":[0.9837499,0.010835379,0.0012202428,0.0005325163,0.0030388748,0.0006230301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057407836,0.0005451784,0.0005299834,0.004541449,0.0015426875,0.0029129277,0.000683761,0.00062018144,0.0031669333],"category_scores_gemma":[0.018930519,0.0003302538,0.000593006,0.0030592794,0.0013736247,0.001544802,0.0015826494,0.00034912094,0.00038517194],"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":[0.002906119,0.0013910877,0.44315773,0.004151716,0.00042185638,0.00367905,0.048118226,0.027622217,0.05252427,0.01842843,0.0022432858,0.395356],"study_design_scores_gemma":[0.00009716703,0.0034572517,0.7560431,0.0009823063,0.000750965,0.0017010447,0.13705583,0.040667057,0.021756249,0.009177494,0.02800925,0.0003022586],"about_ca_topic_score_codex":0.0023312422,"about_ca_topic_score_gemma":0.0071220323,"teacher_disagreement_score":0.0057407836,"about_ca_system_score_codex":0.0019833313,"about_ca_system_score_gemma":0.0014921401,"threshold_uncertainty_score":0.03036052},"labels":[],"label_agreement":null},{"id":"W4388272305","doi":"10.1201/9781003260554-50","title":"Time after time; how did Pessoa-Soares and Hesse-Haller architect time-dimension aesthetically to form modern readers and liminal authors?","year":2023,"lang":"en","type":"book-chapter","venue":"Time and space","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Federation for the Humanities and Social Sciences","keywords":"Liminality; Dimension (graph theory); Fourth Dimension; Art; Art history; Aesthetics; Spacetime; Mathematics; Pure mathematics; Physics","score_opus":0.008896925685824092,"score_gpt":0.18329583105649316,"score_spread":0.17439890537066907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388272305","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":[0.016299538,0.031771623,0.011675585,0.048123825,0.0064636227,0.0000227344,0.000041033927,0.00016887437,0.88543326],"genre_scores_gemma":[0.43481612,0.010322165,0.004859412,0.0066396412,0.0017950068,0.000063134874,0.000036927035,0.00041072402,0.54105693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995204,0.00025626252,0.000007629761,0.000070043374,0.00010515077,0.000040504106],"domain_scores_gemma":[0.9994935,0.0002872361,0.000029550825,0.00005111484,0.00008258163,0.00005603132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009249146,0.0005516646,0.00024563257,0.0005891681,0.0032543081,0.006937209,0.00053291844,0.001405413,0.004567356],"category_scores_gemma":[0.0020666134,0.00019848431,0.00020976226,0.00045620478,0.010950349,0.0072216513,0.0015177556,0.003115155,0.0014334987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014162599,0.000010133935,0.0000893987,0.000036365538,0.0000023654763,0.00008615159,0.030497577,0.00009002642,0.00020436107,0.9173695,0.038355134,0.013244872],"study_design_scores_gemma":[0.000006152615,0.000016039381,0.00017322482,0.00014964734,0.000004408277,0.00020521149,0.013675374,0.00023738413,0.0003225125,0.11615157,0.8690463,0.0000122108495],"about_ca_topic_score_codex":0.002649839,"about_ca_topic_score_gemma":0.0075624464,"teacher_disagreement_score":0.006937209,"about_ca_system_score_codex":0.0028316705,"about_ca_system_score_gemma":0.001108774,"threshold_uncertainty_score":0.020545304},"labels":[],"label_agreement":null},{"id":"W4388479923","doi":"10.20898/j.iass.2023.021","title":"<i>Pulp</i> ‐ Studio‐Based Research in Thin‐Shell Cast Paper Structures","year":2023,"lang":"en","type":"article","venue":"Journal of the International Association for Shell and Spatial Structures","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Studio; Architecture; Context (archaeology); Architectural engineering; Engineering; Computer science; Construction engineering; Visual arts","score_opus":0.03501855264575142,"score_gpt":0.2907758610217027,"score_spread":0.2557573083759513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388479923","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":[0.16121,0.008730029,0.3030203,0.004382107,0.001148806,0.00010836468,0.00017956694,0.0007603992,0.5204604],"genre_scores_gemma":[0.5997862,0.009808665,0.2352682,0.0006767585,0.0003869278,0.00012880833,0.00034811336,0.0006440951,0.1529522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993782,0.00023617732,0.000019635821,0.00008045674,0.00023915876,0.000046341465],"domain_scores_gemma":[0.99889874,0.000550505,0.000050485756,0.000196321,0.00016499092,0.00013883736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012465175,0.0003337258,0.00031686045,0.0004929857,0.0009463834,0.0025480809,0.00083330256,0.00088278716,0.0086480975],"category_scores_gemma":[0.0018872971,0.0002801303,0.00041943617,0.00055507425,0.0025855422,0.0018488836,0.001203275,0.0014204951,0.0018606908],"study_design_candidate":"bench_or_experimental","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":[0.00011651885,0.00027912806,0.0015745774,0.0006345096,0.00003354002,0.00034361082,0.0043113665,0.023599721,0.024829036,0.713556,0.018558051,0.21216398],"study_design_scores_gemma":[0.00003978586,0.0006202352,0.004332778,0.00049563934,0.00003153774,0.0009439917,0.0035159688,0.04314207,0.057291243,0.17320837,0.71628016,0.00009813972],"about_ca_topic_score_codex":0.0009665723,"about_ca_topic_score_gemma":0.0017034368,"teacher_disagreement_score":0.0086480975,"about_ca_system_score_codex":0.0013738425,"about_ca_system_score_gemma":0.0009420566,"threshold_uncertainty_score":0.028930783},"labels":[],"label_agreement":null},{"id":"W4388514209","doi":"10.59490/footprint.15.1.4942","title":"Environments (out) of Control","year":2020,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Cybernetics; Semiosis; Contingency; Architecture; Conversation; Semiotics; Sociology; Epistemology; Adaptation (eye); Dynamism; Anthropocene; Cognitive science; Computer science; Environmental ethics; Philosophy; Communication; Psychology; History","score_opus":0.009605280528510932,"score_gpt":0.17125017631125272,"score_spread":0.1616448957827418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388514209","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":[0.054817505,0.0019256807,0.056763742,0.0061724884,0.00058432476,0.00006763776,0.0001576421,0.00025995003,0.87925094],"genre_scores_gemma":[0.95322317,0.0011424095,0.004019903,0.0010324117,0.00017858415,0.000100411344,0.0000839458,0.0001527552,0.040066335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99771464,0.00092595833,0.000080103106,0.0005518074,0.00041475447,0.0003128427],"domain_scores_gemma":[0.99902594,0.00031554035,0.00007895207,0.000343932,0.00012169434,0.000113883165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015598654,0.0006511084,0.00045180955,0.0008980245,0.0031215244,0.008131994,0.0008495711,0.0013650546,0.015075368],"category_scores_gemma":[0.0021603229,0.0002998824,0.0003956176,0.0007307052,0.020740958,0.008475989,0.008079429,0.002057727,0.001362341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015184058,0.000007804031,0.00031071942,0.0000346195,0.0000071362792,0.00009312795,0.0052063093,0.00035766317,0.00033446352,0.98570085,0.0011980216,0.006734124],"study_design_scores_gemma":[0.000023350563,0.000048270304,0.00094296696,0.00020120552,0.000025762509,0.00022274212,0.010024602,0.00089517114,0.0006815431,0.6136247,0.37327644,0.0000332306],"about_ca_topic_score_codex":0.0041612973,"about_ca_topic_score_gemma":0.0032138496,"teacher_disagreement_score":0.015075368,"about_ca_system_score_codex":0.001961893,"about_ca_system_score_gemma":0.0021511018,"threshold_uncertainty_score":0.050432086},"labels":[],"label_agreement":null},{"id":"W4388557176","doi":"10.18280/ijdne.180512","title":"Reconsidering the Transparency of Contemporary Architecture and Sustainability Through Development of Glass Technology","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Sustainability; Architecture; Architectural engineering; Engineering; Engineering ethics; Engineering management; Computer science; Ecology; Art; Computer security; Biology; Visual arts","score_opus":0.024584182776010072,"score_gpt":0.2479618490178884,"score_spread":0.22337766624187833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388557176","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":[0.21473742,0.16952926,0.107531905,0.06211392,0.0016125061,0.000082356506,0.000084197934,0.00018635174,0.44412214],"genre_scores_gemma":[0.93109745,0.04584053,0.013079853,0.001490904,0.0003391659,0.00002953088,0.000019208506,0.000043697204,0.008059751],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998026,0.0008045005,0.00007270666,0.0001606701,0.0007327282,0.00020335858],"domain_scores_gemma":[0.9974125,0.0017024027,0.00030057147,0.00020286487,0.00026734042,0.00011434886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003243248,0.0003488659,0.00024997693,0.0018347611,0.0018727776,0.007344478,0.0006361269,0.001643738,0.0015669947],"category_scores_gemma":[0.0031531653,0.00023269458,0.0003476158,0.0013284626,0.013144156,0.009207786,0.0037114767,0.0022275099,0.00020005314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013545749,0.000012614557,0.0006818123,0.00035092625,0.000007709867,0.00020770445,0.0074815443,0.00086464745,0.001353167,0.9464133,0.00094189076,0.041671146],"study_design_scores_gemma":[0.0000046462874,0.00008080392,0.0026718674,0.001228018,0.000032856475,0.0006420158,0.015175279,0.0022354925,0.004396974,0.5754379,0.39803547,0.000058666363],"about_ca_topic_score_codex":0.0030393389,"about_ca_topic_score_gemma":0.0052446844,"teacher_disagreement_score":0.007344478,"about_ca_system_score_codex":0.003411673,"about_ca_system_score_gemma":0.0039609023,"threshold_uncertainty_score":0.024753511},"labels":[],"label_agreement":null},{"id":"W4388987445","doi":"10.1515/9781552382998","title":"Building/Art","year":2004,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Architecture and Computational 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":"Computer science","score_opus":0.008324424023863616,"score_gpt":0.1629223155855777,"score_spread":0.1545978915617141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388987445","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":[0.0004498277,0.0032684945,0.007080192,0.0010908799,0.00060121197,0.000038543723,0.000097346936,0.00024637455,0.98712707],"genre_scores_gemma":[0.02097024,0.0061901826,0.01292696,0.0011621063,0.00028511003,0.00007129954,0.00029447448,0.00046750973,0.9576322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996302,0.000052869254,0.000015593107,0.00007209148,0.00018537743,0.000043821834],"domain_scores_gemma":[0.99979955,0.000050850733,0.000006057786,0.000069168666,0.000050916195,0.000023521987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036952022,0.0008808337,0.00034030294,0.0012853808,0.003545447,0.0051678023,0.0008749819,0.0012148971,0.072366975],"category_scores_gemma":[0.0007630926,0.00034899497,0.0004808811,0.0011820603,0.0042451574,0.0031820738,0.0020411655,0.0017955712,0.023331137],"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":[0.000008917334,0.000014066754,0.000101232545,0.00019645132,0.0000040017208,0.00012557737,0.0023820559,0.00051744503,0.0004945068,0.6386838,0.23637712,0.12109489],"study_design_scores_gemma":[6.9962357e-7,0.000002412087,0.000051171744,0.000050181083,0.0000011153573,0.00008331722,0.00015308797,0.00005859919,0.00010160289,0.013580815,0.9859147,0.000002250741],"about_ca_topic_score_codex":0.008588964,"about_ca_topic_score_gemma":0.019241892,"teacher_disagreement_score":0.072366975,"about_ca_system_score_codex":0.0025473384,"about_ca_system_score_gemma":0.0016620331,"threshold_uncertainty_score":0.24209166},"labels":[],"label_agreement":null},{"id":"W4389094098","doi":"10.31399/asm.amp.2023-07.p045","title":"ASM News for October 2023","year":2023,"lang":"en","type":"article","venue":"AM&P Technical Articles","topic":"Architecture and Computational 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":"Scholarship; Foundation (evidence); Competition (biology); Management; Political science; Executive director; Library science; Law; Computer science; Economics","score_opus":0.01943160858732259,"score_gpt":0.24559980255637043,"score_spread":0.22616819396904783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389094098","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":[0.0012808719,0.0038878764,0.0017851837,0.022809908,0.046619393,0.00015444703,0.0035792242,0.0034695994,0.9164135],"genre_scores_gemma":[0.002109581,0.00076655066,0.0003896719,0.0027656697,0.0017549925,0.000029809886,0.001235381,0.00025350414,0.99069476],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991283,0.000044155524,0.00002309564,0.00006245292,0.0006185694,0.00012353784],"domain_scores_gemma":[0.9986431,0.00007983011,0.000035607572,0.000096048076,0.00084354007,0.00030187165],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077023957,0.000720947,0.00040472698,0.001038632,0.0017015112,0.0039853277,0.000716571,0.0026848349,0.47579217],"category_scores_gemma":[0.001826162,0.0003499398,0.0005094784,0.0007740451,0.00042400905,0.0012566276,0.001114999,0.0026198481,0.39747748],"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":[0.000018207307,0.000009910552,0.000033053642,0.00001988399,8.5124384e-7,0.000018716226,0.0000053253057,0.000024011788,0.00019880928,0.0005613859,0.985796,0.013313988],"study_design_scores_gemma":[0.0000034383274,0.000009474921,0.00012513691,0.000015317895,9.108836e-7,0.000013718557,0.000013540614,0.000039572133,0.000095961084,0.000114611634,0.99956626,0.0000020266912],"about_ca_topic_score_codex":0.0045766025,"about_ca_topic_score_gemma":0.015859623,"teacher_disagreement_score":0.47579217,"about_ca_system_score_codex":0.0010649383,"about_ca_system_score_gemma":0.0013318298,"threshold_uncertainty_score":0.7477188},"labels":[],"label_agreement":null},{"id":"W4389357910","doi":"10.1130/abs/2023am-395304","title":"VALLEY ARCHITECTURE CONTROLS ON HILLSLOPE-CHANNEL CONNECTIVITY IN THE FRASER CANYON","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Architecture and Computational Design","field":"Engineering","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":"Simon Fraser University","funders":"","keywords":"Canyon; Architecture; Channel (broadcasting); Geology; Street canyon; Remote sensing; Hydrology (agriculture); Geomorphology; Computer science; Computer network; Geography; Archaeology; Geotechnical engineering","score_opus":0.01629952807324101,"score_gpt":0.22798004681063103,"score_spread":0.21168051873739002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389357910","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":[0.996396,0.000015968199,0.00018995133,0.00003613676,0.0000015345128,0.0000016096578,0.000061889106,0.000009002334,0.0032879135],"genre_scores_gemma":[0.9994618,0.000007646169,0.00005652136,0.0000034133259,5.354827e-7,8.128999e-7,0.00002560666,0.000003899877,0.00043991412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999232,0.000011803966,0.0000025650934,0.000020079086,0.000007791995,0.000034463406],"domain_scores_gemma":[0.9995981,0.0001466851,0.00004310186,0.000017411738,0.000094307296,0.00010043307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017324457,0.00013797371,0.00023688696,0.0005511813,0.00082373456,0.001023804,0.00028142997,0.00031483272,0.0060338397],"category_scores_gemma":[0.0010019152,0.00018425394,0.00015074296,0.00039554745,0.00061150873,0.00043215914,0.00060163724,0.00021565806,0.00025882144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000870502,0.00021852269,0.6322396,0.00008383811,0.00016958409,0.0008725308,0.0019480187,0.28772438,0.021746742,0.025799405,0.0054160967,0.022910848],"study_design_scores_gemma":[0.000076482815,0.000101492216,0.8572094,0.000036627524,0.00007593945,0.00013707612,0.003062474,0.13015617,0.0010554704,0.006180409,0.0018644716,0.000044090477],"about_ca_topic_score_codex":0.064650096,"about_ca_topic_score_gemma":0.21005309,"teacher_disagreement_score":0.9353499,"about_ca_system_score_codex":0.0011510688,"about_ca_system_score_gemma":0.00082327315,"threshold_uncertainty_score":0.12854755},"labels":[],"label_agreement":null},{"id":"W4389584979","doi":"10.17118/11143/20941","title":"Modelling and comparison of controlled environment agriculture spacesusing building performance simulation tools","year":2023,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Agriculture; Architectural engineering; Environmental science; Engineering; Geography","score_opus":0.026783119831975035,"score_gpt":0.23640734646951905,"score_spread":0.20962422663754401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584979","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":[0.84386367,0.0003001166,0.13421755,0.00010970195,0.000045865403,0.0001572021,0.0005639398,0.0003827273,0.02035932],"genre_scores_gemma":[0.98693466,0.000117413365,0.011324582,0.0000062659137,0.0000044388103,0.00009492333,0.0002052085,0.000029684454,0.001282889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970704,0.0001055007,0.000014272181,0.00003840505,0.00008619548,0.000048596616],"domain_scores_gemma":[0.99946886,0.00032098562,0.00004603011,0.00005132391,0.00008269743,0.000030157358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042152844,0.00072118605,0.0005123104,0.00057975977,0.00040488577,0.0011101248,0.0007899747,0.00089001097,0.0022359863],"category_scores_gemma":[0.0008472052,0.0002340336,0.0005680161,0.0007771727,0.00055618084,0.0005388406,0.00056923827,0.0004232105,0.00026200293],"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":[0.000021604126,0.000029011871,0.0004650573,0.00001595001,0.0000052629866,0.00001531683,0.000013203542,0.9966012,0.0007784676,0.0005173625,0.000035653302,0.0015018493],"study_design_scores_gemma":[0.0000078915655,0.000040531537,0.00043547404,0.0000041262483,0.0000051480356,0.0000066327398,0.000018775234,0.9975158,0.0012548255,0.00031510965,0.00039077338,0.0000048909274],"about_ca_topic_score_codex":0.009288228,"about_ca_topic_score_gemma":0.0050496766,"teacher_disagreement_score":0.009288228,"about_ca_system_score_codex":0.00080258166,"about_ca_system_score_gemma":0.0006680593,"threshold_uncertainty_score":0.01846832},"labels":[],"label_agreement":null},{"id":"W4389634816","doi":"10.35483/acsa.aia.inter.21.9","title":"Local Timber to Support Community Growth","year":2021,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Workflow; Prosperity; Flexibility (engineering); Computer science; Architectural engineering; Engineering","score_opus":0.013182267860425421,"score_gpt":0.21775369232868355,"score_spread":0.20457142446825813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389634816","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":[0.1229084,0.0017873992,0.027526023,0.015465397,0.0007420856,0.0009111428,0.000551653,0.0010710601,0.8290369],"genre_scores_gemma":[0.69754475,0.0019448209,0.037335496,0.0021852367,0.00019880067,0.0009604158,0.0010277869,0.00046286194,0.25833985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986663,0.00036990063,0.00003089271,0.00017750035,0.00036712797,0.00038832656],"domain_scores_gemma":[0.99789643,0.0002030022,0.00012152779,0.00028529373,0.0005352896,0.00095840666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017657182,0.00056265277,0.00027769187,0.0012019887,0.005195171,0.0041495664,0.0029927364,0.0012402891,0.052790664],"category_scores_gemma":[0.003507178,0.00023677338,0.0003416245,0.0011606556,0.0018254399,0.003871667,0.015281558,0.0014811519,0.010019028],"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":[0.00017567477,0.00091204775,0.011015391,0.0012213071,0.000043705182,0.0022968512,0.030075695,0.0029580672,0.0067774435,0.20236456,0.14480682,0.5973524],"study_design_scores_gemma":[0.000027425875,0.00016263302,0.0031827958,0.00041576198,0.000017671879,0.00031722424,0.02933186,0.0015876656,0.0013130397,0.026520917,0.9370964,0.000026616823],"about_ca_topic_score_codex":0.0065855808,"about_ca_topic_score_gemma":0.024451004,"teacher_disagreement_score":0.052790664,"about_ca_system_score_codex":0.0025121565,"about_ca_system_score_gemma":0.007438047,"threshold_uncertainty_score":0.17660236},"labels":[],"label_agreement":null},{"id":"W4389746687","doi":"10.1007/979-8-8688-0005-4_6","title":"A Basic Review of Illustrator’s Shape Tools","year":2023,"lang":"en","type":"review","venue":"Apress eBooks","topic":"Architecture and Computational Design","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":"Delta-Q Technologies (Canada)","funders":"","keywords":"Infographic; Engineering drawing; Computer science; Computer graphics (images); Engineering; Data mining","score_opus":0.10842519866484848,"score_gpt":0.3130356789026543,"score_spread":0.20461048023780584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389746687","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":[0.0001275855,0.9771748,0.0010939742,0.000996797,0.0011566576,0.000032801057,0.00019377511,0.00013201314,0.019091615],"genre_scores_gemma":[0.0008161051,0.9834598,0.002070611,0.0013421228,0.0010506575,0.0000653804,0.00035261622,0.00007982815,0.010762812],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993063,0.00012602222,0.000092882736,0.00007953825,0.00035275062,0.000042477597],"domain_scores_gemma":[0.99829274,0.00085734256,0.00011578364,0.00006745876,0.00055334455,0.00011326472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013801377,0.0009901187,0.0011928441,0.007095753,0.00057818793,0.0020793255,0.0014667545,0.001287858,0.032786187],"category_scores_gemma":[0.0044665816,0.00065205636,0.0008232618,0.0051878397,0.0008408641,0.0030890633,0.0011932964,0.002325717,0.027736155],"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":[0.00003068398,0.0000399672,0.00008882379,0.017595261,0.000035435867,0.00012290095,0.00012651259,0.00016706352,0.0010548987,0.0056374082,0.22635438,0.7487466],"study_design_scores_gemma":[0.0000028457894,0.000020802308,0.00013042837,0.0019278461,0.000013717215,0.00029835364,0.000018714198,0.000016597878,0.00020401659,0.00067439413,0.9966834,0.000008731524],"about_ca_topic_score_codex":0.0012311144,"about_ca_topic_score_gemma":0.0025965169,"teacher_disagreement_score":0.032786187,"about_ca_system_score_codex":0.00072368764,"about_ca_system_score_gemma":0.001487722,"threshold_uncertainty_score":0.10968071},"labels":[],"label_agreement":null},{"id":"W4389764983","doi":"10.1007/979-8-8688-0005-4_8","title":"Working with Illustrator’s Layers and Additional Drawing and Type Tools","year":2023,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Architecture and Computational Design","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":"Delta-Q Technologies (Canada)","funders":"","keywords":"Type (biology); Geology; Paleontology","score_opus":0.0398491754256294,"score_gpt":0.19205081488290923,"score_spread":0.15220163945727982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389764983","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008830781,0.0050494354,0.073784575,0.002045549,0.0027058525,0.00006973146,0.00038682035,0.002985364,0.9120895],"genre_scores_gemma":[0.0044834283,0.0047953646,0.055559475,0.0012736794,0.0008029564,0.00008666125,0.0006986789,0.003378043,0.9289217],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993394,0.00010083814,0.000037260477,0.000109907814,0.0003622435,0.000050233302],"domain_scores_gemma":[0.9991943,0.0002612139,0.000027921387,0.00017085386,0.00026584894,0.00007988035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061914104,0.0012903042,0.00058488315,0.0020956963,0.0015050727,0.0043537067,0.0010911236,0.001077578,0.13529481],"category_scores_gemma":[0.002319675,0.00063753326,0.0009897216,0.001848082,0.0011857214,0.0068025524,0.002131021,0.0032761807,0.09074607],"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":[0.000020603882,0.000026717622,0.00010694696,0.00045837328,0.00001087031,0.00017539908,0.0012518914,0.00069047743,0.0036726734,0.121842004,0.6254335,0.24631058],"study_design_scores_gemma":[0.0000015414039,0.000005373429,0.000076126664,0.00009702904,0.0000030219514,0.00024074265,0.000060873514,0.00023449445,0.00049046177,0.0092391195,0.98954403,0.00000730603],"about_ca_topic_score_codex":0.0009772708,"about_ca_topic_score_gemma":0.0032134005,"teacher_disagreement_score":0.13529481,"about_ca_system_score_codex":0.0010452231,"about_ca_system_score_gemma":0.0006981476,"threshold_uncertainty_score":0.4526062},"labels":[],"label_agreement":null},{"id":"W4389793122","doi":"10.4028/b-8nfqkf","title":"Green and Advanced Building Materials and Structural Engineering","year":2023,"lang":"en","type":"book","venue":"Trans Tech Publications Ltd. eBooks","topic":"Architecture and Computational Design","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":"Impact","funders":"","keywords":"Architectural engineering; Engineering; Construction engineering","score_opus":0.009447195789501261,"score_gpt":0.21605771132934923,"score_spread":0.20661051553984797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389793122","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":[0.0017066173,0.08182946,0.015650045,0.0036842409,0.012055762,0.0000449371,0.00046431273,0.0006793111,0.8838854],"genre_scores_gemma":[0.005869526,0.024513124,0.0055026417,0.00084610167,0.001187728,0.000023866041,0.00026569996,0.00027857706,0.9615128],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998305,0.000014188807,0.0000039316287,0.000020364185,0.00011942118,0.000011535506],"domain_scores_gemma":[0.999899,0.00003258777,0.0000059431013,0.00001614554,0.00003079942,0.000015565856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001326877,0.0007160317,0.0005254661,0.0010261412,0.00061769056,0.0019111725,0.00045479342,0.0008639263,0.087547116],"category_scores_gemma":[0.0003137606,0.0003246546,0.0003961214,0.001375418,0.00062413915,0.0014787904,0.00093001424,0.0013426873,0.03738142],"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":[0.000018682795,0.000035531193,0.000078736004,0.0004364899,0.000009111783,0.00006553267,0.000082094855,0.0014726716,0.002758355,0.09634857,0.62298393,0.27571034],"study_design_scores_gemma":[0.0000015431702,0.000008051899,0.0001403068,0.00007908042,0.0000016659683,0.00008108858,0.000024902703,0.00042616468,0.0003504417,0.026968963,0.9719141,0.00000372362],"about_ca_topic_score_codex":0.0006554814,"about_ca_topic_score_gemma":0.0029006316,"teacher_disagreement_score":0.087547116,"about_ca_system_score_codex":0.0005305121,"about_ca_system_score_gemma":0.00050523184,"threshold_uncertainty_score":0.29287428},"labels":[],"label_agreement":null},{"id":"W4389915591","doi":"10.3390/buildings13123136","title":"Revealing a Gap in Parametric Architecture’s Address of “Context”","year":2023,"lang":"en","type":"article","venue":"Buildings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Architecture; Connotation; Context (archaeology); Politics; Parametric design; Architectural engineering; Sociology; Parametric statistics; Computer science; Epistemology; Engineering; Political science; Geography; Law; Linguistics; Mathematics","score_opus":0.02086806643655616,"score_gpt":0.24233775910606756,"score_spread":0.2214696926695114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389915591","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":[0.40210122,0.010421913,0.19717264,0.04221697,0.0006377968,0.000082574516,0.00012254769,0.00014153805,0.34710276],"genre_scores_gemma":[0.98895466,0.0009940232,0.00763183,0.0005771572,0.000046017765,0.000034174645,0.00002113504,0.00004719619,0.0016939157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9897551,0.0068943654,0.00035318625,0.0008503651,0.0015784301,0.00056862785],"domain_scores_gemma":[0.989393,0.0074543115,0.0004892632,0.0014073612,0.0009310787,0.00032510347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008451883,0.0005705805,0.0004887426,0.002309037,0.0052376166,0.0114462,0.0014192632,0.0027149222,0.0043275305],"category_scores_gemma":[0.015414839,0.00052988867,0.0005985943,0.0023609677,0.019980852,0.014190526,0.009521829,0.0038085538,0.0003862438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004504689,0.000025509209,0.0023497094,0.0002026116,0.000017852628,0.00017655101,0.09360712,0.001251595,0.00083348487,0.8590292,0.001163156,0.041298263],"study_design_scores_gemma":[0.000018593359,0.00007763682,0.009360989,0.0010944805,0.000045998466,0.0006381157,0.17941245,0.005103662,0.0017796184,0.56331325,0.23906992,0.0000852129],"about_ca_topic_score_codex":0.0040741526,"about_ca_topic_score_gemma":0.007718742,"teacher_disagreement_score":0.0114462,"about_ca_system_score_codex":0.004052128,"about_ca_system_score_gemma":0.0036710263,"threshold_uncertainty_score":0.044698358},"labels":[],"label_agreement":null},{"id":"W4390544161","doi":"10.1007/978-3-031-39675-5","title":"A Circular Built Environment in the Digital Age","year":2024,"lang":"en","type":"book","venue":"Circular economy and sustainability","topic":"Architecture and Computational Design","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Eidgenössische Materialprüfungs- und Forschungsanstalt; Singapore University of Technology and Design; National Research Foundation; National University of Singapore; Eidgenössische Technische Hochschule Zürich; Universiteit Maastricht; European Commission; Technische Universiteit Delft; National Science Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Nanyang Technological University; Princeton University","keywords":"Geography","score_opus":0.005888388379123925,"score_gpt":0.18291521966815205,"score_spread":0.17702683128902813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390544161","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":[0.0030480286,0.01084507,0.008245518,0.0068628574,0.0016367612,0.000024221896,0.00009871309,0.00016411196,0.96907467],"genre_scores_gemma":[0.07980686,0.020310715,0.012372191,0.0037480423,0.0006940051,0.00005975439,0.00020154647,0.00022544879,0.88258153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999759,0.000046322886,0.0000069287303,0.00002976915,0.00012658714,0.00003135278],"domain_scores_gemma":[0.99982905,0.000064780135,0.000009694698,0.00002604424,0.00003535678,0.000035000427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024047407,0.00023372499,0.00016339646,0.00044384293,0.0022810802,0.0063960766,0.00037714143,0.0011594942,0.026933542],"category_scores_gemma":[0.0006612785,0.00015769903,0.00020769211,0.0009335201,0.003671098,0.004423104,0.0026856102,0.0013001689,0.005510918],"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":[0.0000044588064,0.0000073829806,0.00009461541,0.00006519103,9.860274e-7,0.00007021511,0.0008991816,0.0002794788,0.00018310008,0.85748416,0.09729558,0.043615676],"study_design_scores_gemma":[6.1263245e-7,0.0000034270865,0.00009924159,0.00007570992,6.884498e-7,0.000076916695,0.00060609507,0.00011436817,0.00007742192,0.04931433,0.949628,0.0000032745772],"about_ca_topic_score_codex":0.0032231736,"about_ca_topic_score_gemma":0.010526012,"teacher_disagreement_score":0.026933542,"about_ca_system_score_codex":0.001631367,"about_ca_system_score_gemma":0.0022126914,"threshold_uncertainty_score":0.09010172},"labels":[],"label_agreement":null},{"id":"W4390706754","doi":"10.33137/rr.v46i2.42310","title":"Donetti, Dario, and Cara Rachele, eds. Building with Paper: The Materiality of Renaissance Architectural Drawings","year":2024,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); The Renaissance; Art; Visual arts; Architectural drawing; Art history; Aesthetics; Architecture","score_opus":0.004749279735883471,"score_gpt":0.19767906381367106,"score_spread":0.1929297840777876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390706754","genre_codex":"review","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":[0.00092559995,0.91897744,0.005712441,0.01685339,0.0048011136,0.00001628738,0.00046855616,0.00021482055,0.05203029],"genre_scores_gemma":[0.007914627,0.9425266,0.008305409,0.0010197095,0.0030865578,0.000044198838,0.00054194004,0.0001737963,0.03638729],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988795,0.00023275815,0.00009636922,0.00014614806,0.00056953385,0.00007574791],"domain_scores_gemma":[0.99627614,0.0019196699,0.00035384938,0.0002261306,0.00094069977,0.0002835948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017409,0.0020259367,0.0013138064,0.0045850477,0.0014606926,0.0067275157,0.001376146,0.0019317782,0.02489693],"category_scores_gemma":[0.004483781,0.0017756992,0.0008625655,0.007467016,0.0021084896,0.011759713,0.0018032892,0.003728584,0.018197304],"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":[0.00004953323,0.000024405384,0.00059827935,0.0008899119,0.000024777399,0.00009519432,0.0015296858,0.0004852468,0.000251766,0.021807376,0.62746197,0.34678185],"study_design_scores_gemma":[0.000009346159,0.000010296327,0.0016396772,0.0010098373,0.000031072534,0.0004770343,0.001322088,0.00020377156,0.00021951622,0.01359488,0.98145765,0.000024878587],"about_ca_topic_score_codex":0.01831916,"about_ca_topic_score_gemma":0.04346098,"teacher_disagreement_score":0.02489693,"about_ca_system_score_codex":0.0023193173,"about_ca_system_score_gemma":0.003084547,"threshold_uncertainty_score":0.08328849},"labels":[],"label_agreement":null},{"id":"W4391134567","doi":"10.32388/pf944p","title":"Review of: \"Concept of introverted space: is extroverted, multidimensional space an illusion?\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Architecture and Computational Design","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":"University of Alberta","funders":"","keywords":"Illusion; Space (punctuation); Psychology; Cognitive psychology; Computer science","score_opus":0.01628324725187163,"score_gpt":0.27326464833449526,"score_spread":0.25698140108262363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391134567","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043476286,0.03804675,0.0033259597,0.5574904,0.37624222,0.00018349546,0.00066579174,0.00017076406,0.023439834],"genre_scores_gemma":[0.01863111,0.13041185,0.005590495,0.323423,0.364772,0.0006355753,0.0021040319,0.00053018075,0.15390179],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949044,0.0010635362,0.00041465138,0.0004804731,0.002902162,0.0002347956],"domain_scores_gemma":[0.9450443,0.012098964,0.0016028285,0.0017791874,0.036122203,0.0033525964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009313778,0.0005133247,0.00092243456,0.00254251,0.0026404483,0.005168337,0.0031716349,0.005867869,0.024214493],"category_scores_gemma":[0.06405585,0.00044055356,0.00064388535,0.0014330551,0.0049458216,0.0041636694,0.002975983,0.007600724,0.013518107],"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":[0.000008148195,0.000004060419,0.0000333261,0.0002490818,0.000004375938,0.000021518714,0.00006559636,0.000020388865,0.000066956636,0.0061374465,0.97760504,0.015784035],"study_design_scores_gemma":[0.000009258855,0.000010278726,0.000324278,0.00072760205,0.000012932087,0.000094179035,0.00012365007,0.0000643639,0.000112135254,0.005291386,0.9932172,0.000012725767],"about_ca_topic_score_codex":0.004683205,"about_ca_topic_score_gemma":0.00961405,"teacher_disagreement_score":0.024214493,"about_ca_system_score_codex":0.0027669403,"about_ca_system_score_gemma":0.018059032,"threshold_uncertainty_score":0.08100557},"labels":[],"label_agreement":null},{"id":"W4391453398","doi":"10.2139/ssrn.4713336","title":"Dina: Deformable Interaction Analogy","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Architecture and Computational Design","field":"Engineering","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":"Simon Fraser University","funders":"","keywords":"Analogy; Computer science; Epistemology; Philosophy","score_opus":0.006271294404806063,"score_gpt":0.22545725426569146,"score_spread":0.2191859598608854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391453398","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":[0.017577456,0.00052984507,0.7570943,0.0013152574,0.0013440762,0.0001389498,0.0008323991,0.0034896068,0.21767813],"genre_scores_gemma":[0.5036489,0.0007743603,0.323642,0.0011194849,0.00062997756,0.00052795705,0.0024572534,0.0039531207,0.16324697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99945897,0.0001291797,0.000017254619,0.00011536539,0.0002380192,0.000041119692],"domain_scores_gemma":[0.99970573,0.00008231199,0.000017356395,0.00011273925,0.000041618645,0.00004018535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000380842,0.00084903324,0.0010566239,0.0010630307,0.0012850398,0.0020607302,0.0018898248,0.001822292,0.046886344],"category_scores_gemma":[0.001574418,0.00043786273,0.0008756867,0.00077366794,0.0013550428,0.0026435505,0.0038741026,0.0026385242,0.007547934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002888689,0.000018827934,0.000047188245,0.000051268442,0.000007792416,0.00006492649,0.00009109254,0.005287639,0.0014047112,0.9654574,0.007260512,0.020279765],"study_design_scores_gemma":[0.000021572094,0.000014881799,0.00008922066,0.000016309596,0.000006297433,0.00012551628,0.00003890906,0.0830851,0.00122833,0.86623555,0.049124256,0.000014075192],"about_ca_topic_score_codex":0.00080758904,"about_ca_topic_score_gemma":0.0006928371,"teacher_disagreement_score":0.046886344,"about_ca_system_score_codex":0.00069964014,"about_ca_system_score_gemma":0.0003844771,"threshold_uncertainty_score":0.15685046},"labels":[],"label_agreement":null},{"id":"W4391617525","doi":"10.32920/25164659.v1","title":"Integrating Game Engines: A New Architecture Workflow","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Workflow; Architecture; Parallels; Computer science; Realm; Entertainment; Game design; Human–computer interaction; Multimedia; Architectural engineering; Engineering; Visual arts; Art; History; Operations management","score_opus":0.0091867747163301,"score_gpt":0.21620652653219405,"score_spread":0.20701975181586396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391617525","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011917743,0.00026189108,0.92909455,0.0012968809,0.00016426483,0.00066349783,0.000262508,0.011499288,0.04483936],"genre_scores_gemma":[0.052734558,0.0004103446,0.92325306,0.0002430293,0.000038448863,0.00023966294,0.00082674774,0.0020047128,0.020249432],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996829,0.00083937356,0.00032599148,0.0004553268,0.0012531498,0.00029711262],"domain_scores_gemma":[0.9976889,0.0004893307,0.00006219735,0.0008053362,0.0005204089,0.00043382775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050936863,0.0012960779,0.00067088765,0.0020713343,0.0017632708,0.011236384,0.003029855,0.0021301107,0.008009887],"category_scores_gemma":[0.0056233658,0.0014904573,0.001468154,0.0012253765,0.0018947842,0.007335844,0.007312017,0.0031379203,0.0045539844],"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":[0.00038003674,0.0007882042,0.0027305153,0.00035745982,0.000091824906,0.0016224947,0.010901483,0.028362123,0.03191445,0.42308912,0.028966406,0.47079593],"study_design_scores_gemma":[0.00012624272,0.00020072011,0.00083140936,0.0003356749,0.000056951074,0.0010550586,0.002089763,0.15982416,0.017432224,0.20631008,0.6115416,0.00019601997],"about_ca_topic_score_codex":0.0075620813,"about_ca_topic_score_gemma":0.00923207,"teacher_disagreement_score":0.011236384,"about_ca_system_score_codex":0.0019289898,"about_ca_system_score_gemma":0.0046389187,"threshold_uncertainty_score":0.02693826},"labels":[],"label_agreement":null},{"id":"W4391617614","doi":"10.32920/25164659","title":"Integrating Game Engines: A New Architecture Workflow","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Workflow; Architecture; Parallels; Computer science; Realm; Entertainment; Game design; Human–computer interaction; Multimedia; Architectural engineering; Engineering; Visual arts; Art; History","score_opus":0.0091867747163301,"score_gpt":0.21620652653219405,"score_spread":0.20701975181586396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391617614","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011917743,0.00026189108,0.92909455,0.0012968809,0.00016426483,0.00066349783,0.000262508,0.011499288,0.04483936],"genre_scores_gemma":[0.052734558,0.0004103446,0.92325306,0.0002430293,0.000038448863,0.00023966294,0.00082674774,0.0020047128,0.020249432],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996829,0.00083937356,0.00032599148,0.0004553268,0.0012531498,0.00029711262],"domain_scores_gemma":[0.9976889,0.0004893307,0.00006219735,0.0008053362,0.0005204089,0.00043382775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050936863,0.0012960779,0.00067088765,0.0020713343,0.0017632708,0.011236384,0.003029855,0.0021301107,0.008009887],"category_scores_gemma":[0.0056233658,0.0014904573,0.001468154,0.0012253765,0.0018947842,0.007335844,0.007312017,0.0031379203,0.0045539844],"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":[0.00038003674,0.0007882042,0.0027305153,0.00035745982,0.000091824906,0.0016224947,0.010901483,0.028362123,0.03191445,0.42308912,0.028966406,0.47079593],"study_design_scores_gemma":[0.00012624272,0.00020072011,0.00083140936,0.0003356749,0.000056951074,0.0010550586,0.002089763,0.15982416,0.017432224,0.20631008,0.6115416,0.00019601997],"about_ca_topic_score_codex":0.0075620813,"about_ca_topic_score_gemma":0.00923207,"teacher_disagreement_score":0.011236384,"about_ca_system_score_codex":0.0019289898,"about_ca_system_score_gemma":0.0046389187,"threshold_uncertainty_score":0.02693826},"labels":[],"label_agreement":null},{"id":"W4391706055","doi":"10.51644/9781554580705","title":"Earthly Pages","year":2007,"lang":"fr","type":"book","venue":"","topic":"Architecture and Computational 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":"Computer science","score_opus":0.016030287816881053,"score_gpt":0.2104598669496689,"score_spread":0.19442957913278786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391706055","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":[0.00030261462,0.0034637314,0.00047130964,0.0034178875,0.00808601,0.000052173124,0.0029620568,0.001082526,0.98016167],"genre_scores_gemma":[0.001136198,0.0014597179,0.00021749835,0.0015121298,0.0011276662,0.000014241144,0.001463674,0.0005074782,0.9925614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991529,0.00007160118,0.000045203844,0.00015666871,0.00045269678,0.00012089206],"domain_scores_gemma":[0.99838996,0.00015771929,0.000094767725,0.00026846948,0.0006487133,0.00044042157],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049048156,0.0010386364,0.0007319783,0.0024507851,0.0023795154,0.010096704,0.0010154035,0.0015182015,0.81437784],"category_scores_gemma":[0.0030521657,0.00042186596,0.0006529329,0.0029756634,0.00085599814,0.005767187,0.0042463774,0.0022573865,0.722619],"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":[0.00001090655,0.000010495961,0.00006608407,0.00008475827,0.0000018224953,0.000048371567,0.00008284405,0.000017746064,0.00016918022,0.0063036038,0.9523825,0.04082167],"study_design_scores_gemma":[7.6904115e-7,0.0000012335742,0.00005056002,0.000024011415,3.262626e-7,0.000022556853,0.00003129723,0.0000030856695,0.000013634519,0.0003165011,0.9995346,0.0000013349951],"about_ca_topic_score_codex":0.0042121783,"about_ca_topic_score_gemma":0.010955531,"teacher_disagreement_score":0.81437784,"about_ca_system_score_codex":0.0014660452,"about_ca_system_score_gemma":0.0017039785,"threshold_uncertainty_score":0.26476747},"labels":[],"label_agreement":null},{"id":"W4391728985","doi":"10.1007/978-3-031-17299-1_303882","title":"Saskatoon Built Environment","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":0.016432929444476253,"score_gpt":0.17623992945312209,"score_spread":0.15980700000864584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391728985","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":[0.0014548266,0.0009364417,0.002539928,0.00039875403,0.00031510665,0.00003053252,0.0008714038,0.0004106588,0.99304235],"genre_scores_gemma":[0.0052874517,0.00090405537,0.0011116317,0.00016533429,0.000010077322,0.000020077536,0.00048969605,0.00026157877,0.99175006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984264,0.0000131418465,0.0000043926743,0.000034436453,0.00006677444,0.000038626407],"domain_scores_gemma":[0.99986184,0.000014936498,0.000005133902,0.000027924058,0.00006235506,0.000027869759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001358783,0.0011957849,0.00033985946,0.0011660141,0.0028262471,0.0041832784,0.0007569751,0.00061368855,0.23530336],"category_scores_gemma":[0.00035048937,0.00068774924,0.00034716193,0.0023418018,0.0007335043,0.0013192892,0.0025254053,0.0017841095,0.071768865],"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":[0.00010834511,0.000049747225,0.0010971467,0.00020139499,0.000015695648,0.00082297646,0.00093088404,0.002080394,0.0033232712,0.13140793,0.5740174,0.28594467],"study_design_scores_gemma":[0.0000035122434,0.0000051336374,0.0004270967,0.000048611237,0.0000043522436,0.00007162377,0.00020891996,0.00020840198,0.0003936675,0.0020727613,0.996549,0.000006833758],"about_ca_topic_score_codex":0.20456898,"about_ca_topic_score_gemma":0.6205335,"teacher_disagreement_score":0.795431,"about_ca_system_score_codex":0.004766976,"about_ca_system_score_gemma":0.0072530275,"threshold_uncertainty_score":0.78716815},"labels":[],"label_agreement":null},{"id":"W4391746883","doi":"10.1080/0305215x.2024.2302571","title":"Development of a non-uniform cellular automata framework for sizing, topology and layout optimization of truss structures","year":2024,"lang":"en","type":"article","venue":"Engineering Optimization","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Truss; Topology optimization; Sizing; Cellular automaton; Topology (electrical circuits); Mathematical optimization; Computer science; Structural engineering; Engineering; Mathematics; Algorithm; Finite element method; Combinatorics","score_opus":0.006536423370579287,"score_gpt":0.21709601803116058,"score_spread":0.2105595946605813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391746883","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046837167,0.00011370182,0.99322623,0.00003405561,0.000021195945,0.000023864173,0.000020510397,0.00011571274,0.0017610266],"genre_scores_gemma":[0.20913635,0.00030505704,0.78730804,0.0000582567,0.000024227684,0.0002428444,0.00013271897,0.0000961706,0.0026963677],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997738,0.00005168916,0.0000133071335,0.000048378453,0.000089662295,0.000023150775],"domain_scores_gemma":[0.9996885,0.00013149153,0.00002563045,0.00004049863,0.00009784481,0.000016021408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034392928,0.0006243786,0.0005679506,0.00046675748,0.0003860393,0.00058564736,0.0013506744,0.0006961994,0.0015722795],"category_scores_gemma":[0.0010675386,0.0004534679,0.00089089747,0.0004553862,0.0005545055,0.0005299624,0.00070761604,0.000921816,0.0003110746],"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":[0.0000072926696,0.000016845912,0.00018153567,0.00004285208,0.000013455962,0.000026490587,0.000029347924,0.9503435,0.003413351,0.017367464,0.00031307767,0.02824485],"study_design_scores_gemma":[0.0000018636686,0.00000846652,0.000025008841,0.0000028409938,0.0000017773974,0.000005559357,0.000002665974,0.997241,0.0004321159,0.0016634238,0.000613351,0.000001932409],"about_ca_topic_score_codex":0.010019807,"about_ca_topic_score_gemma":0.012351959,"teacher_disagreement_score":0.010019807,"about_ca_system_score_codex":0.0007548911,"about_ca_system_score_gemma":0.0014500052,"threshold_uncertainty_score":0.019922972},"labels":[],"label_agreement":null},{"id":"W4391832791","doi":"","title":"Ecomentia, from Televised Catastrophe to Performative Assembly: Collapsonaut Attention in a House on Fire","year":2024,"lang":"en","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Architecture and Computational Design","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":"Association for Canadian and Québec Literatures","funders":"","keywords":"Performative utterance; Aesthetics; Art; Architectural engineering; Visual arts; Engineering","score_opus":0.007861207402199557,"score_gpt":0.1906152637544898,"score_spread":0.18275405635229025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391832791","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":[0.010609739,0.010214557,0.005729424,0.004507557,0.0017232266,0.000020390757,0.000043197375,0.00012934637,0.96702254],"genre_scores_gemma":[0.14840375,0.006744665,0.0025716627,0.001219554,0.00045715153,0.000047523252,0.00006212303,0.0002582362,0.84023535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999025,0.000026612908,0.0000017824232,0.000016643375,0.000025262185,0.000027219421],"domain_scores_gemma":[0.9999423,0.00002244877,0.0000042379493,0.0000070310475,0.000009617133,0.000014248827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017188823,0.0006677967,0.00018687948,0.0005147576,0.0033237354,0.004152318,0.00065466354,0.0011581933,0.02314547],"category_scores_gemma":[0.00039895438,0.00020846388,0.00026572362,0.00044282633,0.0032992,0.002277519,0.0016687448,0.0018826195,0.0023057295],"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":[0.00006726425,0.000042207776,0.000389687,0.00018951118,0.0000068944632,0.00066952995,0.028085493,0.00092352927,0.001713163,0.67686915,0.18928884,0.10175465],"study_design_scores_gemma":[0.000003055554,0.000023261608,0.0008513248,0.0001909289,0.0000035561013,0.0003585652,0.00890512,0.00034909107,0.00050652627,0.032486554,0.9563136,0.000008343639],"about_ca_topic_score_codex":0.008416821,"about_ca_topic_score_gemma":0.024974314,"teacher_disagreement_score":0.02314547,"about_ca_system_score_codex":0.002248124,"about_ca_system_score_gemma":0.0010333719,"threshold_uncertainty_score":0.077429295},"labels":[],"label_agreement":null},{"id":"W4392052999","doi":"10.1017/9781800108929.005","title":"Form","year":2023,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","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":"McGill University","funders":"","keywords":"Computer science","score_opus":0.006255999610870256,"score_gpt":0.18720655553576782,"score_spread":0.18095055592489756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392052999","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":[0.0012672164,0.00084136246,0.009688637,0.002379456,0.0017541236,0.00011019741,0.0009101923,0.00055731344,0.98249143],"genre_scores_gemma":[0.039703634,0.0013220455,0.008392532,0.0024862539,0.0008072146,0.0001594653,0.0018220221,0.00095376,0.94435316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985159,0.0003465786,0.00009010236,0.00038325562,0.000432866,0.00023123424],"domain_scores_gemma":[0.99933845,0.00009552664,0.00003801469,0.00020889405,0.00023073671,0.00008839759],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009900243,0.0009306299,0.00035932637,0.0014087041,0.002945716,0.0062250462,0.0015586925,0.0021938141,0.30453908],"category_scores_gemma":[0.0025371993,0.00028893846,0.0005685564,0.0015124492,0.002017944,0.00558572,0.0044700457,0.0018807728,0.1354668],"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":[0.00006403408,0.000028364757,0.0004194197,0.00016829677,0.0000062817267,0.00024473364,0.0023202428,0.00015822446,0.0005080368,0.61312133,0.2643667,0.11859433],"study_design_scores_gemma":[0.0000022355016,0.000006372908,0.00011216436,0.000033806115,0.0000012796897,0.00013918204,0.00021784205,0.000061007137,0.00010839694,0.009185204,0.9901276,0.000004863386],"about_ca_topic_score_codex":0.003598448,"about_ca_topic_score_gemma":0.005192424,"teacher_disagreement_score":0.6954609,"about_ca_system_score_codex":0.0020968057,"about_ca_system_score_gemma":0.0013647043,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4392371694","doi":"10.1111/jiec.13461","title":"Embodied GHG of missing middle: Residential building form and strategies for more efficient housing","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Zoologische Gesellschaft Frankfurt; Cement Association of Canada","keywords":"Embodied cognition; Industrial ecology; Greenhouse gas; Business; Natural resource economics; Architectural engineering; Environmental resource management; Environmental science; Sustainability; Economics; Computer science; Ecology; Engineering","score_opus":0.036254376923901994,"score_gpt":0.27228819580895,"score_spread":0.23603381888504799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392371694","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":[0.9561837,0.00019247804,0.029890353,0.00013085717,0.000008183957,0.00004100393,0.00041966722,0.00012798443,0.013005856],"genre_scores_gemma":[0.98534715,0.000061023893,0.013446087,0.000010968656,0.0000016261977,0.000012907645,0.0001769362,0.000028611092,0.0009146295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994671,0.00015324552,0.000022715523,0.000069474576,0.0002128949,0.000074489144],"domain_scores_gemma":[0.9995048,0.00012882847,0.00012741744,0.00010559208,0.00009475419,0.000038719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068792753,0.0004534426,0.00031056462,0.0008631315,0.00034969472,0.0013064265,0.00069650076,0.00031538037,0.0032310665],"category_scores_gemma":[0.0010174118,0.00019460873,0.0005862447,0.0009917491,0.0006785441,0.0011279066,0.0009499766,0.00025607747,0.00035893623],"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":[0.0006738433,0.00037696172,0.33458093,0.0009087516,0.00025231607,0.0007424109,0.0025771975,0.23901674,0.101363875,0.04333981,0.0026710231,0.27349618],"study_design_scores_gemma":[0.00003266593,0.0007541437,0.5972002,0.00027140114,0.00025791186,0.0007592301,0.009796117,0.23951775,0.06850359,0.03827702,0.04446902,0.0001609222],"about_ca_topic_score_codex":0.004479381,"about_ca_topic_score_gemma":0.017793301,"teacher_disagreement_score":0.004479381,"about_ca_system_score_codex":0.001290015,"about_ca_system_score_gemma":0.00045595915,"threshold_uncertainty_score":0.010809004},"labels":[],"label_agreement":null},{"id":"W4392416578","doi":"","title":"Habitat 67 in the architectural press","year":2014,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Architecture and Computational 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":"Habitat; Architectural design; Geography; Architecture; Architectural engineering; Engineering; Ecology; Biology; Archaeology","score_opus":0.020645181814521737,"score_gpt":0.2346719899482988,"score_spread":0.21402680813377706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392416578","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":[0.002310254,0.036677647,0.0005456066,0.031584308,0.014960019,0.00001678109,0.0005339959,0.00019520569,0.9131762],"genre_scores_gemma":[0.023645157,0.01251187,0.00020707663,0.004981978,0.0041165887,0.00003339381,0.00031180837,0.00023813154,0.95395404],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890304,0.00033488634,0.000055212546,0.00015320578,0.00033961545,0.00021400125],"domain_scores_gemma":[0.9991014,0.00021864873,0.00007370663,0.00019870087,0.0002073181,0.00020017625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307356,0.000760188,0.00035198027,0.001701171,0.0037508067,0.013672897,0.00080319756,0.0021980393,0.17350239],"category_scores_gemma":[0.0029745249,0.00044566233,0.0003451372,0.004234399,0.004391486,0.00588802,0.003951704,0.0032978833,0.056355186],"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":[0.00002096248,0.00001249916,0.0005336628,0.0001023283,0.000004813904,0.00013134716,0.0022041826,0.000050105853,0.00012143908,0.11357387,0.8435178,0.039727036],"study_design_scores_gemma":[7.857777e-7,0.0000020444206,0.00025345097,0.000064965694,8.5801673e-7,0.000020459234,0.00043785552,0.000005367655,0.000010866273,0.00094426464,0.99825734,0.0000017973787],"about_ca_topic_score_codex":0.018954808,"about_ca_topic_score_gemma":0.049223147,"teacher_disagreement_score":0.17350239,"about_ca_system_score_codex":0.0040716226,"about_ca_system_score_gemma":0.003972662,"threshold_uncertainty_score":0.5804233},"labels":[],"label_agreement":null},{"id":"W4392841198","doi":"10.1520/stp16212020fm","title":"Front Matter","year":2020,"lang":"en","type":"paratext","venue":"","topic":"Architecture and Computational Design","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":"National Research Council Canada","funders":"","keywords":"Waterproofing; Architectural engineering; Engineering; Efficient energy use; Civil engineering","score_opus":0.007799794442762784,"score_gpt":0.1957040798615005,"score_spread":0.18790428541873772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392841198","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":[0.00059098797,0.00091584487,0.00094671274,0.0031093142,0.00351728,0.000057231075,0.0016955932,0.0011695799,0.9879973],"genre_scores_gemma":[0.0019235782,0.0007268327,0.00034008585,0.00095245964,0.00039782084,0.000021821133,0.0010912592,0.00029556797,0.9942508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989936,0.00006051232,0.00004568733,0.00030137456,0.0004324767,0.00016624224],"domain_scores_gemma":[0.99843305,0.00017632675,0.00007398886,0.00025384178,0.00057928346,0.00048348767],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005950456,0.0013110852,0.0008626057,0.0014043461,0.001856671,0.008642261,0.0015517813,0.0051278574,0.9289989],"category_scores_gemma":[0.0025240856,0.00038343575,0.00071858976,0.0011248115,0.0011285153,0.003356135,0.0027607358,0.0021730277,0.9198366],"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":[0.00007955864,0.00007896714,0.00041351208,0.00034850062,0.000008261282,0.00020314344,0.000086986955,0.0001400182,0.0019514217,0.011932244,0.77168053,0.21307684],"study_design_scores_gemma":[0.0000052329447,0.000009189212,0.00017209958,0.00006510136,0.0000011948043,0.00008067422,0.000038272687,0.000050058716,0.000198079,0.0007975297,0.9985795,0.0000029999762],"about_ca_topic_score_codex":0.0015193586,"about_ca_topic_score_gemma":0.002547429,"teacher_disagreement_score":0.07100111,"about_ca_system_score_codex":0.0013287378,"about_ca_system_score_gemma":0.0014958149,"threshold_uncertainty_score":0.10127449},"labels":[],"label_agreement":null},{"id":"W4392907905","doi":"10.32920/25412590.v1","title":"Furthering the Flexibility of Space Through Parametric Design","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Flexibility (engineering); Reconfigurability; Architectural engineering; Parametric design; Focus (optics); Parametric statistics; Computer science; Space (punctuation); Usability; Agency (philosophy); Systems engineering; Human–computer interaction; Engineering; Software engineering; Telecommunications; Mathematics; Sociology","score_opus":0.0469661285369883,"score_gpt":0.2648956161101977,"score_spread":0.2179294875732094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392907905","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":[0.009788566,0.00044941105,0.97206813,0.000501869,0.000057423596,0.000038476457,0.000024118859,0.00025114985,0.016820746],"genre_scores_gemma":[0.29710516,0.0013439913,0.6944342,0.00022910764,0.00007211117,0.00018884671,0.000076740274,0.00028017297,0.0062696817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99823666,0.0007782875,0.00007841542,0.00019798681,0.00057536154,0.0001332827],"domain_scores_gemma":[0.99802244,0.0009767797,0.00012751842,0.0005863745,0.00020201578,0.00008487991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023462991,0.0009895057,0.0005922246,0.0010709516,0.000931328,0.0034055938,0.0012440812,0.0008848697,0.0050517037],"category_scores_gemma":[0.0044457363,0.0006753844,0.0011505317,0.0006868797,0.0046551805,0.0036293676,0.0038795553,0.0018364149,0.00090234604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067646884,0.000047375168,0.0012262097,0.00034234187,0.000062824,0.00017272423,0.0010545369,0.32117912,0.011787892,0.54830945,0.0020149488,0.11373486],"study_design_scores_gemma":[0.000045325058,0.00015905063,0.00041829594,0.00019518797,0.00006603039,0.00034958535,0.00038889574,0.3312496,0.006244339,0.53714806,0.123663984,0.00007165754],"about_ca_topic_score_codex":0.0012182577,"about_ca_topic_score_gemma":0.0019685407,"teacher_disagreement_score":0.0050517037,"about_ca_system_score_codex":0.00096605584,"about_ca_system_score_gemma":0.001351962,"threshold_uncertainty_score":0.016899645},"labels":[],"label_agreement":null},{"id":"W4392907955","doi":"10.32920/25412590","title":"Furthering the Flexibility of Space Through Parametric Design","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Flexibility (engineering); Reconfigurability; Architectural engineering; Parametric design; Focus (optics); Parametric statistics; Computer science; Space (punctuation); Usability; Agency (philosophy); Systems engineering; Human–computer interaction; Engineering; Telecommunications; Mathematics; Sociology","score_opus":0.0469661285369883,"score_gpt":0.2648956161101977,"score_spread":0.2179294875732094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392907955","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":[0.009788566,0.00044941105,0.97206813,0.000501869,0.000057423596,0.000038476457,0.000024118859,0.00025114985,0.016820746],"genre_scores_gemma":[0.29710516,0.0013439913,0.6944342,0.00022910764,0.00007211117,0.00018884671,0.000076740274,0.00028017297,0.0062696817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99823666,0.0007782875,0.00007841542,0.00019798681,0.00057536154,0.0001332827],"domain_scores_gemma":[0.99802244,0.0009767797,0.00012751842,0.0005863745,0.00020201578,0.00008487991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023462991,0.0009895057,0.0005922246,0.0010709516,0.000931328,0.0034055938,0.0012440812,0.0008848697,0.0050517037],"category_scores_gemma":[0.0044457363,0.0006753844,0.0011505317,0.0006868797,0.0046551805,0.0036293676,0.0038795553,0.0018364149,0.00090234604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067646884,0.000047375168,0.0012262097,0.00034234187,0.000062824,0.00017272423,0.0010545369,0.32117912,0.011787892,0.54830945,0.0020149488,0.11373486],"study_design_scores_gemma":[0.000045325058,0.00015905063,0.00041829594,0.00019518797,0.00006603039,0.00034958535,0.00038889574,0.3312496,0.006244339,0.53714806,0.123663984,0.00007165754],"about_ca_topic_score_codex":0.0012182577,"about_ca_topic_score_gemma":0.0019685407,"teacher_disagreement_score":0.0050517037,"about_ca_system_score_codex":0.00096605584,"about_ca_system_score_gemma":0.001351962,"threshold_uncertainty_score":0.016899645},"labels":[],"label_agreement":null},{"id":"W4393144196","doi":"10.1007/978-3-031-47504-7_10","title":"Removable Classes in Solid Bricks","year":2024,"lang":"en","type":"book-chapter","venue":"Algorithms and computation in mathematics","topic":"Architecture and Computational Design","field":"Engineering","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 Waterloo","funders":"","keywords":"Materials science","score_opus":0.015821603984165548,"score_gpt":0.24490586519764154,"score_spread":0.229084261213476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393144196","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":[0.0656721,0.0035066763,0.17027825,0.0013339336,0.0010058137,0.00009624309,0.00032786955,0.00047563776,0.75730354],"genre_scores_gemma":[0.45916426,0.0034357612,0.045812115,0.00045537733,0.00049186544,0.00017722818,0.00084731326,0.0010709062,0.48854518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996196,0.00005117226,0.000017898992,0.000088219975,0.00015012934,0.00007296722],"domain_scores_gemma":[0.99969375,0.00013935327,0.00003069417,0.000072714756,0.00003053042,0.00003293321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821091,0.0008299537,0.0009220769,0.0015019787,0.0020688332,0.0035700018,0.0016295623,0.0011628302,0.02864337],"category_scores_gemma":[0.001253172,0.0009064781,0.00093292625,0.0013642216,0.0043687904,0.005117095,0.0023527057,0.004869016,0.0038604012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068085633,0.000004794427,0.0000148273275,0.00003123563,0.0000013905698,0.000018754065,0.00010424794,0.000630253,0.00020631608,0.992394,0.0015656755,0.0050216923],"study_design_scores_gemma":[0.000008595333,0.00000880637,0.00006888137,0.000042075146,0.0000041512667,0.00007490727,0.00012052624,0.0013926416,0.0004094661,0.9588466,0.03901753,0.0000058434366],"about_ca_topic_score_codex":0.0014521511,"about_ca_topic_score_gemma":0.0023575155,"teacher_disagreement_score":0.02864337,"about_ca_system_score_codex":0.001428118,"about_ca_system_score_gemma":0.00043133207,"threshold_uncertainty_score":0.09582162},"labels":[],"label_agreement":null},{"id":"W4393460981","doi":"10.5281/zenodo.10244448","title":"Gaston Simple Stamped Rimsherd (619p1266-3)","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Simple (philosophy); Computer science; Philosophy; Epistemology","score_opus":0.020164107706577616,"score_gpt":0.22375946194871732,"score_spread":0.2035953542421397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393460981","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030453008,0.00007834088,0.00042536392,0.000046640405,0.000031767795,0.00002247717,0.9926838,0.0039018532,0.0025052126],"genre_scores_gemma":[0.00064897217,0.00005844059,0.0008184018,0.000024840256,0.000005032013,0.00007240481,0.9958085,0.0007248892,0.0018385826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941635,0.00007316718,0.000046717938,0.00018053218,0.00015521345,0.00012807216],"domain_scores_gemma":[0.998896,0.00015676249,0.00009327743,0.0004610081,0.00027084938,0.000122062054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063131057,0.0025689553,0.0012420707,0.0029591392,0.0006383568,0.0020834138,0.0029490902,0.0015314426,0.16160221],"category_scores_gemma":[0.0029595725,0.0009829332,0.0010676215,0.0045160246,0.0004022434,0.0016503109,0.0027526477,0.0016302384,0.27716303],"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":[0.00003673011,0.000010843595,0.00044886174,0.00023992763,0.000007238377,0.00001621891,0.000023387927,0.00014317881,0.00011155585,0.00032751806,0.9958805,0.0027540848],"study_design_scores_gemma":[0.00007650082,0.0000071653208,0.0015896754,0.0000954348,0.000006975327,0.000042012638,0.000059187176,0.00033171455,0.00041723324,0.0006703556,0.99669003,0.000013774173],"about_ca_topic_score_codex":0.024705455,"about_ca_topic_score_gemma":0.058702607,"teacher_disagreement_score":0.16160221,"about_ca_system_score_codex":0.0010229036,"about_ca_system_score_gemma":0.0015887711,"threshold_uncertainty_score":0.5406133},"labels":[],"label_agreement":null},{"id":"W4393502839","doi":"10.5281/zenodo.10342081","title":"Symmetricals","year":2016,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Computer science","score_opus":0.021169225347163464,"score_gpt":0.22122815169624016,"score_spread":0.20005892634907668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393502839","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008494225,0.0007783407,0.0011066778,0.00024035902,0.00022562784,0.000084952626,0.9755392,0.007530643,0.013644799],"genre_scores_gemma":[0.0013730464,0.00027520917,0.0016218498,0.00010976648,0.000026081825,0.0000867275,0.99163604,0.00058564125,0.0042856606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981798,0.0002440253,0.00016686037,0.0006945557,0.00044919134,0.00026556812],"domain_scores_gemma":[0.99807775,0.0003307542,0.000086062144,0.0008291475,0.0005201465,0.00015612702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080544903,0.0043042754,0.0018641425,0.005172195,0.0015938901,0.004205134,0.0035167797,0.0026268447,0.20006198],"category_scores_gemma":[0.008914025,0.0009897957,0.0025226441,0.0064587514,0.00061083736,0.0041110693,0.0032363923,0.0022507622,0.325232],"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":[0.0000547164,0.00002003216,0.0004185585,0.00029534055,0.00001498466,0.000020690291,0.000013792963,0.00024345769,0.00009322836,0.0007200667,0.9895086,0.008596596],"study_design_scores_gemma":[0.00012956897,0.000019913567,0.0010958569,0.00019514654,0.000019253954,0.00014216019,0.00009511708,0.0013294633,0.0005814208,0.0030395202,0.993334,0.000018720126],"about_ca_topic_score_codex":0.021698153,"about_ca_topic_score_gemma":0.052612998,"teacher_disagreement_score":0.20006198,"about_ca_system_score_codex":0.0019775182,"about_ca_system_score_gemma":0.0027203243,"threshold_uncertainty_score":0.669274},"labels":[],"label_agreement":null},{"id":"W4393518327","doi":"10.5281/zenodo.10304880","title":"Gaston Simple Stamped Rimsherd (619p1395)","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Simple (philosophy); Computer science; Philosophy; Epistemology","score_opus":0.02017302495390539,"score_gpt":0.2238487162032863,"score_spread":0.20367569124938092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393518327","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025333636,0.00009062444,0.0003361713,0.00004377358,0.000030949544,0.000019067827,0.9938467,0.0031143867,0.0022650787],"genre_scores_gemma":[0.0005793357,0.000066052635,0.0006348568,0.000022419996,0.0000052595924,0.000056886816,0.9966807,0.00050036464,0.0014540954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994734,0.000067711764,0.000044581706,0.0001625534,0.0001387004,0.00011311234],"domain_scores_gemma":[0.99902844,0.00014483539,0.00008913736,0.0003863426,0.00024185883,0.00010938661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005717703,0.0025444091,0.0011898142,0.0030551415,0.0005854412,0.0019590587,0.0026658042,0.0014979522,0.1462687],"category_scores_gemma":[0.002823139,0.000851962,0.0010228739,0.0047153984,0.00034641655,0.001591507,0.0024830122,0.0014187577,0.25814414],"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":[0.000036897996,0.000009933006,0.00039749066,0.00029582015,0.000007962199,0.00001663112,0.000019711537,0.00015946434,0.00010160191,0.00032420034,0.9959611,0.002669149],"study_design_scores_gemma":[0.00008427455,0.0000074688433,0.0014531997,0.000105377156,0.000007671854,0.000042176736,0.000051060582,0.00035395072,0.00038316115,0.0006971431,0.9968009,0.000013626801],"about_ca_topic_score_codex":0.021330845,"about_ca_topic_score_gemma":0.04823241,"teacher_disagreement_score":0.1462687,"about_ca_system_score_codex":0.00093069905,"about_ca_system_score_gemma":0.001387861,"threshold_uncertainty_score":0.48931754},"labels":[],"label_agreement":null},{"id":"W4393585456","doi":"10.5281/zenodo.10342082","title":"Symmetricals","year":2016,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Mathematics","score_opus":0.021169225347163464,"score_gpt":0.22122815169624016,"score_spread":0.20005892634907668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393585456","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008494225,0.0007783407,0.0011066778,0.00024035902,0.00022562784,0.000084952626,0.9755392,0.007530643,0.013644799],"genre_scores_gemma":[0.0013730464,0.00027520917,0.0016218498,0.00010976648,0.000026081825,0.0000867275,0.99163604,0.00058564125,0.0042856606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981798,0.0002440253,0.00016686037,0.0006945557,0.00044919134,0.00026556812],"domain_scores_gemma":[0.99807775,0.0003307542,0.000086062144,0.0008291475,0.0005201465,0.00015612702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080544903,0.0043042754,0.0018641425,0.005172195,0.0015938901,0.004205134,0.0035167797,0.0026268447,0.20006198],"category_scores_gemma":[0.008914025,0.0009897957,0.0025226441,0.0064587514,0.00061083736,0.0041110693,0.0032363923,0.0022507622,0.325232],"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":[0.0000547164,0.00002003216,0.0004185585,0.00029534055,0.00001498466,0.000020690291,0.000013792963,0.00024345769,0.00009322836,0.0007200667,0.9895086,0.008596596],"study_design_scores_gemma":[0.00012956897,0.000019913567,0.0010958569,0.00019514654,0.000019253954,0.00014216019,0.00009511708,0.0013294633,0.0005814208,0.0030395202,0.993334,0.000018720126],"about_ca_topic_score_codex":0.021698153,"about_ca_topic_score_gemma":0.052612998,"teacher_disagreement_score":0.20006198,"about_ca_system_score_codex":0.0019775182,"about_ca_system_score_gemma":0.0027203243,"threshold_uncertainty_score":0.669274},"labels":[],"label_agreement":null},{"id":"W4393643331","doi":"10.5281/zenodo.10244449","title":"Gaston Simple Stamped Rimsherd (619p1266-3)","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Simple (philosophy); Computer science; Philosophy; Epistemology","score_opus":0.020164107706577616,"score_gpt":0.22375946194871732,"score_spread":0.2035953542421397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393643331","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030453008,0.00007834088,0.00042536392,0.000046640405,0.000031767795,0.00002247717,0.9926838,0.0039018532,0.0025052126],"genre_scores_gemma":[0.00064897217,0.00005844059,0.0008184018,0.000024840256,0.000005032013,0.00007240481,0.9958085,0.0007248892,0.0018385826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941635,0.00007316718,0.000046717938,0.00018053218,0.00015521345,0.00012807216],"domain_scores_gemma":[0.998896,0.00015676249,0.00009327743,0.0004610081,0.00027084938,0.000122062054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063131057,0.0025689553,0.0012420707,0.0029591392,0.0006383568,0.0020834138,0.0029490902,0.0015314426,0.16160221],"category_scores_gemma":[0.0029595725,0.0009829332,0.0010676215,0.0045160246,0.0004022434,0.0016503109,0.0027526477,0.0016302384,0.27716303],"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":[0.00003673011,0.000010843595,0.00044886174,0.00023992763,0.000007238377,0.00001621891,0.000023387927,0.00014317881,0.00011155585,0.00032751806,0.9958805,0.0027540848],"study_design_scores_gemma":[0.00007650082,0.0000071653208,0.0015896754,0.0000954348,0.000006975327,0.000042012638,0.000059187176,0.00033171455,0.00041723324,0.0006703556,0.99669003,0.000013774173],"about_ca_topic_score_codex":0.024705455,"about_ca_topic_score_gemma":0.058702607,"teacher_disagreement_score":0.16160221,"about_ca_system_score_codex":0.0010229036,"about_ca_system_score_gemma":0.0015887711,"threshold_uncertainty_score":0.5406133},"labels":[],"label_agreement":null},{"id":"W4393649530","doi":"10.5281/zenodo.10312182","title":"Gaston Simple Stamped Rimsherd (619p1266-2)","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Simple (philosophy); Computer science; Philosophy; Epistemology","score_opus":0.020169413503034986,"score_gpt":0.22379306017868364,"score_spread":0.20362364667564864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393649530","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031813674,0.00008011992,0.00043653665,0.00004735617,0.00003255214,0.000022930084,0.9926144,0.0039331825,0.0025148033],"genre_scores_gemma":[0.0006587098,0.000058683345,0.00083945337,0.000024455883,0.00000501599,0.000073447074,0.9957749,0.0007203665,0.0018449262],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994159,0.00007374487,0.000046449673,0.00018153743,0.0001558063,0.00012657519],"domain_scores_gemma":[0.99889827,0.00015675521,0.000093120674,0.00046135244,0.00026848682,0.0001219718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063604815,0.0025832977,0.0012306742,0.0029901054,0.00063151994,0.002052836,0.0029369018,0.0015226324,0.15766303],"category_scores_gemma":[0.0029523422,0.0009860022,0.0010576074,0.0045102616,0.00039759954,0.0016555381,0.0027438684,0.001624128,0.27006733],"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":[0.00003685352,0.000011165479,0.00045280374,0.00024213342,0.000007312786,0.000016429607,0.000023369557,0.00014564677,0.00011195095,0.0003301281,0.99584454,0.0027776507],"study_design_scores_gemma":[0.00007698521,0.0000073166607,0.001622069,0.000095220654,0.000007014983,0.00004281572,0.000059586768,0.0003435961,0.00042230487,0.0006623184,0.9966468,0.00001386677],"about_ca_topic_score_codex":0.024243841,"about_ca_topic_score_gemma":0.058109563,"teacher_disagreement_score":0.15766303,"about_ca_system_score_codex":0.0010189998,"about_ca_system_score_gemma":0.0015813893,"threshold_uncertainty_score":0.5274354},"labels":[],"label_agreement":null},{"id":"W4393699359","doi":"10.5281/zenodo.10242966","title":"Gaston Simple Stamped Rimsherd (619p1266-1)","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Simple (philosophy); Computer science; Philosophy; Epistemology","score_opus":0.020118871362276927,"score_gpt":0.22372914578086678,"score_spread":0.20361027441858986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393699359","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003165049,0.000076901815,0.00042626308,0.00004514698,0.000031414293,0.000022275219,0.99291223,0.0036803607,0.0024888855],"genre_scores_gemma":[0.00065284624,0.000058144502,0.0008416745,0.000023566148,0.0000049255123,0.00007288664,0.9957847,0.00069600483,0.0018652318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994259,0.00007252451,0.000045789344,0.00017831495,0.00015336522,0.0001242238],"domain_scores_gemma":[0.9988864,0.00016016258,0.00009466414,0.00046253286,0.00027536714,0.00012076223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006380727,0.002474988,0.0012020785,0.0029685278,0.0006265661,0.0019902799,0.0028638588,0.0014651868,0.15766124],"category_scores_gemma":[0.002956099,0.00095750054,0.0010062371,0.0044715437,0.00039516625,0.0016114747,0.0026603597,0.0015781312,0.2696454],"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":[0.000035866553,0.000010893229,0.00046240364,0.00024024717,0.0000069433872,0.000015867825,0.000023606895,0.00014396195,0.00011090482,0.0003335912,0.99579465,0.002821108],"study_design_scores_gemma":[0.000072404866,0.000007015809,0.0016154215,0.00009359195,0.0000067021333,0.000040787592,0.000058686433,0.00032382863,0.00041304022,0.0006404929,0.9967147,0.000013289006],"about_ca_topic_score_codex":0.02429592,"about_ca_topic_score_gemma":0.05894713,"teacher_disagreement_score":0.15766124,"about_ca_system_score_codex":0.0010250391,"about_ca_system_score_gemma":0.0015892915,"threshold_uncertainty_score":0.5274294},"labels":[],"label_agreement":null},{"id":"W4393749512","doi":"10.5281/zenodo.10242967","title":"Gaston Simple Stamped Rimsherd (619p1266-1)","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Simple (philosophy); Computer science; Philosophy; Epistemology","score_opus":0.020118871362276927,"score_gpt":0.22372914578086678,"score_spread":0.20361027441858986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393749512","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003165049,0.000076901815,0.00042626308,0.00004514698,0.000031414293,0.000022275219,0.99291223,0.0036803607,0.0024888855],"genre_scores_gemma":[0.00065284624,0.000058144502,0.0008416745,0.000023566148,0.0000049255123,0.00007288664,0.9957847,0.00069600483,0.0018652318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994259,0.00007252451,0.000045789344,0.00017831495,0.00015336522,0.0001242238],"domain_scores_gemma":[0.9988864,0.00016016258,0.00009466414,0.00046253286,0.00027536714,0.00012076223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006380727,0.002474988,0.0012020785,0.0029685278,0.0006265661,0.0019902799,0.0028638588,0.0014651868,0.15766124],"category_scores_gemma":[0.002956099,0.00095750054,0.0010062371,0.0044715437,0.00039516625,0.0016114747,0.0026603597,0.0015781312,0.2696454],"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":[0.000035866553,0.000010893229,0.00046240364,0.00024024717,0.0000069433872,0.000015867825,0.000023606895,0.00014396195,0.00011090482,0.0003335912,0.99579465,0.002821108],"study_design_scores_gemma":[0.000072404866,0.000007015809,0.0016154215,0.00009359195,0.0000067021333,0.000040787592,0.000058686433,0.00032382863,0.00041304022,0.0006404929,0.9967147,0.000013289006],"about_ca_topic_score_codex":0.02429592,"about_ca_topic_score_gemma":0.05894713,"teacher_disagreement_score":0.15766124,"about_ca_system_score_codex":0.0010250391,"about_ca_system_score_gemma":0.0015892915,"threshold_uncertainty_score":0.5274294},"labels":[],"label_agreement":null},{"id":"W4394033759","doi":"10.5281/zenodo.10304879","title":"Gaston Simple Stamped Rimsherd (619p1395)","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Simple (philosophy); Computer science; Philosophy; Epistemology","score_opus":0.02017302495390539,"score_gpt":0.2238487162032863,"score_spread":0.20367569124938092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394033759","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025333636,0.00009062444,0.0003361713,0.00004377358,0.000030949544,0.000019067827,0.9938467,0.0031143867,0.0022650787],"genre_scores_gemma":[0.0005793357,0.000066052635,0.0006348568,0.000022419996,0.0000052595924,0.000056886816,0.9966807,0.00050036464,0.0014540954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994734,0.000067711764,0.000044581706,0.0001625534,0.0001387004,0.00011311234],"domain_scores_gemma":[0.99902844,0.00014483539,0.00008913736,0.0003863426,0.00024185883,0.00010938661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005717703,0.0025444091,0.0011898142,0.0030551415,0.0005854412,0.0019590587,0.0026658042,0.0014979522,0.1462687],"category_scores_gemma":[0.002823139,0.000851962,0.0010228739,0.0047153984,0.00034641655,0.001591507,0.0024830122,0.0014187577,0.25814414],"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":[0.000036897996,0.000009933006,0.00039749066,0.00029582015,0.000007962199,0.00001663112,0.000019711537,0.00015946434,0.00010160191,0.00032420034,0.9959611,0.002669149],"study_design_scores_gemma":[0.00008427455,0.0000074688433,0.0014531997,0.000105377156,0.000007671854,0.000042176736,0.000051060582,0.00035395072,0.00038316115,0.0006971431,0.9968009,0.000013626801],"about_ca_topic_score_codex":0.021330845,"about_ca_topic_score_gemma":0.04823241,"teacher_disagreement_score":0.1462687,"about_ca_system_score_codex":0.00093069905,"about_ca_system_score_gemma":0.001387861,"threshold_uncertainty_score":0.48931754},"labels":[],"label_agreement":null},{"id":"W4394036394","doi":"10.5281/zenodo.10312183","title":"Gaston Simple Stamped Rimsherd (619p1266-2)","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Simple (philosophy); Computer science; Philosophy; Epistemology","score_opus":0.020169413503034986,"score_gpt":0.22379306017868364,"score_spread":0.20362364667564864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394036394","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031813674,0.00008011992,0.00043653665,0.00004735617,0.00003255214,0.000022930084,0.9926144,0.0039331825,0.0025148033],"genre_scores_gemma":[0.0006587098,0.000058683345,0.00083945337,0.000024455883,0.00000501599,0.000073447074,0.9957749,0.0007203665,0.0018449262],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994159,0.00007374487,0.000046449673,0.00018153743,0.0001558063,0.00012657519],"domain_scores_gemma":[0.99889827,0.00015675521,0.000093120674,0.00046135244,0.00026848682,0.0001219718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063604815,0.0025832977,0.0012306742,0.0029901054,0.00063151994,0.002052836,0.0029369018,0.0015226324,0.15766303],"category_scores_gemma":[0.0029523422,0.0009860022,0.0010576074,0.0045102616,0.00039759954,0.0016555381,0.0027438684,0.001624128,0.27006733],"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":[0.00003685352,0.000011165479,0.00045280374,0.00024213342,0.000007312786,0.000016429607,0.000023369557,0.00014564677,0.00011195095,0.0003301281,0.99584454,0.0027776507],"study_design_scores_gemma":[0.00007698521,0.0000073166607,0.001622069,0.000095220654,0.000007014983,0.00004281572,0.000059586768,0.0003435961,0.00042230487,0.0006623184,0.9966468,0.00001386677],"about_ca_topic_score_codex":0.024243841,"about_ca_topic_score_gemma":0.058109563,"teacher_disagreement_score":0.15766303,"about_ca_system_score_codex":0.0010189998,"about_ca_system_score_gemma":0.0015813893,"threshold_uncertainty_score":0.5274354},"labels":[],"label_agreement":null},{"id":"W4394848371","doi":"10.5040/9781350121775.ch-018","title":"Unimaginable Fine Communities","year":2022,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational 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":"Geography","score_opus":0.0068620918141360475,"score_gpt":0.1807282732811457,"score_spread":0.17386618146700966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394848371","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":[0.010412175,0.008629025,0.0071813627,0.032119766,0.0008455884,0.000016444801,0.00012777426,0.00016669309,0.9405012],"genre_scores_gemma":[0.6468046,0.011514637,0.00436505,0.0062508,0.0006541293,0.0000839607,0.00022185156,0.0002656006,0.3298393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996112,0.00014540786,0.0000073268775,0.00006850343,0.00007581597,0.00009191256],"domain_scores_gemma":[0.999574,0.000119375065,0.000032433956,0.00007944241,0.00007343264,0.00012134599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005694021,0.000415719,0.00020350011,0.00053883594,0.00672212,0.0043796767,0.0006181399,0.0014693507,0.030341681],"category_scores_gemma":[0.0016887087,0.00022428822,0.0001828477,0.000618177,0.0057660798,0.0077670454,0.002718012,0.0018951478,0.00582848],"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":[0.0000111053005,0.000007448774,0.00011187284,0.000023385324,0.0000013664998,0.000027532109,0.0021635327,0.00008547473,0.000040975607,0.9165835,0.068691604,0.0122521585],"study_design_scores_gemma":[0.000010560477,0.000009984947,0.0004706362,0.00007843686,0.0000037888751,0.000102171376,0.002897246,0.00038380042,0.00024345217,0.5030105,0.49277854,0.00001073163],"about_ca_topic_score_codex":0.0073914323,"about_ca_topic_score_gemma":0.021079617,"teacher_disagreement_score":0.030341681,"about_ca_system_score_codex":0.0023318988,"about_ca_system_score_gemma":0.0012905211,"threshold_uncertainty_score":0.101503074},"labels":[],"label_agreement":null},{"id":"W4395451557","doi":"10.18280/ijdne.190221","title":"The Coexistence of Opposites in Contemporary Architecture","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Sociology; Geography; Archaeology","score_opus":0.012340288730437418,"score_gpt":0.24817727788914756,"score_spread":0.23583698915871015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395451557","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":[0.7448067,0.0037686368,0.028944325,0.008833029,0.00032704146,0.00004942902,0.00002990771,0.000090224275,0.21315077],"genre_scores_gemma":[0.9960121,0.00021774763,0.0018444294,0.00012042714,0.000034448476,0.000009674871,0.000006987168,0.000016730028,0.0017374185],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9903211,0.006410493,0.0004089391,0.00080713903,0.0015970027,0.0004552184],"domain_scores_gemma":[0.9911718,0.005612695,0.00096185674,0.0009788113,0.00087362505,0.00040111778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076057683,0.00035440645,0.00041722768,0.004628202,0.009745169,0.010712637,0.00088581,0.0017812337,0.0020086935],"category_scores_gemma":[0.011174448,0.00049979816,0.00028695256,0.0025205645,0.052115954,0.016445946,0.007877054,0.0029178758,0.00021833468],"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":[0.00006696204,0.000024532677,0.0035228315,0.00013150515,0.000009849717,0.00066359504,0.52357405,0.00019284268,0.0017300283,0.45276868,0.00056878343,0.0167463],"study_design_scores_gemma":[0.000035017987,0.00011508475,0.009374907,0.00054954103,0.000055289776,0.0022635022,0.51819474,0.0013988621,0.0018006286,0.33898884,0.12713857,0.00008506698],"about_ca_topic_score_codex":0.0019467246,"about_ca_topic_score_gemma":0.0029196981,"teacher_disagreement_score":0.010712637,"about_ca_system_score_codex":0.0038213385,"about_ca_system_score_gemma":0.0022106732,"threshold_uncertainty_score":0.0402236},"labels":[],"label_agreement":null},{"id":"W4396696956","doi":"10.37190/arc230212","title":"City-forming solutions for quarter development in the designs of the Grupa 5 Architekci studio","year":2023,"lang":"en","type":"article","venue":"Architectus","topic":"Architecture and Computational Design","field":"Engineering","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); Studio; Mathematics; Art; Visual arts; History; Archaeology","score_opus":0.051540757775260314,"score_gpt":0.24896759212627217,"score_spread":0.19742683435101185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396696956","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":[0.15239458,0.00038567453,0.50165135,0.0010037926,0.00019237831,0.00024422372,0.00053387997,0.004349976,0.33924413],"genre_scores_gemma":[0.53860384,0.0002605792,0.39017624,0.00009611599,0.00001597026,0.00016565277,0.0005185252,0.0010839492,0.06907909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9993924,0.00019777722,0.00002592739,0.0000759383,0.00018020155,0.00012767862],"domain_scores_gemma":[0.999634,0.000062150895,0.000018658093,0.00010745216,0.00010982841,0.00006776509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081065646,0.0005671243,0.0003344437,0.0007774971,0.0013130828,0.0037356687,0.0008947465,0.00075822225,0.023959057],"category_scores_gemma":[0.001369036,0.00039836875,0.00052896416,0.0008430467,0.0008388263,0.001002648,0.0022186253,0.0009915172,0.0041781254],"study_design_candidate":"qualitative","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":[0.0005029502,0.00023080583,0.0044500134,0.0003296043,0.00004724553,0.00037195915,0.0057988763,0.16685161,0.020989714,0.49442875,0.025161358,0.28083706],"study_design_scores_gemma":[0.0001246552,0.00035382048,0.0026101628,0.00015559077,0.00008523679,0.0005358524,0.0058899573,0.37179148,0.02541272,0.09207825,0.5008754,0.00008683102],"about_ca_topic_score_codex":0.0051929266,"about_ca_topic_score_gemma":0.014297092,"teacher_disagreement_score":0.023959057,"about_ca_system_score_codex":0.0014842765,"about_ca_system_score_gemma":0.0025796315,"threshold_uncertainty_score":0.08015108},"labels":[],"label_agreement":null},{"id":"W4396713954","doi":"10.51599/is.2023.07.04.04","title":"Upcycling of solid waste for furniture production: an environmentally sustainable solution for waste disposal","year":2023,"lang":"en","type":"article","venue":"Journal of Innovations and Sustainability","topic":"Architecture and Computational Design","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Waste management; Municipal solid waste; Production (economics); Environmentally friendly; Cleaner production; Business; Waste material; Waste disposal; Environmental science; Engineering","score_opus":0.010016427622053152,"score_gpt":0.2592499230277145,"score_spread":0.24923349540566134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396713954","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":[0.86176133,0.013869656,0.049422074,0.0030716683,0.00028054035,0.00045995452,0.0001554677,0.00020337253,0.0707759],"genre_scores_gemma":[0.9595443,0.0044173496,0.022919772,0.00026496744,0.000023061495,0.00007656356,0.00005691327,0.00003213077,0.012664836],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976593,0.00007431569,0.00001180168,0.000025137499,0.00007361104,0.00004919046],"domain_scores_gemma":[0.9998597,0.000026985741,0.00004607631,0.000017677961,0.00002819889,0.00002123092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002628243,0.000373474,0.0002305498,0.00045911397,0.00077559316,0.0012260467,0.00045338925,0.0005431983,0.005705756],"category_scores_gemma":[0.00025778782,0.00011470652,0.00029632018,0.0006730654,0.0007109644,0.0008173754,0.0007791942,0.00055620045,0.0005998871],"study_design_candidate":"bench_or_experimental","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":[0.0006465119,0.0008780419,0.01985221,0.0040733465,0.00004531194,0.0040880158,0.0058531966,0.0071837152,0.3389623,0.033739056,0.0046502575,0.58002806],"study_design_scores_gemma":[0.0001305576,0.002527322,0.0395422,0.002817221,0.00023822713,0.004852792,0.03940133,0.01308762,0.50167876,0.02709238,0.36848572,0.0001458996],"about_ca_topic_score_codex":0.0016140568,"about_ca_topic_score_gemma":0.007311252,"teacher_disagreement_score":0.005705756,"about_ca_system_score_codex":0.0007832193,"about_ca_system_score_gemma":0.001118817,"threshold_uncertainty_score":0.019087613},"labels":[],"label_agreement":null},{"id":"W4398776666","doi":"10.33621/jdsr.v6i2.211","title":"Dwelling as method: Lingering in/with feminist curated data sets on Instagram","year":2024,"lang":"en","type":"article","venue":"Journal of Digital Social Research","topic":"Architecture and Computational Design","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":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.1465904440458874,"score_gpt":0.444223354917962,"score_spread":0.2976329108720746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398776666","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":[0.14039265,0.00089325005,0.80114996,0.0067476965,0.00041770827,0.0015942989,0.0030754574,0.0019980518,0.043730944],"genre_scores_gemma":[0.3887382,0.00046691336,0.5882533,0.0015892376,0.00015652785,0.0038027891,0.0017099173,0.0034799112,0.011803168],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9614933,0.029820116,0.0010266636,0.0036219007,0.003159468,0.000878593],"domain_scores_gemma":[0.818222,0.14728728,0.004362254,0.024909034,0.004148445,0.0010710083],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.042329047,0.00096929335,0.00074959465,0.0066107567,0.0068936944,0.011951966,0.002796727,0.0018124449,0.009525257],"category_scores_gemma":[0.0921544,0.0009662197,0.0010375467,0.0064292657,0.0175454,0.012220192,0.012606353,0.0028748002,0.00228285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001944653,0.00007608714,0.009167321,0.0010019963,0.000075838805,0.0006750707,0.69326526,0.00064456277,0.010801048,0.12985858,0.007208384,0.14703143],"study_design_scores_gemma":[0.00004917303,0.00013776931,0.0071018883,0.001342258,0.00008796608,0.0008831925,0.3373415,0.0062013934,0.019623397,0.14455955,0.48248813,0.00018376696],"about_ca_topic_score_codex":0.0037750439,"about_ca_topic_score_gemma":0.012879245,"teacher_disagreement_score":0.9931063,"about_ca_system_score_codex":0.0040995223,"about_ca_system_score_gemma":0.0038552594,"threshold_uncertainty_score":0.22386003},"labels":[],"label_agreement":null},{"id":"W4399272895","doi":"10.47413/vidya.v3i1.366","title":"AN APPROACH TO SUSTAINABLE LIVING: BIODEGRADABLE FLATWARE","year":2024,"lang":"en","type":"article","venue":"VIDYA - A JOURNAL OF GUJARAT UNIVERSITY","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Business","score_opus":0.00714091749851333,"score_gpt":0.1899530571840986,"score_spread":0.18281213968558527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399272895","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":[0.020284262,0.0480978,0.032074787,0.052413847,0.005109327,0.00018751073,0.0002065616,0.00061672257,0.84100914],"genre_scores_gemma":[0.2710792,0.057575352,0.052339807,0.015538527,0.0012311704,0.00021787208,0.0002696801,0.000384019,0.6013643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929774,0.000117447926,0.00002651587,0.00008528587,0.00034479087,0.00012817561],"domain_scores_gemma":[0.99962103,0.00006096578,0.00003799832,0.00006236727,0.00012970644,0.00008792302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060624554,0.0006093497,0.00022137922,0.0010553236,0.0022297949,0.0045506563,0.0010673698,0.0026934876,0.01488333],"category_scores_gemma":[0.0007735205,0.0001655645,0.0004964567,0.00096729054,0.0035571929,0.0046325624,0.0041352226,0.0020792433,0.005152664],"study_design_candidate":"bench_or_experimental","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":[0.00003950455,0.00015760718,0.000694785,0.0008209787,0.000016882348,0.000649916,0.0032047671,0.0007747741,0.0061853263,0.6623293,0.06624259,0.2588836],"study_design_scores_gemma":[0.000002644845,0.000056078294,0.00040319999,0.00035164188,0.0000054671646,0.00027420276,0.0014144906,0.00015061168,0.0016743299,0.045030214,0.9506238,0.000013300746],"about_ca_topic_score_codex":0.0033747356,"about_ca_topic_score_gemma":0.0071767494,"teacher_disagreement_score":0.01488333,"about_ca_system_score_codex":0.0024123518,"about_ca_system_score_gemma":0.0025444212,"threshold_uncertainty_score":0.049789727},"labels":[],"label_agreement":null},{"id":"W4399304948","doi":"10.52975/llt.2024v93.011","title":"Making Space for Creativity","year":2024,"lang":"fr","type":"article","venue":"Labour / Le Travail","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Creativity; Space (punctuation); Psychology; Computer science; Social psychology","score_opus":0.021873089455144764,"score_gpt":0.2617017797485193,"score_spread":0.23982869029337456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399304948","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":[0.029626174,0.0033577129,0.05538016,0.020298755,0.0012166027,0.000059952254,0.00011704166,0.00036403217,0.88957953],"genre_scores_gemma":[0.83463895,0.0013864728,0.01677276,0.0013569578,0.0004117691,0.0001373318,0.00009825467,0.00038848212,0.14480893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984901,0.00058639084,0.000046680383,0.00026509416,0.00034816173,0.00026363315],"domain_scores_gemma":[0.99801624,0.0006005648,0.00011116453,0.0006617418,0.0002570445,0.00035320234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016263778,0.00076796976,0.00043893635,0.0012263083,0.0054446766,0.011401611,0.0011542855,0.0025484615,0.040336706],"category_scores_gemma":[0.0048472723,0.0004248919,0.0007417773,0.00091610424,0.016146887,0.013623617,0.0070923106,0.003474055,0.006800974],"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":[0.000019653644,0.000009852717,0.00009307425,0.000030173676,0.0000059547665,0.00006173124,0.0020852804,0.00039044046,0.00035982783,0.9804695,0.0048330445,0.011641518],"study_design_scores_gemma":[0.000019681434,0.000018625195,0.00010494217,0.00005532074,0.0000066772673,0.000083816776,0.001847161,0.00051456253,0.00044390143,0.8670568,0.12983605,0.00001249335],"about_ca_topic_score_codex":0.001380195,"about_ca_topic_score_gemma":0.001973315,"teacher_disagreement_score":0.040336706,"about_ca_system_score_codex":0.002358682,"about_ca_system_score_gemma":0.0022482665,"threshold_uncertainty_score":0.13493967},"labels":[],"label_agreement":null},{"id":"W4399722842","doi":"10.32920/26052625","title":"Parametric Design and Its Future Progression: How Parametric Housing Technology is the Future of Development","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"University of Toronto","funders":"","keywords":"Parametric statistics; Semiparametric model; Parametric model; Technology development; Parametric design; Computer science; Engineering; Mathematics; Manufacturing engineering","score_opus":0.014403120924178382,"score_gpt":0.23774936417864773,"score_spread":0.22334624325446933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399722842","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":[0.04369972,0.088238046,0.0529594,0.20432918,0.003308611,0.000065534616,0.00022402291,0.00030655393,0.606869],"genre_scores_gemma":[0.8589184,0.04300115,0.020580828,0.006963551,0.0009807565,0.00010333021,0.00013073254,0.00021025295,0.06911084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99537367,0.002237305,0.00015534596,0.00050351274,0.0012074986,0.0005227482],"domain_scores_gemma":[0.9972928,0.001039521,0.00019767912,0.00039093054,0.0006662918,0.00041278955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005605423,0.00048265603,0.00036548355,0.0016934953,0.003983074,0.01420066,0.0010779153,0.00339525,0.008463107],"category_scores_gemma":[0.0052417647,0.00031416529,0.0004332549,0.0021004975,0.019028239,0.018471487,0.004871593,0.003918665,0.0016536122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023076478,0.000019295614,0.00067354384,0.00009868671,0.000004387044,0.00012649625,0.0056958967,0.0004274345,0.0002662895,0.9292642,0.009934536,0.053466264],"study_design_scores_gemma":[0.0000042909483,0.000057067144,0.0011919586,0.00036535636,0.000005080943,0.00034061194,0.009263973,0.0010329431,0.00046296194,0.2807926,0.706449,0.000034172775],"about_ca_topic_score_codex":0.0045843883,"about_ca_topic_score_gemma":0.005170264,"teacher_disagreement_score":0.01420066,"about_ca_system_score_codex":0.007909664,"about_ca_system_score_gemma":0.004807918,"threshold_uncertainty_score":0.05738896},"labels":[],"label_agreement":null},{"id":"W4399722926","doi":"10.32920/26052625.v1","title":"Parametric Design and Its Future Progression: How Parametric Housing Technology is the Future of Development","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"University of Toronto","funders":"","keywords":"Parametric statistics; Semiparametric model; Parametric model; Technology development; Parametric design; Computer science; Engineering; Manufacturing engineering; Mathematics","score_opus":0.014403120924178382,"score_gpt":0.23774936417864773,"score_spread":0.22334624325446933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399722926","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":[0.04369972,0.088238046,0.0529594,0.20432918,0.003308611,0.000065534616,0.00022402291,0.00030655393,0.606869],"genre_scores_gemma":[0.8589184,0.04300115,0.020580828,0.006963551,0.0009807565,0.00010333021,0.00013073254,0.00021025295,0.06911084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99537367,0.002237305,0.00015534596,0.00050351274,0.0012074986,0.0005227482],"domain_scores_gemma":[0.9972928,0.001039521,0.00019767912,0.00039093054,0.0006662918,0.00041278955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005605423,0.00048265603,0.00036548355,0.0016934953,0.003983074,0.01420066,0.0010779153,0.00339525,0.008463107],"category_scores_gemma":[0.0052417647,0.00031416529,0.0004332549,0.0021004975,0.019028239,0.018471487,0.004871593,0.003918665,0.0016536122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023076478,0.000019295614,0.00067354384,0.00009868671,0.000004387044,0.00012649625,0.0056958967,0.0004274345,0.0002662895,0.9292642,0.009934536,0.053466264],"study_design_scores_gemma":[0.0000042909483,0.000057067144,0.0011919586,0.00036535636,0.000005080943,0.00034061194,0.009263973,0.0010329431,0.00046296194,0.2807926,0.706449,0.000034172775],"about_ca_topic_score_codex":0.0045843883,"about_ca_topic_score_gemma":0.005170264,"teacher_disagreement_score":0.01420066,"about_ca_system_score_codex":0.007909664,"about_ca_system_score_gemma":0.004807918,"threshold_uncertainty_score":0.05738896},"labels":[],"label_agreement":null},{"id":"W4399723126","doi":"10.32920/26052604.v1","title":"Art of the Moment: 3D Scanning, Digital Media and Meaning Through Making","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Meaning (existential); Moment (physics); Digital media; Aesthetics; Computer science; Art; Visual arts; Epistemology; Physics; World Wide Web; Philosophy; Classical mechanics","score_opus":0.01368683548482972,"score_gpt":0.22403383202802263,"score_spread":0.21034699654319292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399723126","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":[0.0844264,0.010752551,0.19884571,0.010864151,0.0009148092,0.000092566814,0.00012712798,0.0005389597,0.6934377],"genre_scores_gemma":[0.88882834,0.0060146973,0.043683432,0.0006581043,0.00023014378,0.00008880444,0.00006194396,0.00023861567,0.060195982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992736,0.0003077791,0.000017690883,0.00009910508,0.00022343537,0.00007830651],"domain_scores_gemma":[0.99942493,0.0002906993,0.000055121727,0.00013713537,0.000037409973,0.000054632706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010076574,0.00043102523,0.00026658026,0.0013042594,0.0021693727,0.009112315,0.00064626057,0.001293214,0.0090467185],"category_scores_gemma":[0.0017673454,0.0002942886,0.00053440244,0.001428222,0.0136978,0.0075019696,0.0037909714,0.0011961362,0.0008153777],"study_design_candidate":"qualitative","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":[0.00002237613,0.000014813746,0.00034059104,0.000090418136,0.00000796784,0.00015047207,0.009842087,0.0012694611,0.0012544788,0.93948656,0.0028026893,0.04471806],"study_design_scores_gemma":[0.000010746104,0.000033204728,0.0009588413,0.00024524995,0.000019116394,0.0006448028,0.011771391,0.0042901323,0.004441943,0.7044099,0.2731316,0.000043139607],"about_ca_topic_score_codex":0.0018051215,"about_ca_topic_score_gemma":0.0024418356,"teacher_disagreement_score":0.009112315,"about_ca_system_score_codex":0.0012744513,"about_ca_system_score_gemma":0.0010302529,"threshold_uncertainty_score":0.030264258},"labels":[],"label_agreement":null},{"id":"W4399723127","doi":"10.32920/26052604","title":"Art of the Moment: 3D Scanning, Digital Media and Meaning Through Making","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Meaning (existential); Moment (physics); Digital media; Aesthetics; Art; Visual arts; Computer science; Epistemology; World Wide Web; Physics; Philosophy","score_opus":0.01368683548482972,"score_gpt":0.22403383202802263,"score_spread":0.21034699654319292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399723127","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":[0.0844264,0.010752551,0.19884571,0.010864151,0.0009148092,0.000092566814,0.00012712798,0.0005389597,0.6934377],"genre_scores_gemma":[0.88882834,0.0060146973,0.043683432,0.0006581043,0.00023014378,0.00008880444,0.00006194396,0.00023861567,0.060195982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992736,0.0003077791,0.000017690883,0.00009910508,0.00022343537,0.00007830651],"domain_scores_gemma":[0.99942493,0.0002906993,0.000055121727,0.00013713537,0.000037409973,0.000054632706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010076574,0.00043102523,0.00026658026,0.0013042594,0.0021693727,0.009112315,0.00064626057,0.001293214,0.0090467185],"category_scores_gemma":[0.0017673454,0.0002942886,0.00053440244,0.001428222,0.0136978,0.0075019696,0.0037909714,0.0011961362,0.0008153777],"study_design_candidate":"qualitative","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":[0.00002237613,0.000014813746,0.00034059104,0.000090418136,0.00000796784,0.00015047207,0.009842087,0.0012694611,0.0012544788,0.93948656,0.0028026893,0.04471806],"study_design_scores_gemma":[0.000010746104,0.000033204728,0.0009588413,0.00024524995,0.000019116394,0.0006448028,0.011771391,0.0042901323,0.004441943,0.7044099,0.2731316,0.000043139607],"about_ca_topic_score_codex":0.0018051215,"about_ca_topic_score_gemma":0.0024418356,"teacher_disagreement_score":0.009112315,"about_ca_system_score_codex":0.0012744513,"about_ca_system_score_gemma":0.0010302529,"threshold_uncertainty_score":0.030264258},"labels":[],"label_agreement":null},{"id":"W4399774629","doi":"10.5151/sigradi2023-482","title":"Interactive Skins for Architectural Adaptation: Design and fabrication of a dynamic electro- mechanical unit","year":2024,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Fabrication; Adaptation (eye); Mechanical design; Architectural design; Computer science; Unit (ring theory); Engineering; Mechanical engineering; Architecture; Visual arts; Physics","score_opus":0.014291616137092228,"score_gpt":0.24783543065687164,"score_spread":0.2335438145197794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399774629","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":[0.5643954,0.0012348455,0.40519613,0.00026319272,0.00039360716,0.00033085136,0.00019571304,0.0012097424,0.026780508],"genre_scores_gemma":[0.8377226,0.00031899306,0.15723802,0.000059144062,0.000013581655,0.00014187978,0.00006639303,0.00008945003,0.004349895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998124,0.000021354412,0.000008276265,0.000043150554,0.00008120187,0.000033689274],"domain_scores_gemma":[0.9998161,0.000027853204,0.000025776715,0.00005796178,0.00003481511,0.00003757428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020564807,0.00029363504,0.00016397236,0.00023863086,0.00019920742,0.0005048607,0.0006580198,0.0004640518,0.0011110753],"category_scores_gemma":[0.0003870191,0.0002489582,0.0002603877,0.0001546517,0.00044653137,0.0004095333,0.0005595557,0.00039876733,0.0004915513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032805394,0.000068111534,0.00087683887,0.00021447896,0.000017008648,0.0005863806,0.0002984546,0.02909674,0.91863596,0.007563442,0.0010245919,0.04158525],"study_design_scores_gemma":[0.000037017544,0.00093175983,0.005150935,0.00008975901,0.000044047796,0.0018749491,0.000320732,0.14724344,0.7662143,0.0027544806,0.075235836,0.00010265494],"about_ca_topic_score_codex":0.00018945693,"about_ca_topic_score_gemma":0.00037017232,"teacher_disagreement_score":0.0011110753,"about_ca_system_score_codex":0.00021367638,"about_ca_system_score_gemma":0.00024297023,"threshold_uncertainty_score":0.003716886},"labels":[],"label_agreement":null},{"id":"W4399800002","doi":"10.21606/drs.2024.152","title":"Making in the Digital Era","year":2024,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Architecture and Computational Design","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":"Ontario College of Art and Design","funders":"","keywords":"Computer science","score_opus":0.012642222999281335,"score_gpt":0.22759649551002956,"score_spread":0.21495427251074822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399800002","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":[0.031239942,0.010634523,0.066435985,0.05032553,0.0028279556,0.0000791779,0.00013522837,0.00031009942,0.83801156],"genre_scores_gemma":[0.71924436,0.013199789,0.04248616,0.0074395966,0.0010217585,0.00020305051,0.000237262,0.00026692523,0.21590114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959235,0.0023971112,0.00013927235,0.00040084033,0.0008166407,0.00032254963],"domain_scores_gemma":[0.9965544,0.0016707574,0.0001402595,0.00083988294,0.00038453817,0.0004101703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050797476,0.00048302233,0.0002790619,0.0011221761,0.003548835,0.01191088,0.00081022753,0.0022624086,0.0138698565],"category_scores_gemma":[0.0059191044,0.00026368746,0.00045494325,0.0012721423,0.01652159,0.013020417,0.008554835,0.003066873,0.0026615264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015295267,0.000014271122,0.00022025785,0.000072190254,0.000005123459,0.00007640053,0.01049474,0.00031721275,0.00043893702,0.93171495,0.014637886,0.041992754],"study_design_scores_gemma":[0.000004871749,0.000016767934,0.00021958255,0.00016639325,0.000004572614,0.00014396496,0.0058187023,0.0002407777,0.00056707935,0.22942667,0.7633792,0.000011447153],"about_ca_topic_score_codex":0.0017175489,"about_ca_topic_score_gemma":0.0015812764,"teacher_disagreement_score":0.0138698565,"about_ca_system_score_codex":0.0028989208,"about_ca_system_score_gemma":0.0035773981,"threshold_uncertainty_score":0.046399295},"labels":[],"label_agreement":null},{"id":"W4399857678","doi":"10.1002/9781394300839.ch4","title":"Hijacking the Tool","year":2024,"lang":"es","type":"other","venue":"","topic":"Architecture and Computational Design","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 Laval","funders":"","keywords":"Computer science","score_opus":0.007829324026522056,"score_gpt":0.2111986628800568,"score_spread":0.20336933885353473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399857678","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":[0.07752575,0.005245675,0.41659477,0.012033764,0.0018143822,0.00010459175,0.00014097667,0.00371378,0.48282632],"genre_scores_gemma":[0.74443567,0.0036612554,0.08377704,0.0020816745,0.00030437295,0.000106454696,0.00020119052,0.0020794743,0.16335282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994949,0.0014813085,0.00025137674,0.0007665906,0.001897036,0.00065481703],"domain_scores_gemma":[0.99364686,0.0023033207,0.00045521426,0.0025010393,0.00080624776,0.00028733644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048844297,0.0011904122,0.0007272215,0.002021781,0.0038258175,0.012432266,0.002071286,0.0027463133,0.017080754],"category_scores_gemma":[0.012470853,0.00065319554,0.000979243,0.0014330797,0.015215718,0.018020073,0.009418772,0.004971504,0.0058498797],"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":[0.00008349382,0.000021523361,0.0007990561,0.0001694609,0.000022092394,0.0005569903,0.014721333,0.0022382997,0.003763252,0.8689673,0.007254568,0.10140255],"study_design_scores_gemma":[0.000014671911,0.00014647788,0.00043996726,0.00059413764,0.000048901802,0.0016205098,0.0065650903,0.005965663,0.007625242,0.17879568,0.79809576,0.000088001165],"about_ca_topic_score_codex":0.002844926,"about_ca_topic_score_gemma":0.0023190647,"teacher_disagreement_score":0.017080754,"about_ca_system_score_codex":0.0026211033,"about_ca_system_score_gemma":0.0032481316,"threshold_uncertainty_score":0.057140827},"labels":[],"label_agreement":null},{"id":"W4400074633","doi":"10.1109/mc.2024.3385049","title":"Programming Art With Drawing Machines","year":2024,"lang":"en","type":"article","venue":"Computer","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"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 Montréal","funders":"","keywords":"Computer science; Engineering drawing; Programming language; Engineering","score_opus":0.004889646306130693,"score_gpt":0.19367108682798978,"score_spread":0.18878144052185908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400074633","genre_codex":"methods","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":[0.0031019715,0.002025438,0.8119962,0.001659037,0.0005932125,0.00011712654,0.00018539418,0.003733531,0.17658806],"genre_scores_gemma":[0.10256137,0.0036877503,0.7889953,0.00092326355,0.0006269866,0.00036110418,0.0005978815,0.0017418904,0.1005044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865735,0.00036437542,0.000078590514,0.00033910395,0.00047508604,0.00008541282],"domain_scores_gemma":[0.9990283,0.00036588524,0.000043359625,0.00036175657,0.0001274584,0.0000733107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008977464,0.0010804944,0.0004996567,0.0012366604,0.0016353109,0.0049839555,0.0015693435,0.0011501806,0.04396727],"category_scores_gemma":[0.0040826784,0.00078030274,0.0010890187,0.0016266085,0.0037446914,0.0061151776,0.0027012173,0.0029191317,0.012273275],"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":[0.000035229557,0.00002169923,0.00017883489,0.0002058063,0.000021414218,0.000058198715,0.00046122237,0.0039193206,0.0017216507,0.8120736,0.030564528,0.1507385],"study_design_scores_gemma":[0.000020951562,0.000025862699,0.00017024999,0.00013684838,0.000013999621,0.00023317398,0.00009514549,0.013113893,0.0028186284,0.5144001,0.46894765,0.000023538016],"about_ca_topic_score_codex":0.00088101375,"about_ca_topic_score_gemma":0.0013311704,"teacher_disagreement_score":0.04396727,"about_ca_system_score_codex":0.0008584085,"about_ca_system_score_gemma":0.00079762365,"threshold_uncertainty_score":0.14708519},"labels":[],"label_agreement":null},{"id":"W4400150327","doi":"10.1007/979-8-8688-0324-6_6","title":"Building Medium-Fidelity Prototypes","year":2024,"lang":"en","type":"book-chapter","venue":"Design Thinking","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Fidelity; Computer science; Architectural engineering; Engineering; Telecommunications","score_opus":0.020527100832417156,"score_gpt":0.22990406668850205,"score_spread":0.2093769658560849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400150327","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04919928,0.0024634397,0.57309043,0.0012134832,0.0009325077,0.0013474766,0.00043268822,0.0026134402,0.36870733],"genre_scores_gemma":[0.18514301,0.0021444135,0.6874917,0.00042775855,0.00010134183,0.0014713223,0.0008745386,0.0012534512,0.12109249],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753404,0.0010258148,0.00011725026,0.00025215605,0.0009070466,0.0001636847],"domain_scores_gemma":[0.99771047,0.0009416634,0.00004334862,0.00072366034,0.00043282178,0.00014809916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003300469,0.0008155012,0.00039749304,0.0010629487,0.0011082665,0.005227743,0.002968106,0.0019800344,0.028531976],"category_scores_gemma":[0.00802295,0.00080194144,0.0006603323,0.00055507844,0.0015845742,0.0064479867,0.0050014183,0.0018999026,0.006965896],"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":[0.00016896539,0.00047313253,0.0013899317,0.0015591696,0.00006852649,0.0011135445,0.012900182,0.013050543,0.038620077,0.42452437,0.043820105,0.4623114],"study_design_scores_gemma":[0.000074125535,0.0005964903,0.0011390157,0.00087938795,0.000047624202,0.001390863,0.0034458234,0.0128529025,0.021969844,0.075044185,0.88244474,0.0001149216],"about_ca_topic_score_codex":0.00087582355,"about_ca_topic_score_gemma":0.001394844,"teacher_disagreement_score":0.028531976,"about_ca_system_score_codex":0.0010823754,"about_ca_system_score_gemma":0.000801296,"threshold_uncertainty_score":0.09544897},"labels":[],"label_agreement":null},{"id":"W4400288015","doi":"10.1121/10.0026646","title":"The cost of transparency: Balancing acoustic, financial, and sustainability considerations for glazed office partitions","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Architecture and Computational Design","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":"Arup Group (Canada)","funders":"","keywords":"Transparency (behavior); Business; Sustainability; Finance; Accounting; Environmental economics; Computer science; Economics; Computer security","score_opus":0.010069862661482932,"score_gpt":0.24287993263261856,"score_spread":0.23281006997113562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400288015","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":[0.7337578,0.0016411633,0.14476459,0.009943986,0.00030240684,0.00016779196,0.00015030421,0.00025759183,0.10901445],"genre_scores_gemma":[0.98738676,0.0002293843,0.010321658,0.00011823106,0.000035802263,0.000023978122,0.000013854832,0.00003608045,0.0018342617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967062,0.0011837581,0.00009954388,0.00015935156,0.0012570529,0.00059409166],"domain_scores_gemma":[0.9926708,0.0039706198,0.0010560823,0.0008916901,0.0010041618,0.00040670196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024730808,0.00054617,0.00031527365,0.000703381,0.0015476819,0.0045397542,0.0010369458,0.0010502978,0.0050289365],"category_scores_gemma":[0.012152108,0.00035974692,0.00036554172,0.0006751701,0.0018883295,0.004243604,0.0034616876,0.0013396281,0.00040565748],"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":[0.0013169199,0.0004242886,0.023925059,0.0006336483,0.00009815414,0.0019020028,0.004305298,0.28090245,0.039532304,0.33635566,0.006304147,0.3043001],"study_design_scores_gemma":[0.00022667233,0.0021559845,0.06536605,0.0010776242,0.00041177418,0.0055296593,0.031660702,0.3558061,0.062237214,0.36135557,0.113708735,0.00046384346],"about_ca_topic_score_codex":0.0031904716,"about_ca_topic_score_gemma":0.0058526625,"teacher_disagreement_score":0.0050289365,"about_ca_system_score_codex":0.0021343424,"about_ca_system_score_gemma":0.0014893671,"threshold_uncertainty_score":0.01682347},"labels":[],"label_agreement":null},{"id":"W4400641785","doi":"10.1007/978-3-031-56840-4_2","title":"Dwelling in a Digital Age: Biological Perspectives","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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 Waterloo","funders":"","keywords":"Geography","score_opus":0.017412392690256642,"score_gpt":0.20639994929593022,"score_spread":0.18898755660567357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400641785","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":[0.023156488,0.06584192,0.033928264,0.028688865,0.0012536381,0.000015986712,0.00023031943,0.00016966922,0.84671485],"genre_scores_gemma":[0.4906617,0.10546804,0.02400358,0.0064658043,0.0011613106,0.000077207515,0.00039776295,0.00020331114,0.37156123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998745,0.0000313724,0.000003725979,0.00003184035,0.0000293703,0.000029254317],"domain_scores_gemma":[0.9997321,0.00012004759,0.000017556711,0.00003550777,0.000038721788,0.000056119356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003382736,0.00034932568,0.0002483617,0.0006608076,0.0013569859,0.00518367,0.0009145134,0.0015406719,0.014325378],"category_scores_gemma":[0.0006854064,0.00016961359,0.00015808415,0.0013209871,0.0054770145,0.005702243,0.0012759994,0.0015030467,0.0025194222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046055634,0.000010105243,0.00018108446,0.0000689057,0.0000022631973,0.00007159813,0.0015565337,0.0003139464,0.00037359196,0.9490986,0.013371031,0.034947786],"study_design_scores_gemma":[0.0000014552421,0.000012923021,0.00079211016,0.00019360357,0.0000059147674,0.00033488052,0.002879593,0.0006170357,0.00039069031,0.529086,0.465674,0.000011766913],"about_ca_topic_score_codex":0.0035012902,"about_ca_topic_score_gemma":0.008293743,"teacher_disagreement_score":0.014325378,"about_ca_system_score_codex":0.0016625236,"about_ca_system_score_gemma":0.0009908976,"threshold_uncertainty_score":0.047923148},"labels":[],"label_agreement":null},{"id":"W4401632442","doi":"10.22215/etd/2024-15986","title":"(Re)Integrating Rammed Earth Construction Regulatory and Material Challenges and Opportunities of Rammed Earth Construction in Ontario","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Rammed earth; Mainstreaming; Engineering; Architectural engineering; Civil engineering; Construction engineering; Geotechnical engineering; Sociology; Pedagogy; Special education","score_opus":0.020823421706254674,"score_gpt":0.20152016913802626,"score_spread":0.18069674743177158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401632442","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":[0.60491633,0.002164918,0.007459645,0.038801104,0.00022314553,0.00026927437,0.00072666275,0.00014035968,0.3452985],"genre_scores_gemma":[0.9053856,0.0017553271,0.0043264623,0.0011985666,0.00001737909,0.00006702496,0.00016944663,0.00005511524,0.087024994],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970765,0.00042826112,0.00007500589,0.0002217228,0.0014769126,0.0007215286],"domain_scores_gemma":[0.99735165,0.0005958062,0.0002168841,0.00022235578,0.0011252973,0.0004880048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025160345,0.00018423796,0.00019165943,0.00076981477,0.012136543,0.004470211,0.000909575,0.0010717915,0.0062714918],"category_scores_gemma":[0.0034910734,0.00031637689,0.0002747204,0.0019371713,0.0073578423,0.0015455231,0.0027731275,0.0011291046,0.0003592695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021432943,0.00013575793,0.07244203,0.0010739629,0.000027683198,0.0030261448,0.3136553,0.003549429,0.01132757,0.3120718,0.06649971,0.21597636],"study_design_scores_gemma":[0.000009695789,0.000070753056,0.062408697,0.0002689847,0.00001858972,0.00025350138,0.16945758,0.0009053588,0.0016419521,0.0059338002,0.75897914,0.000052016465],"about_ca_topic_score_codex":0.9715111,"about_ca_topic_score_gemma":0.9940707,"teacher_disagreement_score":0.10635062,"about_ca_system_score_codex":0.10635062,"about_ca_system_score_gemma":0.16140753,"threshold_uncertainty_score":0.77163136},"labels":[],"label_agreement":null},{"id":"W4401632540","doi":"10.22215/etd/2024-16017","title":"Disrupting the Global Supply Chain in Architecture: A Hyper-Local Approach to the Built Environment","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Supply chain; Architecture; Architectural engineering; Circular economy; Engineering; Built environment; Civil engineering; Computer science; Systems engineering; Construction engineering; Business; Geography; Marketing; Ecology","score_opus":0.0065265158781431555,"score_gpt":0.21144287456768907,"score_spread":0.2049163586895459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401632540","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":[0.18203981,0.0015074662,0.5116395,0.0103233745,0.00014103098,0.00027091286,0.00024587702,0.00037625016,0.29345572],"genre_scores_gemma":[0.8419605,0.0012528751,0.122339696,0.0004282851,0.000018803774,0.00022092763,0.00012047511,0.00011313575,0.033545405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99881834,0.0006799371,0.000032098862,0.00014851012,0.00018196604,0.0001390505],"domain_scores_gemma":[0.9988937,0.00037627967,0.00008896331,0.00033155634,0.00016039776,0.00014918286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014044711,0.00038643015,0.00021914975,0.00046875078,0.0025642654,0.0055703525,0.0011611383,0.0010326526,0.0058505097],"category_scores_gemma":[0.0013721479,0.00041665335,0.00046790933,0.0008092526,0.0093348725,0.0041434015,0.003715732,0.0012986134,0.00060674036],"study_design_candidate":"qualitative","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":[0.000051962874,0.00005013742,0.0032524192,0.00018001125,0.000025117588,0.00020911782,0.012107186,0.03337969,0.0031187166,0.91284716,0.0029276796,0.031850677],"study_design_scores_gemma":[0.000063582986,0.00015593939,0.003339023,0.00043027548,0.00010447512,0.00034475527,0.026783418,0.061180178,0.007357037,0.3771206,0.52303743,0.000083239785],"about_ca_topic_score_codex":0.03065398,"about_ca_topic_score_gemma":0.088341504,"teacher_disagreement_score":0.03065398,"about_ca_system_score_codex":0.0065366575,"about_ca_system_score_gemma":0.005827381,"threshold_uncertainty_score":0.060951114},"labels":[],"label_agreement":null},{"id":"W4401633023","doi":"10.22215/etd/2024-16033","title":"Rendering Reality: Issues and Opportunities in Contemporary Image-Making","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Rendering (computer graphics); Architecture; 3D rendering; Real-time rendering; Computer science; Image-based modeling and rendering; Software rendering; Computer graphics (images); Tiled rendering; Aesthetics; Visual arts; Art; Graphics; 3D computer graphics","score_opus":0.07287638453197391,"score_gpt":0.309684422927407,"score_spread":0.23680803839543307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401633023","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":[0.0241775,0.116069116,0.11158123,0.11115402,0.0020900671,0.0000685587,0.000074729134,0.00021832887,0.63456655],"genre_scores_gemma":[0.84839815,0.0642231,0.034266382,0.0048535387,0.003083273,0.00017695509,0.00006543088,0.00048986194,0.04444328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9951988,0.0030174663,0.0001438256,0.00046799725,0.0008869153,0.00028506786],"domain_scores_gemma":[0.9945346,0.00408779,0.00020685144,0.0005414538,0.00042487055,0.00020433278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009130645,0.0006426331,0.00059842895,0.002247998,0.0066593383,0.02174206,0.0013158695,0.004120075,0.006495814],"category_scores_gemma":[0.0079401275,0.00048136213,0.0004870287,0.0025096543,0.05879221,0.022885542,0.00483582,0.0061697788,0.0012067695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050235612,0.000005135722,0.000045604607,0.000048727536,0.0000018298156,0.000030763447,0.011722726,0.00017224776,0.000051800147,0.9772849,0.0014698118,0.0091614295],"study_design_scores_gemma":[0.000007279408,0.000012548549,0.00019848424,0.00027025718,0.0000041236817,0.00015386341,0.012481124,0.0005633057,0.00020306406,0.8136974,0.1723903,0.000018420862],"about_ca_topic_score_codex":0.0039088596,"about_ca_topic_score_gemma":0.004194764,"teacher_disagreement_score":0.02174206,"about_ca_system_score_codex":0.0060649016,"about_ca_system_score_gemma":0.0029490313,"threshold_uncertainty_score":0.048288047},"labels":[],"label_agreement":null},{"id":"W4401821763","doi":"10.1049/pbpo251e_ch11","title":"Realizing clean energy for every earthling","year":2024,"lang":"en","type":"book-chapter","venue":"Institution of Engineering and Technology eBooks","topic":"Architecture and Computational Design","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":"University of Windsor","funders":"","keywords":"Clean energy; Energy (signal processing); Environmental science; Environmental protection; Physics","score_opus":0.007993802077680181,"score_gpt":0.18129940036621253,"score_spread":0.17330559828853234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401821763","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":[0.0014242087,0.009344408,0.009349952,0.008928664,0.0018916202,0.000025752886,0.00008450724,0.00026894588,0.96868193],"genre_scores_gemma":[0.016413886,0.009499695,0.0093551865,0.0028951443,0.00028543902,0.000036079342,0.00012052717,0.0002245598,0.96116954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999723,0.000038316182,0.0000054643924,0.000031162843,0.00016271236,0.000039287945],"domain_scores_gemma":[0.99987495,0.000031496078,0.0000051148418,0.000020600472,0.000040901585,0.00002695529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027257582,0.0005010692,0.00017568358,0.00047036013,0.001214866,0.0035681077,0.00041026302,0.0013616587,0.03744911],"category_scores_gemma":[0.00051372236,0.00024370012,0.00024972108,0.0004318795,0.0011455542,0.0038698502,0.0017268059,0.0020246385,0.013808806],"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":[0.0000102125305,0.000022256492,0.0001259665,0.00015792344,0.0000041851945,0.00005159632,0.0006437726,0.0008471105,0.0015741496,0.48786452,0.40409765,0.104600675],"study_design_scores_gemma":[7.4900606e-7,0.0000043960404,0.000055219614,0.00008120651,0.0000011813337,0.00005372078,0.00018815901,0.00024084387,0.00031253116,0.030032272,0.96902645,0.0000032762325],"about_ca_topic_score_codex":0.0024914073,"about_ca_topic_score_gemma":0.010112534,"teacher_disagreement_score":0.03744911,"about_ca_system_score_codex":0.0015447563,"about_ca_system_score_gemma":0.0021379895,"threshold_uncertainty_score":0.12527978},"labels":[],"label_agreement":null},{"id":"W4401918108","doi":"10.54254/2753-7064/45/20240071","title":"Facade and Envelope Design in Architecture--The Evolution, Technological Innovation, and Visual Expression","year":2024,"lang":"en","type":"article","venue":"Communications in Humanities Research","topic":"Architecture and Computational Design","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":"University of Toronto","funders":"","keywords":"Facade; Architecture; Envelope (radar); Expression (computer science); Building envelope; Architectural engineering; Engineering; Computer science; Visual arts; Art; Civil engineering; Geography; Telecommunications","score_opus":0.13199963515665586,"score_gpt":0.37168057216366085,"score_spread":0.239680937007005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401918108","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21098162,0.020218523,0.0656782,0.012041784,0.0006212232,0.000047926937,0.000056041885,0.00020131403,0.6901533],"genre_scores_gemma":[0.96316516,0.002839454,0.0073955692,0.00030529266,0.00007579836,0.000025940395,0.00001864145,0.000087036526,0.026087178],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981766,0.0011559784,0.000036148864,0.00012938937,0.00032773043,0.00017416774],"domain_scores_gemma":[0.99912816,0.00049710955,0.00007263946,0.00015685454,0.00007674854,0.00006849593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014303153,0.00043336538,0.00021823123,0.0011235747,0.0035698342,0.010316369,0.00069925457,0.0012947669,0.004528301],"category_scores_gemma":[0.0025236583,0.00024727246,0.0003176408,0.0013637156,0.022683414,0.0055832365,0.0032100817,0.0014966961,0.00048524205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001887341,0.000009680535,0.0008688379,0.00008482977,0.000006205595,0.00017905603,0.0383827,0.0012176994,0.00080828153,0.9174413,0.0022240963,0.038758434],"study_design_scores_gemma":[0.00001346276,0.000065489316,0.005123595,0.0004550733,0.000018968305,0.001353247,0.05370248,0.0022827096,0.0018529048,0.27623153,0.6588468,0.000053706615],"about_ca_topic_score_codex":0.006654287,"about_ca_topic_score_gemma":0.009727166,"teacher_disagreement_score":0.010316369,"about_ca_system_score_codex":0.0045174886,"about_ca_system_score_gemma":0.0014213732,"threshold_uncertainty_score":0.032776892},"labels":[],"label_agreement":null},{"id":"W4402034697","doi":"10.32920/26883655.v1","title":"Ripple: A Wearable Environment : Exploring Subspace Through an Experimental, Large Scale Textile Installation","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Sheridan College; Toronto Metropolitan University","funders":"","keywords":"Textile; Wearable computer; Scale (ratio); Subspace topology; Ripple; Wearable technology; Computer science; Engineering; Artificial intelligence; Geography; Cartography; Embedded system; Electrical engineering; Archaeology","score_opus":0.0343282930603815,"score_gpt":0.24692781497778243,"score_spread":0.21259952191740095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402034697","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":[0.8415381,0.00030514112,0.06356554,0.0010847248,0.0002986104,0.0012504356,0.0011275534,0.0017979889,0.089031845],"genre_scores_gemma":[0.88488483,0.00035815197,0.08193234,0.00039000408,0.00005720387,0.0013193226,0.00070024945,0.00059894624,0.029758962],"study_design_codex":"design_other","study_design_gemma":"design_other","domain_scores_codex":[0.99870455,0.00068444014,0.000045347468,0.0001875237,0.00024889453,0.0001292242],"domain_scores_gemma":[0.9985668,0.00062799,0.000057971225,0.00039694807,0.00016034266,0.00018999263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019591528,0.00064785813,0.00036161178,0.0004852104,0.0015299945,0.0017879077,0.0012302586,0.00088429917,0.012848462],"category_scores_gemma":[0.0030279125,0.00031694595,0.00045142527,0.0004814014,0.0025179547,0.0021604544,0.003162921,0.0012280839,0.0022105996],"study_design_candidate":"design_other","study_design_consensus":"design_other","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030894931,0.011206813,0.013357391,0.0043949788,0.00013796469,0.0068482733,0.17147908,0.00761076,0.25699547,0.045405716,0.055334646,0.4241395],"study_design_scores_gemma":[0.0010224379,0.020368394,0.072227016,0.0014316717,0.00025875922,0.0051100696,0.192861,0.017845085,0.11564406,0.031592593,0.5408383,0.0008006532],"about_ca_topic_score_codex":0.00071312056,"about_ca_topic_score_gemma":0.0024680393,"teacher_disagreement_score":0.012848462,"about_ca_system_score_codex":0.00042654786,"about_ca_system_score_gemma":0.00046590314,"threshold_uncertainty_score":0.0429824},"labels":[],"label_agreement":null},{"id":"W4402035609","doi":"10.32920/26882497.v1","title":"Immersive Architecture: A Gateway to Better Visual Communication","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Gateway (web page); Architecture; Computer science; Human–computer interaction; Computer network; Computer architecture; Multimedia; World Wide Web; Art; Visual arts","score_opus":0.0070930842402262976,"score_gpt":0.23895297908064367,"score_spread":0.23185989484041736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402035609","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":[0.097465456,0.007985235,0.4161726,0.023221284,0.0005099146,0.000117770935,0.000105996616,0.00071837514,0.45370337],"genre_scores_gemma":[0.89135104,0.0033400264,0.08686801,0.001185623,0.00018336276,0.00009789089,0.000069572365,0.00022352253,0.01668096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956898,0.002646928,0.00012515787,0.0003236632,0.0009849707,0.00022957879],"domain_scores_gemma":[0.995689,0.0023404693,0.00031376712,0.00093097653,0.0004619764,0.00026386007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003766376,0.00056702265,0.00035965093,0.0013318456,0.0014515048,0.009821083,0.0010971987,0.0021743278,0.01266055],"category_scores_gemma":[0.0068091988,0.0005043506,0.00047729348,0.0006234513,0.010068548,0.012085022,0.009685156,0.002435779,0.0010919897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037176433,0.000059936556,0.0010325217,0.0004078563,0.00003085999,0.000434717,0.07390311,0.0016781423,0.004417671,0.816308,0.0030211231,0.09866883],"study_design_scores_gemma":[0.00003857431,0.00019823149,0.0028000427,0.00080648845,0.000037738926,0.0017691845,0.034625657,0.00415517,0.0028082768,0.5575039,0.395186,0.00007077257],"about_ca_topic_score_codex":0.0014265208,"about_ca_topic_score_gemma":0.0011865433,"teacher_disagreement_score":0.01266055,"about_ca_system_score_codex":0.0010937481,"about_ca_system_score_gemma":0.0014741094,"threshold_uncertainty_score":0.04235381},"labels":[],"label_agreement":null},{"id":"W4402035610","doi":"10.32920/26882497","title":"Immersive Architecture: A Gateway to Better Visual Communication","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","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":"Toronto Metropolitan University","funders":"","keywords":"Gateway (web page); Architecture; Computer science; Human–computer interaction; Computer architecture; Computer network; Multimedia; World Wide Web; Art; Visual arts","score_opus":0.0070930842402262976,"score_gpt":0.23895297908064367,"score_spread":0.23185989484041736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402035610","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":[0.097465456,0.007985235,0.4161726,0.023221284,0.0005099146,0.000117770935,0.000105996616,0.00071837514,0.45370337],"genre_scores_gemma":[0.89135104,0.0033400264,0.08686801,0.001185623,0.00018336276,0.00009789089,0.000069572365,0.00022352253,0.01668096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956898,0.002646928,0.00012515787,0.0003236632,0.0009849707,0.00022957879],"domain_scores_gemma":[0.995689,0.0023404693,0.00031376712,0.00093097653,0.0004619764,0.00026386007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003766376,0.00056702265,0.00035965093,0.0013318456,0.0014515048,0.009821083,0.0010971987,0.0021743278,0.01266055],"category_scores_gemma":[0.0068091988,0.0005043506,0.00047729348,0.0006234513,0.010068548,0.012085022,0.009685156,0.002435779,0.0010919897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037176433,0.000059936556,0.0010325217,0.0004078563,0.00003085999,0.000434717,0.07390311,0.0016781423,0.004417671,0.816308,0.0030211231,0.09866883],"study_design_scores_gemma":[0.00003857431,0.00019823149,0.0028000427,0.00080648845,0.000037738926,0.0017691845,0.034625657,0.00415517,0.0028082768,0.5575039,0.395186,0.00007077257],"about_ca_topic_score_codex":0.0014265208,"about_ca_topic_score_gemma":0.0011865433,"teacher_disagreement_score":0.01266055,"about_ca_system_score_codex":0.0010937481,"about_ca_system_score_gemma":0.0014741094,"threshold_uncertainty_score":0.04235381},"labels":[],"label_agreement":null},{"id":"W4402168425","doi":"10.32920/26862412.v1","title":"Digital Endemicity: Localized Characteristics for Architectural Fabrication","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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":"Fabrication; Computer science; Architectural engineering; Engineering; Medicine","score_opus":0.01278163496143844,"score_gpt":0.23054134524292552,"score_spread":0.21775971028148708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402168425","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23989724,0.0009679987,0.44806018,0.0022586489,0.00010518338,0.00014865976,0.00008221759,0.00035301386,0.30812687],"genre_scores_gemma":[0.9461837,0.00029270182,0.041799143,0.000113835406,0.00002443884,0.00010034468,0.00003239597,0.0000836654,0.011369789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875665,0.00041398685,0.00006943287,0.00028244941,0.00033216085,0.00014535133],"domain_scores_gemma":[0.9974757,0.0010030296,0.00031646967,0.00083572895,0.00023548909,0.00013375093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011407395,0.0002945609,0.00037308576,0.0011897106,0.0028328395,0.0056346157,0.00073211634,0.0011374402,0.007058503],"category_scores_gemma":[0.00398734,0.00035100986,0.00069873594,0.0009782796,0.012662207,0.005936323,0.004985185,0.0015325432,0.0007076821],"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":[0.000010719197,0.0000073127167,0.00081466127,0.000047151025,0.0000043527853,0.00017349573,0.0020763413,0.0016064895,0.0011546192,0.98549557,0.00017947385,0.008429808],"study_design_scores_gemma":[0.0000322321,0.00009446367,0.0038415203,0.00014688658,0.000051426003,0.0014695545,0.007031824,0.009666556,0.005576885,0.8907101,0.0813231,0.000055435554],"about_ca_topic_score_codex":0.0012028521,"about_ca_topic_score_gemma":0.0023012124,"teacher_disagreement_score":0.007058503,"about_ca_system_score_codex":0.0024829782,"about_ca_system_score_gemma":0.0016353801,"threshold_uncertainty_score":0.023613036},"labels":[],"label_agreement":null},{"id":"W4402170951","doi":"10.32920/26862412","title":"Digital Endemicity: Localized Characteristics for Architectural Fabrication","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational 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":"Fabrication; Computer science; Architectural engineering; Engineering","score_opus":0.01278163496143844,"score_gpt":0.23054134524292552,"score_spread":0.21775971028148708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402170951","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":[0.23989724,0.0009679987,0.44806018,0.0022586489,0.00010518338,0.00014865976,0.00008221759,0.00035301386,0.30812687],"genre_scores_gemma":[0.9461837,0.00029270182,0.041799143,0.000113835406,0.00002443884,0.00010034468,0.00003239597,0.0000836654,0.011369789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99875665,0.00041398685,0.00006943287,0.00028244941,0.00033216085,0.00014535133],"domain_scores_gemma":[0.9974757,0.0010030296,0.00031646967,0.00083572895,0.00023548909,0.00013375093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011407395,0.0002945609,0.00037308576,0.0011897106,0.0028328395,0.0056346157,0.00073211634,0.0011374402,0.007058503],"category_scores_gemma":[0.00398734,0.00035100986,0.00069873594,0.0009782796,0.012662207,0.005936323,0.004985185,0.0015325432,0.0007076821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010719197,0.0000073127167,0.00081466127,0.000047151025,0.0000043527853,0.00017349573,0.0020763413,0.0016064895,0.0011546192,0.98549557,0.00017947385,0.008429808],"study_design_scores_gemma":[0.0000322321,0.00009446367,0.0038415203,0.00014688658,0.000051426003,0.0014695545,0.007031824,0.009666556,0.005576885,0.8907101,0.0813231,0.000055435554],"about_ca_topic_score_codex":0.0012028521,"about_ca_topic_score_gemma":0.0023012124,"teacher_disagreement_score":0.007058503,"about_ca_system_score_codex":0.0024829782,"about_ca_system_score_gemma":0.0016353801,"threshold_uncertainty_score":0.023613036},"labels":[],"label_agreement":null},{"id":"W4402215088","doi":"10.18432/ari29741","title":"The Capacity of Artmaking Assemblages to Enable Positive Transformations","year":2024,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Geography","score_opus":0.038473339285985585,"score_gpt":0.3380906188521906,"score_spread":0.29961727956620504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402215088","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":[0.17127442,0.002023697,0.12996382,0.007287005,0.00035952125,0.00027657874,0.00012608194,0.00067549304,0.68801343],"genre_scores_gemma":[0.96255696,0.00045685488,0.022870526,0.00021494603,0.00006572398,0.00024806717,0.000055541517,0.00020965448,0.013321686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9882599,0.0063567515,0.0004976403,0.001497536,0.0019966643,0.001391524],"domain_scores_gemma":[0.9866182,0.006227058,0.0012888116,0.00377265,0.00081466115,0.0012785667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010121708,0.000770328,0.00047157358,0.0028374607,0.009989567,0.0129753025,0.002305204,0.0023282254,0.018114103],"category_scores_gemma":[0.018073646,0.001040785,0.0010746261,0.0014106238,0.041821454,0.02045902,0.024908274,0.0027719645,0.0023452232],"study_design_candidate":"qualitative","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":[0.000054535554,0.000036632366,0.0022157673,0.0002635999,0.00002239262,0.00080852146,0.1659033,0.0011061295,0.0025037536,0.7962668,0.0015677753,0.029250722],"study_design_scores_gemma":[0.000061619256,0.000114478586,0.0034708695,0.00053117116,0.000049331567,0.0015209842,0.099129125,0.002232699,0.0027939747,0.6041194,0.2858926,0.000083664345],"about_ca_topic_score_codex":0.0019770872,"about_ca_topic_score_gemma":0.0024165646,"teacher_disagreement_score":0.018114103,"about_ca_system_score_codex":0.0026563345,"about_ca_system_score_gemma":0.0030295555,"threshold_uncertainty_score":0.06059766},"labels":[],"label_agreement":null},{"id":"W4402374657","doi":"10.1136/jnnp-2024-ehdn.168","title":"F050 Comparing the one touch stockings of cambridge and Zindametrix’s Tower-Z as components of the HD-CAB in SHIELD-HD","year":2024,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"Prioris.ai (Canada)","funders":"","keywords":"Tower; Shield; Computer science; Engineering; Geology; Structural engineering","score_opus":0.019266232702099678,"score_gpt":0.22081612476825668,"score_spread":0.201549892066157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402374657","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":[0.9966608,0.0003179447,0.0002492499,0.000090432164,0.000044341756,0.00005105925,0.0009636034,0.000012632267,0.0016099659],"genre_scores_gemma":[0.9958352,0.000080995094,0.0005596785,0.00006335119,0.000024322802,0.000050678576,0.0022714282,0.000008713151,0.0011057148],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945515,0.00015897996,0.000062602296,0.00012344118,0.00014072224,0.000059194965],"domain_scores_gemma":[0.9974195,0.000790688,0.0005929789,0.0001894875,0.0006595658,0.0003478229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023476947,0.0005203045,0.00044895455,0.00080871256,0.00044850347,0.0008326739,0.00060119526,0.0005936742,0.0041424925],"category_scores_gemma":[0.007860782,0.0001752145,0.00082759204,0.0004465356,0.00043540492,0.00083008735,0.0007851974,0.00047747704,0.0007050242],"study_design_candidate":"bench_or_experimental","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":[0.020421749,0.00061423203,0.93310446,0.00019590357,0.0007114722,0.00017663727,0.0017718095,0.00024499602,0.0014365356,0.0003505345,0.003827382,0.037144247],"study_design_scores_gemma":[0.00028646516,0.0017806978,0.99334717,0.000058386664,0.00025383473,0.00018656935,0.0007256622,0.0007818814,0.00040724775,0.0001809757,0.0019677812,0.000023422774],"about_ca_topic_score_codex":0.03004407,"about_ca_topic_score_gemma":0.033556916,"teacher_disagreement_score":0.03004407,"about_ca_system_score_codex":0.00070290995,"about_ca_system_score_gemma":0.0004761152,"threshold_uncertainty_score":0.059738398},"labels":[],"label_agreement":null},{"id":"W4403242760","doi":"10.11647/obp.0390.02","title":"Prolegomenon","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Architecture and Computational Design","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":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Realm; Architecture; Multimedia; Visual arts; Art","score_opus":0.012497544648847073,"score_gpt":0.20791699100873315,"score_spread":0.19541944635988606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403242760","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":[0.004232067,0.014754098,0.0071928394,0.020641588,0.004836762,0.00002738596,0.00016243767,0.00009994752,0.948053],"genre_scores_gemma":[0.34113696,0.025503453,0.0066746525,0.020982446,0.007606564,0.00021588316,0.00044942027,0.00042465448,0.59700596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884963,0.00038891603,0.000040586663,0.0003603146,0.00021905085,0.00014144322],"domain_scores_gemma":[0.9994899,0.00021806516,0.000042657215,0.00008286582,0.00009619756,0.00007037595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009693672,0.0007279536,0.00042639984,0.0012177959,0.0039321543,0.004798044,0.0007126765,0.0016862145,0.025745833],"category_scores_gemma":[0.0020644285,0.00020223373,0.00035774228,0.00085669494,0.011587314,0.0051562856,0.0031428642,0.0042553367,0.009641403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016432365,0.000010210028,0.00009560689,0.00003388684,0.0000024392755,0.00009377512,0.0015960018,0.00005815338,0.00007844985,0.966075,0.021524733,0.010415232],"study_design_scores_gemma":[0.0000071302293,0.000015482525,0.00013867828,0.0001363772,0.00000295087,0.0002695943,0.00072567945,0.00015602878,0.00014944746,0.24628471,0.75210583,0.000008056563],"about_ca_topic_score_codex":0.0026085067,"about_ca_topic_score_gemma":0.0021807079,"teacher_disagreement_score":0.025745833,"about_ca_system_score_codex":0.0037484486,"about_ca_system_score_gemma":0.0017387244,"threshold_uncertainty_score":0.08612841},"labels":[],"label_agreement":null},{"id":"W4403488262","doi":"10.1007/978-3-031-67125-8_3","title":"Precedents: Architects in Informal Settlements","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Informal settlements; Human settlement; Geography; Architectural engineering; Archaeology; Engineering; Economic growth; Economics","score_opus":0.007918545746656415,"score_gpt":0.20159420184314478,"score_spread":0.19367565609648837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403488262","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":[0.0030522556,0.00088665064,0.020641845,0.0031926075,0.00026994705,0.00003261291,0.00003055654,0.000047806152,0.97184575],"genre_scores_gemma":[0.3006511,0.0012935939,0.009626532,0.00093759294,0.0002591361,0.00014246831,0.00009856829,0.00020412277,0.68678683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799466,0.0010617919,0.000059950435,0.00022885708,0.00041751828,0.00023723049],"domain_scores_gemma":[0.9981799,0.0010590377,0.00006636463,0.00032280196,0.00024724912,0.00012464866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022842058,0.0005859849,0.00044677994,0.0011971359,0.0077960677,0.0098056765,0.0018503042,0.0036970603,0.043463208],"category_scores_gemma":[0.0061416943,0.0006984224,0.00038312792,0.0018191601,0.0137181645,0.010456971,0.0038156721,0.005349636,0.0057257684],"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":[9.229401e-7,0.0000019085485,0.000009113497,0.0000031967047,2.0702885e-7,0.000011241117,0.00069919415,0.000071033246,0.000006257048,0.9950864,0.002714885,0.0013956124],"study_design_scores_gemma":[0.0000053607764,0.00000481571,0.000059931815,0.00007702954,0.0000018077521,0.0000415477,0.0019489636,0.00050117885,0.000058893886,0.78166145,0.21563342,0.000005583381],"about_ca_topic_score_codex":0.012112601,"about_ca_topic_score_gemma":0.030823702,"teacher_disagreement_score":0.043463208,"about_ca_system_score_codex":0.006094419,"about_ca_system_score_gemma":0.004179919,"threshold_uncertainty_score":0.14539891},"labels":[],"label_agreement":null},{"id":"W4403785068","doi":"10.48550/arxiv.2409.17088","title":"Textoshop: Interactions Inspired by Drawing Software to Facilitate Text Editing","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Computer science; Software; World Wide Web; Human–computer interaction; Programming language","score_opus":0.0589058872633262,"score_gpt":0.18587790945982804,"score_spread":0.12697202219650183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403785068","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024314832,0.00022660046,0.9298983,0.00039958907,0.0001640827,0.0002638615,0.00037510722,0.02035226,0.024005357],"genre_scores_gemma":[0.21587409,0.00040065317,0.7425256,0.0006191794,0.00009580243,0.0007154284,0.001307321,0.0068748193,0.03158711],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988809,0.00046418238,0.00006997961,0.0001922285,0.00028358772,0.00010895363],"domain_scores_gemma":[0.9966665,0.0020932253,0.00013693959,0.0006212796,0.00023529177,0.00024677115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138961,0.0012310891,0.00038930352,0.001035151,0.0006875569,0.0027309395,0.0025689173,0.0013194028,0.03276735],"category_scores_gemma":[0.006843671,0.00048489348,0.00089432625,0.00058727845,0.0012419139,0.0037160446,0.004122314,0.0013195303,0.0054526175],"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":[0.0010549874,0.00066155783,0.0027441778,0.002012657,0.00012678013,0.002122439,0.014650003,0.014403812,0.15385139,0.13019429,0.056467026,0.6217109],"study_design_scores_gemma":[0.00040829516,0.00065500743,0.003003412,0.00044595162,0.000115725656,0.0019297198,0.00210149,0.11253942,0.071117595,0.095303304,0.7120853,0.00029479017],"about_ca_topic_score_codex":0.0007097874,"about_ca_topic_score_gemma":0.0012805235,"teacher_disagreement_score":0.03276735,"about_ca_system_score_codex":0.0004149325,"about_ca_system_score_gemma":0.000502067,"threshold_uncertainty_score":0.10961771},"labels":[],"label_agreement":null},{"id":"W4403879077","doi":"10.18280/ijdne.190507","title":"Natural Design Procedures for Enhancing Energy Efficiency in Buildings","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Jordan","keywords":"Architectural engineering; Natural (archaeology); Engineering; Efficient energy use; Computer science; Civil engineering; Environmental science; Geography; Electrical engineering","score_opus":0.005279188681440589,"score_gpt":0.23372413921632323,"score_spread":0.22844495053488265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403879077","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":[0.008799924,0.00088937546,0.93989164,0.000434184,0.0001609644,0.00045608424,0.000117998345,0.00028990922,0.048959948],"genre_scores_gemma":[0.12759677,0.0013658924,0.8493201,0.0002620494,0.00008123426,0.0011930983,0.00018096928,0.000216843,0.019783068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801695,0.0008608297,0.00017085171,0.0002363438,0.0006477768,0.00006721975],"domain_scores_gemma":[0.9990646,0.00037092427,0.00010701442,0.00019922198,0.00023605819,0.000022120075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021627056,0.00089437235,0.00035845852,0.0011396115,0.0012046896,0.002256246,0.0010682325,0.0008385545,0.012713187],"category_scores_gemma":[0.0043389383,0.00036819087,0.000941311,0.0010938528,0.0028010616,0.0017807506,0.001673753,0.0011188361,0.0024132542],"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":[0.000068086476,0.00009679873,0.0006829194,0.0010154936,0.00002528225,0.00019582208,0.0016681546,0.042487517,0.017128075,0.7012095,0.0042991717,0.23112325],"study_design_scores_gemma":[0.000056922814,0.00049541035,0.0012715184,0.000761778,0.000078089644,0.0006504473,0.0018842609,0.085497856,0.024989007,0.44743797,0.4367769,0.00009986921],"about_ca_topic_score_codex":0.001016182,"about_ca_topic_score_gemma":0.0024053599,"teacher_disagreement_score":0.012713187,"about_ca_system_score_codex":0.0011187968,"about_ca_system_score_gemma":0.0015975222,"threshold_uncertainty_score":0.04252988},"labels":[],"label_agreement":null},{"id":"W4404223187","doi":"10.54254/2755-2721/98/20241127","title":"Innovative Applications of Parametric Design and Digital Tools in Architecture: Exploring the Integration of Generative Design and BIM Technology","year":2024,"lang":"en","type":"article","venue":"Applied and Computational Engineering","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"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":"Generative Design; Architecture; Systems engineering; Computer architecture; Generative grammar; Computer science; Design technology; Parametric design; Parametric statistics; Engineering; Human–computer interaction; Software engineering; Artificial intelligence; Geography","score_opus":0.02434388050290527,"score_gpt":0.21771192955516677,"score_spread":0.19336804905226151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404223187","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":[0.032344006,0.006341315,0.7637636,0.005405182,0.00020726661,0.00008038098,0.000041870906,0.00018285512,0.19163352],"genre_scores_gemma":[0.65073335,0.008495867,0.32913536,0.0006813823,0.00018429679,0.00018302538,0.0000542228,0.00013560338,0.010396913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970149,0.0018507122,0.00007049863,0.00016466109,0.0007628526,0.00013652381],"domain_scores_gemma":[0.996838,0.0022295553,0.00012062221,0.00054761855,0.00018058906,0.00008361769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036189624,0.0006725941,0.0003874512,0.002466217,0.0012708756,0.005529894,0.0013362112,0.0016411876,0.003560832],"category_scores_gemma":[0.004175216,0.0005338027,0.00072520407,0.0018870843,0.012073181,0.00512229,0.0046868715,0.0016459753,0.00057638565],"study_design_candidate":"bench_or_experimental","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":[0.000010725771,0.000028162032,0.0007060936,0.00015454784,0.00001548183,0.00014480896,0.0022674573,0.015110198,0.0012842793,0.93123925,0.00061039365,0.048428632],"study_design_scores_gemma":[0.000015502215,0.00008162306,0.0010391816,0.0003880669,0.000022877775,0.000659005,0.0029126022,0.03929574,0.002568756,0.80274606,0.1502145,0.00005605218],"about_ca_topic_score_codex":0.0011904088,"about_ca_topic_score_gemma":0.0021618663,"teacher_disagreement_score":0.005529894,"about_ca_system_score_codex":0.0020140086,"about_ca_system_score_gemma":0.0014666155,"threshold_uncertainty_score":0.019139111},"labels":[],"label_agreement":null},{"id":"W4404317604","doi":"10.1109/visap64569.2024.00008","title":"Design Process of ‘Shredded Lives’: An Illustrated Exploration","year":2024,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Process (computing); Computer science; Programming language","score_opus":0.03061867744843478,"score_gpt":0.253808655213758,"score_spread":0.22318997776532323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404317604","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":[0.4139312,0.0017685468,0.43567058,0.017617846,0.0005158981,0.0012848396,0.00034946535,0.0008490445,0.12801258],"genre_scores_gemma":[0.87033165,0.0006399561,0.10654341,0.0009824949,0.000040258747,0.0009464055,0.0001257952,0.00043641467,0.01995366],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97832084,0.018880134,0.00032576124,0.0008013423,0.0010399387,0.00063203514],"domain_scores_gemma":[0.98831695,0.008628815,0.00034179067,0.0014384636,0.0007141442,0.0005598843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014663667,0.00090055517,0.00046601865,0.0016485418,0.0069350875,0.007846964,0.0021280744,0.0024014853,0.004676133],"category_scores_gemma":[0.018913116,0.00083790516,0.0008802246,0.0013100043,0.022023138,0.008837292,0.0096185375,0.0038398688,0.0008993599],"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":[0.000051729727,0.000060214705,0.00065016473,0.0001459813,0.000010123722,0.001015585,0.87798256,0.00065574853,0.0016707504,0.100434594,0.0029699837,0.014352606],"study_design_scores_gemma":[0.00003981615,0.00019746103,0.0010480944,0.0007681501,0.0000219798,0.0024802429,0.6424185,0.0038079275,0.0034606168,0.06574739,0.2799291,0.00008071545],"about_ca_topic_score_codex":0.0021718007,"about_ca_topic_score_gemma":0.002636694,"teacher_disagreement_score":0.014663667,"about_ca_system_score_codex":0.0038474386,"about_ca_system_score_gemma":0.0032373182,"threshold_uncertainty_score":0.077549815},"labels":[],"label_agreement":null},{"id":"W4404320576","doi":"10.1386/9781789389807_3","title":"Architecture and Complexity, New Heterogeneous Spaces, and Old ‘New Media’","year":2024,"lang":"en","type":"book-chapter","venue":"Mediated cities series.","topic":"Architecture and Computational 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 science; Computer architecture; Geography; Archaeology","score_opus":0.02059096356918029,"score_gpt":0.18865720587594506,"score_spread":0.16806624230676476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404320576","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":[0.06351576,0.05041384,0.015690975,0.061861735,0.001407033,0.000036290432,0.00018767094,0.00020947451,0.8066773],"genre_scores_gemma":[0.90279454,0.014171126,0.005120457,0.0023953742,0.0008114669,0.000050107432,0.00011256619,0.00014131611,0.07440302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982919,0.00053415727,0.000041666855,0.0002541018,0.00051890186,0.00035931496],"domain_scores_gemma":[0.9983175,0.0005903237,0.00013024635,0.00032056478,0.000255665,0.00038581408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001861745,0.0006456059,0.0003733001,0.0028639284,0.008590398,0.020588746,0.0010197404,0.0016501845,0.0090416],"category_scores_gemma":[0.0023545409,0.00038900378,0.00031572755,0.0030551953,0.05796205,0.013949885,0.0061839954,0.0028876062,0.0006464925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015507854,0.0000053628783,0.00051282847,0.000050714967,0.0000060075536,0.0001210521,0.022816123,0.0002597581,0.00017050402,0.9471662,0.010432926,0.018443061],"study_design_scores_gemma":[0.000008544433,0.000010671856,0.0023735117,0.0002149319,0.000008453621,0.00028847405,0.025243884,0.00040787068,0.00019981958,0.23825122,0.73295814,0.000034397828],"about_ca_topic_score_codex":0.16960609,"about_ca_topic_score_gemma":0.29614428,"teacher_disagreement_score":0.16960609,"about_ca_system_score_codex":0.021681767,"about_ca_system_score_gemma":0.008189912,"threshold_uncertainty_score":0.33723772},"labels":[],"label_agreement":null},{"id":"W4404366523","doi":"10.54254/2753-8818/48/20240203","title":"Sustainable architectural practices: Integrating green design, smart technologies, and ultra-low energy concepts","year":2024,"lang":"en","type":"article","venue":"Theoretical and Natural Science","topic":"Architecture and Computational Design","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":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Sustainable design; Sustainable energy; Systems engineering; Architectural design; Efficient energy use; Computer science; Engineering; Sustainability; Renewable energy; Architecture; Electrical engineering; Geography","score_opus":0.005232547038929344,"score_gpt":0.23887361587195374,"score_spread":0.2336410688330244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404366523","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":[0.19510539,0.010356952,0.54366934,0.01336904,0.00028426363,0.00013825658,0.000050833096,0.00016445313,0.23686153],"genre_scores_gemma":[0.88751715,0.0049702246,0.10025017,0.0004289579,0.00004549081,0.00008777001,0.000028544171,0.000045470995,0.0066262516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797696,0.0011219843,0.00005588743,0.00012780432,0.0005773475,0.00014004041],"domain_scores_gemma":[0.9993019,0.00022765431,0.00012373172,0.00018492127,0.0001045447,0.000057121455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014289988,0.0006162974,0.00025702213,0.0011961369,0.001905129,0.0046261353,0.00094888476,0.00114868,0.0017445459],"category_scores_gemma":[0.0013420345,0.0003200678,0.00036415778,0.0012667128,0.007555006,0.0044486076,0.0039226464,0.0013292453,0.0002218464],"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":[0.000006185594,0.00005376544,0.002084128,0.00017977653,0.00003177387,0.00014742644,0.0042286627,0.011549684,0.0014007488,0.93463814,0.0007265558,0.04495312],"study_design_scores_gemma":[0.0000074623226,0.00008232989,0.0022668247,0.00036395816,0.000030807827,0.00035241284,0.009604625,0.014570843,0.0022766031,0.8322749,0.13813561,0.000033565677],"about_ca_topic_score_codex":0.0027402395,"about_ca_topic_score_gemma":0.008199043,"teacher_disagreement_score":0.0046261353,"about_ca_system_score_codex":0.0028148205,"about_ca_system_score_gemma":0.0026003688,"threshold_uncertainty_score":0.020422995},"labels":[],"label_agreement":null},{"id":"W4404689551","doi":"10.1109/beliv64461.2024.00013","title":"Complexity as Design Material Position Paper","year":2024,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","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":"Ontario College of Art and Design","funders":"","keywords":"Position paper; Computer science; Position (finance); World Wide Web; Business","score_opus":0.01866383481640607,"score_gpt":0.22519027455816992,"score_spread":0.20652643974176385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404689551","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":[0.005650953,0.0041888743,0.3589688,0.042257942,0.0069478247,0.00040159744,0.00044397707,0.001173619,0.5799664],"genre_scores_gemma":[0.21961497,0.008428228,0.2744697,0.008071162,0.0033735796,0.0016415428,0.0010188051,0.0026322068,0.4807498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953076,0.0018569422,0.0001981957,0.00055142667,0.001843097,0.0002427606],"domain_scores_gemma":[0.9920697,0.0030209157,0.00032811327,0.0019778355,0.0019437036,0.00065978203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041263564,0.000992027,0.00036340294,0.0013775108,0.0031399406,0.011326995,0.0020261875,0.002318575,0.06595774],"category_scores_gemma":[0.015823128,0.00058851956,0.0006771216,0.0012898484,0.005454867,0.008334966,0.003895237,0.003030692,0.011062151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013370401,0.000014896156,0.00009467449,0.00014846257,0.000004745531,0.00005395033,0.0011381598,0.0010109795,0.00051193725,0.91532606,0.046153285,0.03552952],"study_design_scores_gemma":[0.000008563436,0.000028225413,0.00006323602,0.00018664109,0.000006489716,0.00010591402,0.0004172055,0.0013443286,0.0007763223,0.21576627,0.7812838,0.000012993235],"about_ca_topic_score_codex":0.0015491901,"about_ca_topic_score_gemma":0.0016506903,"teacher_disagreement_score":0.06595774,"about_ca_system_score_codex":0.0050230585,"about_ca_system_score_gemma":0.0036112624,"threshold_uncertainty_score":0.22065061},"labels":[],"label_agreement":null},{"id":"W4404772513","doi":"10.18280/ijsdp.191116","title":"The Impact of Using Advanced Technologies in Sustainable Design to Enhance Usability and Achieve Optimal Architectural Design","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Computational Design","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Computer science; Sustainable design; Architectural design; Web usability; Systems engineering; Computer-aided technologies; Usability engineering; Architectural engineering; Engineering; Human–computer interaction; Sustainability; Architecture","score_opus":0.012861957985110983,"score_gpt":0.290998992448867,"score_spread":0.27813703446375604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404772513","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7048855,0.0028133462,0.093445085,0.0051158555,0.00020716785,0.00012401362,0.00006812334,0.00022413005,0.19311683],"genre_scores_gemma":[0.9785436,0.000631752,0.017233595,0.00010061953,0.000026449348,0.000023384891,0.000010739199,0.000036510402,0.0033932389],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783915,0.001233297,0.000057648413,0.000099281,0.00060883374,0.00016182136],"domain_scores_gemma":[0.99130005,0.005728871,0.00035537648,0.0006554567,0.0016282654,0.00033194432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024714025,0.00048244142,0.00016739509,0.00087596005,0.0007823678,0.0032564774,0.00047882894,0.0010174788,0.0058626086],"category_scores_gemma":[0.009734394,0.00026347986,0.00033412597,0.0006292621,0.001734468,0.005115234,0.0013284518,0.0008014789,0.00060136605],"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":[0.00059958594,0.0010681101,0.023651414,0.0012013387,0.00013188407,0.0005729342,0.0050977953,0.10357558,0.0408668,0.29975632,0.005135216,0.51834303],"study_design_scores_gemma":[0.00016637334,0.0035952958,0.05834676,0.00094947725,0.0005383617,0.0011288894,0.021242578,0.27336282,0.06517904,0.47156656,0.10369055,0.0002332337],"about_ca_topic_score_codex":0.0024676062,"about_ca_topic_score_gemma":0.0036868122,"teacher_disagreement_score":0.0058626086,"about_ca_system_score_codex":0.0010957317,"about_ca_system_score_gemma":0.0013233911,"threshold_uncertainty_score":0.019612432},"labels":[],"label_agreement":null},{"id":"W4405109890","doi":"10.46474/jds.1527088","title":"Systems Thinking as a Methodological Approach to Study Infrastructure Space in Architectural Design Education","year":2024,"lang":"en","type":"article","venue":"Journal of Design Studio","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Centre for Applied Research in Cancer Control","keywords":"Design studio; Architecture; Space (punctuation); Conceptual framework; Sociology; Urban design; Acknowledgement; Architectural engineering; Built environment; Management science; Engineering ethics; Urban planning; Computer science; Engineering; Civil engineering; Social science; Geography","score_opus":0.060216762033053525,"score_gpt":0.3151169752691001,"score_spread":0.25490021323604656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405109890","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":[0.047491387,0.010841272,0.7792154,0.01469194,0.0009678144,0.00072790857,0.00015442756,0.00014677137,0.14576311],"genre_scores_gemma":[0.6861106,0.006500593,0.29216748,0.0017761991,0.0003344223,0.0016263903,0.00012557088,0.000113204784,0.011245469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9905861,0.007670081,0.00031538118,0.00053916837,0.0005962443,0.00029305086],"domain_scores_gemma":[0.99066836,0.0076470124,0.0004399683,0.00054365495,0.00041337975,0.0002877489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011235038,0.0010857307,0.00071785157,0.0052601234,0.0032250157,0.008174356,0.0018589594,0.0019132805,0.004009956],"category_scores_gemma":[0.0061356924,0.00047685506,0.0013268731,0.00455022,0.020057585,0.0066608274,0.0055282633,0.0045845928,0.000591756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009679923,0.000064253065,0.0011214145,0.00033508096,0.00002488307,0.00015450921,0.021402836,0.0021722245,0.00033254025,0.9594356,0.00071856333,0.014228411],"study_design_scores_gemma":[0.000026462596,0.0001230425,0.00070882204,0.00070146756,0.00003178614,0.00022998087,0.022782022,0.0055739568,0.00076869305,0.8893179,0.079707295,0.000028561824],"about_ca_topic_score_codex":0.001716287,"about_ca_topic_score_gemma":0.0031133355,"teacher_disagreement_score":0.011235038,"about_ca_system_score_codex":0.006319303,"about_ca_system_score_gemma":0.006137353,"threshold_uncertainty_score":0.059417307},"labels":[],"label_agreement":null},{"id":"W4405132954","doi":"","title":"Architecture et intelligence artificielle : quels enjeux ?","year":2024,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Architecture and Computational Design","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":"École de Technologie Supérieure","funders":"","keywords":"Computer science","score_opus":0.01299556895149043,"score_gpt":0.2273640331337264,"score_spread":0.21436846418223598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405132954","genre_codex":"commentary","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":[0.0051762634,0.26409408,0.047030743,0.42986733,0.013625597,0.000033034994,0.00016482935,0.00029641626,0.23971176],"genre_scores_gemma":[0.27921706,0.36134785,0.042343926,0.06797761,0.048623584,0.00030699623,0.00050963386,0.0007895862,0.19888377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99595416,0.0020475648,0.00014099419,0.000547359,0.000934378,0.00037554305],"domain_scores_gemma":[0.9905928,0.0061292364,0.00024533257,0.0008471335,0.0014885418,0.0006969234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007858867,0.0012742548,0.0015664584,0.0020278734,0.0027934574,0.01882721,0.0019874158,0.009049062,0.019964093],"category_scores_gemma":[0.0096399095,0.00048385462,0.00073614786,0.0028783055,0.018162688,0.031090623,0.0042545204,0.012444805,0.0055490253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029114939,0.00003128735,0.0001716911,0.00020312279,0.000013875826,0.00004712234,0.0009808968,0.00044894614,0.00014907737,0.898651,0.03854709,0.06072679],"study_design_scores_gemma":[0.000011488329,0.000016788237,0.00020301597,0.0003417673,0.0000071917293,0.000136364,0.0015949479,0.0011859923,0.0001331354,0.67751205,0.31882977,0.000027573553],"about_ca_topic_score_codex":0.006616643,"about_ca_topic_score_gemma":0.005425268,"teacher_disagreement_score":0.019964093,"about_ca_system_score_codex":0.00583843,"about_ca_system_score_gemma":0.003057898,"threshold_uncertainty_score":0.06678659},"labels":[],"label_agreement":null},{"id":"W4405472806","doi":"10.1353/rss.2024.a947342","title":"Propositions Through Twists and Turns","year":2024,"lang":"en","type":"article","venue":"Russell the Journal of Bertrand Russell Studies","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Epistemology; Computer science; Psychology; Philosophy","score_opus":0.017774350416748748,"score_gpt":0.2622640207136231,"score_spread":0.24448967029687435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405472806","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":[0.036728635,0.0023780835,0.16202463,0.00776557,0.00043355973,0.00004207713,0.0001265802,0.00036027838,0.79014057],"genre_scores_gemma":[0.9251329,0.0011297455,0.027580203,0.00054926844,0.00027820616,0.00007294014,0.00007137917,0.0002265096,0.04495878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772054,0.0012757637,0.00006610068,0.00032882456,0.00037420474,0.00023457981],"domain_scores_gemma":[0.9973302,0.00148149,0.0001439207,0.0005162544,0.00036642113,0.0001616452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023799401,0.00072463305,0.000615468,0.0019125829,0.0032052228,0.006746316,0.0009073811,0.002008575,0.01180878],"category_scores_gemma":[0.0067064515,0.0008423413,0.0005930858,0.0015817545,0.02020958,0.012596153,0.002620415,0.0038872636,0.0016620472],"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":[0.0000023736056,7.973332e-7,0.000007470916,0.0000020424814,8.097712e-7,0.0000055433684,0.00023640362,0.00007216019,0.000013627033,0.9989982,0.00022581792,0.0004346878],"study_design_scores_gemma":[0.000002620776,0.0000019762554,0.000012221408,0.0000052561013,0.0000020041598,0.000010326586,0.00012929676,0.00023465797,0.000037884227,0.99498427,0.00457682,0.0000026723237],"about_ca_topic_score_codex":0.0027136211,"about_ca_topic_score_gemma":0.0028388898,"teacher_disagreement_score":0.01180878,"about_ca_system_score_codex":0.0034997,"about_ca_system_score_gemma":0.0010372077,"threshold_uncertainty_score":0.03950429},"labels":[],"label_agreement":null},{"id":"W4406417128","doi":"10.1016/s0197-2510(06)70454-5","title":"10.1016/s0197-2510(06)70454-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0030764621842188228,"score_gpt":0.1406778173509328,"score_spread":0.13760135516671396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406417128","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":[0.00043537933,0.00037424144,0.0009766144,0.0003891916,0.0003008368,0.00008702457,0.0007931869,0.0009986399,0.9956449],"genre_scores_gemma":[0.0006692209,0.00017206087,0.00042047637,0.00014825206,0.00005253619,0.00004302465,0.0004505298,0.00017451294,0.9978694],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921095,0.00005425356,0.000064869746,0.00027168225,0.0002257396,0.00017242962],"domain_scores_gemma":[0.99765956,0.0005371611,0.00016851349,0.0003033373,0.00055718835,0.0007742651],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011891933,0.0024523688,0.0017466872,0.0028141618,0.0023840715,0.004761353,0.0030790912,0.005415572,0.9873324],"category_scores_gemma":[0.0018185239,0.0009041728,0.0013666155,0.0031209192,0.0018961339,0.0052327295,0.002938117,0.0026139389,0.9919674],"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":[0.00032018605,0.00018941813,0.00091826706,0.0005412193,0.00004176422,0.00022211944,0.00013035104,0.0005192119,0.00240162,0.009962576,0.33468795,0.6500653],"study_design_scores_gemma":[0.00003737875,0.00008874748,0.000499787,0.00025229878,0.000012257721,0.00023253892,0.00010850769,0.00026940383,0.0004175528,0.00077804667,0.99728227,0.00002108406],"about_ca_topic_score_codex":0.004105671,"about_ca_topic_score_gemma":0.0032874392,"teacher_disagreement_score":0.012667596,"about_ca_system_score_codex":0.0013839231,"about_ca_system_score_gemma":0.0016176384,"threshold_uncertainty_score":0.01806879},"labels":[],"label_agreement":null},{"id":"W4406428973","doi":"10.1016/0967-0653(95)91483-8","title":"10.1016/0967-0653(95)91483-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Development (topology); Mathematics","score_opus":0.003982421491660752,"score_gpt":0.1482170118471513,"score_spread":0.14423459035549055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406428973","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":[0.00049617887,0.00039561148,0.0007202525,0.00038181178,0.000315837,0.00012475361,0.0007571382,0.00092152104,0.9958871],"genre_scores_gemma":[0.0007499778,0.0002780722,0.00041363036,0.00028024885,0.00007090033,0.00007369558,0.0004813217,0.00020856618,0.9974437],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916124,0.00005628031,0.00008000236,0.0003229995,0.00019336907,0.00018610651],"domain_scores_gemma":[0.99727964,0.00070005987,0.00015343366,0.00034051054,0.0006803647,0.0008458447],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001284351,0.0033571352,0.0022490816,0.0031159043,0.0032596828,0.005190811,0.0037529224,0.006171717,0.9895336],"category_scores_gemma":[0.0018944192,0.0012706618,0.0016200877,0.0030303998,0.0030109773,0.006514714,0.0038075442,0.0031839754,0.99361986],"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":[0.00045889438,0.00025703263,0.001109441,0.0007433582,0.000055006676,0.00031891337,0.00015833288,0.0006205759,0.0028251936,0.0066076885,0.43749696,0.54934865],"study_design_scores_gemma":[0.00007028027,0.00014952956,0.000871211,0.00044089896,0.00002096704,0.00040352697,0.00020385084,0.00027132785,0.00044835,0.0009327785,0.9961521,0.000035157784],"about_ca_topic_score_codex":0.005521991,"about_ca_topic_score_gemma":0.004775739,"teacher_disagreement_score":0.010466397,"about_ca_system_score_codex":0.0014753395,"about_ca_system_score_gemma":0.001208213,"threshold_uncertainty_score":0.014929056},"labels":[],"label_agreement":null},{"id":"W4406491385","doi":"10.1016/0304-3908(78)90027-9","title":"10.1016/0304-3908(78)90027-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Aerospace engineering; Engineering; Aeronautics; Computer science; Architectural engineering","score_opus":0.002820511632333304,"score_gpt":0.1360694485552826,"score_spread":0.1332489369229493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406491385","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":[0.00056205766,0.00032132602,0.00076038274,0.00036938113,0.00029114835,0.00011277743,0.0007658786,0.001044889,0.99577206],"genre_scores_gemma":[0.0007970831,0.00020603949,0.00040675662,0.00025222206,0.000058556507,0.000066831424,0.00045505713,0.0002231201,0.9975344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991247,0.000052959007,0.00007591977,0.00034633893,0.00019155521,0.00020855818],"domain_scores_gemma":[0.9974349,0.000618336,0.00015260658,0.00036209042,0.0006078278,0.00082431396],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013474862,0.003719303,0.0021238178,0.002911921,0.0031859525,0.0042897556,0.0035603973,0.0061452524,0.9902008],"category_scores_gemma":[0.001899117,0.0012381013,0.0014765278,0.0032508932,0.002999264,0.0060545253,0.0035019654,0.0030071095,0.994234],"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":[0.0004328743,0.00030318176,0.001275467,0.00072538515,0.00005021444,0.0003861713,0.00020435808,0.0006539661,0.0033079863,0.008012561,0.4156196,0.56902814],"study_design_scores_gemma":[0.00006659985,0.00014299914,0.00089499296,0.0003768442,0.000017593362,0.00041902674,0.00021455743,0.00032702033,0.0005461203,0.00089729956,0.9960679,0.000029117415],"about_ca_topic_score_codex":0.006050171,"about_ca_topic_score_gemma":0.004684432,"teacher_disagreement_score":0.009799182,"about_ca_system_score_codex":0.0015946287,"about_ca_system_score_gemma":0.0013273851,"threshold_uncertainty_score":0.013977349},"labels":[],"label_agreement":null},{"id":"W4406673529","doi":"10.1016/b978-0-08-043003-4.50137-6","title":"10.1016/b978-0-08-043003-4.50137-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Composite number; Materials science; Composite material; Structural engineering; Engineering","score_opus":0.005567050989134074,"score_gpt":0.14872592406744217,"score_spread":0.1431588730783081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406673529","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":[0.00022194824,0.00037477937,0.0012862227,0.00029843935,0.00014545744,0.000043745484,0.00075433,0.001088459,0.9957866],"genre_scores_gemma":[0.0006496079,0.00023793131,0.00050172873,0.00011441988,0.000032733955,0.00003491983,0.00050722435,0.00030348092,0.997618],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948955,0.00003124149,0.000032738863,0.00017664165,0.00017345736,0.000096267555],"domain_scores_gemma":[0.9982126,0.00055682135,0.00012900519,0.00030038858,0.00036685096,0.0004343855],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010030675,0.0021080703,0.001449653,0.0019352501,0.0014447406,0.005129775,0.0028785535,0.0042667715,0.9794306],"category_scores_gemma":[0.0016877089,0.00084427913,0.0009294642,0.0022209964,0.0012986673,0.0051440164,0.0031434095,0.0022114485,0.99044764],"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":[0.00015001178,0.00011573014,0.00045121438,0.00045577445,0.000021052942,0.0001312076,0.000102645296,0.00046036922,0.0029178692,0.010262366,0.3388129,0.6461189],"study_design_scores_gemma":[0.00001642262,0.000043160606,0.00047868319,0.00023774336,0.00000828223,0.00018847662,0.00008023467,0.00015299048,0.00038662713,0.0014342964,0.9969592,0.000013834324],"about_ca_topic_score_codex":0.0032462243,"about_ca_topic_score_gemma":0.0030159298,"teacher_disagreement_score":0.020569384,"about_ca_system_score_codex":0.0010896609,"about_ca_system_score_gemma":0.00087853457,"threshold_uncertainty_score":0.02933973},"labels":[],"label_agreement":null},{"id":"W4407014205","doi":"10.21625/archive-sr.v9i1.1161","title":"The Head-Mounted Displays (HMDs): Towards a Playful Approach to Architectural Space","year":2025,"lang":"en","type":"article","venue":"ARCHive-SR","topic":"Architecture and Computational 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":"Space (punctuation); Head (geology); Computer graphics (images); Computer science; Human–computer interaction; Visual arts; Art; Aesthetics; Architectural engineering; Engineering; Geology; Operating system","score_opus":0.0071731025470493206,"score_gpt":0.2427623181240598,"score_spread":0.23558921557701049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407014205","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":[0.11614506,0.019152146,0.6630032,0.004237372,0.00055872375,0.0002670262,0.00032564902,0.0015286834,0.19478215],"genre_scores_gemma":[0.6255736,0.010403743,0.32830635,0.00073915167,0.00026937222,0.00023542278,0.00014557438,0.0002360572,0.034090754],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99921775,0.0004716975,0.00001520786,0.000051085,0.00019579202,0.000048373866],"domain_scores_gemma":[0.9993594,0.000423001,0.00003325917,0.00008035163,0.00006072413,0.000043190765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010192659,0.0004938935,0.0001220564,0.0007716601,0.0006313839,0.0031554936,0.0009347711,0.0006054718,0.0056418446],"category_scores_gemma":[0.0013190202,0.0002485619,0.00026947452,0.00054880866,0.0026609432,0.0020294327,0.0026374976,0.0006663926,0.0005819305],"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":[0.00023818808,0.00006809952,0.0030264463,0.0014820037,0.00005815003,0.00083232915,0.034321073,0.0044891047,0.05726711,0.3216275,0.017200593,0.5593894],"study_design_scores_gemma":[0.000031249307,0.00021140177,0.0064269225,0.00071797846,0.000053675954,0.0014416011,0.014547975,0.009134508,0.016018515,0.039688986,0.9116564,0.0000708374],"about_ca_topic_score_codex":0.0012433544,"about_ca_topic_score_gemma":0.0028253482,"teacher_disagreement_score":0.0056418446,"about_ca_system_score_codex":0.0005109388,"about_ca_system_score_gemma":0.00044813976,"threshold_uncertainty_score":0.01887387},"labels":[],"label_agreement":null},{"id":"W4407583444","doi":"10.2218/6jd3qv65","title":"Delineating Surfaces","year":2018,"lang":"en","type":"article","venue":"Drawing On Journal of Architectural Research by Design","topic":"Architecture and Computational Design","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":"McGill University","funders":"","keywords":"Materials science","score_opus":0.05836876929654035,"score_gpt":0.3326153213075006,"score_spread":0.27424655201096027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407583444","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":[0.04509586,0.0052665197,0.3264164,0.0042983308,0.0012062578,0.00033215096,0.0007366695,0.0014527155,0.6151951],"genre_scores_gemma":[0.55194694,0.0040841443,0.28017086,0.001014916,0.0003870326,0.00032617687,0.001572153,0.0019840575,0.15851375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979931,0.00059054315,0.00008331126,0.00044015038,0.0006268441,0.0002661063],"domain_scores_gemma":[0.99895084,0.00041396884,0.00007020015,0.0002399713,0.00022342136,0.00010152306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011043088,0.00091903773,0.00049324683,0.0016610302,0.0030687137,0.007786778,0.0014398681,0.0027407543,0.030903637],"category_scores_gemma":[0.0053652017,0.0004394961,0.0008319637,0.0012139919,0.0070961625,0.007892245,0.0060660313,0.0026688029,0.0075739576],"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":[0.0000496075,0.000011027889,0.0004666026,0.00018081012,0.0000057845054,0.0004200054,0.01014221,0.0014386694,0.0022213848,0.9119024,0.009560328,0.06360116],"study_design_scores_gemma":[0.000010975825,0.00004304678,0.00052921055,0.00030495657,0.00000930682,0.00067705533,0.0062580546,0.003143607,0.0017833813,0.29842004,0.6887877,0.000032725566],"about_ca_topic_score_codex":0.0026780523,"about_ca_topic_score_gemma":0.0028474622,"teacher_disagreement_score":0.030903637,"about_ca_system_score_codex":0.0019520732,"about_ca_system_score_gemma":0.0013968878,"threshold_uncertainty_score":0.103382945},"labels":[],"label_agreement":null},{"id":"W4407642678","doi":"10.1007/979-8-8688-1145-6_5","title":"Architecture","year":2025,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Architecture and Computational Design","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":"York University","funders":"","keywords":"Computer science","score_opus":0.0072559864717840475,"score_gpt":0.1800190856729544,"score_spread":0.17276309920117036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407642678","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":[0.0007370306,0.0039824806,0.02229724,0.0021586139,0.0005046806,0.000024385718,0.00014159012,0.0002398265,0.96991426],"genre_scores_gemma":[0.039519597,0.0064049717,0.020987568,0.0010725961,0.000300125,0.00009177245,0.00046246595,0.000337125,0.93082374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971443,0.000081878425,0.000011081959,0.00005709056,0.00010228645,0.000033264827],"domain_scores_gemma":[0.9998399,0.00003457915,0.0000068179593,0.00005003575,0.00004909474,0.00001956198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035723517,0.0006611733,0.00019353842,0.00075101934,0.001756599,0.00499842,0.0006450345,0.001150363,0.052323833],"category_scores_gemma":[0.00061194017,0.00026621198,0.00030126533,0.00089369895,0.0024541111,0.0031789504,0.0018492698,0.0016250459,0.018127156],"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":[0.0000026056814,0.000003989638,0.000038419217,0.000036250436,0.0000017498423,0.000019712366,0.00037280552,0.00030632503,0.00015665438,0.92978215,0.041905165,0.027374176],"study_design_scores_gemma":[9.053998e-7,0.0000023636874,0.000045724086,0.0000402532,0.00000108789,0.00004835366,0.00010630985,0.00022003117,0.000073514486,0.10579457,0.8936648,0.000002046795],"about_ca_topic_score_codex":0.0038237027,"about_ca_topic_score_gemma":0.008760361,"teacher_disagreement_score":0.9476762,"about_ca_system_score_codex":0.0027414046,"about_ca_system_score_gemma":0.0015786317,"threshold_uncertainty_score":0.17504066},"labels":[],"label_agreement":null},{"id":"W4407748519","doi":"10.1038/d41586-025-00519-z","title":"Cycles","year":2025,"lang":"en","type":"article","venue":"Nature","topic":"Architecture and Computational Design","field":"Engineering","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 Wood Council","funders":"","keywords":"Environmental science","score_opus":0.0022283034320254593,"score_gpt":0.2155740433500912,"score_spread":0.21334573991806574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407748519","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":[0.023065226,0.00081725884,0.10204759,0.0014126812,0.0009494592,0.00035406701,0.0021281517,0.0019150624,0.8673106],"genre_scores_gemma":[0.32823405,0.0012039252,0.031536326,0.0012322676,0.00049941,0.0006014513,0.004397697,0.0020800338,0.63021475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994406,0.000074087606,0.000021601185,0.0002018746,0.00016156731,0.0001003176],"domain_scores_gemma":[0.99909186,0.00014775872,0.000050538056,0.0003130801,0.00029058772,0.00010619424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029091706,0.00073700846,0.00045671215,0.0014996163,0.0019455318,0.0028799153,0.0010878018,0.0010232896,0.12882912],"category_scores_gemma":[0.0025115625,0.00043206583,0.0006307187,0.0010502111,0.0013746762,0.0035283642,0.0018579245,0.001295304,0.029492944],"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":[0.00003407909,0.000020828234,0.00022625153,0.000059108323,0.000008797816,0.00004506925,0.00013839411,0.0007667298,0.0011254727,0.9358654,0.024055762,0.03765414],"study_design_scores_gemma":[0.00001718571,0.000021369058,0.00017890305,0.000035398843,0.000010619917,0.00011115125,0.0001326092,0.0022798623,0.001617903,0.66469383,0.33088565,0.000015489879],"about_ca_topic_score_codex":0.0021989243,"about_ca_topic_score_gemma":0.002029314,"teacher_disagreement_score":0.12882912,"about_ca_system_score_codex":0.0009323495,"about_ca_system_score_gemma":0.0013072061,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4407872875","doi":"10.2139/ssrn.5131731","title":"&lt;span&gt;Volumetric Subdivision and the Architectures of Property&lt;/span&gt;","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Architecture and Computational Design","field":"Engineering","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":"Span (engineering); Subdivision; Life span; Mathematics; Structural engineering; Engineering; Gerontology; Medicine; Civil engineering","score_opus":0.003158404281262638,"score_gpt":0.18914515304215096,"score_spread":0.18598674876088833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872875","genre_codex":"methods","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":[0.05481457,0.00054851535,0.89614534,0.0005391006,0.00011927419,0.000029397299,0.00009284709,0.0003914901,0.04731938],"genre_scores_gemma":[0.7399858,0.0007224349,0.22958143,0.00023594715,0.00011184986,0.00007204723,0.0002341925,0.00030952116,0.028746745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998541,0.000031482807,0.0000066309753,0.00002579722,0.000057546044,0.000024411416],"domain_scores_gemma":[0.99972457,0.00007820621,0.000034043635,0.0000734959,0.0000615489,0.00002818153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031280602,0.00030294395,0.0002632614,0.0004846282,0.00034237307,0.0010348457,0.0006329646,0.00043276203,0.0069772527],"category_scores_gemma":[0.0014308909,0.00023380344,0.00024785477,0.00054946763,0.0012205109,0.0015366714,0.001101044,0.0009694476,0.0008979608],"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":[0.00005264189,0.000011992842,0.00029261078,0.000038898186,0.0000054414877,0.000036192978,0.00009222954,0.037602827,0.0065750964,0.8824541,0.0027160002,0.0701219],"study_design_scores_gemma":[0.000011394983,0.000041411888,0.0003889404,0.000029820556,0.000007382154,0.00012037137,0.000060694674,0.32582298,0.00538502,0.64909804,0.019019281,0.00001466752],"about_ca_topic_score_codex":0.0020070605,"about_ca_topic_score_gemma":0.0029102378,"teacher_disagreement_score":0.0069772527,"about_ca_system_score_codex":0.0005189837,"about_ca_system_score_gemma":0.00033763517,"threshold_uncertainty_score":0.023341238},"labels":[],"label_agreement":null},{"id":"W4408175543","doi":"10.18280/rcma.350101","title":"Development and Investigation of Hybrid Bio-Panels based on Sugarcane Bagasse and Coir Fiber","year":2025,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bagasse; Coir; Fiber; Pulp and paper industry; Agricultural engineering; Waste management; Environmental science; Materials science; Engineering; Composite material","score_opus":0.032108582901514866,"score_gpt":0.24492897668208297,"score_spread":0.2128203937805681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408175543","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":[0.99136984,0.00076874055,0.0052037667,0.00003991592,0.00003434342,0.00002849799,0.0001022329,0.00006650525,0.002386167],"genre_scores_gemma":[0.9879941,0.0005261422,0.007794517,0.000020805943,0.0000037446928,0.000022210017,0.00012210794,0.000018989807,0.0034974036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990857,0.0000049685846,0.0000029053447,0.000021775875,0.000042964693,0.000018882023],"domain_scores_gemma":[0.9999279,0.0000074386553,0.0000118412045,0.000008707707,0.000026415066,0.000017696053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015758781,0.0002671026,0.00018096321,0.0002572452,0.00021184637,0.00044247313,0.00025187316,0.00034481604,0.00070490496],"category_scores_gemma":[0.00011468627,0.00012364911,0.00023188886,0.00023161706,0.00015736018,0.00036703158,0.00018446206,0.00026993122,0.00019551598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019277024,0.000024241837,0.00024095971,0.000038162252,0.0000051037496,0.000067314686,0.00002142203,0.00086039584,0.9955766,0.00014983732,0.0000340146,0.002962817],"study_design_scores_gemma":[0.0000025779589,0.00012214204,0.0026168274,0.000005852567,0.000013684577,0.00006541734,0.000056959398,0.0038228228,0.9906131,0.000034669476,0.0026389556,0.000006939194],"about_ca_topic_score_codex":0.0015316651,"about_ca_topic_score_gemma":0.0039569084,"teacher_disagreement_score":0.0015316651,"about_ca_system_score_codex":0.00024013886,"about_ca_system_score_gemma":0.00024660054,"threshold_uncertainty_score":0.0030454993},"labels":[],"label_agreement":null},{"id":"W4408538076","doi":"10.2139/ssrn.5182059","title":"Optimization of Reinforced Concrete Beam Cross-Sections to Minimize Embodied Carbon","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Architecture and Computational Design","field":"Engineering","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 Toronto","funders":"","keywords":"Reinforced concrete; Beam (structure); Carbon fibers; Embodied cognition; Structural engineering; Materials science; Composite material; Computer science; Engineering; Artificial intelligence","score_opus":0.007109317420907452,"score_gpt":0.23873188994261982,"score_spread":0.23162257252171237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408538076","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":[0.5448844,0.00077967264,0.41970024,0.0006557611,0.00009313558,0.00012256776,0.00037802377,0.00036172732,0.03302444],"genre_scores_gemma":[0.956659,0.00017324703,0.036762748,0.000054528948,0.000010446987,0.00009251665,0.00010055488,0.00013578346,0.0060111354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998857,0.00003282501,0.0000026493885,0.00002380369,0.000024404413,0.00003067159],"domain_scores_gemma":[0.9995802,0.00024972713,0.00005311636,0.000019803814,0.00006204154,0.000034987246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050530554,0.0007743067,0.0006817039,0.0005547675,0.00031088546,0.00066570326,0.00055753137,0.0015145866,0.0044109593],"category_scores_gemma":[0.0013529834,0.0006464574,0.0003699938,0.0005278976,0.00062582165,0.000550746,0.00055779953,0.0005496777,0.00054465566],"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":[0.000014694989,0.000011174115,0.00015481318,0.000012586335,0.0000061333353,0.000016492346,0.0000059435333,0.99534,0.0013126187,0.0011211758,0.00010825062,0.0018961731],"study_design_scores_gemma":[0.000011607346,0.00003711203,0.00029415975,0.0000071207673,0.000006417721,0.000009086795,0.000014317557,0.9966793,0.0012041435,0.0014578528,0.00027454106,0.000004369616],"about_ca_topic_score_codex":0.0030509154,"about_ca_topic_score_gemma":0.00509042,"teacher_disagreement_score":0.0044109593,"about_ca_system_score_codex":0.0008856353,"about_ca_system_score_gemma":0.0010441825,"threshold_uncertainty_score":0.0147560835},"labels":[],"label_agreement":null},{"id":"W4408669996","doi":"10.5040/9798765104170.ad","title":"Appendix D Design Centers and International Exhibitions","year":2025,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational 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":"Exhibition; Library science; Art; Art history; Computer science","score_opus":0.0103846283120264,"score_gpt":0.21578016320871432,"score_spread":0.2053955348966879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408669996","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":[0.0006821056,0.00025031719,0.0038472612,0.001144508,0.00094086584,0.000937318,0.17062381,0.001983449,0.81959033],"genre_scores_gemma":[0.009875457,0.00063297735,0.009575482,0.001243905,0.00025317623,0.0021432564,0.1290104,0.0014674902,0.84579784],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981359,0.0003323323,0.00016782986,0.00018288469,0.0009642481,0.00021681859],"domain_scores_gemma":[0.98639315,0.0031760663,0.0004952177,0.001087432,0.008039297,0.00080881634],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019921542,0.00090094144,0.00050889497,0.004219611,0.0015595433,0.0037467584,0.0011549488,0.001277714,0.7957234],"category_scores_gemma":[0.016086934,0.0006348808,0.0004433598,0.005713912,0.00035790517,0.001985422,0.0011666401,0.0012363496,0.46533945],"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":[0.000021999796,0.0000184374,0.00015422305,0.000108752094,9.973468e-7,0.0000155071,0.00002938605,0.00011024589,0.000029703706,0.0027597626,0.98502755,0.011723489],"study_design_scores_gemma":[0.000016587783,0.0000075677767,0.00055556395,0.00006584521,0.0000015655074,0.00002309399,0.000075560034,0.0000592883,0.00006166101,0.0009272009,0.99820065,0.0000053130357],"about_ca_topic_score_codex":0.015921446,"about_ca_topic_score_gemma":0.017669227,"teacher_disagreement_score":0.20427662,"about_ca_system_score_codex":0.0035995322,"about_ca_system_score_gemma":0.00425663,"threshold_uncertainty_score":0.29137576},"labels":[],"label_agreement":null},{"id":"W4408792063","doi":"10.37308/dfi49.20241130205","title":"Thinking Bigger – 32-Storey Building on Helical Piles","year":2024,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Structural engineering; Engineering; Architectural engineering; Computer science; Construction engineering; Civil engineering","score_opus":0.007634767539446491,"score_gpt":0.22155693027585202,"score_spread":0.21392216273640552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408792063","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":[0.5047044,0.00062182965,0.25959766,0.004630279,0.0002800113,0.00022435281,0.0007721516,0.0007161316,0.22845313],"genre_scores_gemma":[0.88958937,0.00054917677,0.0775992,0.0001945719,0.000037255017,0.000050337534,0.00023099773,0.00011313251,0.03163606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998423,0.00003676993,0.0000054378283,0.000025619947,0.00004743019,0.00004238894],"domain_scores_gemma":[0.9998636,0.000028993863,0.00001553197,0.000032725267,0.000031100713,0.000028039602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022131382,0.00038225474,0.00015901255,0.00023372986,0.0009021642,0.0013176774,0.00053064886,0.00070383796,0.014692833],"category_scores_gemma":[0.0003791441,0.0002428748,0.0003161013,0.00028725556,0.0012070265,0.001358225,0.0009514295,0.000512636,0.0017609493],"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":[0.00060395914,0.0002026273,0.022796156,0.00096683565,0.000080648475,0.009593644,0.011643933,0.3179237,0.09992185,0.33218902,0.02416784,0.17990977],"study_design_scores_gemma":[0.000081510894,0.0006660754,0.04217119,0.00047738827,0.00009447876,0.0048129014,0.03935322,0.15021406,0.020248003,0.119534224,0.62214714,0.00019983212],"about_ca_topic_score_codex":0.020183424,"about_ca_topic_score_gemma":0.07306942,"teacher_disagreement_score":0.020183424,"about_ca_system_score_codex":0.0011195163,"about_ca_system_score_gemma":0.0006995695,"threshold_uncertainty_score":0.049152434},"labels":[],"label_agreement":null},{"id":"W4408840768","doi":"10.1021/acsmaterialslett.4c02591","title":"Sustainability Meets Functionality: Green Design Approaches to Cellulose-Based Materials","year":2025,"lang":"en","type":"article","venue":"ACS Materials Letters","topic":"Architecture and Computational Design","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Institute of Planning and Evaluation for Technology in Food, Agriculture and Forestry; Korea Advanced Institute of Science and Technology; Ministry of Oceans and Fisheries; National Research Foundation of Korea; Ministry of Land, Infrastructure and Transport","keywords":"Sustainability; Cellulose; Sustainable design; Computer science; Engineering; Architectural engineering; Chemical engineering; Ecology","score_opus":0.038435627697070936,"score_gpt":0.21160616990447859,"score_spread":0.17317054220740766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408840768","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":[0.029060854,0.024201622,0.86001694,0.0065820306,0.0007666935,0.00025775895,0.00042990773,0.0005901777,0.07809398],"genre_scores_gemma":[0.27683327,0.041401885,0.65945303,0.0020530636,0.00042554806,0.0013324192,0.00063159945,0.0005330076,0.017336162],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997726,0.00007582742,0.00001136242,0.000032477736,0.00007950519,0.000028235263],"domain_scores_gemma":[0.99987316,0.000052633804,0.00001538822,0.000020717383,0.000024624802,0.000013367744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006469961,0.001022506,0.00077827624,0.00069692073,0.00063016266,0.0017686556,0.0010800466,0.0013306697,0.004210543],"category_scores_gemma":[0.00071250537,0.00041771994,0.0008949703,0.00069509697,0.0011306265,0.001398274,0.0015552761,0.0017032933,0.0013220771],"study_design_candidate":"bench_or_experimental","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":[0.00003497985,0.000110601155,0.0004515138,0.00178597,0.00006199721,0.00031156294,0.00019450743,0.12801199,0.023516823,0.7675549,0.0051395143,0.072825685],"study_design_scores_gemma":[0.000057724024,0.00018824551,0.0002329104,0.00040495401,0.000051475294,0.0002704311,0.0002182128,0.23355597,0.008361115,0.6095036,0.14709376,0.00006151251],"about_ca_topic_score_codex":0.00067887333,"about_ca_topic_score_gemma":0.0015832621,"teacher_disagreement_score":0.004210543,"about_ca_system_score_codex":0.000892326,"about_ca_system_score_gemma":0.0011275708,"threshold_uncertainty_score":0.01408565},"labels":[],"label_agreement":null},{"id":"W4408878643","doi":"10.2139/ssrn.5193662","title":"Vertical Status in the Urban Space: The Value of Relative Positioning in High-Rise Buildings","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Architecture and Computational Design","field":"Engineering","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":"High rise; Value (mathematics); Space (punctuation); Geography; Geodesy; Architectural engineering; Statistics; Mathematics; Computer science; Engineering; Structural engineering","score_opus":0.003923774639368759,"score_gpt":0.21820004432062132,"score_spread":0.21427626968125255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408878643","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":[0.9330028,0.0015678732,0.020716583,0.0014700516,0.0001352573,0.000008843635,0.0004697299,0.000045195564,0.042583633],"genre_scores_gemma":[0.99800235,0.00021784945,0.0007957135,0.000010221987,0.000024763021,0.0000013596043,0.00005473787,0.0000068028594,0.0008862289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99959356,0.00014712603,0.000014360243,0.00008745173,0.000095597235,0.000061860046],"domain_scores_gemma":[0.99870825,0.00049093337,0.00023750924,0.0001601392,0.00027182206,0.00013132903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048257966,0.0003057381,0.0002807276,0.0008628026,0.00074772973,0.0034959954,0.000547232,0.00074084057,0.004704649],"category_scores_gemma":[0.0045445883,0.00023065071,0.00019148807,0.001946809,0.0015504896,0.0037035646,0.0013632209,0.000598913,0.0004698009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012481804,0.00013365549,0.19144697,0.00029967472,0.00012666453,0.00070402445,0.004319831,0.13940103,0.006554927,0.4146425,0.003419476,0.23770292],"study_design_scores_gemma":[0.00006788555,0.0011350068,0.29475018,0.00034871066,0.0002648235,0.0010537232,0.023878334,0.20840167,0.0060162195,0.4388438,0.025055334,0.00018430113],"about_ca_topic_score_codex":0.0068227625,"about_ca_topic_score_gemma":0.0073965834,"teacher_disagreement_score":0.0068227625,"about_ca_system_score_codex":0.00074727164,"about_ca_system_score_gemma":0.00037417354,"threshold_uncertainty_score":0.015738666},"labels":[],"label_agreement":null},{"id":"W4408886013","doi":"10.3366/soma.2025.0450","title":"McLuhan's Mid-Century Urbanism Now: Creating Sensory Environments with Machinic and Computational Technologies","year":2025,"lang":"en","type":"article","venue":"Somatechnics","topic":"Architecture and Computational Design","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":"University of Winnipeg","funders":"","keywords":"Urbanism; Aesthetics; Sociology; Art; Visual arts; Architecture","score_opus":0.003818401522037442,"score_gpt":0.19108264357053942,"score_spread":0.18726424204850198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408886013","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":[0.043253776,0.021767817,0.12807982,0.14256677,0.0020154705,0.0000697521,0.00007677123,0.0004668886,0.6617029],"genre_scores_gemma":[0.7657817,0.011442357,0.048094705,0.01392874,0.0005702358,0.00015776437,0.00004194384,0.00021323156,0.15976918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989951,0.00051925355,0.000018879335,0.000097267926,0.00027192195,0.00009758951],"domain_scores_gemma":[0.9994567,0.0002568576,0.00003849898,0.000089415546,0.00007254328,0.00008604112],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011665879,0.00046122496,0.0002024058,0.00071223965,0.0040550698,0.007207556,0.0008179998,0.0017441167,0.0034404658],"category_scores_gemma":[0.0014789829,0.00023277981,0.00027846708,0.00047306519,0.016387299,0.007487831,0.004515368,0.002355445,0.0007453251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011393885,0.000009584351,0.00012283646,0.000040297404,0.0000018828376,0.000049857128,0.007257941,0.0002696133,0.0003385729,0.9671956,0.008464625,0.016237827],"study_design_scores_gemma":[0.000006098163,0.000024042596,0.0002386761,0.00012045282,0.0000039836964,0.00017365979,0.0060853735,0.000982285,0.0009754916,0.38080028,0.6105674,0.000022256683],"about_ca_topic_score_codex":0.005166057,"about_ca_topic_score_gemma":0.012737996,"teacher_disagreement_score":0.9959449,"about_ca_system_score_codex":0.003884111,"about_ca_system_score_gemma":0.0021706047,"threshold_uncertainty_score":0.028181314},"labels":[],"label_agreement":null},{"id":"W4409037078","doi":"10.56330/alno1286","title":"Reducing embodied carbon in seismic design of new buildings","year":2025,"lang":"en","type":"article","venue":"The Structural Engineer","topic":"Architecture and Computational 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":"Seismic analysis; Engineering; Civil engineering; Architectural engineering; Structural engineering; Geology; Forensic engineering; Seismology","score_opus":0.00808380787508444,"score_gpt":0.2132834116554976,"score_spread":0.20519960378041316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409037078","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":[0.12890719,0.0010571837,0.7901753,0.0014231823,0.0001285407,0.0000886938,0.000069598376,0.00017468569,0.077975556],"genre_scores_gemma":[0.8346034,0.0011419881,0.14937562,0.00011044946,0.000035111894,0.00014063349,0.00006503592,0.00013983173,0.014388054],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99942493,0.00028020097,0.000017827831,0.000043874425,0.00017769127,0.000055529363],"domain_scores_gemma":[0.99965835,0.0001241455,0.000050121114,0.000043362932,0.00008313175,0.000040760307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006611216,0.0005462627,0.0003573217,0.00050763437,0.00052420545,0.00139277,0.0006409248,0.00075503177,0.004135924],"category_scores_gemma":[0.0012845412,0.0003722661,0.000419076,0.00037136435,0.0011769229,0.0014238092,0.0014845309,0.00073346135,0.0004509075],"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":[0.0000491845,0.000036350964,0.00095417275,0.00013814935,0.000024412637,0.00015025474,0.00027985772,0.80295527,0.0051130503,0.15406257,0.0008248924,0.035411727],"study_design_scores_gemma":[0.000039119903,0.00024062651,0.0010912933,0.000110295055,0.000036402642,0.00018414747,0.0010746352,0.7161735,0.004940984,0.22943796,0.04663265,0.000038300015],"about_ca_topic_score_codex":0.001513715,"about_ca_topic_score_gemma":0.004177407,"teacher_disagreement_score":0.004135924,"about_ca_system_score_codex":0.0012064748,"about_ca_system_score_gemma":0.0010615486,"threshold_uncertainty_score":0.013836086},"labels":[],"label_agreement":null},{"id":"W4409073693","doi":"10.26443/msurj.v1i1.216","title":"Positive Niche Construction: Incorporating Facilitative Microhabitat into Mechanistic Niche Modeling","year":2025,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Architecture and Computational Design","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":"McGill University","funders":"","keywords":"Niche; Niche construction; Environmental niche modelling; Ecology; Biology; Ecological niche; Habitat","score_opus":0.030509466224116603,"score_gpt":0.325483706033081,"score_spread":0.2949742398089644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409073693","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":[0.29684293,0.00072902796,0.6903066,0.0007969427,0.000069477246,0.00013012878,0.00040876475,0.00039700783,0.010319217],"genre_scores_gemma":[0.9115343,0.00038349105,0.0856495,0.00012925154,0.000035702484,0.0002332953,0.0001381678,0.00011232009,0.0017839331],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997849,0.00010826303,0.0000110014025,0.000029192337,0.000026996388,0.000039631363],"domain_scores_gemma":[0.9986199,0.0008833816,0.00016571194,0.00008408547,0.00009796951,0.00014894696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011243203,0.00061616796,0.00062304887,0.00084033865,0.0005365489,0.001015065,0.002069282,0.0013464892,0.0015827556],"category_scores_gemma":[0.002872681,0.00062336633,0.0010530123,0.00049610215,0.0007574698,0.0009880573,0.0015241005,0.00079195783,0.0001462344],"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":[0.000010878719,0.000019232733,0.0012082758,0.000017235507,0.000020169076,0.000035893525,0.00003840969,0.9920622,0.00034414488,0.004455679,0.000060956645,0.0017268884],"study_design_scores_gemma":[0.0000031425213,0.0000045826005,0.00012885327,0.000002771991,0.0000030600384,0.0000073788256,0.000007898204,0.99832433,0.000023352733,0.0013419712,0.00014921147,0.0000033840283],"about_ca_topic_score_codex":0.01593285,"about_ca_topic_score_gemma":0.014613301,"teacher_disagreement_score":0.01593285,"about_ca_system_score_codex":0.0007724554,"about_ca_system_score_gemma":0.000876046,"threshold_uncertainty_score":0.031680226},"labels":[],"label_agreement":null},{"id":"W4409211703","doi":"10.18280/ijsdp.200317","title":"Innovation and Efficiency in Smart Architecture: A Focus on Sustainable Building Design","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Architectural engineering; Sustainable design; Focus (optics); Engineering; Construction engineering; Computer architecture; Sustainability; Systems engineering; Business; Computer science; Geography","score_opus":0.008988312260970934,"score_gpt":0.2385853748089692,"score_spread":0.22959706254799825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409211703","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":[0.49839395,0.00844201,0.06919253,0.03980646,0.00020523516,0.00022124732,0.000035809913,0.00005845343,0.38364434],"genre_scores_gemma":[0.9907182,0.0011143453,0.0045837276,0.00044394124,0.000021342452,0.00006584497,0.000005710684,0.000013314128,0.0030334378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9885622,0.008598234,0.00015929427,0.0005338884,0.0015207239,0.0006255708],"domain_scores_gemma":[0.987326,0.009718682,0.00076566904,0.00089202856,0.0008297198,0.00046793744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009753557,0.0003301795,0.000446589,0.001309264,0.0023293742,0.0055050463,0.000828162,0.0013287991,0.0028667278],"category_scores_gemma":[0.009592159,0.00018392621,0.00048836286,0.0012316486,0.020290874,0.006030743,0.0045626624,0.0015545277,0.00016468279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023246343,0.00014787744,0.0050044567,0.00034961567,0.000023619332,0.00011574501,0.024617758,0.0022649718,0.00064292515,0.9259682,0.0009803349,0.039861187],"study_design_scores_gemma":[0.000044362296,0.00033656924,0.013112582,0.0009178972,0.000042227457,0.0002964918,0.050387625,0.004191999,0.002577908,0.7583408,0.16970606,0.000045396395],"about_ca_topic_score_codex":0.001377541,"about_ca_topic_score_gemma":0.0025869468,"teacher_disagreement_score":0.009753557,"about_ca_system_score_codex":0.005277192,"about_ca_system_score_gemma":0.005415032,"threshold_uncertainty_score":0.051582336},"labels":[],"label_agreement":null},{"id":"W4409250071","doi":"10.60152/b5vp6zi6","title":"Special Issues in Architectural Design: Fluidity and Transformability in Residential Spaces","year":2024,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Architectural engineering; Computer science; Engineering","score_opus":0.011987483963367147,"score_gpt":0.2384927961808958,"score_spread":0.22650531221752865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409250071","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":[0.060409494,0.05752312,0.14420919,0.15276012,0.0131709315,0.00017496021,0.00007023451,0.00038457787,0.57129735],"genre_scores_gemma":[0.837821,0.026226869,0.03167658,0.007311239,0.007893307,0.00021071674,0.00007509762,0.00035047103,0.088434726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962829,0.0021915,0.00018768586,0.00030216106,0.0007554981,0.00028040074],"domain_scores_gemma":[0.9965456,0.0019937772,0.0002951667,0.00045130993,0.00044529713,0.00026878796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003233683,0.00061725744,0.0005156541,0.0013890774,0.0054506836,0.010164577,0.0010110803,0.0033787552,0.010721751],"category_scores_gemma":[0.0071365833,0.00036091454,0.0007655253,0.0017546128,0.018976651,0.0075808815,0.005857506,0.0037822705,0.0009826284],"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":[0.000019021076,0.000028878148,0.0010825734,0.0002623163,0.000013194147,0.00046005112,0.018730445,0.0021635552,0.00052577077,0.87740785,0.022550665,0.076755725],"study_design_scores_gemma":[0.000008125312,0.00005766637,0.000989631,0.00035234465,0.00001491973,0.0010827899,0.010390109,0.0016349513,0.000379047,0.3026166,0.68244064,0.000033104625],"about_ca_topic_score_codex":0.0028233374,"about_ca_topic_score_gemma":0.0045532705,"teacher_disagreement_score":0.010721751,"about_ca_system_score_codex":0.0036874516,"about_ca_system_score_gemma":0.0022446346,"threshold_uncertainty_score":0.03586781},"labels":[],"label_agreement":null},{"id":"W4409699229","doi":"10.22215/cujs.v3i2.5127","title":"User Experience and Design in a First Year Brightspace Course","year":2025,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Architecture and Computational Design","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":"Carleton University","funders":"","keywords":"Course (navigation); User experience design; Computer science; Human–computer interaction; Psychology; Engineering","score_opus":0.009409513627090388,"score_gpt":0.24401394866715773,"score_spread":0.23460443504006734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409699229","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":[0.9696321,0.00013491155,0.018729607,0.00075589836,0.00006635701,0.00039994228,0.00030665705,0.0012569714,0.008717584],"genre_scores_gemma":[0.9346323,0.00012703445,0.038243104,0.0007647209,0.000043347485,0.000615285,0.00066324405,0.0005845087,0.024326583],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99569595,0.0025025406,0.0001830352,0.00043403893,0.000874845,0.00030963533],"domain_scores_gemma":[0.98609376,0.009668073,0.00034476392,0.0010432854,0.0016144557,0.0012356264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077580907,0.00063531473,0.0005519202,0.0008819943,0.0019375788,0.003717759,0.0010099399,0.0016668021,0.008351777],"category_scores_gemma":[0.014225153,0.00045860588,0.00064586004,0.00052008085,0.0012148751,0.0022306002,0.0019754479,0.00093975896,0.0021141737],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002609831,0.0073710578,0.07562656,0.0012724749,0.0001618721,0.006407238,0.48497906,0.0035834718,0.06790005,0.0047844304,0.040294755,0.30500922],"study_design_scores_gemma":[0.0012279765,0.029800484,0.19765984,0.0008370184,0.000392579,0.01311036,0.22404687,0.05110259,0.057264004,0.006112715,0.41738248,0.0010630515],"about_ca_topic_score_codex":0.0016836599,"about_ca_topic_score_gemma":0.0021044011,"teacher_disagreement_score":0.008351777,"about_ca_system_score_codex":0.0013295846,"about_ca_system_score_gemma":0.0006556542,"threshold_uncertainty_score":0.041029215},"labels":[],"label_agreement":null},{"id":"W4409799980","doi":"10.11159/icsect25.002","title":"Innovative Fabricated Steel Beams with Cold-Formed Steel: Pioneering Cost-Effective and Sustainable Building Solutions","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materials science; Engineering physics; Engineering; Mechanical engineering; Computer science; Metallurgy; Manufacturing engineering","score_opus":0.0037175472423216773,"score_gpt":0.18523825934544294,"score_spread":0.18152071210312126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409799980","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":[0.5139273,0.019818213,0.38826784,0.0014703345,0.0012057167,0.00027229896,0.00055774883,0.0016189753,0.07286166],"genre_scores_gemma":[0.7215145,0.007781416,0.2489577,0.0003571188,0.00012729493,0.00011400267,0.00039001816,0.00019447775,0.020563448],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995454,0.000037225564,0.000017576416,0.000051006027,0.00030406663,0.000044650955],"domain_scores_gemma":[0.99974996,0.000028543369,0.000055936445,0.00003022297,0.00010966132,0.000025696028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051108736,0.000562478,0.0002099111,0.00077515905,0.00022326135,0.000594926,0.0006331149,0.0006306875,0.0019982508],"category_scores_gemma":[0.00038848363,0.00031371004,0.00045718907,0.00051482656,0.00040413326,0.00080112345,0.00042538633,0.00065654836,0.0010314878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005432668,0.00005113063,0.00085871184,0.00074969756,0.00002626458,0.00029576663,0.00014092505,0.0029650815,0.9096517,0.0131573435,0.0022531499,0.06979593],"study_design_scores_gemma":[0.000027596441,0.00088675844,0.0030049933,0.00014482548,0.00006453037,0.0006368673,0.00019273258,0.008249424,0.8605885,0.002171388,0.12395814,0.00007425743],"about_ca_topic_score_codex":0.00048179348,"about_ca_topic_score_gemma":0.002790489,"teacher_disagreement_score":0.0019982508,"about_ca_system_score_codex":0.0006205107,"about_ca_system_score_gemma":0.0004076693,"threshold_uncertainty_score":0.00668478},"labels":[],"label_agreement":null},{"id":"W4410002592","doi":"10.21991/cf29488","title":"Towards a Less Woolly Conception of Horizontal Effect","year":2025,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.0066317549830013445,"score_gpt":0.22431761289032257,"score_spread":0.21768585790732123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410002592","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":[0.017287081,0.004825483,0.33761165,0.05016289,0.0016117558,0.00006792453,0.00017866297,0.00021482618,0.58803976],"genre_scores_gemma":[0.85099953,0.0034699785,0.072468825,0.013373348,0.0023367694,0.00041530977,0.00015206482,0.00039624827,0.056387883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953259,0.0022459389,0.000118108845,0.00088848476,0.0009933173,0.000428267],"domain_scores_gemma":[0.99542975,0.0024987406,0.00030636834,0.0010373098,0.00046612349,0.00026165418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068327636,0.00074977824,0.0007825404,0.0021524369,0.003521477,0.007654996,0.0026627406,0.0045617702,0.010519185],"category_scores_gemma":[0.0068484168,0.00038298153,0.0009725115,0.0016134982,0.037789144,0.015572642,0.0052364366,0.011318144,0.0014274714],"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":[0.0000011665738,0.0000016797957,0.000021256481,0.0000036188314,5.191907e-7,0.0000024103763,0.0001520378,0.000039802915,0.00000916399,0.99917114,0.00021899497,0.00037822954],"study_design_scores_gemma":[0.000006755073,0.000010733661,0.000095775344,0.000031200903,0.0000027484264,0.00002320382,0.00029279763,0.00045970213,0.00008035964,0.969218,0.029773328,0.000005354027],"about_ca_topic_score_codex":0.0031830117,"about_ca_topic_score_gemma":0.0023841157,"teacher_disagreement_score":0.010519185,"about_ca_system_score_codex":0.004413982,"about_ca_system_score_gemma":0.0024893864,"threshold_uncertainty_score":0.036135554},"labels":[],"label_agreement":null},{"id":"W4410029215","doi":"10.5206/mirror.v45i1.21232","title":"A Tall Order: The Stubby Bottle as a Barrier to Entry","year":2025,"lang":"en","type":"article","venue":"The Mirror - Undergraduate History Journal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Bottle; Order (exchange); Business; Materials science; Composite material","score_opus":0.007907702857788393,"score_gpt":0.21333873658765223,"score_spread":0.20543103372986385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410029215","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":[0.20877254,0.0037484195,0.00435803,0.030883053,0.0003692958,0.00007830682,0.00024768227,0.00009516103,0.7514474],"genre_scores_gemma":[0.90119016,0.0017829011,0.0010856931,0.0032923522,0.000049685732,0.000018451856,0.00007305161,0.00006721908,0.09244047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99796057,0.0002273472,0.000024234507,0.00019872798,0.00074171275,0.00084730337],"domain_scores_gemma":[0.99844766,0.00028101454,0.00013860749,0.000101255675,0.0005794096,0.00045194066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011777136,0.00028829733,0.00020721482,0.0008248703,0.015612268,0.0103812525,0.00097521103,0.0021946682,0.011279329],"category_scores_gemma":[0.002582634,0.0002861068,0.00026573223,0.0013061434,0.015982645,0.0042518363,0.0030283171,0.0027135578,0.00091272115],"study_design_candidate":"qualitative","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":[0.00006799476,0.000036782636,0.0062837126,0.00009069041,0.000009784042,0.0006158549,0.04271627,0.00032409912,0.0010265424,0.88100594,0.036741532,0.031080853],"study_design_scores_gemma":[0.000016684564,0.000057781,0.015232809,0.00029434173,0.000026326947,0.00018354115,0.045557875,0.00069932995,0.0009678708,0.030325543,0.90655303,0.00008479337],"about_ca_topic_score_codex":0.9125971,"about_ca_topic_score_gemma":0.96841365,"teacher_disagreement_score":0.9125971,"about_ca_system_score_codex":0.047840804,"about_ca_system_score_gemma":0.05446722,"threshold_uncertainty_score":0.34711093},"labels":[],"label_agreement":null},{"id":"W4410316592","doi":"10.32920/ifmj.v4i1-2.2030","title":"Media and Architecture","year":2024,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Computer architecture; Computer science; History; Archaeology","score_opus":0.005623264914218713,"score_gpt":0.2142599161340274,"score_spread":0.20863665121980868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410316592","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":[0.0043595936,0.009305199,0.004123966,0.0073889256,0.0009755893,0.000024823281,0.00011971853,0.00010856124,0.9735936],"genre_scores_gemma":[0.5426852,0.022368466,0.00650625,0.004159721,0.0025285166,0.00013868553,0.0003168479,0.00036145776,0.42093477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988955,0.00040166994,0.00003904701,0.00018079691,0.00027109217,0.00021176785],"domain_scores_gemma":[0.99923587,0.000245896,0.000078653364,0.00020668797,0.00011997874,0.00011293641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008947674,0.0008386025,0.00033144385,0.002684129,0.0052992045,0.016435198,0.0010657279,0.0021043571,0.040887844],"category_scores_gemma":[0.002188993,0.00030331762,0.00036575613,0.0025904656,0.015126329,0.010002247,0.0059807324,0.0022171924,0.0058340947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072907465,0.0000053011418,0.00019771836,0.000042055697,0.0000027150131,0.000041312847,0.0020651983,0.0001269587,0.000072406874,0.97909445,0.0066314414,0.011713286],"study_design_scores_gemma":[0.000004438823,0.000013703436,0.0004078494,0.00019087318,0.000005692109,0.00017749444,0.0030116024,0.00011934928,0.00013688802,0.15819985,0.837722,0.000010234301],"about_ca_topic_score_codex":0.0063914936,"about_ca_topic_score_gemma":0.0068528387,"teacher_disagreement_score":0.040887844,"about_ca_system_score_codex":0.004018661,"about_ca_system_score_gemma":0.0020924988,"threshold_uncertainty_score":0.13678342},"labels":[],"label_agreement":null},{"id":"W4411039030","doi":"10.1017/9781108556828.009","title":"Fidelity of Form: Metre Matters","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Architecture and Computational Design","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":"University of British Columbia","funders":"","keywords":"Fidelity; Metre; Metre; Computer science; Art; Telecommunications; Physics; Literature; Astronomy","score_opus":0.010502696983288694,"score_gpt":0.1749567053380384,"score_spread":0.1644540083547497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411039030","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":[0.015149496,0.008992525,0.027983895,0.014413385,0.0013880734,0.000031850148,0.00010900558,0.00018757541,0.93174416],"genre_scores_gemma":[0.7558849,0.007134345,0.009472166,0.003383106,0.0017241158,0.00009459839,0.00019885437,0.00087801105,0.22122993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973126,0.0015106449,0.00013120881,0.00029381743,0.0005662458,0.0001854303],"domain_scores_gemma":[0.9982748,0.00090653927,0.00012034533,0.00032701273,0.0002864293,0.00008486657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018859081,0.0005240548,0.0004936939,0.0008246907,0.0026635488,0.0067962282,0.0008230359,0.0012691566,0.01725875],"category_scores_gemma":[0.0061600963,0.00031259467,0.00029535053,0.0012073503,0.013395748,0.011048049,0.0026584652,0.0031525027,0.004008551],"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":[0.000012356146,0.0000035810015,0.000097817756,0.000049182712,0.0000017691539,0.000038102608,0.0054184585,0.00006479296,0.00012478503,0.97560275,0.005471309,0.013115066],"study_design_scores_gemma":[0.000008758854,0.000051302744,0.00055147393,0.00025255157,0.000005569017,0.0006012895,0.0053306343,0.00026471567,0.0004995692,0.26291028,0.72950697,0.000016901013],"about_ca_topic_score_codex":0.0012941825,"about_ca_topic_score_gemma":0.0016208091,"teacher_disagreement_score":0.01725875,"about_ca_system_score_codex":0.0021247831,"about_ca_system_score_gemma":0.0009368847,"threshold_uncertainty_score":0.057736337},"labels":[],"label_agreement":null},{"id":"W4411171652","doi":"10.1109/mahc.2025.3577585","title":"Governing Collaboration: Data and Work Relationships in U.K. Software for Building Design, 1970–1980","year":2025,"lang":"en","type":"article","venue":"IEEE Annals of the History of Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Work (physics); Software engineering; Software; Computer science; Engineering management; Engineering; Systems engineering; Programming language; Mechanical engineering","score_opus":0.09242137472241563,"score_gpt":0.29062878135443654,"score_spread":0.1982074066320209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411171652","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":[0.18649784,0.0113871535,0.11878961,0.043198768,0.0005794502,0.00024912469,0.0011688907,0.0011451367,0.636984],"genre_scores_gemma":[0.9141458,0.0044859257,0.03546326,0.0007679302,0.00006241189,0.00024715732,0.0005525315,0.0003893286,0.04388558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99182713,0.0037656943,0.0012583855,0.0011525056,0.0012890747,0.0007072261],"domain_scores_gemma":[0.9818751,0.009015473,0.0021628584,0.0036380065,0.0026589257,0.00064973586],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0070685996,0.00065387256,0.00041186655,0.0030082532,0.00846103,0.013459175,0.0016526293,0.0018779633,0.0074963844],"category_scores_gemma":[0.029074049,0.001061134,0.0004817728,0.007222595,0.01958048,0.01269022,0.0078355,0.0025116068,0.0018352423],"study_design_candidate":"qualitative","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":[0.000108879525,0.000032699885,0.003610827,0.00013157133,0.000012736112,0.00015672119,0.065414965,0.0038700318,0.00021163869,0.82875204,0.009522642,0.088175334],"study_design_scores_gemma":[0.000032743483,0.00003567522,0.0044600074,0.00036637145,0.00002146504,0.00017153904,0.02583702,0.0034247956,0.00091483217,0.2294312,0.73523074,0.00007361328],"about_ca_topic_score_codex":0.0999466,"about_ca_topic_score_gemma":0.085867,"teacher_disagreement_score":0.99153894,"about_ca_system_score_codex":0.030853277,"about_ca_system_score_gemma":0.015315383,"threshold_uncertainty_score":0.22385728},"labels":[],"label_agreement":null},{"id":"W4411176422","doi":"10.1016/j.matdes.2025.114184","title":"Tuning structural dynamics through architected inner material designs: Numerical, experimental, and machine learning analysis","year":2025,"lang":"en","type":"article","venue":"Materials & Design","topic":"Architecture and Computational Design","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; New York University","keywords":"Materials science; Dynamics (music); Mechanical engineering; Engineering drawing; Engineering; Acoustics","score_opus":0.015423591485992793,"score_gpt":0.24189573050647567,"score_spread":0.22647213902048288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411176422","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":[0.85533875,0.00036022917,0.14022867,0.00014853786,0.000022581951,0.0000357635,0.00010814947,0.00025638033,0.0035009347],"genre_scores_gemma":[0.96485484,0.000109701454,0.034617223,0.000007789892,0.00000344556,0.000026333246,0.0000377849,0.0000111324225,0.0003318088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998368,0.00004393606,0.000008528676,0.000022013444,0.000072821415,0.00001580786],"domain_scores_gemma":[0.9994516,0.0003202456,0.00008671162,0.000076256096,0.00005347158,0.000011693236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006987456,0.00029724656,0.00019057952,0.0003451408,0.00012463731,0.00034209935,0.0002777276,0.00037235647,0.00082936714],"category_scores_gemma":[0.00105191,0.00014842098,0.00016292023,0.00020694708,0.00050394866,0.00032578228,0.00019637878,0.00026631076,0.000115664065],"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":[0.00016046986,0.00018958199,0.004728485,0.0002935178,0.000032758566,0.00007255714,0.000117004114,0.5609713,0.376861,0.0055151945,0.0002569634,0.05080109],"study_design_scores_gemma":[0.000006093491,0.0001663098,0.0015866524,0.000008611773,0.0000069547195,0.000024243354,0.000025472249,0.9348721,0.062120803,0.00072319194,0.0004487886,0.0000107357655],"about_ca_topic_score_codex":0.0002663298,"about_ca_topic_score_gemma":0.0007703045,"teacher_disagreement_score":0.00082936714,"about_ca_system_score_codex":0.00024092686,"about_ca_system_score_gemma":0.00017442205,"threshold_uncertainty_score":0.0036953688},"labels":[],"label_agreement":null},{"id":"W4411180832","doi":"10.62754/ais.v6i2.134","title":"Editorial","year":2025,"lang":"en","type":"editorial","venue":"Architecture Image Studies","topic":"Architecture and Computational 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":"Computer science","score_opus":0.004458698049759838,"score_gpt":0.25408377055499315,"score_spread":0.2496250725052333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411180832","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001772941,0.0071799736,0.00034117964,0.037409555,0.886264,0.00007586287,0.0006791654,0.0004041517,0.067468755],"genre_scores_gemma":[0.0032119087,0.012003039,0.00061895954,0.03608209,0.595311,0.00011612859,0.0014799591,0.00060353975,0.35057345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695754,0.0003009345,0.00025161647,0.0005582196,0.0016180603,0.00031359305],"domain_scores_gemma":[0.98818654,0.0015926359,0.00052588625,0.00082867476,0.006660901,0.0022053823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023936897,0.0013393002,0.0012481493,0.002391311,0.0024227398,0.0073539214,0.0021105905,0.0039822585,0.28432432],"category_scores_gemma":[0.014768566,0.00048347976,0.0011170135,0.0012157421,0.0010589478,0.0038780333,0.0020315854,0.0047151996,0.17066549],"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":[0.000010170811,0.0000060435477,0.00002661353,0.000067753404,0.000002053899,0.00003587788,0.000012525986,0.000008913651,0.000038052203,0.00035114656,0.98757356,0.011867376],"study_design_scores_gemma":[0.0000054083275,0.0000072901616,0.00008834309,0.0001052392,0.0000023616285,0.00007216848,0.000030160136,0.000012349079,0.000037916547,0.0003107593,0.99932456,0.0000034123752],"about_ca_topic_score_codex":0.0014428075,"about_ca_topic_score_gemma":0.0023314152,"teacher_disagreement_score":0.28432432,"about_ca_system_score_codex":0.0019148781,"about_ca_system_score_gemma":0.0032470205,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4411181591","doi":"10.62754/ais.v6i2.136","title":"The Ghosts of Architecture Point Clouds, Affect and Collaged Hauntopias","year":2025,"lang":"en","type":"article","venue":"Architecture Image Studies","topic":"Architecture and Computational 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":"Affect (linguistics); Architecture; Point (geometry); Psychology; Art; Communication; Mathematics; Visual arts; Geometry","score_opus":0.005699195097622713,"score_gpt":0.24976332167315296,"score_spread":0.24406412657553025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411181591","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":[0.4595909,0.0031093443,0.011420326,0.03457955,0.0011446986,0.000040112307,0.00008680651,0.0003639972,0.48966426],"genre_scores_gemma":[0.9816358,0.0002601439,0.000792569,0.0005629197,0.00005753302,0.000009024259,0.000008893608,0.00008978209,0.016583232],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973003,0.0015241486,0.000040070387,0.00022561995,0.0005939755,0.00031588308],"domain_scores_gemma":[0.9975069,0.0010804893,0.0002979036,0.00048991235,0.0002844463,0.00034040547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002824741,0.00041269837,0.00027733733,0.0015160043,0.012585014,0.011122837,0.0006398701,0.0016310045,0.0050489125],"category_scores_gemma":[0.0074304226,0.00041025542,0.00022179651,0.0008642787,0.041463107,0.0075191413,0.009538875,0.004057362,0.00050916476],"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":[0.00005023408,0.000009704214,0.001725242,0.000037097027,0.000009302789,0.00038949348,0.5854702,0.00025627296,0.00058706943,0.38405612,0.012889441,0.014519726],"study_design_scores_gemma":[0.000025556985,0.000039189144,0.0041119945,0.00024354713,0.000020996575,0.0006663903,0.3968028,0.0011492271,0.0008066457,0.11560713,0.48045975,0.000066760775],"about_ca_topic_score_codex":0.012710387,"about_ca_topic_score_gemma":0.02003363,"teacher_disagreement_score":0.012710387,"about_ca_system_score_codex":0.005009614,"about_ca_system_score_gemma":0.0017220154,"threshold_uncertainty_score":0.03634739},"labels":[],"label_agreement":null},{"id":"W4411307843","doi":"10.21606/drs.2010.11","title":"Dynamique forme-lumière : Un processus de création et d’analyse de l’espace architectural par modèles maquettes/images","year":2010,"lang":"fr","type":"article","venue":"Proceedings of DRS","topic":"Architecture and Computational Design","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 Laval","funders":"","keywords":"Mod; Computer science; Artificial intelligence","score_opus":0.00501884091000501,"score_gpt":0.21714150927441245,"score_spread":0.21212266836440744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411307843","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":[0.028584918,0.0008850823,0.9150013,0.001268071,0.00015949794,0.0002773246,0.00024882413,0.00082900416,0.052746125],"genre_scores_gemma":[0.32932755,0.0013844271,0.6242195,0.0003110782,0.00006980339,0.00081024104,0.0006331439,0.0010493236,0.04219493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99575365,0.001923809,0.0001625846,0.0008026936,0.001159599,0.00019767223],"domain_scores_gemma":[0.99457526,0.002994239,0.00026344252,0.0011312854,0.00087718014,0.00015866337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047207903,0.0012865639,0.0006199494,0.002460754,0.0022373463,0.011621179,0.0013713548,0.0015805088,0.015727902],"category_scores_gemma":[0.01106967,0.0010827292,0.0019646594,0.0016678245,0.008847803,0.010208384,0.0048203226,0.0024176247,0.0033862751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014950268,0.0000665051,0.0027233735,0.00068868365,0.00004909937,0.00036125106,0.03243259,0.00939274,0.013929862,0.8437572,0.0033202707,0.09312891],"study_design_scores_gemma":[0.00008301021,0.0002889102,0.005057384,0.001034667,0.00012483884,0.0013461473,0.02770441,0.08187862,0.025453137,0.49882403,0.35797864,0.00022607873],"about_ca_topic_score_codex":0.007506285,"about_ca_topic_score_gemma":0.0073387683,"teacher_disagreement_score":0.015727902,"about_ca_system_score_codex":0.003153348,"about_ca_system_score_gemma":0.0032541242,"threshold_uncertainty_score":0.052615106},"labels":[],"label_agreement":null},{"id":"W4411307934","doi":"10.21606/drs.2008.11","title":"Dynamique forme-lumière : Un processus de création et d’analyse de l’espace architectural par modèles maquettes/images","year":2010,"lang":"fr","type":"article","venue":"Proceedings of DRS","topic":"Architecture and Computational Design","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 Laval","funders":"","keywords":"Mod; ESPACE; Humanities; Computer science; Physics; Art; Artificial intelligence","score_opus":0.00501884091000501,"score_gpt":0.21714150927441245,"score_spread":0.21212266836440744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411307934","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028584918,0.0008850823,0.9150013,0.001268071,0.00015949794,0.0002773246,0.00024882413,0.00082900416,0.052746125],"genre_scores_gemma":[0.32932755,0.0013844271,0.6242195,0.0003110782,0.00006980339,0.00081024104,0.0006331439,0.0010493236,0.04219493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99575365,0.001923809,0.0001625846,0.0008026936,0.001159599,0.00019767223],"domain_scores_gemma":[0.99457526,0.002994239,0.00026344252,0.0011312854,0.00087718014,0.00015866337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047207903,0.0012865639,0.0006199494,0.002460754,0.0022373463,0.011621179,0.0013713548,0.0015805088,0.015727902],"category_scores_gemma":[0.01106967,0.0010827292,0.0019646594,0.0016678245,0.008847803,0.010208384,0.0048203226,0.0024176247,0.0033862751],"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":[0.00014950268,0.0000665051,0.0027233735,0.00068868365,0.00004909937,0.00036125106,0.03243259,0.00939274,0.013929862,0.8437572,0.0033202707,0.09312891],"study_design_scores_gemma":[0.00008301021,0.0002889102,0.005057384,0.001034667,0.00012483884,0.0013461473,0.02770441,0.08187862,0.025453137,0.49882403,0.35797864,0.00022607873],"about_ca_topic_score_codex":0.007506285,"about_ca_topic_score_gemma":0.0073387683,"teacher_disagreement_score":0.015727902,"about_ca_system_score_codex":0.003153348,"about_ca_system_score_gemma":0.0032541242,"threshold_uncertainty_score":0.052615106},"labels":[],"label_agreement":null},{"id":"W4411473546","doi":"10.7771/3067-4883.1762","title":"Global Stakeholder Perceptions of Circular Building Adaptability, Open Building Methodology and Mass Timber Construction: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"CIB Conferences","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Adaptability; Stakeholder; Architectural engineering; Perception; Engineering; Business; Environmental resource management; Environmental science; Public relations; Political science; Ecology; Psychology","score_opus":0.13619544719610235,"score_gpt":0.3939537806231695,"score_spread":0.2577583334270671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411473546","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":[0.9949485,0.00017177776,0.00087789434,0.00086372026,0.000016047974,0.00009916839,0.00006998526,0.0000044337166,0.0029484378],"genre_scores_gemma":[0.9976439,0.00028133648,0.00039200723,0.0003693178,0.0000058780674,0.00016265931,0.000030314932,0.000006041843,0.0011086167],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99447143,0.003775059,0.00013950099,0.00024637356,0.00040127462,0.00096629426],"domain_scores_gemma":[0.9907464,0.0067914515,0.0006956754,0.00020567558,0.0007649755,0.0007958246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011114778,0.00038435,0.00048153498,0.0014943378,0.004552899,0.0027643458,0.000800759,0.001317725,0.0032407625],"category_scores_gemma":[0.009496131,0.0004593703,0.0002928684,0.0017975613,0.0059492644,0.0035690723,0.0042192866,0.001594763,0.00024193138],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027274173,0.00006942343,0.0071498044,0.00012183331,0.0000029005573,0.0004475938,0.98585016,0.00004686006,0.000842201,0.0013409547,0.00024228774,0.003858719],"study_design_scores_gemma":[0.0000016378916,0.00004638436,0.001992873,0.00005309333,0.0000013621295,0.00008413,0.9952667,0.000049058184,0.0001436998,0.0001720073,0.0021837254,0.000005513958],"about_ca_topic_score_codex":0.0055785654,"about_ca_topic_score_gemma":0.008135753,"teacher_disagreement_score":0.011114778,"about_ca_system_score_codex":0.0027520943,"about_ca_system_score_gemma":0.0024629717,"threshold_uncertainty_score":0.058781266},"labels":[],"label_agreement":null},{"id":"W4411617979","doi":"10.51847/np45gyp9br","title":"10.51847/np45gyp9BR","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Genetic architecture; Architecture; Algorithm; Biology; Genetics; Quantitative trait locus; Geography","score_opus":0.0034235647718281054,"score_gpt":0.14856425845801122,"score_spread":0.1451406936861831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411617979","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":[0.0032129842,0.0010658553,0.012124923,0.0016801086,0.0011403826,0.00020251499,0.0014990498,0.0027762684,0.97629786],"genre_scores_gemma":[0.0086256685,0.0006559216,0.0063408134,0.00052419107,0.00013762336,0.00013715691,0.0017443149,0.00070133613,0.9811329],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928313,0.00008789313,0.000059203914,0.00023455161,0.00024709807,0.00008812629],"domain_scores_gemma":[0.9987735,0.00031828007,0.00008228874,0.00030524682,0.0003488815,0.00017179814],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009372526,0.0014553394,0.00094034296,0.0017782392,0.0014279562,0.0034170095,0.0017174965,0.0035881617,0.90645194],"category_scores_gemma":[0.0018424348,0.00068256335,0.0007119454,0.0025373562,0.0012921221,0.0028515405,0.0028158098,0.0015471006,0.92117476],"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":[0.0003794423,0.00023394036,0.0012716006,0.0005024934,0.000035152163,0.0004655353,0.00017520554,0.00124443,0.006525127,0.018595513,0.17746326,0.7931083],"study_design_scores_gemma":[0.000047468748,0.000062004816,0.00082219683,0.0001795444,0.000018638735,0.00046076244,0.00012295455,0.0018395254,0.0018008158,0.0047655334,0.9898587,0.000021886026],"about_ca_topic_score_codex":0.004239334,"about_ca_topic_score_gemma":0.0035289559,"teacher_disagreement_score":0.09354806,"about_ca_system_score_codex":0.0013104266,"about_ca_system_score_gemma":0.0010739409,"threshold_uncertainty_score":0.13343489},"labels":[],"label_agreement":null},{"id":"W4411833181","doi":"10.1201/9781003658641-161","title":"FORM VERSUS REALITY: The impact of geometry on the detailing of the building envelope","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","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":"University of Waterloo","funders":"","keywords":"Envelope (radar); Geometry; Building envelope; Computer science; Mathematics; Physics; Telecommunications; Meteorology","score_opus":0.02654120739708175,"score_gpt":0.2550588944580788,"score_spread":0.22851768706099704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411833181","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":[0.5555428,0.0046534217,0.07791812,0.008648283,0.0003403527,0.0001161088,0.00019414937,0.00029828353,0.35228842],"genre_scores_gemma":[0.9725333,0.001262268,0.016650906,0.00020231362,0.00007035482,0.000024064995,0.000045823737,0.00032504235,0.008885935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99458534,0.0030010093,0.00016524277,0.00038930186,0.0015575996,0.00030150902],"domain_scores_gemma":[0.9921129,0.0043277596,0.0008648704,0.0014876333,0.0008039428,0.00040282912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035741446,0.00046781942,0.00024153912,0.000684383,0.0017857441,0.007391866,0.0011222627,0.0008571367,0.006829128],"category_scores_gemma":[0.017414361,0.0003917737,0.00032750468,0.000668186,0.008763193,0.0050218124,0.0044087297,0.0013582129,0.0011354025],"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":[0.0003329082,0.00011915303,0.04557784,0.0007681907,0.000052483887,0.0017637812,0.10108674,0.011780084,0.011616878,0.5034645,0.008162134,0.31527522],"study_design_scores_gemma":[0.000032312582,0.0007874544,0.11277742,0.0010560777,0.00009836514,0.007103019,0.108465776,0.0059590507,0.009352747,0.15364602,0.6004976,0.0002241783],"about_ca_topic_score_codex":0.0020022315,"about_ca_topic_score_gemma":0.005294509,"teacher_disagreement_score":0.007391866,"about_ca_system_score_codex":0.0013402464,"about_ca_system_score_gemma":0.00079221104,"threshold_uncertainty_score":0.022845745},"labels":[],"label_agreement":null},{"id":"W4412123866","doi":"10.13031/aim.202500777","title":"Recycling polymers to make greenhouses","year":2025,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Greenhouse; Computer science; Polymer; Materials science; Composite material","score_opus":0.005567248893379676,"score_gpt":0.21919666046593095,"score_spread":0.21362941157255128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412123866","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":[0.645669,0.009188426,0.21941267,0.0009105647,0.00077315554,0.0005225334,0.0011571128,0.0018126545,0.120553836],"genre_scores_gemma":[0.81876695,0.005773009,0.13780919,0.00035986147,0.000038891067,0.0003227836,0.00059478596,0.0002498857,0.03608473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984765,0.000014821251,0.000007548493,0.000028449325,0.00007266661,0.000028794451],"domain_scores_gemma":[0.9998722,0.000020104753,0.000028915609,0.000026251415,0.00004061624,0.000011804162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031711764,0.00039350448,0.00015381417,0.00046560104,0.0003156878,0.0005436238,0.0002719256,0.00034277316,0.004121799],"category_scores_gemma":[0.0003055813,0.00022731758,0.00034984224,0.00032563167,0.00029512422,0.0006774408,0.00032981453,0.000531739,0.0010723594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016859642,0.00013717331,0.00089586875,0.00079936034,0.000028779836,0.0002502071,0.00015405538,0.019006973,0.8482382,0.041867513,0.0030877765,0.08536536],"study_design_scores_gemma":[0.000028819168,0.0004107348,0.0010420848,0.00008118473,0.00003523463,0.0001693706,0.00007880064,0.011483454,0.8711929,0.0031601056,0.1122851,0.000032325934],"about_ca_topic_score_codex":0.0014613966,"about_ca_topic_score_gemma":0.0043215863,"teacher_disagreement_score":0.004121799,"about_ca_system_score_codex":0.0005439104,"about_ca_system_score_gemma":0.00057779206,"threshold_uncertainty_score":0.013788819},"labels":[],"label_agreement":null},{"id":"W4412213363","doi":"","title":"Abstraction and the Photo-real Architectural Visualization","year":2024,"lang":"en","type":"article","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Architecture and Computational Design","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":"Innovation Cluster (Canada)","funders":"","keywords":"Abstraction; Computer science; Visualization; Computer graphics (images); Programming language; Artificial intelligence; Epistemology; Philosophy","score_opus":0.02100231490158228,"score_gpt":0.2512341730375384,"score_spread":0.23023185813595615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412213363","genre_codex":"methods","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":[0.12651308,0.01139625,0.50498545,0.011783706,0.00060894707,0.00008507625,0.00030918326,0.0012152622,0.34310314],"genre_scores_gemma":[0.8890066,0.0036436731,0.08180024,0.00055355526,0.00015940475,0.00006698526,0.00015386194,0.00037369647,0.024241861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984162,0.0008687436,0.00004237602,0.00014662264,0.00039395905,0.00013206455],"domain_scores_gemma":[0.998577,0.0006755984,0.00015266448,0.00032846374,0.00014523375,0.00012106887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013743868,0.00045760855,0.00019302573,0.0014433435,0.0012409379,0.0061257877,0.0005779383,0.00069926516,0.0065535298],"category_scores_gemma":[0.0030197247,0.00034525056,0.00046908963,0.00085532956,0.0074879485,0.0044109025,0.0046163355,0.0019410406,0.00072994875],"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":[0.0000615376,0.000013791997,0.0014256849,0.0002585626,0.000018335124,0.00031037902,0.02426031,0.0041399975,0.0053549036,0.8982183,0.0045040054,0.061434064],"study_design_scores_gemma":[0.000029593877,0.00007774939,0.007618814,0.0005450189,0.000042711694,0.0015545365,0.01643004,0.009759598,0.003327307,0.47664002,0.4838633,0.00011145725],"about_ca_topic_score_codex":0.0028887296,"about_ca_topic_score_gemma":0.0035124961,"teacher_disagreement_score":0.0065535298,"about_ca_system_score_codex":0.0014212609,"about_ca_system_score_gemma":0.00076428725,"threshold_uncertainty_score":0.02192372},"labels":[],"label_agreement":null},{"id":"W4412215304","doi":"","title":"Klassicisme inden for arkitektur og billedkunst","year":2023,"lang":"da","type":"article","venue":"Ministry of Culture Research Portal","topic":"Architecture and Computational Design","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":"Golder Associates (Canada)","funders":"","keywords":"Art","score_opus":0.08012558887390943,"score_gpt":0.37685894335109993,"score_spread":0.2967333544771905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412215304","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":[0.017684225,0.0040188716,0.05044053,0.030235829,0.004171227,0.00029568755,0.0040750615,0.007319255,0.8817593],"genre_scores_gemma":[0.10294902,0.0045884503,0.039334178,0.0037598535,0.0008349103,0.0004011954,0.005127808,0.0049321833,0.83807236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99432844,0.0013254259,0.0004129585,0.00075485674,0.002359105,0.00081921933],"domain_scores_gemma":[0.9922112,0.001416178,0.00047642348,0.0020343584,0.00243219,0.0014295941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056966166,0.001043056,0.0008697697,0.00252017,0.004680898,0.015636967,0.0018998411,0.0028556825,0.2070033],"category_scores_gemma":[0.013786324,0.0008479956,0.0009528837,0.002676582,0.0025930493,0.010436139,0.012633066,0.00488733,0.08908007],"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":[0.00033567162,0.00033516556,0.0034915498,0.000699332,0.0000472801,0.00043183047,0.006233244,0.0011289498,0.0026219797,0.24260107,0.44130218,0.30077183],"study_design_scores_gemma":[0.000011826016,0.000024197077,0.00090372266,0.00021657595,0.000011047738,0.00013420268,0.0009675416,0.00033659494,0.00078289077,0.015805768,0.9807747,0.00003090211],"about_ca_topic_score_codex":0.0063320054,"about_ca_topic_score_gemma":0.010875268,"teacher_disagreement_score":0.2070033,"about_ca_system_score_codex":0.0037287201,"about_ca_system_score_gemma":0.007361793,"threshold_uncertainty_score":0.692495},"labels":[],"label_agreement":null},{"id":"W4412231531","doi":"10.60558/eaea16-2023","title":"Envisioning Architectural Scales in the Analogue and Virtual Representation of Architecture:Proceedings of the 16th EAEA conference","year":2023,"lang":"en","type":"book","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Architecture and Computational Design","field":"Engineering","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":"Innovation Cluster (Canada)","funders":"","keywords":"Architecture; Representation (politics); Computer science; Architectural engineering; Cognitive science; Computer architecture; Visual arts; Engineering; Art; Psychology; Political science","score_opus":0.031134122885268508,"score_gpt":0.24251512337912537,"score_spread":0.21138100049385686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412231531","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":[0.019062802,0.061543476,0.16528232,0.021079266,0.008547877,0.00011125793,0.00037627344,0.0004952832,0.7235014],"genre_scores_gemma":[0.20712091,0.045337655,0.10417716,0.001248804,0.0018283663,0.00022359661,0.00092069345,0.000754974,0.63838786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956053,0.00020671393,0.000020361405,0.00006157231,0.000118015014,0.00003278256],"domain_scores_gemma":[0.99912494,0.00044676274,0.000011525288,0.00011488915,0.00018613579,0.00011568185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021156701,0.00058808166,0.0005173706,0.0006024913,0.0010676647,0.00870475,0.00089913746,0.0013115435,0.020666884],"category_scores_gemma":[0.0018535428,0.0004049055,0.00053091673,0.0011218549,0.0033070133,0.00502637,0.0026124886,0.0018821644,0.0028174103],"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":[0.00011934064,0.00008787383,0.00033298242,0.0001954561,0.000021210457,0.00010723264,0.0014047074,0.0113534015,0.0013060496,0.6511127,0.17683467,0.15712437],"study_design_scores_gemma":[0.000012557508,0.000016012387,0.00040824834,0.00024329567,0.000010051862,0.000076915996,0.0007633566,0.0074713957,0.0005047027,0.16422264,0.8262514,0.000019429093],"about_ca_topic_score_codex":0.011580136,"about_ca_topic_score_gemma":0.021378035,"teacher_disagreement_score":0.020666884,"about_ca_system_score_codex":0.0031809849,"about_ca_system_score_gemma":0.0025709635,"threshold_uncertainty_score":0.06913763},"labels":[],"label_agreement":null},{"id":"W4412340363","doi":"","title":"Expanding surfaces: The viewer immersed in multiple modes of representation Following the drawing on the ground","year":2015,"lang":"en","type":"article","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Architecture and Computational 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":"Representation (politics); Computer graphics (images); Visual arts; Computer science; Art; Geometry; Mathematics; Political science","score_opus":0.06063660571765297,"score_gpt":0.2677450110690152,"score_spread":0.20710840535136224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412340363","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":[0.6460333,0.0021373013,0.06965265,0.006459593,0.00050165807,0.00008527963,0.00016258472,0.0007422508,0.27422538],"genre_scores_gemma":[0.9726361,0.00038925957,0.007604699,0.0002835675,0.00005117065,0.000029876426,0.00005256944,0.00029553016,0.018657343],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988092,0.00072912755,0.000013316729,0.00012220473,0.00017387056,0.00015229554],"domain_scores_gemma":[0.9988951,0.0006657417,0.000049188267,0.00016797596,0.00006445052,0.00015755024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001268771,0.00068065064,0.00029794226,0.00066587294,0.003355036,0.009086119,0.00088606065,0.0017314802,0.0067578764],"category_scores_gemma":[0.003777392,0.00043022638,0.00051061896,0.000621671,0.011532264,0.0069189556,0.0067565097,0.0025750066,0.0007992084],"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":[0.00014541527,0.0000235869,0.00089724676,0.00008609343,0.000017238237,0.002174264,0.8625699,0.0009103305,0.010387946,0.09640637,0.00487154,0.021510074],"study_design_scores_gemma":[0.000045472567,0.00019818508,0.0037344052,0.00030210108,0.000052015563,0.0029156962,0.52657837,0.0030295728,0.0033747612,0.047287602,0.41234067,0.00014114144],"about_ca_topic_score_codex":0.0029590689,"about_ca_topic_score_gemma":0.0043687946,"teacher_disagreement_score":0.009086119,"about_ca_system_score_codex":0.0009827549,"about_ca_system_score_gemma":0.00074093195,"threshold_uncertainty_score":0.022607386},"labels":[],"label_agreement":null},{"id":"W4412815157","doi":"10.18280/ijdne.200608","title":"Biomimetic Strategies in Kinetic Architecture: A Comparative Analysis of Nature-Inspired Roof and Façade Designs","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Roof; Architectural engineering; Engineering; Computer science; Systems engineering; Civil engineering; Art; Visual arts","score_opus":0.009875985646622749,"score_gpt":0.269809234362056,"score_spread":0.2599332487154333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412815157","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":[0.9384231,0.00038856728,0.029784286,0.00006522204,0.000007943852,0.000022295579,0.000047989637,0.000047374622,0.031213328],"genre_scores_gemma":[0.9953727,0.00013270893,0.0026733365,0.0000029682856,9.333366e-7,0.000007158055,0.00001809737,0.000014840479,0.001777303],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99987435,0.000031692205,0.0000045736006,0.000017381837,0.000040869236,0.000031177664],"domain_scores_gemma":[0.99972814,0.00006871311,0.000052255637,0.00003611732,0.00008016471,0.000034580724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021700744,0.00027100963,0.00023178496,0.0007143728,0.0005011564,0.0013636949,0.0004439064,0.00038269593,0.004530917],"category_scores_gemma":[0.000747553,0.0001782871,0.00027097526,0.000617692,0.0007356457,0.0006020032,0.0003307368,0.00018084781,0.00053491484],"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":[0.00033221176,0.00020010404,0.027771259,0.00036970843,0.000121678204,0.000485618,0.0015006337,0.47935477,0.09024594,0.2765363,0.0007519544,0.12232985],"study_design_scores_gemma":[0.00006339898,0.0009552745,0.092927836,0.0001162293,0.00017076454,0.0012881807,0.005541791,0.78303427,0.024217464,0.0732671,0.018302817,0.00011481822],"about_ca_topic_score_codex":0.0018332605,"about_ca_topic_score_gemma":0.0034062366,"teacher_disagreement_score":0.004530917,"about_ca_system_score_codex":0.00082946866,"about_ca_system_score_gemma":0.0005348335,"threshold_uncertainty_score":0.015157402},"labels":[],"label_agreement":null},{"id":"W4412825322","doi":"10.1007/979-8-8688-1557-7_3","title":"Exploring the Workspace of Fresco and Its Tools: Part 1","year":2025,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Architecture and Computational Design","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":"Delta-Q Technologies (Canada)","funders":"","keywords":"Fresco; Workspace; Computer science; Computer graphics (images); Engineering drawing; Art; Visual arts; Artificial intelligence; Engineering","score_opus":0.08475847136691103,"score_gpt":0.20880182319338528,"score_spread":0.12404335182647425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412825322","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":[0.005473317,0.014558243,0.050257895,0.0015726906,0.0005192785,0.00010576407,0.0003529324,0.0020012725,0.92515856],"genre_scores_gemma":[0.07910404,0.01900779,0.124322265,0.0014348828,0.00033698304,0.0003821325,0.001424369,0.0031428523,0.7708447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995759,0.00012776795,0.000016386615,0.000056643836,0.00016026961,0.0000629066],"domain_scores_gemma":[0.99973756,0.00010895517,0.000010129211,0.000041647283,0.000059177146,0.000042414136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006599526,0.0007157312,0.0003937848,0.0018924437,0.0028157802,0.007739587,0.00074350514,0.0013005659,0.0523902],"category_scores_gemma":[0.0012586819,0.0004222492,0.00053763215,0.0025080577,0.0015280691,0.006728246,0.0030364997,0.0013203513,0.012311276],"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":[0.00005838865,0.00005621333,0.00022820485,0.00075440615,0.0000051912903,0.00045689417,0.015311994,0.00086482207,0.0029826944,0.40738153,0.21033072,0.36156902],"study_design_scores_gemma":[0.000002641562,0.0000074239756,0.00017123004,0.00027632245,0.0000019619436,0.00036946702,0.0010974187,0.00023299281,0.00036651245,0.01059864,0.9868644,0.000010871767],"about_ca_topic_score_codex":0.0067084786,"about_ca_topic_score_gemma":0.018100258,"teacher_disagreement_score":0.0523902,"about_ca_system_score_codex":0.001832464,"about_ca_system_score_gemma":0.0016450838,"threshold_uncertainty_score":0.17526269},"labels":[],"label_agreement":null},{"id":"W4412861214","doi":"10.5206/mt.v5i3.22479","title":"Computational Bohemian Art","year":2025,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.003870545651097568,"score_gpt":0.19614372341129507,"score_spread":0.1922731777601975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412861214","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":[0.004796055,0.05407609,0.04127493,0.015108537,0.003732006,0.00004612528,0.0003841613,0.00046821518,0.88011384],"genre_scores_gemma":[0.5346302,0.054166533,0.03603124,0.006482883,0.005042874,0.0003896714,0.0011104452,0.0006846196,0.36146158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99960726,0.0001335245,0.000017574686,0.000064994754,0.00013007416,0.000046607896],"domain_scores_gemma":[0.9997316,0.00010860906,0.000012269465,0.00007827026,0.00004420326,0.000024992592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006177541,0.00047160688,0.00034404456,0.0012105774,0.002215697,0.0035888678,0.00088706,0.00114551,0.028518299],"category_scores_gemma":[0.0018589107,0.0002962572,0.0005602831,0.00085133314,0.0053175776,0.0058686757,0.0026451088,0.0021161302,0.003670972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000314797,0.0000010912917,0.000014878192,0.00004204268,0.0000022081372,0.000010198975,0.00016555969,0.00015445257,0.000037203266,0.9724645,0.019156707,0.007948112],"study_design_scores_gemma":[0.000003433385,0.0000022259455,0.00008024585,0.00011052224,0.0000023793752,0.000072122595,0.000109772234,0.00078363117,0.0001235876,0.66975206,0.32895404,0.000005942062],"about_ca_topic_score_codex":0.0025834758,"about_ca_topic_score_gemma":0.0031675159,"teacher_disagreement_score":0.028518299,"about_ca_system_score_codex":0.0028756834,"about_ca_system_score_gemma":0.0010652543,"threshold_uncertainty_score":0.095403194},"labels":[],"label_agreement":null},{"id":"W4412942129","doi":"10.1007/979-8-8688-1557-7_4","title":"Exploring the Workspace of Fresco and Its Tools: Part 2","year":2025,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Architecture and Computational Design","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":"Delta-Q Technologies (Canada)","funders":"","keywords":"Fresco; Workspace; Computer science; Artificial intelligence; Art; Visual arts; Robot","score_opus":0.08146525486474294,"score_gpt":0.20825279619458165,"score_spread":0.12678754132983872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412942129","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":[0.0072048707,0.012488897,0.06749508,0.0014810424,0.00053473597,0.000117780895,0.00037605563,0.0018434296,0.90845805],"genre_scores_gemma":[0.08426718,0.01569243,0.11266086,0.0012702361,0.00023270957,0.00037107387,0.0012049446,0.00261821,0.7816823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996543,0.00010015836,0.00001332182,0.00004770409,0.00013479684,0.00004969437],"domain_scores_gemma":[0.99975926,0.000106565676,0.000007527231,0.000035693836,0.000053808933,0.000037186583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005148371,0.0006882531,0.00036951,0.0016863004,0.0020849174,0.006177473,0.0007074704,0.00097388565,0.042412728],"category_scores_gemma":[0.0010722312,0.00037567777,0.00048680196,0.0017804854,0.0012989907,0.0047922437,0.002312778,0.0012168445,0.008391504],"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":[0.000050496325,0.000059975253,0.00023690808,0.0007857549,0.0000063391417,0.00042159765,0.0144202495,0.0016400481,0.0032528683,0.45421767,0.17164084,0.35326725],"study_design_scores_gemma":[0.0000027165183,0.000007266979,0.0001759671,0.000296181,0.0000021682026,0.00033293254,0.0010032661,0.00039746444,0.00044945595,0.013125694,0.9841967,0.000010175327],"about_ca_topic_score_codex":0.005906145,"about_ca_topic_score_gemma":0.015255196,"teacher_disagreement_score":0.042412728,"about_ca_system_score_codex":0.0018052711,"about_ca_system_score_gemma":0.0017848731,"threshold_uncertainty_score":0.14188468},"labels":[],"label_agreement":null},{"id":"W4412989098","doi":"10.63044/w25wan85","title":"Life Cycle Carbon and Cost Assessment for Use of Exterior Shading Systems in Residential Buildings of Cold Climates","year":2025,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Shading; Cold climate; Environmental science; Life-cycle assessment; Architectural engineering; Carbon fibers; Computer science; Meteorology; Engineering; Geography; Production (economics)","score_opus":0.012922920877564316,"score_gpt":0.2604761167860809,"score_spread":0.2475531959085166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412989098","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":[0.98702115,0.00041963413,0.004772066,0.00005037461,0.0000075490216,0.00015074002,0.002121178,0.000027641496,0.005429692],"genre_scores_gemma":[0.9951292,0.0001717911,0.0028915033,0.000006646837,0.000001793061,0.000053964835,0.0010570377,0.000007391571,0.0006806575],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993579,0.00018956864,0.000030939533,0.00005948641,0.00028176096,0.000080294514],"domain_scores_gemma":[0.99850625,0.0006153727,0.00017874941,0.00006561577,0.0005857374,0.00004818156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012397416,0.0006083061,0.00033695856,0.0025739598,0.00032785456,0.0007471086,0.0004475995,0.00049107126,0.0013229306],"category_scores_gemma":[0.0016788241,0.00021390205,0.0013981947,0.0024037082,0.00025508011,0.00084430043,0.00033496448,0.0003369358,0.0001531201],"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":[0.0007899077,0.00027154293,0.13790451,0.00037384045,0.00023999967,0.00040742572,0.00012772156,0.8054685,0.008546194,0.0031609356,0.0007518764,0.041957542],"study_design_scores_gemma":[0.000030241788,0.0012317264,0.2562945,0.000057460686,0.00028489777,0.00026026048,0.0006089518,0.7244674,0.011876334,0.0017401796,0.003051778,0.00009622524],"about_ca_topic_score_codex":0.042543933,"about_ca_topic_score_gemma":0.05228696,"teacher_disagreement_score":0.042543933,"about_ca_system_score_codex":0.00415012,"about_ca_system_score_gemma":0.0013458342,"threshold_uncertainty_score":0.08459264},"labels":[],"label_agreement":null},{"id":"W4413155486","doi":"10.1109/cvpr52734.2025.02716","title":"CasaGPT: Cuboid Arrangement and Scene Assembly for Interior Design","year":2025,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"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 Alberta","funders":"Alberta Innovates","keywords":"Cuboid; Computer science; Computer graphics (images); Engineering drawing; Computer vision; Engineering; Mechanical engineering","score_opus":0.012586809103471265,"score_gpt":0.23576289064226744,"score_spread":0.22317608153879617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413155486","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":[0.009004385,0.00075228565,0.9472713,0.00022228765,0.00015556542,0.00029081356,0.006410239,0.02758277,0.008310407],"genre_scores_gemma":[0.06925549,0.00045831123,0.9006484,0.00021123143,0.000037453305,0.00046763688,0.020515142,0.0031578273,0.005248457],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908733,0.00018001243,0.000038578823,0.00029134145,0.00031485842,0.000087856635],"domain_scores_gemma":[0.99937963,0.00014463339,0.00003938878,0.00028546283,0.00010251124,0.000048294307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006987566,0.0027044872,0.0013983866,0.001875474,0.0008731996,0.0023878636,0.003927548,0.0018837336,0.01111535],"category_scores_gemma":[0.0019411693,0.0013334937,0.0031913603,0.0017114335,0.000973623,0.001550613,0.002272869,0.002536596,0.00811464],"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":[0.00040130434,0.0003144993,0.0032844343,0.0014912924,0.0002253143,0.0003318219,0.00029889517,0.3320757,0.025350641,0.030541513,0.118061386,0.48762324],"study_design_scores_gemma":[0.00006119839,0.00010006588,0.00058548315,0.000079304766,0.000034663597,0.00036177837,0.000067837485,0.8917071,0.0152081195,0.014568085,0.07717556,0.000050773004],"about_ca_topic_score_codex":0.0092739435,"about_ca_topic_score_gemma":0.024707982,"teacher_disagreement_score":0.01111535,"about_ca_system_score_codex":0.0013222408,"about_ca_system_score_gemma":0.0015313129,"threshold_uncertainty_score":0.037184536},"labels":[],"label_agreement":null},{"id":"W4413244098","doi":"10.3138/ctr.203.015","title":"Beyond Liveness, the Living: Designing Decay at the 2022 Rhubarb Festival","year":2025,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Liveness; Aesthetics; Art; Visual arts; History; Art history; Computer science","score_opus":0.007944399352373148,"score_gpt":0.2153542601783118,"score_spread":0.20740986082593865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413244098","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":[0.039636616,0.0940482,0.047438003,0.060557507,0.004007904,0.00029143805,0.0008470043,0.0009271586,0.7522462],"genre_scores_gemma":[0.6156927,0.07338021,0.031293947,0.0074531315,0.0005491136,0.00034383207,0.00086803344,0.0015828677,0.2688362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996723,0.0008894299,0.000055219236,0.0001965997,0.0012879136,0.0008478925],"domain_scores_gemma":[0.9967788,0.000793076,0.00010019489,0.0002912557,0.0014508279,0.000585917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057335347,0.0013078898,0.0005537946,0.0015476259,0.013104937,0.010826754,0.0037453761,0.0022881646,0.015567365],"category_scores_gemma":[0.006519716,0.0004490791,0.0005557034,0.0022172027,0.01624505,0.0035458345,0.0046008397,0.0044354536,0.0021356319],"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":[0.00014070349,0.000047818652,0.0012660633,0.0015279535,0.00002984361,0.00013157325,0.029266432,0.0023559714,0.00076780876,0.59079826,0.15041158,0.22325602],"study_design_scores_gemma":[0.000009640306,0.000029394141,0.0015425861,0.0010307201,0.000017569595,0.000064117965,0.021183712,0.00044846968,0.00047026004,0.019562239,0.955602,0.000039283397],"about_ca_topic_score_codex":0.7127281,"about_ca_topic_score_gemma":0.8490373,"teacher_disagreement_score":0.7127281,"about_ca_system_score_codex":0.043637566,"about_ca_system_score_gemma":0.055375103,"threshold_uncertainty_score":0.5779274},"labels":[],"label_agreement":null},{"id":"W4413318852","doi":"10.1109/mahc.2025.3598651","title":"Solids, Parameters, and Programs: Computation for Early-Stage Architectural Design","year":2025,"lang":"en","type":"article","venue":"IEEE Annals of the History of Computing","topic":"Architecture and Computational Design","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":"Simon Fraser University","funders":"","keywords":"Computation; Stage (stratigraphy); Computer science; Software engineering; Engineering drawing; Engineering; Programming language; Geology","score_opus":0.06694277747516117,"score_gpt":0.2756706465953815,"score_spread":0.20872786912022032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413318852","genre_codex":"methods","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":[0.0035549472,0.004804807,0.9417128,0.0047212187,0.00049799355,0.00007359203,0.000080508245,0.0005309244,0.044023283],"genre_scores_gemma":[0.12386292,0.0057312637,0.8555565,0.0004827593,0.00034161308,0.00027149334,0.00016254166,0.0005827061,0.0130082015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833494,0.00085016404,0.00008954982,0.00016108871,0.00048524438,0.00007916616],"domain_scores_gemma":[0.99731654,0.0015638666,0.000115845505,0.00056501816,0.00031539844,0.00012335289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034754619,0.0011517676,0.0006430982,0.0015260144,0.0019032283,0.0054659424,0.0016647633,0.0018650689,0.009597407],"category_scores_gemma":[0.0088124415,0.0009344056,0.0010160218,0.0016872165,0.010779737,0.00936649,0.0033534423,0.004978404,0.0023474],"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":[0.0000112283,0.0000062091817,0.00009932048,0.00007389633,0.000004471389,0.000024989879,0.0002802223,0.0061808797,0.00024294436,0.9730217,0.0025372282,0.017516918],"study_design_scores_gemma":[0.0000086889295,0.000017434822,0.000058622405,0.00014042895,0.000007709654,0.000058492897,0.00016893729,0.023694055,0.000545219,0.87059647,0.10468495,0.000018967312],"about_ca_topic_score_codex":0.002151503,"about_ca_topic_score_gemma":0.0029460632,"teacher_disagreement_score":0.009597407,"about_ca_system_score_codex":0.0022852123,"about_ca_system_score_gemma":0.0026532765,"threshold_uncertainty_score":0.03210658},"labels":[],"label_agreement":null},{"id":"W4413344329","doi":"10.15353/10012/1","title":"A University-Landscape Architect Collaboration to Develop an Augmentative and Alternative Communication (AAC) Board for a City Park Playground: A Full Report of its Design","year":2025,"lang":"en","type":"report","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Landscape design; Architectural engineering; Landscape architecture; Engineering; Civil engineering","score_opus":0.039101583949009124,"score_gpt":0.29549036195811024,"score_spread":0.2563887780091011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413344329","genre_codex":"methods","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":[0.28615847,0.0009718192,0.5641561,0.0040843734,0.0011871159,0.016446756,0.0009930698,0.0034217744,0.12258047],"genre_scores_gemma":[0.19929644,0.00038959872,0.7418688,0.00047532262,0.000050891114,0.0042386544,0.0005381982,0.0010871727,0.052054882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954913,0.0018806743,0.00022441227,0.0005693819,0.001193532,0.0006407798],"domain_scores_gemma":[0.9945903,0.00084274914,0.00016192437,0.0005230608,0.002041847,0.0018402041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075147017,0.0012378431,0.0003639745,0.0017372569,0.0036511803,0.003358827,0.001560514,0.001115834,0.018692767],"category_scores_gemma":[0.008288572,0.00084944675,0.00067779765,0.0007557091,0.0017471854,0.002206369,0.0043761185,0.0015333608,0.0035924641],"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":[0.00050787313,0.002704773,0.020055018,0.0013729652,0.00007104969,0.0046275374,0.05524786,0.007482925,0.088590115,0.021634646,0.060444504,0.73726076],"study_design_scores_gemma":[0.0002536989,0.0024118123,0.01896595,0.0005501166,0.00011280605,0.001984973,0.031636782,0.00973175,0.02217461,0.0028706389,0.9090626,0.0002441526],"about_ca_topic_score_codex":0.025242994,"about_ca_topic_score_gemma":0.07260926,"teacher_disagreement_score":0.025242994,"about_ca_system_score_codex":0.0036420515,"about_ca_system_score_gemma":0.010028622,"threshold_uncertainty_score":0.0625335},"labels":[],"label_agreement":null},{"id":"W4413630127","doi":"10.64628/aam.4xjrrxp59","title":"How architect Yona Friedman used math to design utopian cities of the future","year":2020,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mathematical economics; Mathematics education; Economics; Mathematics","score_opus":0.016521470421675087,"score_gpt":0.17963046489795176,"score_spread":0.16310899447627666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413630127","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":[0.04204984,0.0013081167,0.21792419,0.038247466,0.0025933238,0.0001478719,0.000330546,0.001259271,0.6961394],"genre_scores_gemma":[0.617794,0.0011009165,0.16268587,0.0031886944,0.00020482934,0.0001751649,0.00021705631,0.0009009531,0.21373257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989108,0.00054108986,0.00003198702,0.00021798913,0.00017792008,0.00012016307],"domain_scores_gemma":[0.9991352,0.00037703832,0.000024239464,0.00016157539,0.0002114707,0.00009047995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016811625,0.0007916503,0.00030822286,0.0011177134,0.004969125,0.00729613,0.0010460718,0.0020580324,0.014723743],"category_scores_gemma":[0.0048312624,0.00042903319,0.00080054614,0.0006068485,0.005721701,0.006830794,0.0023256547,0.00305234,0.0022313986],"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":[0.00001743899,0.000012451312,0.00033346855,0.000036162975,0.000015519305,0.00007245846,0.002935965,0.005520672,0.00033329462,0.9619836,0.016322033,0.012416793],"study_design_scores_gemma":[0.000030398542,0.000034905657,0.00023920751,0.000121929654,0.00003294803,0.00015016008,0.004496362,0.013946839,0.0019577425,0.5447055,0.43421662,0.0000673741],"about_ca_topic_score_codex":0.019674284,"about_ca_topic_score_gemma":0.0394732,"teacher_disagreement_score":0.019674284,"about_ca_system_score_codex":0.005492443,"about_ca_system_score_gemma":0.004403904,"threshold_uncertainty_score":0.049255848},"labels":[],"label_agreement":null},{"id":"W4413783504","doi":"10.17654/0972555525031","title":"PARADOXICAL -FACES DICE BUILT FROM MAGIC SQUARES","year":2025,"lang":"en","type":"article","venue":"JP Journal of Algebra Number Theory and Applications","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dice; Magic square; MAGIC (telescope); Art; Mathematics; Computer science; Artificial intelligence; Combinatorics; Geometry; Physics; Astronomy","score_opus":0.003976816312108283,"score_gpt":0.23675149952442645,"score_spread":0.23277468321231817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413783504","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":[0.4199071,0.00054938515,0.2256004,0.0015954449,0.0009099409,0.00019986073,0.00092433614,0.0013615293,0.34895203],"genre_scores_gemma":[0.92526275,0.00015139692,0.04341833,0.00042949765,0.00005556806,0.00010201852,0.0002971816,0.00016572622,0.030117547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99963045,0.000079525424,0.000016531101,0.00007042694,0.00012231583,0.00008076298],"domain_scores_gemma":[0.9993549,0.00020809201,0.000038713082,0.00018111513,0.00009460878,0.00012264193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041833462,0.000419276,0.0005055563,0.0005421483,0.0011092256,0.0014146873,0.0007160385,0.0009697506,0.022643939],"category_scores_gemma":[0.0022194362,0.00031981035,0.00042619652,0.0003705475,0.0016175915,0.0019605835,0.0023307132,0.001320645,0.0017526787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019544193,0.000022283979,0.00027589736,0.00006813275,0.000013999604,0.00032510885,0.00013444471,0.007352006,0.00550794,0.9698701,0.0051104315,0.011124232],"study_design_scores_gemma":[0.00008309791,0.00011305163,0.0003686335,0.00004383143,0.000018019375,0.0005978222,0.00013060002,0.043498702,0.0089546265,0.919905,0.026239086,0.000047491212],"about_ca_topic_score_codex":0.0003420351,"about_ca_topic_score_gemma":0.00075070554,"teacher_disagreement_score":0.022643939,"about_ca_system_score_codex":0.00047298582,"about_ca_system_score_gemma":0.0003319938,"threshold_uncertainty_score":0.07575154},"labels":[],"label_agreement":null},{"id":"W4413838275","doi":"10.24908/iqurcp19822","title":"Mass spectrometry as a catalyst for inclusive design practices","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Catalysis; Mass spectrometry; Chemistry; Chromatography; Organic chemistry","score_opus":0.07793241049797231,"score_gpt":0.3837261936547007,"score_spread":0.30579378315672834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413838275","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":[0.20237204,0.003314783,0.5211091,0.042183828,0.0009753701,0.00051404693,0.000051573534,0.0016581379,0.22782116],"genre_scores_gemma":[0.6868406,0.0014897761,0.2759938,0.0026168162,0.00017595344,0.0004997607,0.00005746889,0.0004831441,0.03184266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871105,0.008032195,0.0003541573,0.0011116741,0.002834926,0.0005564447],"domain_scores_gemma":[0.99010986,0.0040577212,0.0007549376,0.0028120566,0.0013917484,0.00087375834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01557888,0.0010116522,0.00037478097,0.0018591637,0.0036482047,0.0075832927,0.0025363609,0.0024978954,0.0055362987],"category_scores_gemma":[0.013781404,0.0006719038,0.0006486569,0.00072777923,0.013476559,0.006701943,0.013246368,0.0030709638,0.001910915],"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":[0.00013293768,0.00043414137,0.0046999305,0.0006228528,0.000068656555,0.00074725586,0.06733257,0.0037760588,0.017536918,0.6885998,0.01002311,0.20602573],"study_design_scores_gemma":[0.00007414205,0.00043062153,0.0023412097,0.0005702535,0.0000505251,0.0010154671,0.020359488,0.0074093314,0.015120445,0.41815847,0.53440326,0.00006674582],"about_ca_topic_score_codex":0.0007381454,"about_ca_topic_score_gemma":0.0011017602,"teacher_disagreement_score":0.01557888,"about_ca_system_score_codex":0.0032323233,"about_ca_system_score_gemma":0.003925131,"threshold_uncertainty_score":0.08239001},"labels":[],"label_agreement":null},{"id":"W4414014967","doi":"10.1364/optcon.573424","title":"Combined rule-based and generative artificial intelligence in the design of smartphone optics","year":2025,"lang":"en","type":"article","venue":"Optics Continuum","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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 Laval","funders":"European Research Executive Agency","keywords":"Generative grammar; Computer science; Artificial intelligence; Engineering; Human–computer interaction","score_opus":0.016650816931677224,"score_gpt":0.23049096219428747,"score_spread":0.21384014526261025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414014967","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":[0.025874814,0.00021616719,0.9695453,0.000107802305,0.000013249349,0.00005209903,0.000011739682,0.00012006173,0.0040586935],"genre_scores_gemma":[0.49250448,0.00032501572,0.50461733,0.0000646843,0.0000138856185,0.00012528239,0.000030519142,0.000051585674,0.0022671737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947244,0.00017806307,0.000025250716,0.00007491729,0.00021733098,0.000031983276],"domain_scores_gemma":[0.998889,0.0007076164,0.00008008375,0.00016554065,0.00013445583,0.000023235172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011046518,0.00043709623,0.00039051153,0.00055104843,0.00030360723,0.0008674366,0.00076590216,0.00060852815,0.0011981147],"category_scores_gemma":[0.0024042835,0.0004010834,0.0007314818,0.00040630694,0.0011771136,0.0008367447,0.0006164637,0.0007614071,0.00021566382],"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":[0.000028751861,0.000049117414,0.001032023,0.00017528216,0.000038093298,0.000108600536,0.00031303527,0.8535349,0.011358392,0.059712503,0.0002842688,0.073365144],"study_design_scores_gemma":[0.0000076222086,0.00006666897,0.00020512666,0.000018444276,0.000009300698,0.000050151517,0.000035260266,0.9790748,0.003040911,0.015687402,0.0017949265,0.0000093493245],"about_ca_topic_score_codex":0.0017084919,"about_ca_topic_score_gemma":0.0023776158,"teacher_disagreement_score":0.0017084919,"about_ca_system_score_codex":0.00068340014,"about_ca_system_score_gemma":0.0006770413,"threshold_uncertainty_score":0.00584203},"labels":[],"label_agreement":null},{"id":"W4414015814","doi":"10.11159/eee25.136","title":"Comparative Analysis of Nature-Inspired Optimization Algorithms for Partial Shading Conditions","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Shading; Computer science; Algorithm; Mathematical optimization; Mathematics; Computer graphics (images)","score_opus":0.007799398747692359,"score_gpt":0.24452520575301173,"score_spread":0.23672580700531937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414015814","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":[0.38120624,0.00701623,0.5823931,0.00056172436,0.0001542575,0.00015532464,0.00016803539,0.0005685854,0.027776549],"genre_scores_gemma":[0.8791137,0.0018922606,0.116474696,0.00008049369,0.00003781698,0.0001246259,0.00022277966,0.00008746754,0.0019662248],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995472,0.000161278,0.000029074024,0.000048198865,0.0001726998,0.00004159006],"domain_scores_gemma":[0.9984945,0.00107132,0.00010270939,0.00006380169,0.00024273862,0.000024999761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013098763,0.0006752528,0.0007257779,0.0011257575,0.0003238879,0.00074106053,0.00049697445,0.0007393147,0.0009635781],"category_scores_gemma":[0.0033449093,0.00019569391,0.00074725633,0.00095340237,0.0002936535,0.0006074347,0.00035075698,0.0004133951,0.00013096597],"study_design_candidate":"bench_or_experimental","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":[0.000084757135,0.000064805696,0.001862583,0.00012858136,0.0000855538,0.000035667465,0.000039889324,0.93088233,0.0011450014,0.004615438,0.0004390524,0.060616434],"study_design_scores_gemma":[0.00000579101,0.000049720813,0.0007264881,0.0000071902573,0.00001452742,0.000017550625,0.000010499673,0.99770087,0.0004301698,0.00064975285,0.00038342373,0.0000039838897],"about_ca_topic_score_codex":0.0036502192,"about_ca_topic_score_gemma":0.0024592716,"teacher_disagreement_score":0.0036502192,"about_ca_system_score_codex":0.0006104483,"about_ca_system_score_gemma":0.0007265433,"threshold_uncertainty_score":0.0072579384},"labels":[],"label_agreement":null},{"id":"W4414043660","doi":"10.5206/cjils-rcsib.v48i2.23115","title":"The Emergence of the Placial-Technical: Digital Placemaking as Information Practice","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Placemaking; Situated; Meaning (existential); Representation (politics); Field (mathematics); Construct (python library); Generative grammar; Digital media; Information system","score_opus":0.0017365295299060994,"score_gpt":0.17985259137465404,"score_spread":0.17811606184474793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414043660","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":[0.09719366,0.014045142,0.2552398,0.0639084,0.0008764717,0.00021183828,0.000107134736,0.0001926205,0.5682249],"genre_scores_gemma":[0.96682656,0.0033480744,0.02179816,0.0010312332,0.00017678278,0.00011946298,0.000029724179,0.00007548301,0.0065945764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99083626,0.0056943335,0.00027996808,0.0010607704,0.0015662494,0.0005625103],"domain_scores_gemma":[0.9893986,0.006584306,0.0007040326,0.001691459,0.00079379143,0.0008278121],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010442982,0.0006691346,0.0006510278,0.00472504,0.007815201,0.01955184,0.001965274,0.004945075,0.0041865217],"category_scores_gemma":[0.0115920445,0.0005494067,0.00058450026,0.0037880929,0.12365091,0.025525473,0.013224285,0.00496784,0.00047417896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066125285,0.000006193298,0.00019249412,0.00004948724,0.0000014414461,0.0000552757,0.023718964,0.00012195722,0.00008661863,0.9703725,0.00025059032,0.0051377504],"study_design_scores_gemma":[0.00001464433,0.00003623656,0.00088516704,0.00031234755,0.0000078664025,0.00038385144,0.03725056,0.0015620663,0.00035262387,0.8301106,0.12904893,0.00003506746],"about_ca_topic_score_codex":0.0056657777,"about_ca_topic_score_gemma":0.006018813,"teacher_disagreement_score":0.9921848,"about_ca_system_score_codex":0.009592785,"about_ca_system_score_gemma":0.0062601534,"threshold_uncertainty_score":0.06960088},"labels":[],"label_agreement":null},{"id":"W4414105362","doi":"10.1017/9781009604987.022","title":"On Complete Blending","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Architecture and Computational Design","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":"University of Toronto","funders":"","keywords":"Set (abstract data type); Quality (philosophy); Key (lock); Information system; Relation (database)","score_opus":0.016226896733157165,"score_gpt":0.17492713001485033,"score_spread":0.15870023328169316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414105362","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":[0.0036283853,0.010909959,0.19042893,0.0014796064,0.0024545968,0.00012353068,0.00071595155,0.0031000231,0.7871591],"genre_scores_gemma":[0.05167284,0.012793157,0.08562483,0.00094783923,0.0007587346,0.00015263859,0.0025918947,0.004428966,0.84102905],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99943405,0.00006413357,0.000031159954,0.00011155712,0.000314456,0.00004466191],"domain_scores_gemma":[0.9996432,0.000064089756,0.000011343433,0.00014358826,0.00010809728,0.00002968058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057005323,0.001021785,0.00074653,0.001458868,0.001004904,0.0029356035,0.0011770036,0.0009332925,0.16363256],"category_scores_gemma":[0.0018291702,0.00053675123,0.00081445894,0.0018895279,0.0010843684,0.005102892,0.002836337,0.001713621,0.050898407],"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":[0.00009566063,0.000044914414,0.000106729065,0.0004151734,0.00002042307,0.00016306071,0.00032805666,0.0031478396,0.004425046,0.22142814,0.16557138,0.6042536],"study_design_scores_gemma":[0.000008308733,0.000027254926,0.00017796853,0.00016676604,0.0000096266685,0.00022116014,0.00010143,0.002695418,0.0025235696,0.1090929,0.8849601,0.00001547047],"about_ca_topic_score_codex":0.00071361003,"about_ca_topic_score_gemma":0.0012621814,"teacher_disagreement_score":0.16363256,"about_ca_system_score_codex":0.00069601665,"about_ca_system_score_gemma":0.0004734789,"threshold_uncertainty_score":0.5474054},"labels":[],"label_agreement":null},{"id":"W4414487729","doi":"","title":"Editorial du Numéro 4 de la revue DNArchi : Cartographier la diversité des pratiques numériques pour l’architecture : observations, réflexions et méthodes","year":2023,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Architecture and Computational Design","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":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Architecture; Narrative; Process (computing); Digital transformation; Best practice","score_opus":0.01097811514093367,"score_gpt":0.22330913057435803,"score_spread":0.21233101543342436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414487729","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015852829,0.0880504,0.0068114544,0.0957709,0.7753326,0.00008671916,0.0001830043,0.00024148921,0.031938165],"genre_scores_gemma":[0.022401119,0.07190992,0.006101228,0.025885984,0.78001344,0.00022556706,0.0002512912,0.0007322835,0.092479154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99498135,0.0015508074,0.000323022,0.0006848567,0.002282676,0.00017738403],"domain_scores_gemma":[0.9787501,0.012435147,0.00087882,0.00087426335,0.0060255034,0.0010362009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005347865,0.0011719173,0.0012179276,0.005156357,0.0031599905,0.008883421,0.0016495176,0.0035070546,0.01039469],"category_scores_gemma":[0.016647162,0.0005115219,0.0011287228,0.002993462,0.0052765794,0.0042649284,0.0018364814,0.005239629,0.0040377844],"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":[0.000048614365,0.000029609191,0.0002624131,0.0007758004,0.000020862628,0.00012494164,0.0008816733,0.00015735171,0.00039199833,0.017362982,0.941921,0.038022723],"study_design_scores_gemma":[0.000005533296,0.000014556898,0.00029636986,0.00035419548,0.000009447653,0.00008377692,0.00023325825,0.00012699653,0.00016364224,0.0015081385,0.9971944,0.000009695765],"about_ca_topic_score_codex":0.0031169767,"about_ca_topic_score_gemma":0.0046539526,"teacher_disagreement_score":0.01039469,"about_ca_system_score_codex":0.003959127,"about_ca_system_score_gemma":0.0036144296,"threshold_uncertainty_score":0.034773707},"labels":[],"label_agreement":null},{"id":"W4414672813","doi":"10.5539/jsd.v18n6p12","title":"Building a Greener Future: The Compelling Sustainability Case for Mass Timber Construction","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Carbon footprint; Sustainability; Resource (disambiguation); Climate change; Sustainable forest management; Ecological footprint; Supply chain; Consumption (sociology); Embodied energy","score_opus":0.004865002724115422,"score_gpt":0.22391613001557156,"score_spread":0.21905112729145615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414672813","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":[0.4815315,0.0050761127,0.057960495,0.088954784,0.00030465345,0.00008053298,0.00033343208,0.00015765711,0.36560094],"genre_scores_gemma":[0.9836721,0.0011369982,0.006789751,0.00077111676,0.000037464808,0.00001884104,0.00003524901,0.000029912135,0.0075086127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994373,0.00021102908,0.000004898844,0.000058674417,0.00015949072,0.00012862112],"domain_scores_gemma":[0.99959,0.00016398846,0.000033756318,0.000038480764,0.00007818368,0.00009568619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561993,0.00028173308,0.00018518689,0.0003868109,0.0031279991,0.0034427566,0.0009525547,0.0021964125,0.003065191],"category_scores_gemma":[0.0011039308,0.00017583442,0.00031763717,0.00065670355,0.0063430048,0.0026581492,0.001509706,0.0015708999,0.0002631929],"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":[0.00003713105,0.00003262348,0.0022253024,0.000059892962,0.00000759229,0.00086200604,0.0018009784,0.029659994,0.0009829773,0.94259214,0.006102494,0.015636977],"study_design_scores_gemma":[0.000026624708,0.00008330174,0.0047888886,0.00019486326,0.000023136668,0.0007054977,0.012006266,0.088633336,0.0017130635,0.59623706,0.29550028,0.00008771281],"about_ca_topic_score_codex":0.18704487,"about_ca_topic_score_gemma":0.3385325,"teacher_disagreement_score":0.18704487,"about_ca_system_score_codex":0.0076304805,"about_ca_system_score_gemma":0.0047836574,"threshold_uncertainty_score":0.3719123},"labels":[],"label_agreement":null},{"id":"W4414763186","doi":"10.21625/resourceedings.v5i2.1210","title":"WOOD-SKIN: Designing with Nature-Translating Natural Complexity Through Computational Workflows and Material-Centered Fabrication","year":2025,"lang":"en","type":"article","venue":"Resourceedings","topic":"Architecture and Computational Design","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":"SKiN Health","funders":"","keywords":"Workflow; Context (archaeology); Ontology; Embedding; Process (computing); Natural (archaeology); Computational model","score_opus":0.011029596799924494,"score_gpt":0.22761396437870568,"score_spread":0.2165843675787812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414763186","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":[0.019507961,0.0008545171,0.904193,0.002904535,0.0001588999,0.00016516297,0.000061768704,0.000694786,0.07145933],"genre_scores_gemma":[0.25321946,0.0013685457,0.7306478,0.00054505817,0.000055579017,0.0003376593,0.00014181924,0.00041525476,0.0132689485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976272,0.001212839,0.00011515911,0.00045704955,0.0004328451,0.00015493942],"domain_scores_gemma":[0.99712306,0.0015598445,0.00015248932,0.0008728531,0.00015809917,0.00013364654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035163055,0.00086350215,0.00040112948,0.0016215838,0.001883444,0.007283935,0.0021900649,0.0018317638,0.005737252],"category_scores_gemma":[0.0049571525,0.00057237386,0.001046315,0.0011086848,0.014588383,0.009208874,0.005348497,0.0018060851,0.0011137399],"study_design_candidate":"bench_or_experimental","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":[0.000018466184,0.00005248029,0.0005987996,0.00028573844,0.0000162815,0.00018966298,0.005701106,0.011500389,0.002919008,0.9279226,0.00167009,0.049125385],"study_design_scores_gemma":[0.000029113728,0.00009400805,0.0005170761,0.00034163365,0.000027735512,0.000411969,0.0041271048,0.028600551,0.006193008,0.73025006,0.22935387,0.00005388337],"about_ca_topic_score_codex":0.0017464668,"about_ca_topic_score_gemma":0.0026126252,"teacher_disagreement_score":0.007283935,"about_ca_system_score_codex":0.0021150392,"about_ca_system_score_gemma":0.0033592896,"threshold_uncertainty_score":0.019192994},"labels":[],"label_agreement":null},{"id":"W4415230647","doi":"10.1609/aies.v8i3.36710","title":"Collective Agency in Art-making: Towards Community-centric Design of Text-to-Image (T2I) AI Tools","year":2025,"lang":"en","type":"article","venue":"Proceedings of the AAAI/ACM Conference on AI Ethics and Society","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Agency (philosophy); Creativity; Sense of agency; Compensation (psychology); Relation (database); Closure (psychology); Collective intelligence","score_opus":0.06569105961330506,"score_gpt":0.31502811752422144,"score_spread":0.24933705791091637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415230647","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":[0.12597598,0.00030256627,0.7909243,0.0043048006,0.0001272928,0.0014270026,0.00006536887,0.0009507352,0.07592195],"genre_scores_gemma":[0.7400466,0.00013704825,0.2516206,0.00033548227,0.0000355541,0.0013344615,0.00009322236,0.00033189333,0.0060651256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9820486,0.012696439,0.00060197385,0.0019956625,0.0017160982,0.00094116695],"domain_scores_gemma":[0.9785809,0.011591695,0.0018878861,0.003990325,0.0017787406,0.0021704128],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017381363,0.0009881209,0.00047556634,0.0027371112,0.00511079,0.010261723,0.003691848,0.0020895198,0.006691824],"category_scores_gemma":[0.026134398,0.0007120116,0.0011570244,0.0010874283,0.015214254,0.008389643,0.012162686,0.0024319214,0.0011643165],"study_design_candidate":"qualitative","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":[0.00030707425,0.0009863853,0.011838345,0.0009875353,0.00015132436,0.0013295916,0.23898989,0.01891753,0.016451957,0.4778729,0.006318379,0.22584899],"study_design_scores_gemma":[0.00026685957,0.0005376992,0.004896272,0.00056980364,0.00015289303,0.00081378064,0.09837031,0.10082081,0.01233689,0.5864857,0.1946048,0.00014407666],"about_ca_topic_score_codex":0.0013913818,"about_ca_topic_score_gemma":0.001968985,"teacher_disagreement_score":0.9948892,"about_ca_system_score_codex":0.0028769197,"about_ca_system_score_gemma":0.0045907274,"threshold_uncertainty_score":0.09192246},"labels":[],"label_agreement":null},{"id":"W4415273165","doi":"","title":"Shape optimisation of the energy efficiency of building retrofitted facade","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Architecture and Computational Design","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 Sherbrooke","funders":"","keywords":"Efficient energy use; Facade; Energy (signal processing); Energy consumption; Renewable energy","score_opus":0.011019701041749942,"score_gpt":0.20887501666499686,"score_spread":0.19785531562324693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415273165","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":[0.8869867,0.00032879732,0.08468741,0.000084226114,0.000039806433,0.000021503716,0.00017944672,0.00042291672,0.02724929],"genre_scores_gemma":[0.99529594,0.00004377888,0.0033094096,0.000005200023,0.0000020912719,0.000005804177,0.000042004238,0.000050572988,0.0012451173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998801,0.000023526081,0.0000028535121,0.000016729186,0.00004906315,0.00002764217],"domain_scores_gemma":[0.99981314,0.00007521728,0.000018604784,0.000032256583,0.00004802593,0.000012754108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021123544,0.0003775609,0.00046556132,0.0004366852,0.00017140932,0.00060413097,0.0003756194,0.0005208453,0.0034125699],"category_scores_gemma":[0.0005882712,0.0001802195,0.0004441688,0.00050599355,0.00024009947,0.00021643507,0.0003250024,0.00022200301,0.00046785935],"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":[0.00022137641,0.00003650358,0.0012597293,0.000057558365,0.000018955354,0.000044784498,0.000029238761,0.946137,0.025101306,0.0010449445,0.00020316172,0.025845379],"study_design_scores_gemma":[0.0000135586,0.00018660589,0.0041132034,0.000008626618,0.000023913313,0.0000448615,0.000057492885,0.9774146,0.01621581,0.00080858974,0.0011005643,0.0000122539295],"about_ca_topic_score_codex":0.0017565466,"about_ca_topic_score_gemma":0.0024207986,"teacher_disagreement_score":0.0034125699,"about_ca_system_score_codex":0.0003982814,"about_ca_system_score_gemma":0.00022708405,"threshold_uncertainty_score":0.011416197},"labels":[],"label_agreement":null},{"id":"W4415440327","doi":"10.1680/jenes.25.00001","title":"Developing a design framework for 3D-printed modular living walls: a systematic review","year":2025,"lang":"en","type":"review","venue":"Journal of Environmental Engineering and Science","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Modular design; Component (thermodynamics); Process (computing); Sustainable design; Scopus; Software; Design process; Sustainable development","score_opus":0.01958691168368758,"score_gpt":0.25687074789322556,"score_spread":0.23728383620953797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415440327","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":[0.0012039652,0.9823631,0.006326742,0.0016997026,0.00036413316,0.0055655926,0.00084556866,0.000052515046,0.0015785826],"genre_scores_gemma":[0.017289137,0.93593746,0.031981762,0.0015056175,0.00011428423,0.0116504,0.0008987676,0.000026052028,0.0005965021],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9781399,0.008596506,0.0074120928,0.001308757,0.0040520052,0.000490767],"domain_scores_gemma":[0.9586942,0.028626163,0.005787791,0.000798572,0.0056186905,0.00047455134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032045122,0.002619376,0.0065308074,0.03853089,0.0016950486,0.005623819,0.003947199,0.0028753593,0.005012372],"category_scores_gemma":[0.06895694,0.0014271126,0.008306948,0.020534342,0.0019395448,0.0068645612,0.003998259,0.0020566767,0.00069057307],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005006248,0.00003705986,0.00042181672,0.8507012,0.001474723,0.00019759068,0.0012739929,0.00059390283,0.00029584806,0.005595264,0.0034792311,0.13587934],"study_design_scores_gemma":[0.00008014595,0.00011191817,0.0007552445,0.9267334,0.006943944,0.00027487148,0.0012930776,0.00029744738,0.00021914562,0.0023377538,0.06089476,0.000058331945],"about_ca_topic_score_codex":0.011115711,"about_ca_topic_score_gemma":0.032539997,"teacher_disagreement_score":0.03853089,"about_ca_system_score_codex":0.009981897,"about_ca_system_score_gemma":0.041668065,"threshold_uncertainty_score":0.16947287},"labels":[],"label_agreement":null},{"id":"W4416273935","doi":"10.70315/uloap.ulete.2025.0204005","title":"An Engineering and Operational Review of Modern Aluminum Sliding Systems for Large-Format Glazing","year":2025,"lang":"","type":"article","venue":"Universal library of engineering technology.","topic":"Architecture and Computational Design","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":"Institute of Cosmetic and Laser Surgery","funders":"","keywords":"Transparency (behavior); Context (archaeology); Key (lock); Relevance (law); Glazing; Work (physics); Aerospace","score_opus":0.0043970077476073646,"score_gpt":0.18806892094584204,"score_spread":0.18367191319823467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416273935","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":[0.010132879,0.8552966,0.08321176,0.0013080359,0.0018133058,0.0000721183,0.00012771765,0.00015272833,0.047884855],"genre_scores_gemma":[0.121630326,0.81206846,0.040521815,0.0004915277,0.0016148775,0.000064690896,0.00038121486,0.00013240016,0.023094675],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989471,0.00020198285,0.00010929169,0.00009514,0.00057587976,0.00007057424],"domain_scores_gemma":[0.9989962,0.0003357876,0.00009915044,0.000069029564,0.0004699963,0.000029712357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012360393,0.00084225583,0.000513587,0.0023376502,0.00050045963,0.001383267,0.0009000847,0.0007981395,0.0039161104],"category_scores_gemma":[0.0014491002,0.0005202787,0.00062639714,0.0031480044,0.0007418529,0.0014071501,0.00061904103,0.00085155666,0.0013945026],"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":[0.00007789905,0.00008455725,0.00079538947,0.0073568174,0.00006239893,0.00026006153,0.00031208975,0.02884572,0.013134796,0.05411282,0.024438262,0.87051916],"study_design_scores_gemma":[0.0000040636583,0.00024808923,0.002024242,0.0012887091,0.000053483553,0.00074484537,0.0002496571,0.006591662,0.007199958,0.007700159,0.9738442,0.000050753482],"about_ca_topic_score_codex":0.0017615603,"about_ca_topic_score_gemma":0.002762987,"teacher_disagreement_score":0.0039161104,"about_ca_system_score_codex":0.0010088375,"about_ca_system_score_gemma":0.0010940613,"threshold_uncertainty_score":0.013100684},"labels":[],"label_agreement":null},{"id":"W4417213260","doi":"10.18280/ijsdp.201016","title":"Enhancing Urban Spaces in Baghdad: The Role of Digital Technologies in Al-Ummah Park","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mustansiriyah University","keywords":"Urban planning; Digital transformation; Emerging technologies; Key (lock); Urban space","score_opus":0.004346953767432924,"score_gpt":0.21832373231771415,"score_spread":0.21397677855028122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417213260","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":[0.9765474,0.0019858284,0.0003844408,0.0018905343,0.00007705559,0.000045204615,0.00004766474,0.000026623124,0.018995244],"genre_scores_gemma":[0.99352396,0.0009508706,0.0006280668,0.000200445,0.000023952738,0.00002149601,0.000026889213,0.0000042975494,0.004620046],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994497,0.00023189634,0.000010347567,0.000048637605,0.00007473632,0.00018476156],"domain_scores_gemma":[0.99942064,0.00014404465,0.00008572097,0.00001682066,0.000053542688,0.0002793766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005871875,0.0002524357,0.00015333912,0.00074009853,0.0048836977,0.003282217,0.00083805324,0.00091572286,0.0051276777],"category_scores_gemma":[0.00061496114,0.00020950282,0.00019342938,0.0011840154,0.0020712398,0.0016344228,0.0024590162,0.0006169639,0.00044454352],"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":[0.00048221572,0.0025792166,0.22013046,0.0028214843,0.000092443945,0.016597437,0.3955316,0.0017114286,0.013974044,0.025821835,0.021662015,0.2985959],"study_design_scores_gemma":[0.000032632634,0.0006823668,0.2555015,0.00040166854,0.000063556254,0.0027944893,0.6090141,0.0007777305,0.0014875279,0.0013795169,0.12777744,0.000087498265],"about_ca_topic_score_codex":0.016530348,"about_ca_topic_score_gemma":0.05323813,"teacher_disagreement_score":0.016530348,"about_ca_system_score_codex":0.0027747906,"about_ca_system_score_gemma":0.0026054482,"threshold_uncertainty_score":0.032868207},"labels":[],"label_agreement":null},{"id":"W565528683","doi":"","title":"I used to be a design student : then, now","year":2013,"lang":"en","type":"book","venue":"","topic":"Architecture and Computational 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":"Studio; Art history; Art; Performance art; Humanities; Cartography; Sociology; Visual arts; Geography","score_opus":0.032161621962069335,"score_gpt":0.23561613219139127,"score_spread":0.20345451022932193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W565528683","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":[0.03806012,0.023432188,0.009221677,0.29486436,0.031049475,0.00035420674,0.00072439184,0.0024398242,0.59985375],"genre_scores_gemma":[0.093134776,0.005392356,0.0033691057,0.037705433,0.0014546253,0.00034555438,0.00032628575,0.0008303047,0.85744166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923804,0.0024338374,0.00024710837,0.00123586,0.0020516936,0.0016511034],"domain_scores_gemma":[0.9851237,0.00092424586,0.00062774227,0.001503067,0.0041800905,0.007641175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005187072,0.0010430341,0.0009997364,0.0020391275,0.015333825,0.023157457,0.001485148,0.004664206,0.11154174],"category_scores_gemma":[0.017424336,0.00078397273,0.0010857267,0.0018747626,0.0074935146,0.012607752,0.009557589,0.008815724,0.07417152],"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":[0.000100411584,0.00021870542,0.0073988917,0.00017863362,0.000019143574,0.00036419334,0.058195975,0.000064550375,0.0007586316,0.017988425,0.75212276,0.16258962],"study_design_scores_gemma":[0.000008864258,0.000063196996,0.0014318178,0.00028461294,0.0000064819897,0.0003776882,0.04661406,0.000029206687,0.00012629225,0.0017254713,0.94930226,0.000030039722],"about_ca_topic_score_codex":0.0075080786,"about_ca_topic_score_gemma":0.011881291,"teacher_disagreement_score":0.11154174,"about_ca_system_score_codex":0.0047130072,"about_ca_system_score_gemma":0.00790052,"threshold_uncertainty_score":0.37314433},"labels":[],"label_agreement":null},{"id":"W579867023","doi":"","title":"Mitchell F. Chan: Traditional Strategies in Building","year":2009,"lang":"en","type":"article","venue":"Vie des arts","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.026272161484749694,"score_gpt":0.22713754132533207,"score_spread":0.20086537984058236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W579867023","genre_codex":"methods","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":[0.010336121,0.022430021,0.51476693,0.059337925,0.0022701623,0.00008059042,0.00029967623,0.0014317426,0.38904685],"genre_scores_gemma":[0.35132295,0.019538723,0.30466127,0.0039628544,0.0006471403,0.0002179198,0.0003930251,0.0012102777,0.3180458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911004,0.00034859625,0.0000356107,0.0001381272,0.0002800395,0.000087604785],"domain_scores_gemma":[0.9989605,0.0004079551,0.00005023332,0.00020658925,0.00022965166,0.00014510231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016602128,0.0007074822,0.0003662502,0.0011490476,0.0022317148,0.0034429908,0.0017371889,0.0028300444,0.026444837],"category_scores_gemma":[0.005452219,0.0004924815,0.00047548203,0.0015502534,0.0056887656,0.011482141,0.0029630333,0.0024987047,0.005613775],"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":[0.00003713765,0.0000140375605,0.00023695728,0.000085461616,0.000010003292,0.00011851271,0.0012193604,0.0017533285,0.00028250777,0.8846262,0.06944005,0.042176403],"study_design_scores_gemma":[0.000019804664,0.00002056943,0.00027996296,0.00015260131,0.000018632976,0.00019343355,0.0010232789,0.004811254,0.0014997941,0.6355185,0.35643423,0.000027849766],"about_ca_topic_score_codex":0.0069336398,"about_ca_topic_score_gemma":0.013477675,"teacher_disagreement_score":0.026444837,"about_ca_system_score_codex":0.0019470128,"about_ca_system_score_gemma":0.0013506081,"threshold_uncertainty_score":0.08846676},"labels":[],"label_agreement":null},{"id":"W585840545","doi":"","title":"A conversation with Frei Otto","year":2010,"lang":"en","type":"book","venue":"Princeton Architectural Press eBooks","topic":"Architecture and Computational Design","field":"Engineering","cited_by":31,"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":"Conversation; Pavilion; German; Ingenuity; Architecture; Art history; Stadium; Art; Engineering; Visual arts; History; Philosophy; Linguistics; Civil engineering; Epistemology; Archaeology","score_opus":0.009213578838525778,"score_gpt":0.1767546551254049,"score_spread":0.16754107628687911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585840545","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":[0.011436444,0.053436954,0.0013789012,0.1489863,0.014396632,0.00004311004,0.00040475358,0.00037413812,0.7695429],"genre_scores_gemma":[0.087742686,0.014599849,0.0009460205,0.026885979,0.0016716004,0.00006966143,0.00021944594,0.000404508,0.86746025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908054,0.0002852166,0.000020194097,0.00013142987,0.00025799384,0.00022463192],"domain_scores_gemma":[0.9995747,0.00021184697,0.00001735652,0.00001754347,0.00008401478,0.00009443955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012347944,0.00097245455,0.00049099076,0.0014572123,0.012145339,0.005376272,0.00069693866,0.0029480767,0.018121924],"category_scores_gemma":[0.0017481502,0.00049038295,0.00026708908,0.0015950857,0.0055262083,0.0056672124,0.0024959785,0.003840894,0.0076255575],"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":[0.000025665886,0.00001561002,0.00014874015,0.00006737843,0.0000021829298,0.00024403514,0.02515538,0.00007316475,0.00023364408,0.07221449,0.8848186,0.017001135],"study_design_scores_gemma":[9.4311554e-7,0.0000023861087,0.0000955185,0.00005625294,9.803213e-7,0.00008220683,0.0035305137,0.000017897624,0.00006194678,0.0011094712,0.9950341,0.000007876911],"about_ca_topic_score_codex":0.06768351,"about_ca_topic_score_gemma":0.15786928,"teacher_disagreement_score":0.06768351,"about_ca_system_score_codex":0.0114937285,"about_ca_system_score_gemma":0.0038280261,"threshold_uncertainty_score":0.13457912},"labels":[],"label_agreement":null},{"id":"W589523699","doi":"","title":"'Bunting' (coloured) Dimensions variable.","year":2012,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Bunting; Exhibition; Visual arts; Art gallery; Downtown; Art; Art history; Quarter (Canadian coin); Archaeology; Engineering; History; Geology","score_opus":0.0081920038568523,"score_gpt":0.18788513031139045,"score_spread":0.17969312645453817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W589523699","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":[0.116639204,0.002748589,0.12336427,0.0022902833,0.005926676,0.00049555465,0.006483683,0.008321692,0.73372996],"genre_scores_gemma":[0.46025968,0.0015138857,0.121983044,0.0016281246,0.00021905822,0.00057969004,0.0038213378,0.0041743456,0.40582082],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993352,0.000060103484,0.00002887041,0.00016931114,0.00031331286,0.000093229224],"domain_scores_gemma":[0.9993407,0.00009174278,0.00003865015,0.00019652273,0.00023570067,0.00009663298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045466705,0.00069223583,0.0004006036,0.00079893734,0.0012097014,0.0025319143,0.00080698554,0.00089620077,0.07265197],"category_scores_gemma":[0.001167994,0.00063500635,0.00027350776,0.001424454,0.001389356,0.0016299651,0.0018004571,0.0015355356,0.015524827],"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":[0.0007832223,0.00014383267,0.0033231792,0.00081826135,0.000036353485,0.0008832866,0.0028394866,0.00405709,0.29836538,0.090749525,0.23217322,0.3658272],"study_design_scores_gemma":[0.000039543607,0.00025464993,0.008253347,0.00007330429,0.000030999174,0.001059646,0.00089693733,0.0020222783,0.052472807,0.00679558,0.92797804,0.00012295679],"about_ca_topic_score_codex":0.0025617224,"about_ca_topic_score_gemma":0.00667913,"teacher_disagreement_score":0.07265197,"about_ca_system_score_codex":0.0006129027,"about_ca_system_score_gemma":0.0007140665,"threshold_uncertainty_score":0.24304503},"labels":[],"label_agreement":null},{"id":"W591199681","doi":"","title":"Steidle + Partner : Wohnquartier Freischützstra_e, München","year":2003,"lang":"de","type":"article","venue":"Medical Entomology and Zoology","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Architectural engineering; Estate; Tower; Real estate; City block; Housing estate; Subject (documents); Engineering; Civil engineering; History; Archaeology; Computer science; Political science; Law; Library science","score_opus":0.009204617453385942,"score_gpt":0.23131727778779962,"score_spread":0.22211266033441368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W591199681","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":[0.01115741,0.017225854,0.0034153787,0.0103588505,0.004624155,0.00034515886,0.01172682,0.004998149,0.9361482],"genre_scores_gemma":[0.02522657,0.0068655945,0.0019384748,0.00090765284,0.00032057284,0.00018080231,0.0042482936,0.0014315639,0.9588806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998733,0.00009758093,0.000051103474,0.00053331244,0.00026472128,0.00032043742],"domain_scores_gemma":[0.9991849,0.00013943744,0.00006496507,0.00009399299,0.00015062453,0.00036606006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065771193,0.002294559,0.0012545197,0.0015231654,0.0015595685,0.004279279,0.0016959567,0.0025929566,0.80021805],"category_scores_gemma":[0.0011841316,0.0006786537,0.00053289504,0.0015451957,0.00074559863,0.0036870367,0.003785639,0.0020080062,0.6951164],"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":[0.00073837023,0.00038351706,0.0013696767,0.0009789375,0.000035360335,0.00081989466,0.00034679534,0.00085874094,0.0034638892,0.013508793,0.51289487,0.46460116],"study_design_scores_gemma":[0.000047980797,0.000105522886,0.0015787435,0.00019285212,0.0000145787135,0.0005159125,0.00016199065,0.0003146191,0.0015421594,0.0016774748,0.99382424,0.000023932002],"about_ca_topic_score_codex":0.002656145,"about_ca_topic_score_gemma":0.0028879317,"teacher_disagreement_score":0.80021805,"about_ca_system_score_codex":0.0010646695,"about_ca_system_score_gemma":0.0014516708,"threshold_uncertainty_score":0.28496474},"labels":[],"label_agreement":null},{"id":"W602747969","doi":"10.1007/978-3-662-47386-3_6","title":"Interrogating Interactive and Responsive Architecture: The Quest of a Technological Solution Looking for an Architectural Problem","year":2015,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Architecture and Computational Design","field":"Engineering","cited_by":10,"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":"Architecture; Context (archaeology); Computer science; Architectural engineering; Engineering; History; Art; Visual arts","score_opus":0.04154967384901452,"score_gpt":0.2963814282483316,"score_spread":0.25483175439931705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W602747969","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018478397,0.018532276,0.16235442,0.041725133,0.0010275367,0.00004121335,0.0000655604,0.00044149344,0.7573339],"genre_scores_gemma":[0.6205472,0.021137582,0.0972281,0.0064392122,0.00087702903,0.00021518157,0.0001640002,0.00070143724,0.25269017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992472,0.0003747435,0.0000146455895,0.00010811146,0.00016527201,0.00009005226],"domain_scores_gemma":[0.99916387,0.0005644123,0.000028558266,0.00011799957,0.00006912145,0.000056095803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012578316,0.0007030556,0.00050957815,0.00061992876,0.0018018931,0.0075457697,0.0016978395,0.0031695354,0.010347198],"category_scores_gemma":[0.0022455747,0.00041501125,0.0004054667,0.0008302547,0.017497601,0.011724008,0.0028388952,0.00464934,0.0023522703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037040202,0.000005163172,0.000026018213,0.00003015044,0.0000018921098,0.000019492709,0.0014953868,0.00048933073,0.0003297404,0.98782045,0.003581374,0.0061972076],"study_design_scores_gemma":[0.0000035417588,0.000007206009,0.00003753567,0.00006783931,0.000002350698,0.000051451087,0.0014353209,0.0017098006,0.000469863,0.8911046,0.10510096,0.000009546629],"about_ca_topic_score_codex":0.0018754096,"about_ca_topic_score_gemma":0.0024452854,"teacher_disagreement_score":0.010347198,"about_ca_system_score_codex":0.0020340125,"about_ca_system_score_gemma":0.0017351963,"threshold_uncertainty_score":0.0346148},"labels":[],"label_agreement":null},{"id":"W603141878","doi":"","title":"Emergence : morphogenetic design strategies","year":2004,"lang":"en","type":"book","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":70,"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":"Conversation; Art history; Architecture; Sociology; Art; Humanities; Visual arts","score_opus":0.02626309529114053,"score_gpt":0.2387389835966007,"score_spread":0.21247588830546016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W603141878","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":[0.002927901,0.05897572,0.053336572,0.076254785,0.038121868,0.000103137914,0.00032943534,0.0006166372,0.7693341],"genre_scores_gemma":[0.20618361,0.044431243,0.024880625,0.016314467,0.028698722,0.0002965698,0.00045139864,0.00096786395,0.6777755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920815,0.00026898563,0.00003893828,0.00017002255,0.0002638109,0.000050060004],"domain_scores_gemma":[0.9991084,0.00042521767,0.000056275512,0.00012554556,0.00019107005,0.00009357475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011278915,0.00064113684,0.00033722678,0.0013837934,0.0018602463,0.004830833,0.0008191797,0.0015794112,0.028213259],"category_scores_gemma":[0.0035867384,0.00031935243,0.0006610233,0.0005164716,0.0059607155,0.003266218,0.0018188106,0.0024265298,0.005596563],"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":[0.000012431712,0.0000062736563,0.00008791305,0.00010344611,0.000008088837,0.0000790999,0.00064993027,0.0006737497,0.00027807368,0.74924374,0.2050176,0.04383961],"study_design_scores_gemma":[0.0000035299852,0.000005114567,0.000078235345,0.00009492034,0.000003648129,0.00007044845,0.00015194171,0.00030830395,0.000113563714,0.09099812,0.9081668,0.0000053721847],"about_ca_topic_score_codex":0.0014050611,"about_ca_topic_score_gemma":0.002623862,"teacher_disagreement_score":0.028213259,"about_ca_system_score_codex":0.0022402285,"about_ca_system_score_gemma":0.0012773587,"threshold_uncertainty_score":0.09438276},"labels":[],"label_agreement":null},{"id":"W621303676","doi":"","title":"UNStudio : the floating space","year":2007,"lang":"en","type":"book","venue":"Taschen eBooks","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Studio; Architecture; Erasmus+; Space (punctuation); Modernism (music); Bridge (graph theory); Architectural engineering; Hierarchy; Engineering; Visual arts; Art history; Art; Computer science; Political science; The Renaissance","score_opus":0.009774976011301222,"score_gpt":0.19307164265396906,"score_spread":0.18329666664266783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621303676","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":[0.0019194834,0.008083328,0.012239321,0.0011174198,0.0010783736,0.00001550431,0.0001159904,0.00033968798,0.97509086],"genre_scores_gemma":[0.02182597,0.0030927067,0.004593018,0.0004106424,0.00011140111,0.000026442021,0.00017592435,0.000425365,0.96933854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982685,0.000026458682,0.0000050398075,0.000033414195,0.00007809891,0.000030195877],"domain_scores_gemma":[0.9999219,0.000023449002,0.0000037352816,0.000015717413,0.000018951008,0.000016226484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001818176,0.0006794597,0.00024274425,0.0006042649,0.0025846357,0.0045933863,0.0006500788,0.0008476041,0.047924325],"category_scores_gemma":[0.0005295898,0.000324641,0.0003721391,0.0007425992,0.0019945693,0.004350017,0.0019275573,0.0016590143,0.009711278],"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":[0.00002790872,0.000013377538,0.00013887568,0.00009943045,0.0000027191807,0.0001515263,0.003092567,0.00058837235,0.00084175344,0.64483994,0.19679883,0.15340468],"study_design_scores_gemma":[0.0000012586073,0.000004391338,0.00007307808,0.00007226066,9.69624e-7,0.00010270741,0.00032213805,0.0001877587,0.00016797261,0.011614691,0.98744893,0.0000037244642],"about_ca_topic_score_codex":0.0069025108,"about_ca_topic_score_gemma":0.022958063,"teacher_disagreement_score":0.047924325,"about_ca_system_score_codex":0.0016480688,"about_ca_system_score_gemma":0.0011695364,"threshold_uncertainty_score":0.16032279},"labels":[],"label_agreement":null},{"id":"W629399426","doi":"","title":"David Altmejd : The Index","year":2007,"lang":"fr","type":"book","venue":"E-Artexte (Artexte)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canada Council for the Arts; Université du Québec à Montréal; Fondation Daniel Langlois pour l'Art, la Science et la Technologie","keywords":"Pavilion; Exhibition; Art history; Index (typography); Sight; Motley; History; Art; Visual arts; Geography; Cartography; Archaeology; Computer science; World Wide Web; Philosophy","score_opus":0.012013441844198102,"score_gpt":0.22489423698973612,"score_spread":0.212880795145538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W629399426","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":[0.00023557773,0.0071266796,0.0012383007,0.0036141837,0.004919529,0.000034624827,0.0012417496,0.00089978904,0.98068947],"genre_scores_gemma":[0.001355436,0.0021591017,0.00049138215,0.00048938795,0.00043342775,0.000017671266,0.00054358266,0.00033847516,0.99417156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995009,0.000054909848,0.000022334927,0.000061397186,0.0003062435,0.000054337812],"domain_scores_gemma":[0.999635,0.00005048126,0.000016931597,0.000053107316,0.00017526293,0.00006916124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003116579,0.0008257645,0.00046205582,0.0025099493,0.0024143907,0.005689585,0.0008840178,0.0011296113,0.3404071],"category_scores_gemma":[0.0016643972,0.0003749005,0.00032048675,0.0026445817,0.00082971883,0.004302837,0.0020853996,0.001420096,0.23569752],"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":[0.000003943765,0.0000034366685,0.000019873009,0.00003849644,4.789104e-7,0.000015513126,0.00008956284,0.00001932976,0.00006781525,0.011808746,0.94807667,0.03985615],"study_design_scores_gemma":[2.0637694e-7,5.661708e-7,0.00001725596,0.000015294436,1.7655942e-7,0.000015200298,0.000015994656,0.0000045185916,0.000014170046,0.00044685343,0.99946886,9.645983e-7],"about_ca_topic_score_codex":0.00932478,"about_ca_topic_score_gemma":0.020176567,"teacher_disagreement_score":0.3404071,"about_ca_system_score_codex":0.0021987222,"about_ca_system_score_gemma":0.0015164692,"threshold_uncertainty_score":0.9408292},"labels":[],"label_agreement":null},{"id":"W656275221","doi":"10.1520/stp1383-eb","title":"Composite Structures: Theory and Practice","year":2001,"lang":"en","type":"book","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Composite number; Materials science; Composite material","score_opus":0.006700455384800345,"score_gpt":0.21882107738055315,"score_spread":0.2121206219957528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W656275221","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":[0.0016252139,0.077762336,0.4374357,0.0053272326,0.0025360885,0.00023241482,0.00063662376,0.0013576231,0.47308677],"genre_scores_gemma":[0.08318475,0.1013607,0.42508513,0.004898241,0.0028980267,0.0014708616,0.0018921248,0.0013662715,0.37784386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987851,0.00021782308,0.000055294815,0.00021286836,0.00067538285,0.000053711305],"domain_scores_gemma":[0.9993529,0.0001997563,0.000025404059,0.00018195997,0.00019982795,0.000040252697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012451012,0.0011226888,0.0008364019,0.0023648771,0.0011932896,0.0041338443,0.0026710199,0.003359686,0.033135027],"category_scores_gemma":[0.0026576815,0.0007862332,0.0007770816,0.0029320186,0.0032569373,0.0040127127,0.0023082867,0.0025227435,0.021699656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007777354,0.000033620818,0.00009834821,0.00042987923,0.0000068564514,0.00007359832,0.00020121822,0.0055042123,0.0004251681,0.8027194,0.05228095,0.13821897],"study_design_scores_gemma":[0.00000602786,0.00001853011,0.000118879245,0.00043272166,0.000005118809,0.00040417456,0.00009362368,0.008040275,0.00030640548,0.32215405,0.6684045,0.00001569325],"about_ca_topic_score_codex":0.0016554585,"about_ca_topic_score_gemma":0.0011043645,"teacher_disagreement_score":0.033135027,"about_ca_system_score_codex":0.0017307855,"about_ca_system_score_gemma":0.0015623323,"threshold_uncertainty_score":0.11084771},"labels":[],"label_agreement":null},{"id":"W6885006221","doi":"10.13140/rg.2.2.14154.49602","title":"Carbon Leadership Forum Vancouver 09.09.2021: Circular Design and the Built Environment. https://www.youtube.com/watch?v=SEA8HI8IZeU","year":2021,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Carbon fibers; Work (physics); Placemaking; Government (linguistics)","score_opus":0.02089805945827981,"score_gpt":0.1852478277171766,"score_spread":0.1643497682588968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885006221","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":[0.0013839038,0.0029888644,0.0032024395,0.02198905,0.00550349,0.00013462857,0.007868709,0.0020743804,0.9548546],"genre_scores_gemma":[0.01804959,0.0018690595,0.0029588938,0.0022972575,0.00040611043,0.00009295937,0.004198125,0.0020585838,0.96806943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993777,0.000069951806,0.0000106205725,0.000033126635,0.00036572988,0.00014278186],"domain_scores_gemma":[0.99881774,0.00008733328,0.000023525863,0.00007469576,0.0005470201,0.000449586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010297343,0.00057084946,0.00031108735,0.0007921876,0.0043178275,0.005776877,0.0007244111,0.0027513155,0.36368233],"category_scores_gemma":[0.002043032,0.00037534893,0.0003816865,0.0011361348,0.0012105124,0.0016780004,0.0022293811,0.002114037,0.09889433],"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":[0.000014184973,0.0000066171283,0.000098451696,0.000041237523,0.0000014296821,0.00002428651,0.00006209193,0.000110060944,0.00010284032,0.009197502,0.97732794,0.013013322],"study_design_scores_gemma":[0.000003555166,0.0000036182116,0.00019350903,0.00003704688,7.576694e-7,0.0000059305485,0.0001082889,0.000059462895,0.00007540285,0.0011477082,0.99836,0.000004676646],"about_ca_topic_score_codex":0.08823033,"about_ca_topic_score_gemma":0.35106757,"teacher_disagreement_score":0.9117697,"about_ca_system_score_codex":0.0038478023,"about_ca_system_score_gemma":0.005766618,"threshold_uncertainty_score":0.9076299},"labels":[],"label_agreement":null},{"id":"W6887786686","doi":"10.17632/7tv8yb5647.2","title":"Imagery datasets for photobiological lighting analysis of architectural models with shading panels (No. 2)","year":2022,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Architecture and Computational 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":"Shading; Window (computing); Visualization; Colored","score_opus":0.01904323118675446,"score_gpt":0.231431532991474,"score_spread":0.21238830180471954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6887786686","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018217118,0.00034580764,0.0011107401,0.00013754582,0.00009168899,0.00007130987,0.9907528,0.0031985836,0.0024697452],"genre_scores_gemma":[0.0018345768,0.000106077874,0.0018249209,0.000032905264,0.000009283144,0.00011710382,0.99513346,0.000148955,0.00079277414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992175,0.00009700654,0.00007476844,0.00022496824,0.0002625186,0.00012321648],"domain_scores_gemma":[0.99913234,0.00013315253,0.000063669286,0.00030578428,0.0002756875,0.00008935363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068231527,0.0022561916,0.0012343634,0.0025446136,0.00073656574,0.0015734417,0.0029768127,0.0019590268,0.018565644],"category_scores_gemma":[0.002159178,0.00056967087,0.001443639,0.0037162262,0.00050542597,0.0010648988,0.0018555933,0.001657714,0.047864743],"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":[0.00010822814,0.00011082048,0.0018728096,0.0011401001,0.00006484217,0.00010448407,0.00008019831,0.0017770018,0.0012235929,0.000708245,0.97978365,0.013025992],"study_design_scores_gemma":[0.00018358631,0.000051048668,0.017393956,0.0004563244,0.0000568912,0.00031059838,0.0003301641,0.0047896462,0.0033049204,0.0024819667,0.9705499,0.000091029615],"about_ca_topic_score_codex":0.017529994,"about_ca_topic_score_gemma":0.04650506,"teacher_disagreement_score":0.018565644,"about_ca_system_score_codex":0.0010158845,"about_ca_system_score_gemma":0.0010614212,"threshold_uncertainty_score":0.06210828},"labels":[],"label_agreement":null},{"id":"W6888481212","doi":"10.20380/gi2020.00","title":"Proceedings of Graphics Interface 2020: Front Matter","year":2020,"lang":"en","type":"article","venue":"Canada Human-Computer Communications Society","topic":"Architecture and Computational Design","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":"University of Toronto","funders":"","keywords":"Front (military); Interface (matter); Graphics; Service (business); Subject matter; Front and back ends","score_opus":0.015281619524760193,"score_gpt":0.21362335349073522,"score_spread":0.19834173396597501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888481212","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":[0.0034599851,0.0035606623,0.04475022,0.010267373,0.025934227,0.00040502797,0.007238868,0.04144436,0.8629394],"genre_scores_gemma":[0.009670206,0.0015741341,0.007177185,0.0022203706,0.002409699,0.00012610317,0.004530461,0.0032362295,0.96905553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937767,0.000060368977,0.00003492652,0.00010835794,0.0003437612,0.00007500998],"domain_scores_gemma":[0.9987967,0.00018027973,0.00004027951,0.00022586562,0.0005176233,0.00023928325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008209168,0.0015741558,0.0007447138,0.0011856142,0.0010352628,0.006726509,0.0010254205,0.003297084,0.72076035],"category_scores_gemma":[0.00269852,0.00069018453,0.0006581662,0.0010440601,0.00059442356,0.0022153237,0.001913547,0.0020870683,0.5823962],"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":[0.00009179936,0.000024895997,0.00016939291,0.0000617899,0.000010900804,0.000069592534,0.00002371136,0.00007412066,0.0018641584,0.0016255053,0.9229676,0.07301649],"study_design_scores_gemma":[0.000036410544,0.000026959859,0.00038375778,0.00004301124,0.000008286053,0.00010258061,0.000026973901,0.0012481506,0.0010253318,0.0009670481,0.996119,0.000012446196],"about_ca_topic_score_codex":0.0035488682,"about_ca_topic_score_gemma":0.0047779446,"teacher_disagreement_score":0.72076035,"about_ca_system_score_codex":0.00079572276,"about_ca_system_score_gemma":0.0008075251,"threshold_uncertainty_score":0.39830142},"labels":[],"label_agreement":null},{"id":"W6906473113","doi":"10.17632/7tv8yb5647.1","title":"Imagery datasets for photobiological lighting analysis of architectural models with colored shadings (No. 2)","year":2022,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Architecture and Computational 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":"Colored; Shading; Reflectivity; Window (computing)","score_opus":0.014027707155297862,"score_gpt":0.22272984865188458,"score_spread":0.20870214149658672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6906473113","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017898359,0.00036662124,0.0011899726,0.00013690167,0.000095555355,0.00007271396,0.99028033,0.0035200291,0.0025480858],"genre_scores_gemma":[0.001881469,0.000110292225,0.0020059731,0.000034217872,0.000009885394,0.000119773154,0.99485403,0.00017276818,0.0008116671],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991855,0.000102604485,0.000075339354,0.00023918881,0.00026945144,0.00012782967],"domain_scores_gemma":[0.9991135,0.00013513955,0.00006473785,0.00032058364,0.00027714134,0.00008880689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006909861,0.0023225911,0.001262437,0.0026381928,0.0007659358,0.0016278427,0.0030346941,0.0020003277,0.0190085],"category_scores_gemma":[0.0022032766,0.00060079515,0.0015025717,0.0037954454,0.00052980357,0.0010887448,0.0019180075,0.0017265897,0.050168265],"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":[0.00010723819,0.000110414614,0.0018605265,0.0011911844,0.00006606779,0.00010257381,0.00008507651,0.0017838966,0.0012748655,0.00074380083,0.97915286,0.013521453],"study_design_scores_gemma":[0.00018337958,0.000047386136,0.016900536,0.00044988992,0.000055324872,0.0003056421,0.000327999,0.0045694616,0.0031943636,0.0025001955,0.9713756,0.000090245245],"about_ca_topic_score_codex":0.018128132,"about_ca_topic_score_gemma":0.04894991,"teacher_disagreement_score":0.0190085,"about_ca_system_score_codex":0.0010403214,"about_ca_system_score_gemma":0.0010589679,"threshold_uncertainty_score":0.06358975},"labels":[],"label_agreement":null},{"id":"W6907013540","doi":"10.19229/2464-9309/1632024","title":"Generative IA and complexity – Towards a new paradigm in regenerative digital design","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Workflow; Generative grammar; Premise; Generative Design; Field (mathematics); Focus (optics)","score_opus":0.30484831744696383,"score_gpt":0.5054734522540557,"score_spread":0.20062513480709188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907013540","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":[0.0147078745,0.0060747485,0.84397995,0.019504815,0.00045820768,0.000075641154,0.00007823975,0.0003745786,0.11474588],"genre_scores_gemma":[0.5725238,0.005554909,0.39722428,0.0022248176,0.0006339849,0.0003572146,0.00012958348,0.00037049412,0.020980934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99811125,0.0009680715,0.000082720195,0.0002497469,0.00046123893,0.00012711681],"domain_scores_gemma":[0.9958664,0.002354427,0.00018437816,0.001065758,0.00030266968,0.0002263627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036270043,0.00068225246,0.00064577203,0.0018186063,0.0015459873,0.007177507,0.0018376171,0.0024040556,0.0052658357],"category_scores_gemma":[0.0048187445,0.00052730675,0.0012263025,0.00086516986,0.020892682,0.009279229,0.0047582453,0.0040934933,0.0010565112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065347435,0.0000059741164,0.00007573523,0.00005289229,0.0000048930924,0.000019222622,0.00044186044,0.0025451295,0.00026643122,0.9898627,0.0004659385,0.006252587],"study_design_scores_gemma":[0.0000045037928,0.0000104567225,0.00004560806,0.000048740752,0.0000027951435,0.000041572457,0.00018579635,0.0066199894,0.00024578013,0.97103566,0.021749925,0.000009253556],"about_ca_topic_score_codex":0.0008518013,"about_ca_topic_score_gemma":0.0010070676,"teacher_disagreement_score":0.007177507,"about_ca_system_score_codex":0.0026759964,"about_ca_system_score_gemma":0.0018417457,"threshold_uncertainty_score":0.019415796},"labels":[],"label_agreement":null},{"id":"W6907810410","doi":"10.25316/ir-13112","title":"Nanaimo Free Press [Tuesday, April 3, 1894]","year":2019,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Architecture and Computational Design","field":"Engineering","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":"","score_opus":0.00505730067603891,"score_gpt":0.1581043978952748,"score_spread":0.1530470972192359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907810410","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":[0.0006375784,0.0091885,0.00017296313,0.0019053599,0.0022796267,0.000023178898,0.002273756,0.00013578465,0.98338324],"genre_scores_gemma":[0.0011962068,0.0014763118,0.00006222578,0.00011598661,0.00007585413,0.000008769482,0.00022624769,0.00006154817,0.9967769],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966514,0.000022336919,0.000013778815,0.00006476568,0.00016295654,0.00007098719],"domain_scores_gemma":[0.9998079,0.000026675765,0.000012065613,0.000017182794,0.000095985655,0.00004029523],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028202735,0.00096329453,0.0006167035,0.0018487003,0.004198351,0.005442629,0.00075909344,0.0017192716,0.35148022],"category_scores_gemma":[0.0012160821,0.0005342499,0.000320587,0.003081576,0.0006854031,0.0020861807,0.0014393397,0.0026059428,0.12890758],"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":[0.000029232631,0.000010513316,0.00018747133,0.000092119364,0.000004053499,0.000091824826,0.00014156991,0.00009138679,0.00010871936,0.01828995,0.93558097,0.045372255],"study_design_scores_gemma":[0.000001582618,0.0000020714983,0.0003328269,0.000053340085,7.926712e-7,0.000016810121,0.000040973544,0.000015429983,0.000035878966,0.00048326084,0.9990144,0.000002651777],"about_ca_topic_score_codex":0.14734237,"about_ca_topic_score_gemma":0.5624521,"teacher_disagreement_score":0.8526576,"about_ca_system_score_codex":0.0044176695,"about_ca_system_score_gemma":0.0028325513,"threshold_uncertainty_score":0.92503476},"labels":[],"label_agreement":null},{"id":"W6908705312","doi":"10.3389/fneur.2021.735899.s001","title":"Data_Sheet_1_Endovascular Device Choice and Tools for Recanalization of Medium Vessel Occlusions: Insights From the MeVO FRONTIERS International Survey.PDF","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Architecture and Computational 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":"Thrombolysis; Occlusion; Stroke (engine); Endovascular treatment; Stent","score_opus":0.03558038559943601,"score_gpt":0.25211297313194675,"score_spread":0.21653258753251076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908705312","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01123316,0.00023059765,0.0002976629,0.0012718603,0.000045972418,0.00068209565,0.9802524,0.00008590172,0.0059003816],"genre_scores_gemma":[0.07564507,0.0017638798,0.0041954718,0.002914207,0.00018109639,0.016076585,0.88977367,0.00016666413,0.009283394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769175,0.0005560313,0.00075906777,0.00024944014,0.00049263827,0.0002510824],"domain_scores_gemma":[0.9822406,0.007830386,0.004639426,0.00071153295,0.0038479953,0.0007299861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035608455,0.00048081417,0.0006665203,0.0037126848,0.00045392566,0.0009961377,0.0010238171,0.0009993912,0.08139716],"category_scores_gemma":[0.018176498,0.00039242863,0.00083506125,0.0061416477,0.000312877,0.001678626,0.0011586546,0.0011183508,0.017345982],"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":[0.00045782086,0.00028959935,0.11977754,0.00336713,0.000085821,0.000107261,0.00081985164,0.00051734847,0.00015211273,0.0016498654,0.8325423,0.040233318],"study_design_scores_gemma":[0.0004585074,0.00034778297,0.6052013,0.003288932,0.00008848794,0.00042034854,0.0038717955,0.0007669523,0.00037418088,0.0015754807,0.3835055,0.00010082537],"about_ca_topic_score_codex":0.008268188,"about_ca_topic_score_gemma":0.0058150976,"teacher_disagreement_score":0.08139716,"about_ca_system_score_codex":0.00122315,"about_ca_system_score_gemma":0.0016139023,"threshold_uncertainty_score":0.2723006},"labels":[],"label_agreement":null},{"id":"W6908809391","doi":"10.3389/fnut.2022.996450.s003","title":"Table_2_A meta-analysis suggests the association of reduced serum level of vitamin D and T-allele of Fok1 (rs2228570) polymorphism in the vitamin D receptor gene with celiac disease.docx","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Architecture and Computational 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":"Calcitriol receptor; Vitamin D and neurology; Single-nucleotide polymorphism; Allele; vitamin D deficiency; Polymorphism (computer science); Genotype; Immune system","score_opus":0.060926363231152886,"score_gpt":0.24768791702171705,"score_spread":0.18676155379056417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908809391","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005225788,0.023983203,0.0020901794,0.0037651728,0.003096633,0.0020325023,0.95463514,0.00093754695,0.0042338385],"genre_scores_gemma":[0.24054933,0.050371744,0.035895035,0.021980187,0.0066016167,0.033302527,0.5052313,0.0029831012,0.10308514],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9979297,0.00049235276,0.00038510523,0.00045623383,0.00048642274,0.00025024623],"domain_scores_gemma":[0.9738826,0.02012396,0.0024819663,0.00058772916,0.002565852,0.00035782455],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037938629,0.0034221853,0.007096808,0.006438212,0.001084417,0.002783767,0.0032823903,0.0024600693,0.44306102],"category_scores_gemma":[0.032650977,0.0016546928,0.025372323,0.007051131,0.0005128625,0.004917146,0.0014608671,0.0027932583,0.013113673],"study_design_candidate":"meta_analysis","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":[0.005059541,0.00009494903,0.025003504,0.51352596,0.061144587,0.0008881689,0.00026277744,0.0021129164,0.0014719794,0.0028879333,0.37464666,0.012901055],"study_design_scores_gemma":[0.032045003,0.0011606235,0.19099441,0.16363594,0.2449254,0.0036682973,0.0011398239,0.008618177,0.0026876063,0.018126318,0.33216152,0.0008369214],"about_ca_topic_score_codex":0.018551774,"about_ca_topic_score_gemma":0.036062993,"teacher_disagreement_score":0.44306102,"about_ca_system_score_codex":0.0016982899,"about_ca_system_score_gemma":0.0044603418,"threshold_uncertainty_score":0.7944058},"labels":[],"label_agreement":null},{"id":"W6908913561","doi":"10.34943/8f1bf2fa-aa2b-4516-aff7-94401119aaa0","title":"Fraser River Delta Lower Slope Pressure Gauge Deployed 2016-05-01","year":2016,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Architecture and Computational 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":"Delta; Seafloor spreading; River delta; Pressure measurement; Pressure sensor; Hydrology (agriculture)","score_opus":0.0036915160370001323,"score_gpt":0.17073425244927132,"score_spread":0.1670427364122712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908913561","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030083156,0.00009578486,0.00029078964,0.00013437982,0.000070216374,0.00002200538,0.9923936,0.00074171904,0.0032432256],"genre_scores_gemma":[0.0036602728,0.00006913,0.00044427614,0.000026140582,0.000010161525,0.000032656473,0.9940758,0.00005058836,0.0016310528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947065,0.000045179168,0.00004330203,0.00013228564,0.00021502611,0.00009357672],"domain_scores_gemma":[0.9990921,0.000066642344,0.00006655412,0.00019976322,0.00048586348,0.00008908593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057368854,0.0012330173,0.0006903043,0.0020566327,0.00054286263,0.00082515174,0.001451536,0.0008730087,0.008029096],"category_scores_gemma":[0.0021267436,0.00028011214,0.00039493295,0.0026798628,0.00031221163,0.00079670566,0.00086244545,0.0009106585,0.017450618],"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":[0.000096999676,0.000044361135,0.0058337203,0.00024108765,0.00002449649,0.000099996345,0.00006434785,0.0016146105,0.0004159315,0.0006398853,0.98337317,0.007551433],"study_design_scores_gemma":[0.00009212523,0.00002436201,0.031090695,0.00023646507,0.000018157427,0.00014655144,0.000296517,0.0030063165,0.0012688529,0.0010066293,0.96276754,0.00004573661],"about_ca_topic_score_codex":0.13603207,"about_ca_topic_score_gemma":0.250586,"teacher_disagreement_score":0.8639679,"about_ca_system_score_codex":0.0014333676,"about_ca_system_score_gemma":0.001722477,"threshold_uncertainty_score":0.27048057},"labels":[],"label_agreement":null},{"id":"W6920898123","doi":"10.6084/m9.figshare.26608227","title":"Additional file 5 of Regulation of serotonin production by specific microbes from piglet gut","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Serotonin; Tryptophan hydroxylase; Messenger RNA; Tryptophan; Enzyme; Tryptophan Metabolism","score_opus":0.009134767370025524,"score_gpt":0.17424526560367207,"score_spread":0.16511049823364654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920898123","genre_codex":"dataset","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":[0.00041191676,0.00006176044,0.0012147096,0.00012945944,0.000066589004,0.00010604857,0.9954679,0.001152725,0.001388839],"genre_scores_gemma":[0.013006389,0.00029404042,0.012294125,0.0006476294,0.000103645696,0.0022252752,0.9548127,0.0027754228,0.013840919],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995573,0.00007391826,0.000050872848,0.000118114054,0.00013492626,0.000064904365],"domain_scores_gemma":[0.9956119,0.003329681,0.00018897318,0.0002225969,0.0005016215,0.00014526931],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012500332,0.0015430562,0.0014946666,0.0010903707,0.0007783092,0.0016142274,0.0020538785,0.0014125078,0.85375845],"category_scores_gemma":[0.010204714,0.0007193753,0.0013722399,0.0014993787,0.00028999438,0.0012826255,0.0008187933,0.00089348864,0.17191774],"study_design_candidate":"bench_or_experimental","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":[0.0010322426,0.00025220012,0.0027914175,0.009096726,0.00015608917,0.00020166354,0.00010193743,0.003416113,0.0017964324,0.0016569544,0.96025485,0.019243348],"study_design_scores_gemma":[0.008339627,0.001013353,0.01957696,0.0036252972,0.0005342817,0.00067911565,0.00031495985,0.012859023,0.007142209,0.017548561,0.9280912,0.00027527605],"about_ca_topic_score_codex":0.004738525,"about_ca_topic_score_gemma":0.010171318,"teacher_disagreement_score":0.85375845,"about_ca_system_score_codex":0.00073348166,"about_ca_system_score_gemma":0.0014574239,"threshold_uncertainty_score":0.20859575},"labels":[],"label_agreement":null},{"id":"W6924783461","doi":"10.15468/dl.yt3h78","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Architecture and Computational 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":"Download; Matching (statistics); Alien; Range (aeronautics); Variety (cybernetics)","score_opus":0.01174884315956947,"score_gpt":0.19665537068479932,"score_spread":0.18490652752522985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924783461","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006902022,0.000033207725,0.00006281589,0.000039742128,0.000013314562,0.0000069492494,0.99854577,0.00050863746,0.00072053564],"genre_scores_gemma":[0.00016676034,0.00002925916,0.00021915823,0.000037197802,0.0000027635322,0.000039273273,0.99901426,0.00010741187,0.00038395353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990068,0.00014924955,0.000120416575,0.0003342239,0.00023038578,0.00015895019],"domain_scores_gemma":[0.9979068,0.0005720359,0.00016201948,0.0005970676,0.0005282113,0.00023392297],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009569415,0.0020658534,0.001459879,0.0042478894,0.0010314849,0.0023638266,0.0029868206,0.0023186908,0.10305503],"category_scores_gemma":[0.0052655903,0.0007910395,0.0013035386,0.008094458,0.0004758972,0.0019590314,0.0023114076,0.0020826804,0.17874585],"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":[0.000034302786,0.000016652348,0.00044656574,0.00050618645,0.000016025193,0.000018468645,0.000023600523,0.0002027536,0.00013885385,0.00044310463,0.99659073,0.0015627345],"study_design_scores_gemma":[0.00008614809,0.00001082939,0.0020235132,0.00018579862,0.00001538782,0.000043164775,0.00007706733,0.00027601953,0.0002511363,0.00096789456,0.9960443,0.000018858245],"about_ca_topic_score_codex":0.021835731,"about_ca_topic_score_gemma":0.04023287,"teacher_disagreement_score":0.896945,"about_ca_system_score_codex":0.0015993295,"about_ca_system_score_gemma":0.0022847827,"threshold_uncertainty_score":0.34475344},"labels":[],"label_agreement":null},{"id":"W6942450921","doi":"10.14288/1.0067487","title":"Chilliwack Free Press","year":2015,"lang":"pl","type":"article","venue":"Open Collections","topic":"Architecture and Computational Design","field":"Engineering","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":"Free press; Gloom; Free will","score_opus":0.040601413470793046,"score_gpt":0.2505574432494934,"score_spread":0.20995602977870037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6942450921","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":[0.00041140406,0.0023914366,0.008108516,0.0013800677,0.0018504641,0.000090880036,0.0053275498,0.015041112,0.9653985],"genre_scores_gemma":[0.0008466034,0.00093500543,0.0014084646,0.00022109615,0.00018385485,0.000053465028,0.002707306,0.0032988535,0.9903454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934596,0.00005005712,0.00003926032,0.00013486839,0.0003443499,0.00008541998],"domain_scores_gemma":[0.99790335,0.00040460043,0.00007792934,0.0006653592,0.0005071063,0.00044170988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009549505,0.0026288105,0.0019881877,0.006014892,0.0015574753,0.0077568796,0.0018783825,0.0018284963,0.84444463],"category_scores_gemma":[0.004190283,0.001282469,0.0013228442,0.006244007,0.001377623,0.0060400367,0.003945285,0.0031122272,0.8175796],"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":[0.000047344656,0.000030269328,0.000120191355,0.0002210069,0.00000925411,0.000061017803,0.00004314963,0.0002153584,0.00050750136,0.010056232,0.808095,0.18059361],"study_design_scores_gemma":[0.0000149760535,0.000011428221,0.00025412434,0.00015541143,0.0000070999176,0.000053102518,0.00003613222,0.00023723484,0.00038666723,0.009803293,0.9890252,0.000015396123],"about_ca_topic_score_codex":0.004573278,"about_ca_topic_score_gemma":0.011911211,"teacher_disagreement_score":0.84444463,"about_ca_system_score_codex":0.001322103,"about_ca_system_score_gemma":0.0020298027,"threshold_uncertainty_score":0.2218808},"labels":[],"label_agreement":null},{"id":"W6949413412","doi":"10.5281/zenodo.11972931","title":"Dsm iv pdf deutsch","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Categorical variable; Association (psychology); Index (typography)","score_opus":0.01847785634566878,"score_gpt":0.21790056903304303,"score_spread":0.19942271268737424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949413412","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":[0.0022804881,0.00977122,0.0042048986,0.017754912,0.0041158427,0.0035273645,0.20368715,0.002987784,0.75167036],"genre_scores_gemma":[0.0220518,0.023898175,0.02028236,0.01634213,0.0013991594,0.0065040686,0.40083078,0.0020265977,0.506665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980415,0.00042709577,0.0002777977,0.00015267184,0.00086824404,0.000232552],"domain_scores_gemma":[0.99616563,0.00032866112,0.00023527493,0.00026796845,0.002684515,0.0003179726],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015819375,0.0011729057,0.0012932215,0.0034917702,0.0016943032,0.0029453195,0.002638263,0.0018646964,0.3635783],"category_scores_gemma":[0.007914409,0.0007727182,0.0010898686,0.0036434329,0.0006611377,0.0029238795,0.0022600074,0.003382179,0.2831089],"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":[0.000023573319,0.00002166746,0.00030680365,0.00023376456,0.000007047334,0.000053458563,0.00004707051,0.00002863126,0.00003870729,0.0014474615,0.97246134,0.02533046],"study_design_scores_gemma":[0.000058477446,0.000043480046,0.004108703,0.00094922114,0.00001771715,0.0004165501,0.00040294064,0.00008588212,0.0001483777,0.004256902,0.98948586,0.000025821482],"about_ca_topic_score_codex":0.022468565,"about_ca_topic_score_gemma":0.03654473,"teacher_disagreement_score":0.6364217,"about_ca_system_score_codex":0.0028002984,"about_ca_system_score_gemma":0.0057832287,"threshold_uncertainty_score":0.9077783},"labels":[],"label_agreement":null},{"id":"W6957651070","doi":"10.6068/dp14ba880deea46","title":"Trend 2000 - 2011. Statistics Canada. CANSIM: Population and Demography - Population Estimates and Projections | Country: Canada | Table: Neighbourhood income and demographics, taxfilers and dependents with income by total income, sex and age group | Variable: 0 to 24 years, Persons with income of $200,000 and over, Males | Units: #, 2000-2011. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-163.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Architecture and Computational 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":"Population; Census; Socioeconomic status; Residence; Population statistics; Economic statistics; Social statistics; Neighbourhood (mathematics); Demographic statistics","score_opus":0.008718087459405078,"score_gpt":0.20376183352881316,"score_spread":0.19504374606940808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957651070","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006939676,0.00007998868,0.000071200484,0.00018971555,0.00005368163,0.000032068005,0.99763846,0.00012793325,0.0017375102],"genre_scores_gemma":[0.0012743319,0.00047370727,0.0010578632,0.00026007975,0.000026095639,0.00024851016,0.9902934,0.00022524217,0.0061407597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967836,0.0002843116,0.0003733458,0.00039026464,0.0014495502,0.0007188698],"domain_scores_gemma":[0.9730182,0.00082426093,0.00057917094,0.0008130184,0.023493128,0.0012721526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002350465,0.002326278,0.0024661194,0.0064080455,0.003179434,0.004426001,0.0051523345,0.0013896902,0.10617543],"category_scores_gemma":[0.017461184,0.0016886427,0.0022113633,0.030167852,0.0005837907,0.0023330397,0.0025549936,0.003249931,0.060274143],"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":[0.000024428424,0.000005942179,0.0008006485,0.00024755625,0.000021433512,0.000007690522,0.000028430668,0.00014751007,0.00000939859,0.0004162378,0.9954939,0.0027967293],"study_design_scores_gemma":[0.00018362277,0.000012933005,0.018878024,0.00097542023,0.00007933109,0.00003566523,0.00048841524,0.00081177993,0.00017361711,0.0009875791,0.9772719,0.00010184255],"about_ca_topic_score_codex":0.9947935,"about_ca_topic_score_gemma":0.9929998,"teacher_disagreement_score":0.10617543,"about_ca_system_score_codex":0.04814809,"about_ca_system_score_gemma":0.12027477,"threshold_uncertainty_score":0.35519218},"labels":[],"label_agreement":null},{"id":"W6957883624","doi":"10.60692/3m54e-jhy16","title":"Chat with Branko Kolarevic","year":2013,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Architecture and Computational 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; Automation; Ask price; The Internet; Mechatronics; Apprenticeship","score_opus":0.010199127657330257,"score_gpt":0.14698600743366258,"score_spread":0.13678687977633233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957883624","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":[0.015485118,0.044700556,0.011102694,0.17024171,0.13608788,0.00045799094,0.0050496883,0.0075639854,0.6093103],"genre_scores_gemma":[0.06207673,0.013792822,0.003123859,0.055678107,0.017313115,0.00061656116,0.0023747212,0.0032373639,0.8417867],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99943036,0.00017694545,0.000026081567,0.00011388712,0.00013985208,0.000112875045],"domain_scores_gemma":[0.9976192,0.0008245622,0.00012322604,0.0001136571,0.0004523829,0.0008669138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089470984,0.0010484273,0.0009542729,0.0013747521,0.0033097602,0.0028185076,0.0008151574,0.0018877409,0.1918473],"category_scores_gemma":[0.006302372,0.00034913092,0.0003430824,0.0007484519,0.0006449285,0.0033480455,0.0034521797,0.004911997,0.10754713],"study_design_candidate":"qualitative","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":[0.00017886961,0.000051719027,0.0001766157,0.00016035559,0.0000052650016,0.00030921376,0.001090421,0.000055898196,0.00078893476,0.0023643135,0.972772,0.022046477],"study_design_scores_gemma":[0.0000113144,0.000021670252,0.00023904107,0.00011891822,0.0000033814576,0.0002354774,0.0010713036,0.00009677428,0.00019586358,0.00070392404,0.9972863,0.000016023063],"about_ca_topic_score_codex":0.001291834,"about_ca_topic_score_gemma":0.0023242624,"teacher_disagreement_score":0.1918473,"about_ca_system_score_codex":0.0009335792,"about_ca_system_score_gemma":0.00091035827,"threshold_uncertainty_score":0.64179313},"labels":[],"label_agreement":null},{"id":"W6958215266","doi":"10.6084/m9.figshare.13535507.v1","title":"Additional file 1 of Appraisal of systematic reviews on interventions for postpartum depression: systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Architecture and Computational Design","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":"McMaster University; University of Ottawa","funders":"","keywords":"Systematic review; Table (database); Psychological intervention; Critical appraisal; MEDLINE","score_opus":0.08197404837318889,"score_gpt":0.31611020994050704,"score_spread":0.23413616156731815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958215266","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005018064,0.0016449017,0.00068897253,0.00047208884,0.00009843343,0.00602203,0.9882682,0.00029405017,0.0020095524],"genre_scores_gemma":[0.022689186,0.013127928,0.035314232,0.0037153384,0.00070012617,0.31365752,0.57844436,0.0013852891,0.030966122],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99599093,0.00095215323,0.0018541863,0.0004551894,0.00048183798,0.00026568442],"domain_scores_gemma":[0.89376646,0.08512042,0.011360835,0.0013630518,0.0076629343,0.00072632264],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0070012687,0.0025630093,0.005017537,0.013855992,0.0012209115,0.0029868304,0.0022605807,0.0016979438,0.7776674],"category_scores_gemma":[0.0929728,0.001465743,0.0032419718,0.018898873,0.0007424555,0.0045479895,0.002565196,0.0013562236,0.03644154],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008720642,0.00006863481,0.0008060173,0.7726408,0.0005382327,0.00009114808,0.00037619748,0.00052011415,0.00025759233,0.0026190346,0.20655784,0.014652259],"study_design_scores_gemma":[0.020427175,0.00078884565,0.019308105,0.47780618,0.005140455,0.00060787145,0.001596753,0.0020349321,0.00096520496,0.016909728,0.45400187,0.00041295262],"about_ca_topic_score_codex":0.0073020896,"about_ca_topic_score_gemma":0.019027803,"teacher_disagreement_score":0.9929987,"about_ca_system_score_codex":0.0046892785,"about_ca_system_score_gemma":0.009022087,"threshold_uncertainty_score":0.31713045},"labels":[],"label_agreement":null},{"id":"W6967950495","doi":"10.5281/zenodo.12337450","title":"Iso 12215 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Craft; Hull; Download; Shipbuilding; Head (geology)","score_opus":0.01554514149186327,"score_gpt":0.20860153267212736,"score_spread":0.19305639118026408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967950495","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":[0.00042333425,0.0017859458,0.009691377,0.00079994294,0.0034382779,0.0005885722,0.011009359,0.007359643,0.96490353],"genre_scores_gemma":[0.0025677125,0.0023122893,0.0048811105,0.0007491964,0.0004938442,0.00030143055,0.012793455,0.0036590216,0.972242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951198,0.00025795886,0.0003190797,0.0003513564,0.0036648999,0.00028695175],"domain_scores_gemma":[0.99207073,0.0004073158,0.00024202371,0.00070623367,0.0061701452,0.0004035037],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028822883,0.0025365322,0.0014913277,0.0066290316,0.0017797542,0.009581583,0.0044520767,0.0035071312,0.6628453],"category_scores_gemma":[0.008856517,0.001384341,0.0015010972,0.0051272083,0.0012527704,0.0075526144,0.0031954434,0.0025008412,0.7138672],"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":[0.000077232195,0.000064296364,0.0000864765,0.0006310628,0.0000063365283,0.000080761696,0.000061577695,0.00029464278,0.0020628169,0.0062861387,0.83587855,0.15447016],"study_design_scores_gemma":[0.000006557888,0.00001999367,0.00012805464,0.00010325378,0.0000033834885,0.000053015272,0.000028103888,0.00005448725,0.0007445004,0.000652804,0.9981975,0.000008408883],"about_ca_topic_score_codex":0.0071635074,"about_ca_topic_score_gemma":0.0065447595,"teacher_disagreement_score":0.3371547,"about_ca_system_score_codex":0.0024847882,"about_ca_system_score_gemma":0.0042004245,"threshold_uncertainty_score":0.48091024},"labels":[],"label_agreement":null},{"id":"W6968147595","doi":"10.5281/zenodo.11881381","title":"Klafs sauna katalog pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Veneer; Design elements and principles; Product (mathematics); Hogan","score_opus":0.014349862328742313,"score_gpt":0.2046881351006088,"score_spread":0.1903382727718665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968147595","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":[0.00048260705,0.00080901326,0.00062779,0.0014902385,0.0025479721,0.00006720468,0.003636259,0.0042887446,0.9860502],"genre_scores_gemma":[0.0015485301,0.00046215559,0.000313643,0.00030364815,0.00023239118,0.000018344434,0.0013727343,0.0012922601,0.9944564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991949,0.00004487787,0.00003805101,0.00010506481,0.00051010033,0.000107142754],"domain_scores_gemma":[0.99827456,0.00015448694,0.000055306675,0.00020375209,0.0010013117,0.00031061965],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006391524,0.0014534352,0.0007858093,0.0024952057,0.0022414352,0.008073893,0.0015483312,0.0021618765,0.8690026],"category_scores_gemma":[0.0030542864,0.0007369572,0.00078308646,0.0018127545,0.00091603916,0.006410484,0.0033647986,0.0023625845,0.8272134],"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":[0.000045207573,0.000017712171,0.000059828144,0.00013045094,0.0000022982945,0.00008239113,0.0000653681,0.000055930377,0.00024898336,0.0030935917,0.94030935,0.05588891],"study_design_scores_gemma":[0.0000040081213,0.00000621847,0.00009411058,0.0000363099,9.621408e-7,0.00005619664,0.000050246763,0.000018493445,0.00012984597,0.00037124535,0.9992279,0.0000044585613],"about_ca_topic_score_codex":0.0057830866,"about_ca_topic_score_gemma":0.010984741,"teacher_disagreement_score":0.13099742,"about_ca_system_score_codex":0.0020183625,"about_ca_system_score_gemma":0.002158201,"threshold_uncertainty_score":0.18685186},"labels":[],"label_agreement":null},{"id":"W6968543396","doi":"10.5281/zenodo.15357506","title":"Dolichogenidea carlosviquezi Fernandez-Triana & Boudreault 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational Design","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":"University of Guelph; Parks Canada","funders":"","keywords":"Ovipositor; Vomer; Margin (machine learning); DNA barcoding; Sequence (biology)","score_opus":0.01718250988063751,"score_gpt":0.22647947205517655,"score_spread":0.20929696217453903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968543396","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":[0.21938385,0.049601566,0.014859576,0.0024259402,0.0028425262,0.0030227685,0.029921265,0.0021757055,0.6757667],"genre_scores_gemma":[0.80595404,0.030899659,0.03260604,0.0031090907,0.00070966437,0.0011901682,0.02561712,0.0003410455,0.099573314],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99980277,0.000012548414,0.000014329373,0.000057171725,0.00007015269,0.000043020333],"domain_scores_gemma":[0.999821,0.000013300453,0.000050081533,0.000021331472,0.00006558204,0.000028776225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002592299,0.0013757541,0.0005362263,0.0020077731,0.0015283849,0.00073912024,0.00091611117,0.00081452454,0.010033293],"category_scores_gemma":[0.00059398834,0.0002566712,0.00029268643,0.0017408595,0.00050199975,0.0008097196,0.0007648614,0.0011217406,0.005050884],"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":[0.00040713607,0.00026503895,0.047022387,0.0010975208,0.0001679041,0.002665788,0.0011940297,0.0015607895,0.012990892,0.005201407,0.08047556,0.84695154],"study_design_scores_gemma":[0.00018311822,0.00014103747,0.31867808,0.0015306793,0.00026990846,0.009724474,0.0017017891,0.0015113264,0.0020078996,0.0016149882,0.66257066,0.00006612096],"about_ca_topic_score_codex":0.07971932,"about_ca_topic_score_gemma":0.12810597,"teacher_disagreement_score":0.07971932,"about_ca_system_score_codex":0.0018451649,"about_ca_system_score_gemma":0.0016465873,"threshold_uncertainty_score":0.15851057},"labels":[],"label_agreement":null},{"id":"W6969195183","doi":"10.5281/zenodo.7399790","title":"Ligyrus Burmeister 1847","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational 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":"Apex (geometry); Galea; Maxilla; Mandible (arthropod mouthpart); Cusp (singularity); Scutellum","score_opus":0.01873162470755424,"score_gpt":0.19628025417480308,"score_spread":0.17754862946724884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969195183","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":[0.15472983,0.11427888,0.018897042,0.002351569,0.004827069,0.0004963994,0.0023819495,0.0031667606,0.69887054],"genre_scores_gemma":[0.86206234,0.01409763,0.010670507,0.0015683016,0.0015800706,0.00017691472,0.002130927,0.00016286309,0.107550494],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996538,0.000035103458,0.000021555205,0.00011057203,0.00013071406,0.000048161088],"domain_scores_gemma":[0.9998282,0.000023763581,0.0000726282,0.000020831498,0.000040529292,0.000014018389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022089007,0.00075682503,0.0004553847,0.0015883747,0.001279391,0.00056974764,0.00083142443,0.000635468,0.016002553],"category_scores_gemma":[0.00067966216,0.00023680858,0.0002078167,0.00068437774,0.0007430721,0.001364679,0.0009371454,0.0008578431,0.005953109],"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":[0.00020363527,0.00006318592,0.010047756,0.00056992774,0.00004580114,0.0007033592,0.0014654457,0.000447821,0.0076236986,0.008346654,0.04119922,0.92928344],"study_design_scores_gemma":[0.00003629761,0.00020001801,0.06835953,0.0005622219,0.0000907362,0.0037794567,0.00033050773,0.00048636488,0.00142632,0.0020726232,0.9226237,0.000032275944],"about_ca_topic_score_codex":0.00485762,"about_ca_topic_score_gemma":0.006149663,"teacher_disagreement_score":0.016002553,"about_ca_system_score_codex":0.0006138456,"about_ca_system_score_gemma":0.00041369355,"threshold_uncertainty_score":0.05353391},"labels":[],"label_agreement":null},{"id":"W6977570804","doi":"10.6084/m9.figshare.c.6211795.v1","title":"Perceptions and attitudes of dental practitioners towards impacts of Covid 19 pandemic on clinical dentistry: a cross-sectional study","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Architecture and Computational 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":"Pandemic; Coronavirus disease 2019 (COVID-19); Dental practice; Quarter (Canadian coin); Perception; Health care; Dental care; MEDLINE; Computer-assisted web interviewing","score_opus":0.09111518243242737,"score_gpt":0.3991336707528107,"score_spread":0.3080184883203833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977570804","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":[0.99907434,0.0001720191,0.000037109363,0.00010516621,0.000004950695,0.0000369575,0.0000811742,8.062257e-7,0.00048742068],"genre_scores_gemma":[0.99883515,0.0003454086,0.00015217927,0.00020755718,0.00001080595,0.00006121988,0.00006711382,0.0000011949564,0.00031937123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998201,0.00047935505,0.0002268717,0.00019985704,0.0005550521,0.00033770213],"domain_scores_gemma":[0.9953017,0.0011882331,0.0018100688,0.0001276139,0.0006892198,0.0008831285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028975455,0.0001940238,0.0004797589,0.000967197,0.0010106026,0.0012325534,0.00036113136,0.00081314927,0.0034410413],"category_scores_gemma":[0.0051711174,0.00062514795,0.00053965964,0.0010285705,0.0005724263,0.0010345249,0.0011695699,0.0012436936,0.0005504435],"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":[0.00006997021,0.000629353,0.97437966,0.00022492594,0.00003586983,0.00030808357,0.018321717,0.000023431943,0.00047213564,0.000060185295,0.00034640438,0.005128245],"study_design_scores_gemma":[0.000008701823,0.0008835916,0.951188,0.00014380888,0.000023914125,0.00059392914,0.04570385,0.00008616744,0.00009444006,0.000042458203,0.0012123667,0.000018652814],"about_ca_topic_score_codex":0.0047195135,"about_ca_topic_score_gemma":0.007463889,"teacher_disagreement_score":0.0047195135,"about_ca_system_score_codex":0.0006422312,"about_ca_system_score_gemma":0.0010187367,"threshold_uncertainty_score":0.015323877},"labels":[],"label_agreement":null},{"id":"W6977659979","doi":"10.6084/m9.figshare.c.7253539.v1","title":"Physician perspectives of the community paramedicine at clinic (CP@clinic) and my care plan app (myCP app) for older adults","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Architecture and Computational Design","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":"McMaster University","funders":"","keywords":"eHealth; Phone; Community health; Health care; Program evaluation; Service delivery framework; Service (business); Closing (real estate); Mobile phone","score_opus":0.024390631783421463,"score_gpt":0.26686928514705927,"score_spread":0.2424786533636378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977659979","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":[0.99095696,0.00042263264,0.00026477908,0.0050885994,0.000068288144,0.000057427376,0.000090700414,0.0000138950545,0.0030367959],"genre_scores_gemma":[0.9958401,0.0005724938,0.0006953708,0.0018669373,0.00006381336,0.000074073025,0.00003906078,0.000007410549,0.00084072695],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99525625,0.0031322138,0.00019644544,0.0002125577,0.00060659356,0.00059587054],"domain_scores_gemma":[0.9865528,0.006895403,0.0017825844,0.00018994711,0.0012605131,0.003318854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005081288,0.00021784601,0.00022838033,0.00055696676,0.0039144666,0.002409823,0.0005140483,0.0015083934,0.0024280283],"category_scores_gemma":[0.016581744,0.00032281267,0.0004152584,0.0003725686,0.0011449127,0.0016500887,0.0020623931,0.0014898395,0.00022574003],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004370002,0.000991676,0.18489031,0.00064091437,0.00005417143,0.004760764,0.7255109,0.00018096258,0.0034825015,0.000601926,0.010849165,0.0675997],"study_design_scores_gemma":[0.000065145854,0.001690697,0.13075618,0.0006494286,0.00008692722,0.002801223,0.8324706,0.00047499075,0.0009896453,0.000158767,0.029795257,0.00006123114],"about_ca_topic_score_codex":0.009261273,"about_ca_topic_score_gemma":0.019783739,"teacher_disagreement_score":0.009261273,"about_ca_system_score_codex":0.001825656,"about_ca_system_score_gemma":0.003072142,"threshold_uncertainty_score":0.026872694},"labels":[],"label_agreement":null},{"id":"W6980597510","doi":"","title":"Cleaning and decontamination of workplaces containing beryllium: Techniques and cleaning solutions","year":2009,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; WorkSafeBC","keywords":"Human decontamination; Pollution prevention; Contamination; Sous vide","score_opus":0.007103867395634176,"score_gpt":0.19816326853321325,"score_spread":0.19105940113757908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980597510","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6474898,0.20976053,0.08302993,0.009696034,0.0039909175,0.0013899667,0.0022003136,0.00087847083,0.041563977],"genre_scores_gemma":[0.64920574,0.10136074,0.1387146,0.0032286788,0.00043709003,0.0012098323,0.002515397,0.0004678276,0.102860115],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626356,0.0007706405,0.00032508656,0.0004755364,0.0019198837,0.00024528243],"domain_scores_gemma":[0.99814796,0.00039656577,0.00035150617,0.00017348939,0.0008708121,0.000059702248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029164182,0.0008590582,0.000665947,0.0012465738,0.0011805991,0.0027860606,0.0007665199,0.002353768,0.005013813],"category_scores_gemma":[0.0027162693,0.00038387848,0.00092928624,0.0010239381,0.0007346278,0.00091168465,0.001032382,0.00096233084,0.002223534],"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":[0.0007504178,0.0002517948,0.004582051,0.005463863,0.00010543175,0.00032489115,0.0015034624,0.0012980187,0.67518497,0.001680894,0.0049043605,0.30394986],"study_design_scores_gemma":[0.00007028215,0.0027239502,0.030057613,0.0018509402,0.00020322418,0.0014034417,0.0016306,0.0010805668,0.57311064,0.0008447474,0.38683593,0.00018801287],"about_ca_topic_score_codex":0.008280823,"about_ca_topic_score_gemma":0.014582667,"teacher_disagreement_score":0.008280823,"about_ca_system_score_codex":0.0014786982,"about_ca_system_score_gemma":0.002543492,"threshold_uncertainty_score":0.016772926},"labels":[],"label_agreement":null},{"id":"W6981045680","doi":"","title":"Developing simple regressions for predicting gold gravity recovery in grinding circuit","year":2002,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grinding; Simple (philosophy); Task (project management); Control theory (sociology); Gold ore","score_opus":0.029082906896423667,"score_gpt":0.24491625749979126,"score_spread":0.21583335060336759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981045680","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2815534,0.00087630097,0.70481807,0.0005218748,0.000108753884,0.0001921436,0.0019646068,0.005964441,0.0040004984],"genre_scores_gemma":[0.8014146,0.0005134869,0.18820629,0.000108341446,0.00007984453,0.00022582534,0.0023469438,0.00035869563,0.006745881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995492,0.00013333313,0.000026903754,0.00014137095,0.00009506515,0.000054067452],"domain_scores_gemma":[0.9947338,0.004107454,0.0004244648,0.00020334718,0.00044105458,0.00008986712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482793,0.0016574551,0.000785267,0.0011518032,0.00026756877,0.0007414642,0.001164484,0.0010836449,0.0039739152],"category_scores_gemma":[0.0104205655,0.00071387086,0.00068031834,0.0010376085,0.0002792876,0.0010313601,0.00040246506,0.0013169673,0.0021784832],"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":[0.000120740566,0.00014146663,0.015322894,0.00008688352,0.000103652696,0.000075174,0.000027015449,0.88656163,0.0046524564,0.0015272408,0.0028248841,0.08855583],"study_design_scores_gemma":[0.0000064026954,0.00002702209,0.0023126935,0.0000049543664,0.000011012969,0.000007273119,0.0000069831995,0.9954217,0.0011760199,0.0007429159,0.00027721914,0.000005745034],"about_ca_topic_score_codex":0.015632654,"about_ca_topic_score_gemma":0.018183848,"teacher_disagreement_score":0.015632654,"about_ca_system_score_codex":0.0007529915,"about_ca_system_score_gemma":0.0007854755,"threshold_uncertainty_score":0.031083345},"labels":[],"label_agreement":null},{"id":"W6981330635","doi":"","title":"$0.39 Earnings Per Share Expected for Avangrid Inc (NYSE:AGR) This Quarter","year":2020,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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); Earnings; Payment; Duration (music)","score_opus":0.008378280594821734,"score_gpt":0.2014105225892805,"score_spread":0.19303224199445876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981330635","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":[0.008550537,0.0005813147,0.00076267973,0.0028397318,0.0018322503,0.00010405997,0.017544797,0.0014534907,0.96633106],"genre_scores_gemma":[0.006957121,0.00032535088,0.00017974694,0.00030846844,0.00011496577,0.00003240826,0.0071667843,0.00013503931,0.9847801],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975425,0.000015083063,0.000007848241,0.00003371875,0.00011982264,0.000069364294],"domain_scores_gemma":[0.9997129,0.000010233757,0.000020648227,0.000018622071,0.00012236419,0.00011520962],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029859802,0.0007877965,0.00026225884,0.00086849806,0.0009781012,0.0016659581,0.00046873247,0.00091980206,0.4131894],"category_scores_gemma":[0.00074728986,0.00019887797,0.00037439298,0.00060794817,0.0002692326,0.0009677362,0.0014029406,0.00083446945,0.41792113],"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":[0.00010123475,0.00005830791,0.00068257225,0.00003239495,0.00000312168,0.000033921653,0.000016743135,0.000142581,0.0005724244,0.0022437132,0.952712,0.043401107],"study_design_scores_gemma":[0.000033227476,0.000072815004,0.003843868,0.00004673931,0.000004368721,0.000049031125,0.0000995024,0.00035638854,0.0005163298,0.0006520447,0.9943184,0.0000073351634],"about_ca_topic_score_codex":0.016230205,"about_ca_topic_score_gemma":0.027652347,"teacher_disagreement_score":0.5868106,"about_ca_system_score_codex":0.00083387294,"about_ca_system_score_gemma":0.0014735662,"threshold_uncertainty_score":0.8370141},"labels":[],"label_agreement":null},{"id":"W6981764511","doi":"","title":"Finite element computations of transonic viscous flows with the streamline upwind Petrov-Galerkin (SUPG) formulation","year":2006,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transonic; Airfoil; Computation; Finite element method; Upwind scheme; Shock (circulatory); Discontinuity (linguistics); Flux limiter; Supersonic speed","score_opus":0.00759829404355871,"score_gpt":0.20542424305839674,"score_spread":0.19782594901483802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981764511","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14022978,0.0002625059,0.85007447,0.00027001835,0.00005912613,0.00007396682,0.0002001692,0.0007812688,0.00804866],"genre_scores_gemma":[0.59199584,0.00028194016,0.39759028,0.000077125274,0.000034673987,0.00016071422,0.0002940203,0.00035373337,0.009211675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998493,0.00005364551,0.000008279412,0.000016561678,0.000057227084,0.000015067216],"domain_scores_gemma":[0.99958295,0.00022598973,0.00004272295,0.000053626307,0.00006914577,0.000025521966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039931718,0.0005063658,0.0006107,0.00027711794,0.0003324686,0.00057044916,0.0006842245,0.00074616016,0.0021583338],"category_scores_gemma":[0.0011362231,0.00031707654,0.00036068392,0.00028133794,0.00048391594,0.0006589979,0.0007736757,0.0007975728,0.0005988965],"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":[0.00006522765,0.00005018099,0.00078951236,0.00008002734,0.000015929783,0.0000821934,0.00011641444,0.9427135,0.015053407,0.007981526,0.0006992694,0.03235288],"study_design_scores_gemma":[0.000007288022,0.000015344664,0.00009915534,0.0000035346177,0.0000014058638,0.000013345004,0.0000075271605,0.99607736,0.0020996071,0.00093096675,0.00074183155,0.0000025863565],"about_ca_topic_score_codex":0.0024473276,"about_ca_topic_score_gemma":0.002600688,"teacher_disagreement_score":0.0024473276,"about_ca_system_score_codex":0.00036375443,"about_ca_system_score_gemma":0.0005682547,"threshold_uncertainty_score":0.0072203875},"labels":[],"label_agreement":null},{"id":"W6981945828","doi":"","title":"Gamification as Bridge of Intrinsic and Extrinsic Motivations in Chinese Post-secondary Education","year":2024,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Architecture and Computational Design","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":"McGill University","funders":"","keywords":"Bridge (graph theory); Field (mathematics); Work (physics); Term (time)","score_opus":0.010465319692905335,"score_gpt":0.283672793998943,"score_spread":0.2732074743060377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981945828","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":[0.99494714,0.000033746317,0.00017253934,0.00008182173,0.000003379503,0.000006580906,0.000009077311,0.0000024755052,0.0047433525],"genre_scores_gemma":[0.99903834,0.000014626018,0.00009463674,0.000008067986,6.175391e-7,0.0000037435555,0.000010037496,0.0000011345908,0.00082882476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957484,0.00012251225,0.000018410843,0.00006565468,0.00008934667,0.00012918345],"domain_scores_gemma":[0.9974445,0.001167978,0.00035849688,0.00010047497,0.00026007448,0.00066852465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010560009,0.0002346402,0.00029706498,0.0007723163,0.0011433074,0.00213819,0.0003424338,0.00038239796,0.004814863],"category_scores_gemma":[0.004651521,0.0001833248,0.00028194775,0.000623421,0.0012949519,0.0011218885,0.0013375591,0.0013714607,0.00021732341],"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":[0.0005210104,0.0010375704,0.85506076,0.00013186573,0.00007509701,0.00052522466,0.06422395,0.00047905283,0.0023574657,0.024470964,0.0010594153,0.05005768],"study_design_scores_gemma":[0.000019881263,0.00014173817,0.95918137,0.000067048604,0.000055603323,0.00010597825,0.0288998,0.0029161733,0.0004993692,0.0066056633,0.0014764022,0.000031012143],"about_ca_topic_score_codex":0.011295527,"about_ca_topic_score_gemma":0.016813079,"teacher_disagreement_score":0.011295527,"about_ca_system_score_codex":0.0009767462,"about_ca_system_score_gemma":0.001371392,"threshold_uncertainty_score":0.022459567},"labels":[],"label_agreement":null},{"id":"W6984860035","doi":"","title":"Toledo, Ohio","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Architecture and Computational 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":"Summit; German; Context (archaeology); Identification (biology)","score_opus":0.0051307738554054565,"score_gpt":0.17623451648124716,"score_spread":0.17110374262584171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984860035","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":[0.0014608459,0.0011919121,0.00057772594,0.001108503,0.0012661252,0.0000638193,0.005149591,0.00043254902,0.9887489],"genre_scores_gemma":[0.004888904,0.0010639927,0.0005800204,0.00030346352,0.00012553413,0.00005106434,0.0022671414,0.00024418908,0.99047583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993229,0.000043508586,0.000027002705,0.0002631765,0.00024216971,0.00010118162],"domain_scores_gemma":[0.99934953,0.00009608303,0.00004274374,0.00009038707,0.00022726298,0.00019394113],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044294115,0.0015635676,0.0007123713,0.001262268,0.004180189,0.0049857623,0.001115112,0.0017060325,0.7939389],"category_scores_gemma":[0.0010698156,0.0005627547,0.00057407253,0.0016878479,0.0007256579,0.0020848133,0.0023791364,0.002185678,0.50576955],"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":[0.00028296324,0.0003491768,0.002079916,0.00026452192,0.000022046552,0.0006223532,0.0003338124,0.0003046733,0.0016065248,0.016151723,0.77593595,0.20204628],"study_design_scores_gemma":[0.000028571121,0.000025368992,0.0016083793,0.00010695402,0.0000054625807,0.000085525615,0.00021231498,0.000098318065,0.0001903172,0.0008775111,0.99675214,0.000009138562],"about_ca_topic_score_codex":0.01143079,"about_ca_topic_score_gemma":0.040932328,"teacher_disagreement_score":0.20606112,"about_ca_system_score_codex":0.0015228622,"about_ca_system_score_gemma":0.0027512712,"threshold_uncertainty_score":0.29392117},"labels":[],"label_agreement":null},{"id":"W6986795325","doi":"","title":"Reconstructing temperature from tree rings of Pacific silver fir in Coastal British Columbia","year":2008,"lang":"en","type":"article","venue":"Research Exchange (Washington State University)","topic":"Architecture and Computational 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":"Boreal; Calibration; Dendrochronology; Taiga; Pacific ocean; Montane ecology","score_opus":0.02444756887091989,"score_gpt":0.21384476846202025,"score_spread":0.18939719959110035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986795325","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":[0.99837303,0.00003575469,0.00071650033,0.000011907601,0.0000011342592,0.0000026199398,0.00039088228,0.000031445736,0.0004365384],"genre_scores_gemma":[0.99792373,0.000029941019,0.0011003473,0.000002192169,6.166625e-7,0.0000025818167,0.00063941424,0.000008925146,0.00029211098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999398,0.0000066831863,0.000002587235,0.00002066635,0.000010761123,0.000019472835],"domain_scores_gemma":[0.99975556,0.000045744862,0.000033244472,0.00002556306,0.00010667398,0.000033182547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016421065,0.0002210791,0.00016549396,0.0008362027,0.00046892688,0.0005847315,0.000402803,0.00018793337,0.0006507399],"category_scores_gemma":[0.0010027727,0.000247946,0.00015394783,0.00081599713,0.00018375127,0.00013971572,0.00019934557,0.0001986926,0.00014575773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025340792,0.000040687963,0.786139,0.000044227778,0.000092180795,0.00037796755,0.00047397852,0.14365894,0.011102709,0.00049984653,0.0010382859,0.056278765],"study_design_scores_gemma":[0.000031267176,0.0000147364335,0.7209371,0.000024508208,0.000042731168,0.00007922157,0.0005300565,0.2733936,0.0029563822,0.00026848752,0.0016867305,0.00003518898],"about_ca_topic_score_codex":0.79126257,"about_ca_topic_score_gemma":0.9051126,"teacher_disagreement_score":0.20873743,"about_ca_system_score_codex":0.0020423965,"about_ca_system_score_gemma":0.0022060752,"threshold_uncertainty_score":0.41993344},"labels":[],"label_agreement":null},{"id":"W6987716007","doi":"","title":"Tools to help build a better cubicle","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.009780078829627637,"score_gpt":0.20607000320023158,"score_spread":0.19628992437060394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987716007","genre_codex":"methods","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":[0.009812883,0.00045879753,0.69886565,0.0053681727,0.0032309776,0.00072325196,0.0022664943,0.10138721,0.17788662],"genre_scores_gemma":[0.076964885,0.00058744097,0.6985579,0.0009440843,0.00038741165,0.00066851877,0.0057469113,0.03088686,0.18525599],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955178,0.0013218769,0.00026058807,0.0003569782,0.00222971,0.0003130628],"domain_scores_gemma":[0.9780044,0.0041209473,0.00062491704,0.0060312278,0.010012604,0.001205831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056199594,0.0012122928,0.0008087492,0.0047277836,0.0022225494,0.004384247,0.001997687,0.0016732822,0.17859535],"category_scores_gemma":[0.029919226,0.0011609587,0.0010263851,0.0017965706,0.0010087476,0.0055125197,0.004054546,0.0028499758,0.07520851],"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":[0.00021063424,0.0001295841,0.0016542595,0.0003995693,0.000041632997,0.0004003705,0.0011334823,0.007629526,0.007931088,0.043145012,0.46119082,0.47613406],"study_design_scores_gemma":[0.00009235342,0.00005384333,0.00046633242,0.00014976806,0.000023914261,0.00022778328,0.00041415181,0.023283709,0.0056889965,0.023678746,0.9458493,0.000071120194],"about_ca_topic_score_codex":0.0038589437,"about_ca_topic_score_gemma":0.009741226,"teacher_disagreement_score":0.17859535,"about_ca_system_score_codex":0.0012091323,"about_ca_system_score_gemma":0.0042717988,"threshold_uncertainty_score":0.597461},"labels":[],"label_agreement":null},{"id":"W6990546713","doi":"","title":"Diseño generativo en Arquitectura. Una reinterpretación de la ETSAM","year":2024,"lang":"es","type":"dissertation","venue":"UPM Digital Archive (Technical University of Madrid)","topic":"Architecture and Computational 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; Conceptualization; Function (biology); Field (mathematics); Domain (mathematical analysis)","score_opus":0.002658542851191107,"score_gpt":0.20585684799748877,"score_spread":0.20319830514629766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990546713","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":[0.03236675,0.009317618,0.4243868,0.014270105,0.0014264944,0.00031115027,0.0005812853,0.0014181234,0.5159216],"genre_scores_gemma":[0.5752448,0.010273669,0.21787925,0.0022689991,0.0004037981,0.0004801898,0.0010848088,0.0011444133,0.1912201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99424994,0.0024356518,0.00044399372,0.0008444758,0.0016594393,0.000366523],"domain_scores_gemma":[0.9965892,0.0012320734,0.00028225526,0.0007893918,0.00087018055,0.00023685166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038788128,0.0014508408,0.0004319608,0.002746935,0.002742565,0.014312235,0.0013551351,0.0016803904,0.01695033],"category_scores_gemma":[0.005952708,0.00071880175,0.0011582876,0.002783919,0.008156086,0.011439868,0.006251734,0.0031689147,0.0036352475],"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":[0.00003439536,0.000025388315,0.0019453891,0.00037803,0.000026591508,0.00025984173,0.015439342,0.0016971512,0.002276417,0.8923897,0.006417626,0.07911005],"study_design_scores_gemma":[0.000016888864,0.00006456135,0.0026447582,0.0006529301,0.000061688,0.00045332668,0.009996364,0.0048428127,0.003005341,0.25923336,0.7189672,0.000060788632],"about_ca_topic_score_codex":0.01653886,"about_ca_topic_score_gemma":0.019417977,"teacher_disagreement_score":0.01695033,"about_ca_system_score_codex":0.0061209965,"about_ca_system_score_gemma":0.005349494,"threshold_uncertainty_score":0.05670452},"labels":[],"label_agreement":null},{"id":"W6991344270","doi":"","title":"Glass Structures Redesigned - Summit Road Glass House","year":2021,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Architecture and Computational 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":"Summit; Studio; Quarter (Canadian coin); Architecture; Fantasy; Window (computing); EPIC","score_opus":0.0100912187461713,"score_gpt":0.18717730196207963,"score_spread":0.17708608321590832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991344270","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":[0.62542695,0.0005922724,0.0682502,0.0020179534,0.0014950755,0.0005376303,0.0007484144,0.0030818267,0.29784974],"genre_scores_gemma":[0.7742715,0.00032022933,0.09435791,0.00038865197,0.00007210027,0.00018651836,0.0007149461,0.000792398,0.12889573],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965024,0.000076119606,0.0000070600586,0.000044301196,0.00014764264,0.00007461536],"domain_scores_gemma":[0.99983895,0.000016520113,0.000007866388,0.00005714932,0.000035675173,0.00004385101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003717494,0.00062077487,0.00018549227,0.0003204898,0.0011244318,0.0016201532,0.00084067584,0.00076403713,0.01613493],"category_scores_gemma":[0.00061416806,0.00036737093,0.00042997283,0.00024949762,0.00077581196,0.000917209,0.0014961011,0.00080294086,0.0026806707],"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":[0.0009294982,0.0009018534,0.008249152,0.0006128513,0.00011559972,0.0068301545,0.01751176,0.041979205,0.17931576,0.16360493,0.15017185,0.4297774],"study_design_scores_gemma":[0.00011349307,0.00097284105,0.014340023,0.00009887389,0.00009755102,0.0019788647,0.006634159,0.020531967,0.040778037,0.009532075,0.9047638,0.00015835663],"about_ca_topic_score_codex":0.0067370147,"about_ca_topic_score_gemma":0.025933687,"teacher_disagreement_score":0.01613493,"about_ca_system_score_codex":0.0010744608,"about_ca_system_score_gemma":0.00071389123,"threshold_uncertainty_score":0.053976655},"labels":[],"label_agreement":null},{"id":"W6991919511","doi":"","title":"An interface for human memory augmentation","year":2017,"lang":"en","type":"dissertation","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Architecture and Computational Design","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Fusible alloy","score_opus":0.013509843873216229,"score_gpt":0.2939906354857811,"score_spread":0.28048079161256484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991919511","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":[0.067005076,0.0027012108,0.8113954,0.00223263,0.0016316827,0.00071161933,0.0012367787,0.022534568,0.09055112],"genre_scores_gemma":[0.48967054,0.001413473,0.43410847,0.0021656072,0.00032904546,0.0011031079,0.0010580423,0.0013764242,0.0687753],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999721,0.00007984985,0.000020641424,0.000073431744,0.00007299939,0.000032088305],"domain_scores_gemma":[0.9993586,0.0002724752,0.000024520898,0.00012561257,0.00015969427,0.000059190264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006084351,0.00085191656,0.00041490246,0.0004350218,0.00044553046,0.0015883256,0.0011979138,0.0009961744,0.056991823],"category_scores_gemma":[0.003358276,0.00026546078,0.0004571647,0.00024341777,0.00047400297,0.0022895334,0.0022639313,0.00062218873,0.0070446306],"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":[0.0021999339,0.0004916181,0.0011062068,0.0007327726,0.00008650627,0.0006100932,0.0022638708,0.0023828868,0.10288175,0.025362011,0.06652307,0.79535925],"study_design_scores_gemma":[0.0007767225,0.0022593278,0.0068247397,0.0012085862,0.0006818595,0.003725176,0.002692066,0.1543954,0.14416604,0.09755149,0.58546877,0.0002498925],"about_ca_topic_score_codex":0.00050784927,"about_ca_topic_score_gemma":0.000818164,"teacher_disagreement_score":0.056991823,"about_ca_system_score_codex":0.00020757134,"about_ca_system_score_gemma":0.00037325936,"threshold_uncertainty_score":0.1906566},"labels":[],"label_agreement":null},{"id":"W6992065413","doi":"","title":"Jūgendstila mākslinieciskās izteiksmes līdzekļu izpēte Rīgas arhitektūrā vizuālās mākslas stundās 7.klasē","year":2015,"lang":"lv","type":"dissertation","venue":"E-resource repository of the University of Latvia (University of Latvia)","topic":"Architecture and Computational 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":"Term (time); European union; Context (archaeology); Work (physics)","score_opus":0.009643643054074232,"score_gpt":0.18005309538522332,"score_spread":0.1704094523311491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992065413","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":[0.038489092,0.0045454926,0.0039767274,0.049282074,0.0025238807,0.00042886802,0.0009760316,0.00048089153,0.8992969],"genre_scores_gemma":[0.1285856,0.006093996,0.004526983,0.006638714,0.00041745824,0.00031877257,0.0006270982,0.00035368995,0.8524377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650586,0.00070123025,0.00015429559,0.0003954803,0.0014522875,0.00079092063],"domain_scores_gemma":[0.99613935,0.00060965016,0.00037806528,0.00030306866,0.0013156871,0.0012540505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022518195,0.0007041761,0.00048850325,0.0012497802,0.0056573004,0.013443204,0.0012523022,0.0020571768,0.10055667],"category_scores_gemma":[0.0058234595,0.0003733501,0.00062183535,0.0013098906,0.0033821303,0.006415206,0.008683711,0.0040741176,0.044639375],"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":[0.00020926807,0.0005413934,0.015472483,0.0010078865,0.00004000702,0.0015351397,0.055829946,0.00027464493,0.0034468304,0.19225128,0.49308705,0.23630409],"study_design_scores_gemma":[0.000006226227,0.000058429585,0.00787705,0.00033063427,0.000010298358,0.00039519474,0.022697967,0.00006480321,0.00063880236,0.0067096245,0.96118283,0.000028069573],"about_ca_topic_score_codex":0.010398349,"about_ca_topic_score_gemma":0.026480148,"teacher_disagreement_score":0.10055667,"about_ca_system_score_codex":0.0052169445,"about_ca_system_score_gemma":0.010574085,"threshold_uncertainty_score":0.33639556},"labels":[],"label_agreement":null},{"id":"W6998947602","doi":"","title":"Asymptotic bamboo: a gridshell structure formed from coppiced bamboo in Belfast","year":2023,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University","keywords":"Bamboo; Construct (python library); Online community; Indigenous; Process (computing); Network topology","score_opus":0.014135061544919005,"score_gpt":0.24111866293035011,"score_spread":0.2269836013854311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998947602","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":[0.96200514,0.00016807819,0.00983201,0.00030743523,0.000041554096,0.000050086866,0.00024752188,0.000103132305,0.027245067],"genre_scores_gemma":[0.98054093,0.000074998556,0.0055910945,0.000030306579,0.000002633198,0.000015982116,0.00013862342,0.000023461582,0.013581936],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999032,0.0000127661115,0.0000029103705,0.000026574504,0.000032779102,0.000021854046],"domain_scores_gemma":[0.9999393,0.000014911636,0.000008989776,0.000008158553,0.000011274415,0.000017306382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017731349,0.00018341502,0.00010960742,0.00035901734,0.0012111817,0.00074397435,0.00041171108,0.0005599556,0.0054422063],"category_scores_gemma":[0.0002325564,0.000129326,0.000115862764,0.00033225535,0.0010138719,0.0005392475,0.00069491914,0.00023613761,0.00054367015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014302515,0.00031701723,0.07659697,0.0013004022,0.000058134403,0.017401073,0.064412534,0.026658371,0.60712814,0.027065875,0.009651735,0.16797943],"study_design_scores_gemma":[0.000079757345,0.00131739,0.42815682,0.00053759536,0.00008169048,0.009156117,0.13596709,0.026090197,0.13084048,0.007820114,0.2597548,0.00019786629],"about_ca_topic_score_codex":0.019828467,"about_ca_topic_score_gemma":0.07911343,"teacher_disagreement_score":0.019828467,"about_ca_system_score_codex":0.001148808,"about_ca_system_score_gemma":0.00053314096,"threshold_uncertainty_score":0.03942609},"labels":[],"label_agreement":null},{"id":"W7000508921","doi":"","title":"Fast Forward 016: Christina van Bohemen + Teena Hale-Pennington","year":2016,"lang":"en","type":"other","venue":"University of Auckland Data Repository","topic":"Architecture and Computational 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":"Key (lock); Position (finance); Quarter (Canadian coin); Architecture","score_opus":0.00640707727217195,"score_gpt":0.17964089123443913,"score_spread":0.17323381396226717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000508921","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":[0.002832874,0.01801527,0.0060272017,0.14699312,0.03419867,0.00020284233,0.0022632808,0.0022677511,0.78719896],"genre_scores_gemma":[0.004157746,0.0026729228,0.0009012035,0.00372266,0.0006270243,0.00004163025,0.0003460268,0.00043599657,0.9870948],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986312,0.00021075393,0.000044309585,0.00026236154,0.0007065747,0.00014485071],"domain_scores_gemma":[0.9970059,0.0003683664,0.00012439452,0.00017710436,0.0010080335,0.0013162039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022350089,0.0005941494,0.00041220099,0.0012619621,0.003499128,0.007202017,0.000742855,0.001722773,0.28988525],"category_scores_gemma":[0.005753658,0.00035183536,0.00024351316,0.0012397836,0.001212056,0.006382463,0.0040079188,0.0022477864,0.17919838],"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":[0.0000056624217,0.000007109221,0.00014499456,0.00003693606,4.588642e-7,0.000028573731,0.00027563644,0.00001594848,0.00006483216,0.0029587424,0.96546334,0.030997738],"study_design_scores_gemma":[7.321139e-7,0.0000021720675,0.00008359816,0.000029879364,3.070926e-7,0.000055765922,0.00031944172,0.000014948084,0.000042688152,0.0003920836,0.9990565,0.0000019542913],"about_ca_topic_score_codex":0.010168982,"about_ca_topic_score_gemma":0.04068777,"teacher_disagreement_score":0.28988525,"about_ca_system_score_codex":0.002268005,"about_ca_system_score_gemma":0.004149001,"threshold_uncertainty_score":0.9697628},"labels":[],"label_agreement":null},{"id":"W7001057838","doi":"","title":"How Intelligent Manufacturing Holons Configure Themselves","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agile manufacturing; Agile software development; Computer-integrated manufacturing; Distributed manufacturing; Advanced manufacturing; Manufacturing","score_opus":0.013624831153133449,"score_gpt":0.20087037178867187,"score_spread":0.18724554063553842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001057838","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":[0.41802222,0.00096567057,0.3415021,0.0047395723,0.0002712749,0.00010489951,0.00009000314,0.0013941296,0.23291016],"genre_scores_gemma":[0.9585185,0.00041302314,0.024808185,0.00036138415,0.000031170508,0.00005091225,0.000068548485,0.00014739367,0.015600856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995365,0.00019542518,0.00001555867,0.00008769125,0.00008010853,0.000084711835],"domain_scores_gemma":[0.9994124,0.00012956861,0.000057188496,0.00021840769,0.000082858925,0.00009960514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069496053,0.00025462403,0.0001680426,0.00030897663,0.0008094701,0.004161995,0.00062572584,0.0012850545,0.0038031247],"category_scores_gemma":[0.0017597819,0.00028746185,0.00018016537,0.00021290542,0.0017688695,0.004646883,0.0011694484,0.0005470018,0.0011619377],"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":[0.0002289566,0.000099664954,0.007591223,0.00011552056,0.000053249318,0.0006598788,0.0048399237,0.08692843,0.020953808,0.7712978,0.0097508,0.097480714],"study_design_scores_gemma":[0.000070391165,0.0001334552,0.004010554,0.00011645688,0.00005011299,0.0005055092,0.004555679,0.2100542,0.012206142,0.6325544,0.13564803,0.000095047704],"about_ca_topic_score_codex":0.0012950684,"about_ca_topic_score_gemma":0.001573417,"teacher_disagreement_score":0.004161995,"about_ca_system_score_codex":0.0007537711,"about_ca_system_score_gemma":0.0005019822,"threshold_uncertainty_score":0.012722731},"labels":[],"label_agreement":null},{"id":"W7001995792","doi":"","title":"Memòria Acadèmica i Institucional del Curs Acadèmic 2013-2014","year":2015,"lang":"ca","type":"other","venue":"Repositori Institucional De La Uvic (Universitat De Vic Universitat Central De Catalunya)","topic":"Architecture and Computational Design","field":"Engineering","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":"University of Victoria","keywords":"Context (archaeology); Government (linguistics); Perspective (graphical); Field (mathematics); Focus (optics); Work (physics)","score_opus":0.0057684262758739705,"score_gpt":0.20851006441806674,"score_spread":0.20274163814219276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001995792","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":[0.0054949597,0.013588002,0.0021270385,0.11665283,0.136923,0.00039135807,0.025040803,0.0020826422,0.6976993],"genre_scores_gemma":[0.018593684,0.004348601,0.0013725591,0.003753163,0.009589038,0.00019831605,0.005283901,0.00071055756,0.95615023],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99389994,0.00030757632,0.00030291552,0.00063493184,0.0038054353,0.0010491422],"domain_scores_gemma":[0.98938984,0.0005033988,0.00054695725,0.00063599116,0.0061918027,0.002732054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007004631,0.0009772177,0.0009797832,0.005387812,0.0046432693,0.011077617,0.0022323255,0.0028763658,0.15931195],"category_scores_gemma":[0.014124852,0.0004279536,0.00075548404,0.004127566,0.0020288697,0.0029703234,0.00681015,0.004118606,0.06439409],"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":[0.000063791325,0.000023358287,0.00033359922,0.000080439015,0.0000037341333,0.000035468565,0.00011263591,0.00006688213,0.00010716894,0.009150073,0.963769,0.026253723],"study_design_scores_gemma":[0.000007788641,0.0000073108927,0.0010818286,0.000083013976,0.0000032663172,0.000018117944,0.00011992711,0.00003898007,0.00018493808,0.00067643414,0.9977729,0.00000554642],"about_ca_topic_score_codex":0.060477853,"about_ca_topic_score_gemma":0.09496101,"teacher_disagreement_score":0.15931195,"about_ca_system_score_codex":0.01606871,"about_ca_system_score_gemma":0.034396466,"threshold_uncertainty_score":0.5329516},"labels":[],"label_agreement":null},{"id":"W7008243840","doi":"","title":"Architectural aspect of aging at home applying the principles of biophilic and universal design: experimental project of residential quarter in the territory of the former Linkuva manor residence.","year":2021,"lang":"en","type":"article","venue":"KTUePubl (Repository of Kaunas University of Technology)","topic":"Architecture and Computational 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":"Quarter (Canadian coin); Natural (archaeology); Aging in place; Design elements and principles; Universal design; Architectural design","score_opus":0.011208800856960036,"score_gpt":0.19310029777424859,"score_spread":0.18189149691728856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008243840","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":[0.99357986,0.00002285255,0.0019354998,0.00006415436,0.0000066773086,0.000074602205,0.00006483932,0.000016826454,0.0042348583],"genre_scores_gemma":[0.9922386,0.000039258142,0.004200228,0.00001424811,0.0000019324068,0.000087247805,0.00005077625,0.000011865615,0.0033559937],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99954945,0.00028382923,0.000007894325,0.000046380886,0.00003997215,0.00007254739],"domain_scores_gemma":[0.99973875,0.00005103516,0.000016894997,0.00006897166,0.000028654164,0.000095651245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006169075,0.0003040336,0.00024473396,0.00037572396,0.0019747233,0.00077314023,0.00070487364,0.00046832516,0.0033605432],"category_scores_gemma":[0.00063461665,0.00016604987,0.00027721756,0.00031594103,0.0020916774,0.00045020314,0.0016152028,0.00047060478,0.00027495675],"study_design_candidate":"bench_or_experimental","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":[0.004199042,0.019166425,0.1519249,0.0012215336,0.00022348612,0.020073215,0.37949446,0.03144842,0.09045484,0.08353995,0.0137836775,0.2044701],"study_design_scores_gemma":[0.0005420698,0.019704392,0.31293678,0.00025005138,0.00025084757,0.00571302,0.4258305,0.025837235,0.03435786,0.02259855,0.15173991,0.00023877971],"about_ca_topic_score_codex":0.004633262,"about_ca_topic_score_gemma":0.016032418,"teacher_disagreement_score":0.004633262,"about_ca_system_score_codex":0.0010102148,"about_ca_system_score_gemma":0.0011589824,"threshold_uncertainty_score":0.011242151},"labels":[],"label_agreement":null},{"id":"W7008515719","doi":"","title":"Building Science Insight 2005/06 - Roofing: Staying on Top of Technology and Change","year":2005,"lang":"en","type":"book","venue":"NPARC","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Focus (optics); Key (lock); Field (mathematics)","score_opus":0.015224139280131103,"score_gpt":0.226356069889927,"score_spread":0.21113193060979588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008515719","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":[0.00075395947,0.0030221492,0.0057904506,0.005021756,0.003380095,0.00004808053,0.00023352633,0.0008097561,0.98094016],"genre_scores_gemma":[0.0042353175,0.0017480727,0.0021968253,0.0002592897,0.00029580455,0.000013701362,0.0001785384,0.00030303226,0.9907693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993285,0.000052800395,0.000011233002,0.000054493194,0.00051106303,0.000042003674],"domain_scores_gemma":[0.9992434,0.000095779615,0.000024885301,0.000084637424,0.00039253425,0.00015881933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058016,0.00047831982,0.00036375422,0.0007886329,0.0012194563,0.0045086774,0.000696847,0.0013179616,0.19415049],"category_scores_gemma":[0.001749245,0.00036196498,0.00027520984,0.0010022183,0.00086317305,0.0027310888,0.0012121114,0.0018744271,0.092930526],"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":[0.000006145585,0.000009763988,0.000054773016,0.00008585998,0.0000019077972,0.000027755868,0.00012123311,0.00018256715,0.00035487482,0.057908405,0.82768166,0.11356509],"study_design_scores_gemma":[7.451348e-7,0.000004294847,0.000104009385,0.000030177374,9.22097e-7,0.000039088944,0.00003398659,0.00007330687,0.00014609723,0.004928857,0.99463636,0.0000021767635],"about_ca_topic_score_codex":0.003243086,"about_ca_topic_score_gemma":0.017487971,"teacher_disagreement_score":0.19415049,"about_ca_system_score_codex":0.0017150439,"about_ca_system_score_gemma":0.0019423603,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7008539627","doi":"","title":"Campus per ragazzi neuro-atipici","year":2024,"lang":"it","type":"book-chapter","venue":"Institutional Research Information System University of Ferrara (University of Ferrara)","topic":"Architecture and Computational 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":"Context (archaeology); Human life","score_opus":0.04451886241117237,"score_gpt":0.23375621630289664,"score_spread":0.18923735389172427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008539627","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":[0.025063073,0.054742355,0.034206647,0.083658606,0.009757707,0.0004189523,0.0011492921,0.0024652672,0.7885381],"genre_scores_gemma":[0.18524632,0.05340559,0.029979367,0.01078214,0.0060286582,0.0007742571,0.001412929,0.0009329064,0.7114378],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978321,0.0005382831,0.00011527859,0.00048400724,0.00073637604,0.0002939556],"domain_scores_gemma":[0.995158,0.00073222065,0.0003065945,0.000704685,0.0011793963,0.0019190669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025413383,0.0009970816,0.00060646085,0.0018218481,0.001971375,0.007953179,0.0015598625,0.0022901162,0.13546883],"category_scores_gemma":[0.0053272536,0.00035337728,0.00063405867,0.0017738644,0.0017057899,0.0038912205,0.006896071,0.0031689089,0.06867296],"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":[0.00026459622,0.00039870662,0.0051473454,0.0008082592,0.00005346974,0.00033346476,0.0015585957,0.0011599705,0.003891821,0.1194401,0.21102718,0.6559165],"study_design_scores_gemma":[0.000020665258,0.00010615466,0.0030189184,0.000324986,0.000017928485,0.0003051014,0.00049208355,0.00060396903,0.0010554721,0.01851953,0.9755097,0.000025473762],"about_ca_topic_score_codex":0.0026139414,"about_ca_topic_score_gemma":0.0035926278,"teacher_disagreement_score":0.13546883,"about_ca_system_score_codex":0.00247339,"about_ca_system_score_gemma":0.006065089,"threshold_uncertainty_score":0.45318836},"labels":[],"label_agreement":null},{"id":"W7008810732","doi":"","title":"Consumers' attitudes towards weight control and its influence in food choice","year":2011,"lang":"es","type":"other","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"Architecture and Computational 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":"Food choice; Weight control; Control (management); Consumer choice; Food intake","score_opus":0.08594390487427694,"score_gpt":0.30119984797495913,"score_spread":0.2152559431006822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008810732","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":[0.99005324,0.00050173636,0.00014867914,0.0007684448,0.000022778018,0.0000065818826,0.000085569096,0.0000031260288,0.008409895],"genre_scores_gemma":[0.99597883,0.00048348206,0.00012886057,0.00010817227,0.000019736868,0.0000060924795,0.00005396071,0.0000048402617,0.0032160783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997665,0.00010768297,0.0000067301276,0.000028477853,0.00006441509,0.000026285641],"domain_scores_gemma":[0.9984493,0.00090047653,0.00019560284,0.00008177348,0.00021469989,0.0001580696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010053397,0.00015910476,0.00013900611,0.00026568916,0.00023342276,0.0011775845,0.00010812851,0.00033721904,0.0052060257],"category_scores_gemma":[0.0033107626,0.00014988497,0.00017765026,0.00035253153,0.00046401814,0.000306615,0.00026270954,0.0006997312,0.00031648128],"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":[0.004180635,0.0021306511,0.8391363,0.00014520365,0.00027290673,0.0002696743,0.01149638,0.0005406811,0.0052253203,0.0036674603,0.004391737,0.12854303],"study_design_scores_gemma":[0.00003996223,0.00021732361,0.9932207,0.000023898701,0.0000728689,0.000037260867,0.0018341141,0.0006959627,0.00037089258,0.0012825401,0.0021866725,0.000017847278],"about_ca_topic_score_codex":0.021937393,"about_ca_topic_score_gemma":0.03142225,"teacher_disagreement_score":0.021937393,"about_ca_system_score_codex":0.00065399,"about_ca_system_score_gemma":0.0002885272,"threshold_uncertainty_score":0.043619394},"labels":[],"label_agreement":null},{"id":"W7011643519","doi":"","title":"Memory Book from University of Calgary","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Architecture and Computational Design","field":"Engineering","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":"Work (physics); Exposition (narrative); Set (abstract data type); Theme (computing); Presentation (obstetrics)","score_opus":0.0036528876128220614,"score_gpt":0.15472335539470983,"score_spread":0.15107046778188776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011643519","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":[0.00028118512,0.008474505,0.0026225839,0.0018656706,0.002403406,0.00003822657,0.0011312962,0.0010982837,0.9820848],"genre_scores_gemma":[0.00058212783,0.0016978935,0.0005416042,0.00019379653,0.00013005265,0.00000940712,0.00031585153,0.00028182473,0.99624735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993734,0.000034885124,0.00002394948,0.000116464544,0.0003881237,0.00006325139],"domain_scores_gemma":[0.9987903,0.0001393534,0.000030850206,0.0001694155,0.0006812073,0.00018890582],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046667075,0.0016320741,0.0010790398,0.0039642956,0.0025468548,0.0056135887,0.0012943632,0.0012870113,0.5019567],"category_scores_gemma":[0.0017856795,0.0007870031,0.0006112287,0.0041887686,0.0007568135,0.0025851917,0.0020986472,0.0021930388,0.3613827],"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":[0.000010963038,0.000012301367,0.00005718041,0.000051930954,0.000002314632,0.000021512213,0.000045985205,0.0001726447,0.00013150898,0.009334263,0.87917495,0.11098442],"study_design_scores_gemma":[0.000002009421,0.0000030982715,0.00008642223,0.000049313334,0.0000015989973,0.000018735482,0.000021985095,0.00004848518,0.00007676098,0.0017603195,0.9979284,0.0000028217505],"about_ca_topic_score_codex":0.04163927,"about_ca_topic_score_gemma":0.13049614,"teacher_disagreement_score":0.5019567,"about_ca_system_score_codex":0.00459853,"about_ca_system_score_gemma":0.005285983,"threshold_uncertainty_score":0.7103983},"labels":[],"label_agreement":null},{"id":"W7015257713","doi":"","title":"Second Quarter Shows the Slow Build Is Underway for Stem","year":2021,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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); Work (physics); Government (linguistics)","score_opus":0.0126043578246807,"score_gpt":0.20919597853973237,"score_spread":0.19659162071505168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015257713","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":[0.0016626765,0.0012682312,0.0060581355,0.03187222,0.0078063975,0.000050911724,0.0011081026,0.0020291458,0.9481442],"genre_scores_gemma":[0.01088432,0.0014788853,0.0073064915,0.008190225,0.0010906437,0.00005851604,0.0015996031,0.0018513157,0.96754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988697,0.00010802683,0.000017351826,0.00009090874,0.00072483876,0.00018913645],"domain_scores_gemma":[0.99698895,0.0004177952,0.00005356269,0.0005051681,0.0012745803,0.00075992034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025046244,0.000693899,0.000400915,0.0013510468,0.0029125563,0.007185895,0.0009991861,0.0029519938,0.28601453],"category_scores_gemma":[0.0049790936,0.00029420556,0.0006054152,0.0008644637,0.0016717814,0.004912186,0.0028673862,0.0035510748,0.13832724],"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":[0.000031553634,0.00003574254,0.00015937553,0.00005162804,0.0000027613307,0.000037778547,0.00005486408,0.00016520801,0.0006937967,0.07991087,0.8312991,0.08755736],"study_design_scores_gemma":[0.0000021670387,0.000008653155,0.00015150863,0.000017344784,9.014946e-7,0.000019373916,0.000055575874,0.00013943102,0.00028912222,0.009798734,0.9895141,0.0000031093898],"about_ca_topic_score_codex":0.0073285173,"about_ca_topic_score_gemma":0.025030168,"teacher_disagreement_score":0.28601453,"about_ca_system_score_codex":0.0029523,"about_ca_system_score_gemma":0.0049669915,"threshold_uncertainty_score":0.95681393},"labels":[],"label_agreement":null},{"id":"W7015398942","doi":"","title":"1st International Art Triennial Unpredictable Futures UFNA : DRAFTS (Design Research Artifacts in the Context of Exhibition)","year":2022,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Architecture and Computational 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":"Futures contract; Context (archaeology); Vision; Exhibition; Mainstream; Futures studies; Field (mathematics); Space (punctuation)","score_opus":0.03638485950926131,"score_gpt":0.27887208467051594,"score_spread":0.24248722516125462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015398942","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":[0.020801531,0.012542593,0.033936515,0.027939714,0.019677378,0.0023243723,0.0031954984,0.002086386,0.877496],"genre_scores_gemma":[0.17008695,0.009956823,0.06443745,0.0031161678,0.0029183386,0.005090894,0.005184999,0.0021721413,0.7370362],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902891,0.004865876,0.0004853281,0.0008191714,0.0027400036,0.00080058986],"domain_scores_gemma":[0.99128854,0.0021117586,0.0004559748,0.0030269946,0.0018663311,0.0012503078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014468895,0.0008185843,0.0004757416,0.0021185605,0.0053711436,0.011144697,0.0017310542,0.003368517,0.041197166],"category_scores_gemma":[0.015716236,0.000507385,0.0009355895,0.0019582876,0.005530463,0.005477217,0.009088211,0.0029907494,0.012850705],"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":[0.00012071833,0.00015715626,0.0010228698,0.000925078,0.000014205436,0.00063884485,0.048177518,0.0006121998,0.002697009,0.28641924,0.4803393,0.1788759],"study_design_scores_gemma":[0.0000030042352,0.000022299055,0.00036579254,0.00021309496,0.0000020056884,0.000099171346,0.0019465367,0.00003180286,0.00024690683,0.0023186689,0.9947429,0.000007823144],"about_ca_topic_score_codex":0.007062788,"about_ca_topic_score_gemma":0.006792721,"teacher_disagreement_score":0.041197166,"about_ca_system_score_codex":0.0053043324,"about_ca_system_score_gemma":0.007254102,"threshold_uncertainty_score":0.13781822},"labels":[],"label_agreement":null},{"id":"W7018272428","doi":"","title":"Cycle La Méditerranée","year":2013,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Architecture and Computational 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":"Work (physics); Quarter (Canadian coin); Independence (probability theory); Context (archaeology)","score_opus":0.008611772102928262,"score_gpt":0.2092376786192571,"score_spread":0.20062590651632883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018272428","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":[0.0055987732,0.0044028917,0.0010267918,0.0052537606,0.0012949916,0.000060875693,0.0015556219,0.00029022817,0.9805162],"genre_scores_gemma":[0.06355708,0.003382037,0.0020707175,0.0014935842,0.0004640143,0.000094440475,0.0015183714,0.00037273185,0.9270469],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995858,0.000069371396,0.00001117788,0.00006741761,0.00016032548,0.000105944615],"domain_scores_gemma":[0.9995766,0.000037587783,0.000037134752,0.00005457018,0.00019013615,0.00010388083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006621624,0.00056811655,0.00018974835,0.0014049874,0.0022325462,0.0042564394,0.0006166894,0.001293352,0.20313765],"category_scores_gemma":[0.0014298162,0.00017550628,0.00033541504,0.0015333928,0.0007529093,0.0017920476,0.002008878,0.0013058778,0.03329249],"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":[0.00014289426,0.00004518975,0.0022199638,0.00029284004,0.000014992202,0.00017689499,0.0013707648,0.00044164894,0.0014950262,0.2653706,0.44547662,0.2829526],"study_design_scores_gemma":[0.000003250087,0.000006715731,0.00073933206,0.000027133607,7.8062953e-7,0.00003063939,0.000098786106,0.000020027397,0.00010052441,0.0011834543,0.99778676,0.0000024436622],"about_ca_topic_score_codex":0.033422727,"about_ca_topic_score_gemma":0.045929544,"teacher_disagreement_score":0.20313765,"about_ca_system_score_codex":0.0035884976,"about_ca_system_score_gemma":0.0051712967,"threshold_uncertainty_score":0.67956316},"labels":[],"label_agreement":null},{"id":"W7018411706","doi":"","title":"Deregulation, competition and market integration in China's electricity sector","year":2017,"lang":"en","type":"other","venue":"eSpace (Curtin University)","topic":"Architecture and Computational 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":"Electricity; Competition (biology); Electricity market; Quarter (Canadian coin); Electricity retailing; Electric energy; Energy (signal processing); Vertical integration","score_opus":0.0038036049423183127,"score_gpt":0.16393162087915278,"score_spread":0.16012801593683446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018411706","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":[0.2088978,0.21693507,0.008040154,0.023040757,0.0006599679,0.00006414756,0.0006852372,0.00014307571,0.5415338],"genre_scores_gemma":[0.7853981,0.12906563,0.0017904614,0.0009672683,0.00041204845,0.000039773688,0.0002552214,0.000031848336,0.08203968],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99982494,0.00003365845,0.000010312749,0.000019635176,0.000066551955,0.000044936623],"domain_scores_gemma":[0.99986994,0.000041960433,0.00002411693,0.000011605446,0.000032571537,0.000019807705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003845897,0.0002605208,0.00016010707,0.00089994486,0.00058741675,0.0016759043,0.0002902956,0.00040270376,0.005655793],"category_scores_gemma":[0.00039201113,0.0001104455,0.00016725037,0.0035145665,0.0013756092,0.0016574379,0.0007270932,0.0005671484,0.0003822278],"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":[0.000031941294,0.000022317616,0.006598774,0.0005570158,0.000018632187,0.000497735,0.0027099259,0.011229422,0.00078161084,0.71102554,0.0313306,0.23519655],"study_design_scores_gemma":[0.000015103492,0.00008358384,0.034435157,0.000830733,0.000030574585,0.00032675482,0.004179306,0.012135025,0.0016768523,0.33743548,0.60879105,0.00006041656],"about_ca_topic_score_codex":0.04443537,"about_ca_topic_score_gemma":0.09017982,"teacher_disagreement_score":0.04443537,"about_ca_system_score_codex":0.0042880327,"about_ca_system_score_gemma":0.006047347,"threshold_uncertainty_score":0.088353455},"labels":[],"label_agreement":null},{"id":"W7019703970","doi":"","title":"How tech is helping to build better buildings","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.006772141725717648,"score_gpt":0.2009887227355102,"score_spread":0.19421658100979255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019703970","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":[0.008371441,0.0037768143,0.020798795,0.064715184,0.005138343,0.000033889577,0.00026053755,0.0004010879,0.89650387],"genre_scores_gemma":[0.1971893,0.020164026,0.08330985,0.022161067,0.0021431078,0.00009879307,0.000737251,0.0016411644,0.67255545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980167,0.00045747968,0.000063397754,0.00016465248,0.0010776132,0.00022010255],"domain_scores_gemma":[0.9971367,0.0005808663,0.00012737962,0.00060954195,0.0011754491,0.00036991417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017409953,0.00047455472,0.00029996646,0.0012417181,0.0031501814,0.009643257,0.000556459,0.0026309344,0.044998664],"category_scores_gemma":[0.0055139815,0.00033594194,0.00047721408,0.0020202065,0.0027079156,0.007108864,0.0020896967,0.0026549478,0.011340534],"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":[0.000025555404,0.00009472021,0.0025003492,0.00028743144,0.0000378613,0.00014388762,0.00092373893,0.0015676089,0.0021917885,0.44346327,0.29278514,0.25597858],"study_design_scores_gemma":[0.0000028738757,0.000014031975,0.0006677929,0.0000678323,0.000011343009,0.0001079728,0.00074675004,0.00028469897,0.00065852556,0.034020137,0.96340865,0.00000935085],"about_ca_topic_score_codex":0.0066821193,"about_ca_topic_score_gemma":0.02276038,"teacher_disagreement_score":0.044998664,"about_ca_system_score_codex":0.0020131136,"about_ca_system_score_gemma":0.003140451,"threshold_uncertainty_score":0.15053558},"labels":[],"label_agreement":null},{"id":"W7020068883","doi":"","title":"The integration of real-life scenarios in architectural technology pedagogy","year":2025,"lang":"en","type":"article","venue":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Alicante; Canadian Institute for Theoretical Astrophysics","keywords":"Exhibition; Process (computing); Work (physics); Field (mathematics); Publishing; Authentic learning; Architectural technology; Active learning (machine learning)","score_opus":0.01390500030061541,"score_gpt":0.27066500887974976,"score_spread":0.25676000857913434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020068883","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":[0.40901056,0.0021719649,0.29435882,0.009738941,0.00064894516,0.000493514,0.00015144356,0.00054431433,0.28288144],"genre_scores_gemma":[0.94204783,0.0009943997,0.049779948,0.00032024577,0.000058558875,0.00027194165,0.00008997384,0.000069854046,0.006367378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921279,0.006475945,0.00015194158,0.00033364203,0.00060197053,0.00030859845],"domain_scores_gemma":[0.9874315,0.009941794,0.0004468149,0.0010281933,0.00041217866,0.0007394197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00507762,0.00061112334,0.0002849754,0.001435265,0.0019001901,0.00642353,0.0016531597,0.0022471584,0.009027708],"category_scores_gemma":[0.014821578,0.0005292764,0.00064598594,0.0007723847,0.005593348,0.0062353765,0.0069354125,0.00208094,0.0009913746],"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":[0.00026565496,0.002058658,0.015268379,0.0017114094,0.00011010668,0.0023877346,0.15296791,0.02927345,0.008688909,0.51054335,0.009101583,0.2676229],"study_design_scores_gemma":[0.00012346706,0.0012057793,0.014092183,0.0021130485,0.0000981891,0.003779496,0.10616821,0.033147283,0.006621949,0.31075802,0.5216566,0.00023580728],"about_ca_topic_score_codex":0.00047536034,"about_ca_topic_score_gemma":0.0015601239,"teacher_disagreement_score":0.009027708,"about_ca_system_score_codex":0.0014928955,"about_ca_system_score_gemma":0.0011754188,"threshold_uncertainty_score":0.03020072},"labels":[],"label_agreement":null},{"id":"W7020671649","doi":"","title":"Lighting up the path : a pigment mixed in concrete creates a glow-in-the-dark effect that illuminates the places where the hardened surface can be used, such as walkways and stairwells","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Path (computing); Surface (topology); Window (computing)","score_opus":0.005588717447191104,"score_gpt":0.19133871174530656,"score_spread":0.18574999429811545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020671649","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":[0.8054831,0.00032333235,0.13197803,0.00055565126,0.0002752867,0.00007570753,0.00022473584,0.0021594225,0.05892471],"genre_scores_gemma":[0.90666837,0.0002606235,0.059790947,0.00014932729,0.000013718203,0.000028886616,0.00008870329,0.0003433596,0.032656107],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987996,0.000014359672,0.0000026457249,0.0000365891,0.00004024467,0.000026135787],"domain_scores_gemma":[0.99985456,0.000022386384,0.00001832797,0.000027067825,0.00003494309,0.000042669766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001313816,0.00044826049,0.00017247681,0.00026006962,0.0006013236,0.0009490503,0.00024599562,0.00051408,0.0061737704],"category_scores_gemma":[0.00026973957,0.0003267381,0.00034626733,0.00019527937,0.0008286771,0.000495191,0.00067625614,0.0006579527,0.001268954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003579099,0.00010816136,0.001661436,0.00016510105,0.00003136737,0.00036802402,0.0009119447,0.005907316,0.934808,0.012548493,0.0029852479,0.04014708],"study_design_scores_gemma":[0.000074130156,0.0006355887,0.005887147,0.00006693117,0.00013890314,0.0007589089,0.0008682991,0.018149784,0.91300005,0.0040450385,0.05626392,0.000111391375],"about_ca_topic_score_codex":0.0016338667,"about_ca_topic_score_gemma":0.004581317,"teacher_disagreement_score":0.0061737704,"about_ca_system_score_codex":0.00032054083,"about_ca_system_score_gemma":0.00044057664,"threshold_uncertainty_score":0.020653307},"labels":[],"label_agreement":null},{"id":"W7021202445","doi":"","title":"Nuova sede con modulazione romboidale di facciata","year":2023,"lang":"it","type":"article","venue":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","topic":"Architecture and Computational 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":"Studio; Nova scotia; Context (archaeology)","score_opus":0.02574510014500772,"score_gpt":0.22680172965766832,"score_spread":0.2010566295126606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021202445","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":[0.051345754,0.0037437005,0.062385805,0.0097489,0.000963359,0.00042598706,0.00027516804,0.00291476,0.86819655],"genre_scores_gemma":[0.36045125,0.00314142,0.044397987,0.0017614084,0.0004191343,0.00041012696,0.0002929494,0.0013452638,0.5877805],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969433,0.00055687915,0.000100708945,0.0005693815,0.0013675618,0.00046224834],"domain_scores_gemma":[0.997413,0.00032624128,0.0002311322,0.00070133765,0.00087818503,0.00045014554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021214888,0.0012613697,0.0004419018,0.0017383619,0.0038680222,0.007527665,0.0014794413,0.0014798357,0.07785867],"category_scores_gemma":[0.0046693003,0.00062788365,0.00068481715,0.00127819,0.0026084797,0.004017493,0.0061906427,0.002175933,0.023351619],"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":[0.00019237438,0.0003205816,0.008596273,0.0007636308,0.000061805185,0.00047658407,0.012469323,0.003198112,0.014007125,0.25982353,0.06189895,0.6381918],"study_design_scores_gemma":[0.000015228982,0.00014269141,0.006910926,0.00032172998,0.000025934094,0.00028279776,0.001754849,0.00097302685,0.002280585,0.0126609905,0.9745867,0.000044461467],"about_ca_topic_score_codex":0.013744299,"about_ca_topic_score_gemma":0.030811181,"teacher_disagreement_score":0.07785867,"about_ca_system_score_codex":0.0049174824,"about_ca_system_score_gemma":0.0070991945,"threshold_uncertainty_score":0.26046318},"labels":[],"label_agreement":null},{"id":"W7023528696","doi":"","title":"Trees","year":2011,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Architecture and Computational 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":"Sample (material); Digital library; Work (physics); Class (philosophy)","score_opus":0.011330536523327965,"score_gpt":0.17189409577922518,"score_spread":0.16056355925589721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023528696","genre_codex":"methods","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":[0.0069227717,0.0023421145,0.5520137,0.0014284626,0.001242094,0.00088488095,0.10859341,0.12168002,0.20489256],"genre_scores_gemma":[0.04593162,0.0021749386,0.5732754,0.001030533,0.00025251732,0.0009989926,0.20723,0.032307632,0.13679844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992113,0.00008286058,0.0000708317,0.00025183297,0.0002811477,0.00010199892],"domain_scores_gemma":[0.9991128,0.000152849,0.000045336597,0.00032797403,0.0002792919,0.00008171709],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005773908,0.0011161731,0.0009458258,0.001976279,0.0015639323,0.0035464496,0.0021323448,0.001157385,0.15505372],"category_scores_gemma":[0.0030010913,0.0008153256,0.0016344766,0.0025595934,0.00054293894,0.0031299905,0.0018661373,0.002140796,0.14875084],"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":[0.00014640155,0.0000820087,0.0007593609,0.0008522739,0.00006569192,0.00015294645,0.00030337565,0.0028324323,0.005848386,0.057616014,0.68409854,0.2472426],"study_design_scores_gemma":[0.000055737077,0.000025854748,0.00045458775,0.000106489904,0.00003515032,0.00032435136,0.00012016966,0.009324906,0.0047698556,0.043996606,0.9407612,0.00002512219],"about_ca_topic_score_codex":0.0020786824,"about_ca_topic_score_gemma":0.004659591,"teacher_disagreement_score":0.84494627,"about_ca_system_score_codex":0.0007013264,"about_ca_system_score_gemma":0.0011822962,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7023956450","doi":"","title":"Programação para Arquitetura: linguagens visuais e textuais em Projeto Orientado ao Desempenho","year":2019,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Architecture and Computational 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":"Context (archaeology); Work (physics); Headline; Staring; Limiting","score_opus":0.00890888496313729,"score_gpt":0.23088388752729658,"score_spread":0.22197500256415928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023956450","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035065163,0.0015660905,0.9059617,0.003212565,0.00023215474,0.00066101365,0.0004510005,0.009753911,0.043096356],"genre_scores_gemma":[0.29110578,0.0027098185,0.66469157,0.0012804598,0.00014476899,0.0016846213,0.0016597046,0.0033805638,0.033342727],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9914153,0.0040354896,0.0005717079,0.001279722,0.0023449233,0.00035288677],"domain_scores_gemma":[0.9794352,0.010217234,0.0011927581,0.004862169,0.0036248916,0.00066766667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075396663,0.0009991631,0.00066155434,0.0016589692,0.0018025761,0.006707319,0.0024559128,0.0019169142,0.010618993],"category_scores_gemma":[0.024465173,0.0009023921,0.0010467481,0.0026203478,0.0034933216,0.006478717,0.0046260697,0.002744877,0.00443618],"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":[0.00075411395,0.00076126645,0.007835353,0.005081001,0.00018910239,0.00060126337,0.021944014,0.013280042,0.061844096,0.19919972,0.02462585,0.6638841],"study_design_scores_gemma":[0.0003551095,0.00091599976,0.009566772,0.0020410824,0.00030267282,0.0015774693,0.0072968956,0.06873372,0.0790483,0.17174096,0.6581521,0.00026892257],"about_ca_topic_score_codex":0.005306222,"about_ca_topic_score_gemma":0.0035913785,"teacher_disagreement_score":0.010618993,"about_ca_system_score_codex":0.0020594823,"about_ca_system_score_gemma":0.0063031516,"threshold_uncertainty_score":0.039874017},"labels":[],"label_agreement":null},{"id":"W7027707975","doi":"","title":"Drawing architecture","year":2022,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Architecture and Computational 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":"Exhibition; Architecture; Agency (philosophy); Action (physics); Architectural drawing","score_opus":0.0042669557344854276,"score_gpt":0.15272808652629274,"score_spread":0.1484611307918073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027707975","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":[0.001798902,0.002795992,0.05355719,0.010243395,0.0030020885,0.00009591614,0.0004191435,0.0026332894,0.92545396],"genre_scores_gemma":[0.09326792,0.006971491,0.07467302,0.0048995796,0.0010369952,0.00023729747,0.0017571632,0.0029751512,0.8141815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981142,0.0006853794,0.00007874631,0.00032921354,0.0006211357,0.00017131575],"domain_scores_gemma":[0.9987029,0.00023625352,0.000045222023,0.00046277637,0.00033645774,0.00021639458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018467966,0.0011767979,0.00039307072,0.0018382041,0.003472177,0.010050002,0.0017359186,0.0023289,0.18530749],"category_scores_gemma":[0.0057654157,0.00052354333,0.000831573,0.0016073289,0.004366178,0.007562139,0.0053840266,0.0029775186,0.05892602],"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":[0.000020537867,0.000014348138,0.00031981032,0.00017482978,0.000011141567,0.00012117521,0.0028715057,0.0011783895,0.0006715621,0.55150586,0.29684153,0.14626935],"study_design_scores_gemma":[0.0000020322623,0.0000043483947,0.000084069965,0.000067124936,0.0000020512762,0.000054173226,0.0004555215,0.00021248808,0.00010210128,0.023532141,0.9754782,0.000005792778],"about_ca_topic_score_codex":0.0047222963,"about_ca_topic_score_gemma":0.0117083555,"teacher_disagreement_score":0.18530749,"about_ca_system_score_codex":0.0031575297,"about_ca_system_score_gemma":0.0022580836,"threshold_uncertainty_score":0.6199153},"labels":[],"label_agreement":null},{"id":"W7028052867","doi":"","title":"Edge of Light - A New Way of Looking","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.005844904907789806,"score_gpt":0.18834813070092157,"score_spread":0.18250322579313177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028052867","genre_codex":"commentary","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":[0.0034464314,0.0055645765,0.03981355,0.6006718,0.08594821,0.00022723399,0.00040405244,0.0018854795,0.2620387],"genre_scores_gemma":[0.12248473,0.008570377,0.04072193,0.124724835,0.06392449,0.00052285177,0.00050212146,0.00421749,0.63433117],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9706763,0.008890638,0.0014590785,0.002857406,0.014181492,0.0019350962],"domain_scores_gemma":[0.81380135,0.03380097,0.008058803,0.029706739,0.09267814,0.02195399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022646524,0.00077608146,0.001557298,0.003848981,0.009890304,0.02386489,0.0029977176,0.008432384,0.10398878],"category_scores_gemma":[0.15847103,0.00087721203,0.0008382326,0.0025779882,0.010499247,0.028483115,0.006709721,0.011540621,0.04419766],"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":[0.0000864456,0.00003107264,0.0009046423,0.00028399483,0.00003244444,0.00015922223,0.0015054399,0.00011671063,0.0008453104,0.10616738,0.78938156,0.10048577],"study_design_scores_gemma":[0.00002597829,0.00002924112,0.00048409743,0.0002800026,0.000018295206,0.00022035014,0.00095304666,0.00026824113,0.0004739095,0.062674195,0.9345067,0.0000659187],"about_ca_topic_score_codex":0.0023264948,"about_ca_topic_score_gemma":0.005808598,"teacher_disagreement_score":0.10398878,"about_ca_system_score_codex":0.003101906,"about_ca_system_score_gemma":0.009923821,"threshold_uncertainty_score":0.34787714},"labels":[],"label_agreement":null},{"id":"W7028537109","doi":"","title":"ERIC EJ750384: Democratic Social Cohesion (Assimilation)? Representations of Social Conflict in Canadian Public School Curriculum","year":2006,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Architecture and Computational 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":"Curriculum; Constructive; Cohesion (chemistry); Multiculturalism; Social justice; Democracy; Politics; Social conflict; Representation (politics)","score_opus":0.011884089718982069,"score_gpt":0.23516848449420583,"score_spread":0.22328439477522377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028537109","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":[0.31616363,0.00091999583,0.0012216462,0.018660033,0.00019330117,0.00009171027,0.0006659043,0.000100272424,0.66198343],"genre_scores_gemma":[0.8874388,0.0007555813,0.0013937543,0.0008892046,0.000018031025,0.00004221393,0.00026769895,0.000045853743,0.109148964],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988997,0.00018359051,0.000021037025,0.00006287627,0.00046937086,0.0003633051],"domain_scores_gemma":[0.9985201,0.00017342666,0.000079628844,0.00005560134,0.000716279,0.00045503266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012086373,0.00018482032,0.00012440709,0.0011746124,0.011722307,0.0045906072,0.00064705405,0.00071309437,0.01641925],"category_scores_gemma":[0.0029555103,0.00010876677,0.000089289286,0.0018726322,0.0035040746,0.0012320692,0.0016776993,0.000808503,0.00073143886],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088204964,0.00021926982,0.04618389,0.00016334129,0.000007756454,0.00036251915,0.16375874,0.0008009688,0.0011030717,0.22476934,0.24503043,0.3175125],"study_design_scores_gemma":[0.000011041431,0.000026950249,0.08374759,0.00019057053,0.000010166626,0.000105577594,0.1565708,0.00044606905,0.0010207907,0.0073459237,0.75048745,0.000037045036],"about_ca_topic_score_codex":0.97782034,"about_ca_topic_score_gemma":0.9926373,"teacher_disagreement_score":0.05741722,"about_ca_system_score_codex":0.05741722,"about_ca_system_score_gemma":0.080426246,"threshold_uncertainty_score":0.41659307},"labels":[],"label_agreement":null},{"id":"W7029272865","doi":"","title":"Indigenous Sovereignty and Canadian Drug Laws","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"University of Illinois at Urbana-Champaign; Crown-Indigenous Relations and Northern Affairs Canada; Canadian Medical Association; University of Toronto; Queen's University; University of Regina; University of Oxford; U.S. Department of Justice; York University; Government of Ontario; McMaster University; University of Minnesota; Simon Fraser University; McGill University; Government of Canada; RTI International; Innovation, Science and Economic Development Canada","keywords":"Indigenous; Legislation; Colonialism; Sovereignty; Mohawk; Criminalization; Jurisprudence; Compromise; Politics; Commodification; Indigenous rights","score_opus":0.004684271237303223,"score_gpt":0.16126122828997957,"score_spread":0.15657695705267635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029272865","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":[0.35934106,0.009379616,0.0009104757,0.023592014,0.00024867675,0.00007788532,0.00086117233,0.000041608735,0.6055474],"genre_scores_gemma":[0.9647898,0.0047644065,0.00047588986,0.0016825452,0.000043359218,0.000019695515,0.0001987182,0.000014970761,0.0280106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9967429,0.00025659538,0.000064152824,0.0002720255,0.0012944035,0.0013699301],"domain_scores_gemma":[0.99597955,0.0009260289,0.00038424524,0.00019110287,0.001886697,0.00063232123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002028834,0.0001977461,0.0002511413,0.0029838218,0.01802111,0.0048669116,0.001122654,0.00085029955,0.008165523],"category_scores_gemma":[0.006937153,0.0002419397,0.000278058,0.004435624,0.010406915,0.0015600474,0.0029101977,0.0019399427,0.00019723918],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054515353,0.000048964554,0.04446508,0.00027054275,0.000034303044,0.0008515205,0.09971141,0.0006513138,0.00051911245,0.7534306,0.028006217,0.07195639],"study_design_scores_gemma":[0.000020374178,0.000033383567,0.21053724,0.0007142229,0.00007060726,0.00031349252,0.071995,0.00083674345,0.0006239671,0.019402208,0.6953343,0.00011838664],"about_ca_topic_score_codex":0.99390644,"about_ca_topic_score_gemma":0.9968364,"teacher_disagreement_score":0.10493427,"about_ca_system_score_codex":0.10493427,"about_ca_system_score_gemma":0.12928301,"threshold_uncertainty_score":0.761355},"labels":[],"label_agreement":null},{"id":"W7029756114","doi":"","title":"La ricerca pedagogica in Italia","year":2016,"lang":"it","type":"other","venue":"Florence Research (University of Florence)","topic":"Architecture and Computational 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":"Context (archaeology); Period (music); Population; Quarter (Canadian coin)","score_opus":0.052076640002533946,"score_gpt":0.3073077854466601,"score_spread":0.2552311454441262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029756114","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017456546,0.025954407,0.005293559,0.07086919,0.0031515793,0.00005744024,0.0010457903,0.00074309524,0.8754284],"genre_scores_gemma":[0.2337838,0.012584053,0.0042648446,0.002996785,0.0013276156,0.00014389123,0.00081015326,0.00078549323,0.7433034],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99896014,0.0003201984,0.00003567715,0.00021978092,0.00017469954,0.00028943102],"domain_scores_gemma":[0.9988035,0.0003200129,0.00007345032,0.00019529974,0.00015712033,0.0004505273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094335177,0.0007331801,0.00034487736,0.0009672992,0.0014256815,0.0049967244,0.0005033826,0.0012627075,0.0713671],"category_scores_gemma":[0.001733589,0.00027312676,0.00032561118,0.0016373729,0.002297574,0.0020897395,0.002556333,0.002637208,0.020724501],"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":[0.0001485848,0.00010733398,0.002518735,0.0004260966,0.00001456707,0.00045421746,0.006184888,0.0011090903,0.0024895417,0.29362097,0.43848145,0.25444442],"study_design_scores_gemma":[0.000012173152,0.000021467851,0.0029107647,0.00025306057,0.0000030484116,0.00012972724,0.0007069358,0.00022265426,0.00057880016,0.0078336075,0.9873217,0.000006130602],"about_ca_topic_score_codex":0.008248009,"about_ca_topic_score_gemma":0.016297897,"teacher_disagreement_score":0.0713671,"about_ca_system_score_codex":0.0054200655,"about_ca_system_score_gemma":0.005283361,"threshold_uncertainty_score":0.23874676},"labels":[],"label_agreement":null},{"id":"W7034249915","doi":"","title":"Suomen perustuslain takeet tuomioistuinten riippumattomuudelle","year":2022,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Architecture and Computational 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":"Work (physics); Population; Quarter (Canadian coin); Value (mathematics)","score_opus":0.0063767506134947294,"score_gpt":0.15581600386740038,"score_spread":0.14943925325390564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034249915","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":[0.07118014,0.010215794,0.011161083,0.018827414,0.002761416,0.0002781998,0.001196373,0.0013018759,0.88307786],"genre_scores_gemma":[0.085136935,0.0043219035,0.006939178,0.0023476481,0.00039218692,0.00015296227,0.00070895435,0.00041255212,0.89958775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940944,0.00007292273,0.000025060976,0.00010572932,0.00021076073,0.00017613852],"domain_scores_gemma":[0.99930966,0.0001290438,0.000085761734,0.000068221896,0.00024455186,0.0001627908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006433704,0.00055905164,0.00035503443,0.00062918745,0.002691599,0.004463061,0.0007150819,0.0011840402,0.10683866],"category_scores_gemma":[0.0010709454,0.00032679015,0.00039773562,0.00057515746,0.0011073564,0.002326018,0.003057625,0.0013503149,0.022659427],"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":[0.000689537,0.00038549138,0.020299086,0.0011262019,0.00006615799,0.0033203573,0.017139956,0.0004961476,0.04212235,0.09241282,0.34155846,0.48038343],"study_design_scores_gemma":[0.000006937311,0.00007237894,0.0036235459,0.00010992804,0.000012414171,0.0003116397,0.002211482,0.0001273355,0.0035014194,0.0015186464,0.98848826,0.000016153099],"about_ca_topic_score_codex":0.0108528705,"about_ca_topic_score_gemma":0.04831895,"teacher_disagreement_score":0.10683866,"about_ca_system_score_codex":0.002021229,"about_ca_system_score_gemma":0.0027483094,"threshold_uncertainty_score":0.3574109},"labels":[],"label_agreement":null},{"id":"W7034864553","doi":"","title":"The Unwelcoming Bench: Understanding Hostile Architecture’s Potential Legal Issues","year":2024,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Architecture and Computational 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":"Supreme court; Punishment (psychology); Economic Justice; Punitive damages; Civil rights; Public park; Social justice; Quarter (Canadian coin)","score_opus":0.013137228925162312,"score_gpt":0.23032828649229226,"score_spread":0.21719105756712995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034864553","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":[0.0823722,0.0024046116,0.01597478,0.0811481,0.00048335973,0.0000364941,0.000048679107,0.00007015502,0.8174616],"genre_scores_gemma":[0.9758956,0.0006498667,0.0011918138,0.0038094914,0.00017913706,0.00003828724,0.000020548752,0.00003595628,0.018179381],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996265,0.0016742792,0.00006993033,0.00031718472,0.0005482196,0.0011254068],"domain_scores_gemma":[0.99656314,0.0017960496,0.0003423683,0.00038703895,0.00045915224,0.00045223426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052226493,0.00045688587,0.00029692284,0.0025286484,0.01609508,0.015720773,0.0027114144,0.00824927,0.016101085],"category_scores_gemma":[0.010263607,0.00042608904,0.00044325713,0.0012611186,0.057791818,0.014703185,0.010083968,0.008452246,0.0011306857],"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":[0.00000321115,0.0000068108143,0.00020358803,0.0000050598373,8.48554e-7,0.00009710433,0.0036550753,0.00017241044,0.000020409372,0.9927031,0.0017099957,0.0014223807],"study_design_scores_gemma":[0.000013030032,0.000015621388,0.00052935525,0.00013089611,0.0000053741815,0.000121208825,0.0148071665,0.0010359465,0.00011701826,0.91303223,0.070177175,0.000014903276],"about_ca_topic_score_codex":0.01795383,"about_ca_topic_score_gemma":0.029014619,"teacher_disagreement_score":0.01795383,"about_ca_system_score_codex":0.008297709,"about_ca_system_score_gemma":0.00535996,"threshold_uncertainty_score":0.060204387},"labels":[],"label_agreement":null},{"id":"W7035781256","doi":"","title":"Airport Solar Power Market to 2025 – Emera, Robert Bosch GmbH, Ameresco, Canadian Solar, GAIASOLAR ApS, SOLAR FRONTIER K.K, EMMVEE SOLAR, Vikram Solar, Indosolar","year":2018,"lang":"en","type":"other","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Frontier; Solar power; Power (physics); Solar energy","score_opus":0.00501353436368516,"score_gpt":0.19867096348394758,"score_spread":0.19365742912026243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035781256","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":[0.004754586,0.0049003977,0.0037092126,0.009396891,0.0032591147,0.00006445568,0.021125907,0.0025487735,0.9502407],"genre_scores_gemma":[0.027715316,0.0032639683,0.002661081,0.0007358788,0.00045099348,0.000038716138,0.015032393,0.0012813676,0.94882023],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995883,0.000025179983,0.000007886287,0.000051711868,0.00025557991,0.000071309034],"domain_scores_gemma":[0.9994129,0.000026325657,0.000021870428,0.000033548262,0.00029166468,0.00021364685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007680184,0.0008138066,0.00025122176,0.000718396,0.00078133814,0.003647659,0.000607671,0.0010806688,0.19681305],"category_scores_gemma":[0.0010378704,0.00020957354,0.00034600496,0.00086493534,0.00030266566,0.0019621777,0.0008142976,0.0017658032,0.08490312],"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":[0.00010345999,0.000033023993,0.00038953617,0.00005390019,0.0000046895284,0.000040244715,0.000023406084,0.0006016698,0.00046239048,0.013245109,0.93408984,0.05095274],"study_design_scores_gemma":[0.000012119375,0.00001337327,0.0008548994,0.000038098977,0.0000026917883,0.000031685235,0.00004520104,0.00056883524,0.0005303746,0.0016308326,0.996267,0.0000049027444],"about_ca_topic_score_codex":0.020144435,"about_ca_topic_score_gemma":0.04092352,"teacher_disagreement_score":0.19681305,"about_ca_system_score_codex":0.0018921548,"about_ca_system_score_gemma":0.0025419514,"threshold_uncertainty_score":0.65840524},"labels":[],"label_agreement":null},{"id":"W7041051829","doi":"","title":"Dutch Pavilion","year":2003,"lang":"en","type":"article","venue":"Open Scholarship Institutional Repository (Washington University in St. Louis)","topic":"Architecture and Computational Design","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":"Bombardier (Canada)","funders":"","keywords":"Pavilion; Industrial Revolution; Process (computing); Period (music); Key (lock)","score_opus":0.016586667771805178,"score_gpt":0.22012417907678686,"score_spread":0.20353751130498168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7041051829","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":[0.006337484,0.008810883,0.0025142443,0.0027368362,0.0017047398,0.000058324196,0.011495225,0.0005918211,0.96575034],"genre_scores_gemma":[0.040503964,0.0069060223,0.0018523381,0.0005801799,0.0002130139,0.00009466444,0.0059100175,0.0009453182,0.9429945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938476,0.00006979977,0.000054012897,0.00016448383,0.00020896152,0.00011798762],"domain_scores_gemma":[0.9997769,0.00004271034,0.000028589036,0.000033697328,0.000063589934,0.00005440795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034752913,0.0011195589,0.0008508255,0.0014827296,0.0014961446,0.004500813,0.0006833975,0.0015540903,0.48807833],"category_scores_gemma":[0.0010797468,0.000542702,0.0003269821,0.0024016895,0.00064823456,0.00256762,0.002907715,0.0018343471,0.25818485],"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":[0.0002865143,0.0000942435,0.0017105035,0.00096351857,0.000034284436,0.0010904017,0.0007524371,0.00086771563,0.0035847125,0.10118587,0.55388486,0.3355449],"study_design_scores_gemma":[0.000006628419,0.000008001449,0.0005440256,0.00006787895,0.0000030059593,0.00020237084,0.000088438785,0.00008315157,0.0002851185,0.0019349146,0.99677,0.0000064541264],"about_ca_topic_score_codex":0.0073013706,"about_ca_topic_score_gemma":0.011439081,"teacher_disagreement_score":0.48807833,"about_ca_system_score_codex":0.0015742105,"about_ca_system_score_gemma":0.0012405508,"threshold_uncertainty_score":0.7301941},"labels":[],"label_agreement":null},{"id":"W7043317253","doi":"","title":"Subsisting frequencies: the Intersection of media arts and architecture","year":2020,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Architecture and Computational 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":"Work (physics); Intersection (aeronautics); Liquation; Paraphernalia; Circumstantial evidence; Staring","score_opus":0.007995305771432863,"score_gpt":0.17456669385164178,"score_spread":0.1665713880802089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043317253","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":[0.03893192,0.0078131575,0.021556407,0.009690401,0.0005558773,0.000022073189,0.000041445925,0.00018180258,0.92120695],"genre_scores_gemma":[0.9119212,0.0043054637,0.0092469705,0.0011987907,0.00067662145,0.000049321,0.000042041338,0.00016858944,0.072391026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819523,0.00077605544,0.000043487722,0.00021194556,0.00041504766,0.00035828378],"domain_scores_gemma":[0.9988426,0.00048264462,0.00008615833,0.00022066779,0.00012424914,0.0002436825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013573768,0.0005106092,0.00026937178,0.0021290672,0.00593103,0.014688899,0.00090267975,0.001626899,0.017453022],"category_scores_gemma":[0.0022692461,0.00024725363,0.000313317,0.0015014475,0.01771984,0.011049356,0.008386728,0.0027248934,0.0015658448],"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":[0.000022712205,0.000008391095,0.0003298424,0.000039667684,0.0000031473214,0.00009423981,0.011054594,0.0002101212,0.00039227985,0.95420295,0.0024426004,0.031199602],"study_design_scores_gemma":[0.000009096921,0.00003894692,0.0018996815,0.00025090005,0.0000101631485,0.00028955055,0.014049543,0.00084993616,0.0004474142,0.5792459,0.40288332,0.00002553047],"about_ca_topic_score_codex":0.0056896554,"about_ca_topic_score_gemma":0.009139738,"teacher_disagreement_score":0.017453022,"about_ca_system_score_codex":0.004234538,"about_ca_system_score_gemma":0.002499631,"threshold_uncertainty_score":0.058386147},"labels":[],"label_agreement":null},{"id":"W7043480537","doi":"","title":"Sports Architecture: High-Tech Urban Infrastructure between Identity, Enhancement, and Redevelopment","year":2024,"lang":"en","type":"book-chapter","venue":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","topic":"Architecture and Computational 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":"Stadium; Architecture; Redevelopment; Historiography; Field (mathematics); Urban planning","score_opus":0.009840392670922423,"score_gpt":0.19887722839636995,"score_spread":0.18903683572544752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043480537","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":[0.04970308,0.0039220816,0.017531853,0.013644163,0.0005021595,0.00005967396,0.00004677917,0.0001497613,0.9144404],"genre_scores_gemma":[0.9374125,0.0014994391,0.0054687746,0.000986316,0.0001870732,0.00005279078,0.000038324553,0.00008725594,0.0542676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842286,0.00066435215,0.00003709758,0.00030234954,0.00032821015,0.00024503045],"domain_scores_gemma":[0.999363,0.00012247766,0.00009050508,0.00011352638,0.00009081062,0.00021968198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559728,0.0004595937,0.00018019715,0.0011003158,0.0062138564,0.010179301,0.0008961141,0.00138845,0.010615838],"category_scores_gemma":[0.0013851073,0.00025115756,0.00026211483,0.0010114175,0.026843553,0.0075889356,0.009828139,0.0022142807,0.0016607036],"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":[0.000017826176,0.000029757888,0.0010938905,0.0000495705,0.0000044004587,0.00007990974,0.0135146845,0.0001883341,0.00029244908,0.9533958,0.0047513857,0.026582066],"study_design_scores_gemma":[0.000014761961,0.00006750798,0.005951159,0.00024710767,0.000013680499,0.0003493936,0.025928441,0.00046422228,0.00060714723,0.36597168,0.6003615,0.000023349832],"about_ca_topic_score_codex":0.0035193278,"about_ca_topic_score_gemma":0.006819887,"teacher_disagreement_score":0.010615838,"about_ca_system_score_codex":0.0045972248,"about_ca_system_score_gemma":0.0039370432,"threshold_uncertainty_score":0.03551346},"labels":[],"label_agreement":null},{"id":"W7084079484","doi":"10.6084/m9.figshare.30100969.v1","title":"Additional file 1 of Player-Level Tackle Training Interventions in Tackle-Collision Sports: A Systematic Scoping Review","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Architecture and Computational Design","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":"University of Calgary","funders":"","keywords":"Training (meteorology); Psychological intervention; Work (physics); Intervention (counseling); Key (lock)","score_opus":0.07688048601578666,"score_gpt":0.3268093662789179,"score_spread":0.2499288802631312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084079484","genre_codex":"dataset","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004208033,0.00091187056,0.000416016,0.00029976817,0.00006337155,0.0014294961,0.995242,0.00013395661,0.0010828427],"genre_scores_gemma":[0.024424069,0.00840899,0.019097276,0.0034611824,0.00041547584,0.08679226,0.83118635,0.0006378942,0.025576482],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99774593,0.00044862626,0.0009172054,0.00035255213,0.0003604174,0.0001752963],"domain_scores_gemma":[0.9167855,0.07052004,0.005949438,0.0010623886,0.0051710126,0.000511664],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052964105,0.0015758827,0.0028099045,0.008160497,0.000871665,0.0019206271,0.0018839828,0.0018997977,0.79721606],"category_scores_gemma":[0.07646235,0.0009455938,0.0029446643,0.009801655,0.0004609782,0.0028510778,0.0018140433,0.0011224368,0.03543648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012754684,0.00014636104,0.0020297142,0.54428893,0.00076536095,0.00011644308,0.00036029494,0.00055627484,0.00021122309,0.0019736264,0.41737112,0.030905198],"study_design_scores_gemma":[0.016695127,0.0008488348,0.03371642,0.38336882,0.005667697,0.0007762994,0.0012353353,0.0013071231,0.00081420405,0.011723867,0.5435337,0.0003125959],"about_ca_topic_score_codex":0.008605237,"about_ca_topic_score_gemma":0.019258277,"teacher_disagreement_score":0.79721606,"about_ca_system_score_codex":0.002866323,"about_ca_system_score_gemma":0.007288432,"threshold_uncertainty_score":0.28924668},"labels":[],"label_agreement":null},{"id":"W7093476932","doi":"","title":"An overview of biosimilars approvals by thirteen regulatory authorities: A cross nationalcomparison","year":2023,"lang":"en","type":"other","venue":"El Servicio de Difusión de la Creación Intelectual (National University of La Plata)","topic":"Architecture and Computational 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":"Universidad ICESI","keywords":"Biosimilar; Pharmacovigilance; Product (mathematics); Drug approval; Biological drugs","score_opus":0.017859453934753147,"score_gpt":0.28937987477746235,"score_spread":0.2715204208427092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093476932","genre_codex":"review","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":[0.15856472,0.72247165,0.017707316,0.0076184883,0.0004544799,0.0010038682,0.018840933,0.0005049399,0.072833695],"genre_scores_gemma":[0.3996077,0.54222906,0.025060901,0.0033564083,0.00054319086,0.0009777911,0.022530122,0.0003751137,0.005319645],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98319227,0.0053203427,0.0043992233,0.0018180166,0.0044361353,0.00083413825],"domain_scores_gemma":[0.9318791,0.043137237,0.011830864,0.0028753933,0.00922047,0.001056941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020819766,0.00057311135,0.0008140005,0.02769333,0.00082520646,0.00347973,0.0007001627,0.0009339311,0.0061047967],"category_scores_gemma":[0.025748225,0.00055953814,0.0016584158,0.0320111,0.0007291381,0.0033703088,0.0021003734,0.0010333069,0.00080470566],"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":[0.00090111844,0.000261437,0.054071907,0.023639372,0.0010349973,0.0005653262,0.0038848931,0.0016818179,0.0031654171,0.019068366,0.021800056,0.8699252],"study_design_scores_gemma":[0.000088320594,0.000557382,0.18794784,0.022132779,0.0020680677,0.0018781635,0.004448987,0.0012421849,0.005716812,0.0044000493,0.769374,0.00014539264],"about_ca_topic_score_codex":0.004244299,"about_ca_topic_score_gemma":0.0044722143,"teacher_disagreement_score":0.02769333,"about_ca_system_score_codex":0.0038281644,"about_ca_system_score_gemma":0.007937901,"threshold_uncertainty_score":0.110106766},"labels":[],"label_agreement":null},{"id":"W7094411075","doi":"","title":"Dutch Pavilion","year":2003,"lang":"","type":"article","venue":"Open Scholarship Institutional Repository (Washington University in St. Louis)","topic":"Architecture and Computational Design","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":"Bombardier (Canada)","funders":"","keywords":"Pavilion; Industrial Revolution; Process (computing); Period (music); Key (lock)","score_opus":0.020847432893643443,"score_gpt":0.23456237209435515,"score_spread":0.21371493920071172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094411075","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":[0.008706309,0.007911288,0.0027785166,0.0028718906,0.0016590267,0.00006424536,0.0123567255,0.0005704928,0.96308154],"genre_scores_gemma":[0.05187825,0.006015497,0.001846802,0.0005993081,0.00020620401,0.00009547584,0.006074092,0.0008597006,0.93242466],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940586,0.000066242785,0.000051121177,0.00016120324,0.00019886818,0.00011677385],"domain_scores_gemma":[0.9997756,0.000043522818,0.00002817625,0.000032067815,0.00006443767,0.000056224337],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032382619,0.0010137217,0.0007976544,0.0013746036,0.0014713025,0.0040332074,0.0006202973,0.0014812062,0.45578936],"category_scores_gemma":[0.001111512,0.0005008963,0.00030528544,0.0022506518,0.00061542465,0.0023646173,0.0026592023,0.0016607329,0.21695292],"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":[0.00033503666,0.00010599789,0.002217112,0.0009481205,0.000039505867,0.0013213767,0.0008106878,0.0010134642,0.004339825,0.107655905,0.5562531,0.32495993],"study_design_scores_gemma":[0.00000767271,0.0000094836905,0.00066725333,0.000062723644,0.000003363256,0.000217827,0.00009843282,0.000097275755,0.00035435683,0.0019805988,0.9964939,0.000007098385],"about_ca_topic_score_codex":0.007820357,"about_ca_topic_score_gemma":0.012674433,"teacher_disagreement_score":0.45578936,"about_ca_system_score_codex":0.0015947538,"about_ca_system_score_gemma":0.0012451925,"threshold_uncertainty_score":0.7762504},"labels":[],"label_agreement":null},{"id":"W7096732329","doi":"","title":"Clostridium difficile for Medical Officers","year":2013,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Clostridium difficile; Health care; Psychological intervention; Infection control; Public health; Clostridium","score_opus":0.003924745773370355,"score_gpt":0.1865326341887811,"score_spread":0.18260788841541076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096732329","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":[0.006615294,0.058367338,0.0027992143,0.13377881,0.06110655,0.0007586754,0.00951388,0.00165801,0.7254022],"genre_scores_gemma":[0.07003992,0.060283855,0.0077784434,0.14976345,0.028284553,0.0006467381,0.013869227,0.00081845536,0.6685153],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682826,0.00073840446,0.0002527832,0.0003561033,0.001032222,0.0007923409],"domain_scores_gemma":[0.9919618,0.0009962809,0.0010402367,0.0005625926,0.0031916874,0.002247445],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017463987,0.0010771151,0.00075237924,0.0012941117,0.0019060605,0.003127455,0.001168202,0.0024946244,0.3445558],"category_scores_gemma":[0.013262982,0.0002878387,0.0009161408,0.0014110006,0.0006382041,0.0016056134,0.0036589075,0.0024905885,0.18480583],"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":[0.000092103044,0.00005659917,0.0016484514,0.00052843214,0.000011597938,0.00040534907,0.000086126325,0.000018267883,0.00018076549,0.0022208183,0.85565865,0.13909288],"study_design_scores_gemma":[0.000032365948,0.000076480654,0.0017738849,0.00061625213,0.000009703063,0.00088356587,0.0001300362,0.000015163784,0.000053803727,0.00086817803,0.99553066,0.000009896316],"about_ca_topic_score_codex":0.0035960893,"about_ca_topic_score_gemma":0.005345431,"teacher_disagreement_score":0.6554442,"about_ca_system_score_codex":0.0015632496,"about_ca_system_score_gemma":0.0036659215,"threshold_uncertainty_score":0.9349116},"labels":[],"label_agreement":null},{"id":"W7099514996","doi":"","title":"ORIGINAL RESEARCH ARTICLE Development of an ototox r","year":2016,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational 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":"Hearing loss; Review article; Sensorineural hearing loss; Dosing; Ototoxicity; Treatment modality; Candidacy; Hair cell","score_opus":0.041736281656020405,"score_gpt":0.3060082518581928,"score_spread":0.2642719702021724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099514996","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":[0.1183936,0.013783529,0.3840441,0.0050689774,0.0057827216,0.0021726699,0.0051573412,0.012607965,0.45298904],"genre_scores_gemma":[0.23590563,0.011175957,0.23305021,0.0016243795,0.00033024314,0.0006590282,0.0052557318,0.0011941849,0.5108046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935395,0.00003354894,0.000022316126,0.000109179695,0.00041723833,0.00006387568],"domain_scores_gemma":[0.99951875,0.000021464093,0.000037821446,0.000049732193,0.00026155723,0.000110734785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006976112,0.00087249395,0.00038351215,0.0005682923,0.0005079374,0.0009520008,0.00088588847,0.000693273,0.036623046],"category_scores_gemma":[0.0005254856,0.0002380884,0.000464119,0.00037133571,0.00043126426,0.0004989072,0.0007927714,0.0007379625,0.020326992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003192213,0.00019475548,0.0014194753,0.0005521299,0.000044162178,0.0005773095,0.000121849305,0.0053116097,0.53380424,0.011910196,0.077483736,0.3682613],"study_design_scores_gemma":[0.00011576391,0.00097415375,0.0024783348,0.000112260976,0.00006641273,0.0007837338,0.00009889165,0.013980642,0.20325868,0.0007044438,0.7773757,0.000050975792],"about_ca_topic_score_codex":0.012400084,"about_ca_topic_score_gemma":0.024976533,"teacher_disagreement_score":0.036623046,"about_ca_system_score_codex":0.0018476353,"about_ca_system_score_gemma":0.0029123388,"threshold_uncertainty_score":0.122516215},"labels":[],"label_agreement":null},{"id":"W7100626067","doi":"","title":"from Canada.","year":2011,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"","score_opus":0.010118860735609893,"score_gpt":0.14537130503459184,"score_spread":0.13525244429898195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100626067","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":[0.0016409742,0.0039006716,0.00091954984,0.0054743737,0.0009528303,0.00008222915,0.015625684,0.0008492548,0.9705546],"genre_scores_gemma":[0.0028441614,0.0010357427,0.00031580054,0.00035991098,0.000018330575,0.000012567651,0.002065112,0.00017012977,0.99317825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989505,0.000031873944,0.000036279434,0.00024958124,0.0004929857,0.0002387315],"domain_scores_gemma":[0.99808645,0.00010643882,0.000040462197,0.00014460323,0.0012188924,0.00040325196],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038970824,0.0012579503,0.0011613888,0.0019333104,0.0060905754,0.0073921424,0.0016521692,0.003060002,0.7756769],"category_scores_gemma":[0.002375383,0.00071080786,0.00063298905,0.0037963397,0.001399497,0.002065091,0.002998118,0.0020614434,0.5229538],"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":[0.00017256875,0.00004769279,0.0014334613,0.00046435843,0.00002374995,0.0004718568,0.00032815416,0.00027633877,0.0012679953,0.019235333,0.8310184,0.14526008],"study_design_scores_gemma":[0.0000070081505,0.0000057414295,0.00072337926,0.00010017008,0.0000042221704,0.000071089504,0.00018904464,0.00007447992,0.00023867283,0.0008115007,0.9977653,0.00000938101],"about_ca_topic_score_codex":0.6956382,"about_ca_topic_score_gemma":0.87236947,"teacher_disagreement_score":0.6956382,"about_ca_system_score_codex":0.015275811,"about_ca_system_score_gemma":0.026353927,"threshold_uncertainty_score":0.6123085},"labels":[],"label_agreement":null},{"id":"W7104278770","doi":"10.71781/2736","title":"L’archivage numérique des projets « Europan » comme situation d’analyse scientifique du concours d’idées en architecture","year":2008,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Architecture and Computational 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":"Context (archaeology); Typeface; Intentionality","score_opus":0.008098806458546463,"score_gpt":0.17710991232326298,"score_spread":0.16901110586471652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104278770","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":[0.14363112,0.024779586,0.34473652,0.018991042,0.0012310239,0.00023617981,0.0019322503,0.0009189562,0.46354342],"genre_scores_gemma":[0.6267431,0.028244274,0.23788747,0.0019274936,0.00044342922,0.0005905715,0.002400132,0.00081881526,0.10094473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9936401,0.0025879103,0.00045240848,0.0012365158,0.001794175,0.00028889984],"domain_scores_gemma":[0.99002105,0.004888691,0.0005431641,0.0022621006,0.0020905943,0.00019441075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00753377,0.0007131222,0.00093808386,0.00370293,0.002040407,0.013598828,0.0012875071,0.0021724685,0.010292176],"category_scores_gemma":[0.01282393,0.0006079337,0.001375122,0.0051180664,0.0061595566,0.009853382,0.0034765257,0.0026037388,0.0018782727],"study_design_candidate":"qualitative","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":[0.00008154864,0.000035625828,0.004650068,0.0006335773,0.000085240026,0.00013863295,0.007854639,0.004372847,0.0017329938,0.8861382,0.0042899353,0.08998683],"study_design_scores_gemma":[0.000030743933,0.00006688543,0.014817719,0.0016986844,0.000087936685,0.0003284063,0.011741861,0.011106014,0.0061508873,0.26027793,0.6935857,0.00010719805],"about_ca_topic_score_codex":0.026038963,"about_ca_topic_score_gemma":0.013312403,"teacher_disagreement_score":0.026038963,"about_ca_system_score_codex":0.008842531,"about_ca_system_score_gemma":0.00627178,"threshold_uncertainty_score":0.06415731},"labels":[],"label_agreement":null},{"id":"W7107858282","doi":"10.5281/zenodo.17732229","title":"Harnessing Modular and Prefabricated Structural Systems Integrated with Artificial Intelligence AI Automation and Renewable Energy to Accelerate Affordable Smart Housing in Africa","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational Design","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":"Trent University; Ontario Tech University","funders":"","keywords":"Modular design; Automation; Quality (philosophy); Renewable energy; Affordable housing; Sustainable development; Sustainable design","score_opus":0.021222704736876225,"score_gpt":0.21620309155815504,"score_spread":0.1949803868212788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107858282","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":[0.52437574,0.0011282781,0.43183574,0.0007719508,0.00008249146,0.000089547895,0.000060851726,0.0003906855,0.041264735],"genre_scores_gemma":[0.9059413,0.0005378643,0.09074851,0.000035374254,0.0000079184865,0.000026366753,0.000022595004,0.00002935494,0.0026506477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991,0.000030555788,0.0000028175402,0.000012341888,0.000023396986,0.000020920985],"domain_scores_gemma":[0.99992824,0.000021858743,0.000012580305,0.000016058966,0.000012369119,0.00000884089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020728199,0.00029763678,0.00016599984,0.00027213513,0.0002573956,0.0005696184,0.00025640166,0.00023744752,0.0020061878],"category_scores_gemma":[0.00031549225,0.0001570072,0.00027797688,0.00019523135,0.0005385428,0.00064176705,0.00076644943,0.00028180075,0.00024673247],"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":[0.00013916098,0.00013268885,0.0049845283,0.00031783458,0.00006470334,0.0005912997,0.00082660845,0.502566,0.13792652,0.10960158,0.0014738356,0.24137528],"study_design_scores_gemma":[0.00006155528,0.000600456,0.006206724,0.00013980281,0.00006233875,0.0004243577,0.0008671985,0.8314852,0.044828404,0.06361842,0.05165372,0.00005176514],"about_ca_topic_score_codex":0.0009772861,"about_ca_topic_score_gemma":0.0021502369,"teacher_disagreement_score":0.0020061878,"about_ca_system_score_codex":0.00029401068,"about_ca_system_score_gemma":0.00026779438,"threshold_uncertainty_score":0.006711304},"labels":[],"label_agreement":null},{"id":"W7107860579","doi":"10.5281/zenodo.17732230","title":"Harnessing Modular and Prefabricated Structural Systems Integrated with Artificial Intelligence AI Automation and Renewable Energy to Accelerate Affordable Smart Housing in Africa","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Architecture and Computational Design","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":"Trent University; Ontario Tech University","funders":"","keywords":"Modular design; Automation; Quality (philosophy); Renewable energy; Affordable housing; Sustainable development; Sustainable design","score_opus":0.021222704736876225,"score_gpt":0.21620309155815504,"score_spread":0.1949803868212788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107860579","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":[0.52437574,0.0011282781,0.43183574,0.0007719508,0.00008249146,0.000089547895,0.000060851726,0.0003906855,0.041264735],"genre_scores_gemma":[0.9059413,0.0005378643,0.09074851,0.000035374254,0.0000079184865,0.000026366753,0.000022595004,0.00002935494,0.0026506477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99991,0.000030555788,0.0000028175402,0.000012341888,0.000023396986,0.000020920985],"domain_scores_gemma":[0.99992824,0.000021858743,0.000012580305,0.000016058966,0.000012369119,0.00000884089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020728199,0.00029763678,0.00016599984,0.00027213513,0.0002573956,0.0005696184,0.00025640166,0.00023744752,0.0020061878],"category_scores_gemma":[0.00031549225,0.0001570072,0.00027797688,0.00019523135,0.0005385428,0.00064176705,0.00076644943,0.00028180075,0.00024673247],"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":[0.00013916098,0.00013268885,0.0049845283,0.00031783458,0.00006470334,0.0005912997,0.00082660845,0.502566,0.13792652,0.10960158,0.0014738356,0.24137528],"study_design_scores_gemma":[0.00006155528,0.000600456,0.006206724,0.00013980281,0.00006233875,0.0004243577,0.0008671985,0.8314852,0.044828404,0.06361842,0.05165372,0.00005176514],"about_ca_topic_score_codex":0.0009772861,"about_ca_topic_score_gemma":0.0021502369,"teacher_disagreement_score":0.0020061878,"about_ca_system_score_codex":0.00029401068,"about_ca_system_score_gemma":0.00026779438,"threshold_uncertainty_score":0.006711304},"labels":[],"label_agreement":null},{"id":"W7110475261","doi":"","title":"Design Science 2025 | Geometry of Uncertainty, Presentation: Andrew Witt","year":2025,"lang":"","type":"article","venue":"Digital Commons - RISD (Rhode Island School of Design)","topic":"Architecture and Computational 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; Scalability; Work (physics); Calculus (dental); Algebra over a field","score_opus":0.021857693299081674,"score_gpt":0.2679767641872649,"score_spread":0.24611907088818324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110475261","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":[0.0044203135,0.079209015,0.056470152,0.34936458,0.030111704,0.00007891424,0.00062670006,0.00043731905,0.4792814],"genre_scores_gemma":[0.29710162,0.059633423,0.027657975,0.032097314,0.039221298,0.00028053587,0.0006357106,0.00078108325,0.5425911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990133,0.00033069693,0.000040774892,0.00021189262,0.000350765,0.00005267995],"domain_scores_gemma":[0.9987299,0.00070714916,0.000060490805,0.00010419489,0.0002410537,0.00015721786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018780867,0.000703134,0.00041180945,0.0007185469,0.0022998685,0.005899198,0.00044899585,0.0019153996,0.027197389],"category_scores_gemma":[0.0069403504,0.00036089803,0.00038646185,0.0006769094,0.004702508,0.0038849304,0.002018889,0.004069786,0.0054475386],"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":[0.000027020085,0.000010291291,0.0001296101,0.00009838912,0.0000122669135,0.00006684423,0.00045951275,0.0009051381,0.00032019345,0.5082905,0.45416236,0.035517935],"study_design_scores_gemma":[0.000005830321,0.0000117054815,0.000086878776,0.00010874274,0.0000032929097,0.00011829505,0.0001501609,0.0006509322,0.0001429793,0.19341984,0.8052934,0.0000080707105],"about_ca_topic_score_codex":0.0020128838,"about_ca_topic_score_gemma":0.002900819,"teacher_disagreement_score":0.027197389,"about_ca_system_score_codex":0.0042889165,"about_ca_system_score_gemma":0.0015834966,"threshold_uncertainty_score":0.090984344},"labels":[],"label_agreement":null},{"id":"W7110967159","doi":"10.1007/978-3-319-70658-0_104-2","title":"Gilles Deleuze’s The Fold: Calculus and Curvilinear Design","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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 Victoria","funders":"","keywords":"Architecture; Architectural theory; Architectural geometry; Analogy; Style (visual arts); Reading (process); Key (lock); Dynamism","score_opus":0.011173602800638425,"score_gpt":0.1860434135130264,"score_spread":0.17486981071238797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110967159","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":[0.0032066023,0.03427928,0.17121658,0.014724656,0.003024982,0.00003901067,0.00017873857,0.000349852,0.77298033],"genre_scores_gemma":[0.19674599,0.031130552,0.10482984,0.0044857003,0.002152831,0.00015083437,0.00021968425,0.00077074225,0.6595138],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996989,0.00009985228,0.00000985924,0.000058890495,0.00010675311,0.00002571629],"domain_scores_gemma":[0.9997087,0.00015989106,0.000010552155,0.000051015722,0.000053837728,0.000015837217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005076569,0.00079850166,0.0004526249,0.00086554914,0.0014112681,0.0031892373,0.00071790593,0.0015914994,0.013964658],"category_scores_gemma":[0.0017462308,0.00042572184,0.00049194944,0.0009473573,0.006691571,0.0041420045,0.0011495141,0.0033938484,0.00440684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016529382,0.0000017861072,0.00001081166,0.000011457668,8.452629e-7,0.000006375371,0.00009293088,0.00029409621,0.000045347035,0.9853829,0.009220761,0.0049311426],"study_design_scores_gemma":[0.0000028152542,0.0000030074502,0.000029697503,0.000033016287,0.0000017861734,0.000049910996,0.00004420824,0.000657094,0.00014163752,0.76930666,0.22972289,0.0000073200913],"about_ca_topic_score_codex":0.005229268,"about_ca_topic_score_gemma":0.0076795,"teacher_disagreement_score":0.013964658,"about_ca_system_score_codex":0.0022443037,"about_ca_system_score_gemma":0.0011167757,"threshold_uncertainty_score":0.046716392},"labels":[],"label_agreement":null},{"id":"W7111666205","doi":"","title":"The Making of the Digital Avant-Garde: The Anglo-American Digital Avant-Garde Discourse in Architecture","year":2024,"lang":"en","type":"article","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"Architecture and Computational 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":"Narrative; Status quo; Architecture; Digital Revolution; Digital transformation; Discipline; Industrial Revolution; Set (abstract data type)","score_opus":0.012323830922427068,"score_gpt":0.2346961886267933,"score_spread":0.22237235770436625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111666205","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":[0.5394302,0.016473347,0.0061452347,0.02981567,0.0007658111,0.000027047221,0.0000247952,0.00004971975,0.4072682],"genre_scores_gemma":[0.9887804,0.00226707,0.0006119922,0.0016671661,0.000089003755,0.000011770414,0.0000068538725,0.000028147893,0.006537608],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99613625,0.0028638379,0.00006191735,0.000248557,0.00034190965,0.00034762564],"domain_scores_gemma":[0.99629706,0.0026205417,0.00018483543,0.0001359905,0.00039253192,0.00036911215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006492159,0.00046717993,0.00026436333,0.0016982242,0.019143375,0.011345786,0.0007603238,0.0015475802,0.0021789602],"category_scores_gemma":[0.0048950682,0.0003552462,0.0001565744,0.0011505954,0.029406605,0.0068666814,0.0041792323,0.0043617547,0.00039382797],"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":[0.000019483878,0.000020712649,0.00076415384,0.00003823634,0.0000022222944,0.00015437178,0.75547284,0.000039181672,0.00029783807,0.23276581,0.0020526743,0.00837253],"study_design_scores_gemma":[0.000006718595,0.00003514519,0.0017507727,0.0004641172,0.000013231395,0.000241412,0.63692313,0.00028681237,0.00045663465,0.024088554,0.33570147,0.000032018437],"about_ca_topic_score_codex":0.02201596,"about_ca_topic_score_gemma":0.038014743,"teacher_disagreement_score":0.02201596,"about_ca_system_score_codex":0.006869576,"about_ca_system_score_gemma":0.0031068353,"threshold_uncertainty_score":0.049842477},"labels":[],"label_agreement":null},{"id":"W7112995518","doi":"","title":"Digital Spark Presentation: Providence Town Center","year":2025,"lang":"","type":"article","venue":"Digital Commons - Ursinus (Ursinus College)","topic":"Architecture and Computational 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":"SPARK (programming language); Center (category theory); Class (philosophy); Tower; Quarter (Canadian coin)","score_opus":0.010747042991377761,"score_gpt":0.23386085038532806,"score_spread":0.2231138073939503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112995518","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":[0.001175886,0.00094778225,0.0025553638,0.008638248,0.011686106,0.0001295773,0.0032740925,0.0066448143,0.9649483],"genre_scores_gemma":[0.0027458838,0.0005112514,0.0007869333,0.00061334664,0.0013614342,0.000046872465,0.0018337762,0.0009856875,0.99111474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995946,0.000029116278,0.000008727398,0.000065095795,0.00024375554,0.00005872783],"domain_scores_gemma":[0.9992379,0.000060411552,0.000014594381,0.00007593583,0.00030554403,0.0003055548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091145834,0.0009916717,0.0005004165,0.0007075105,0.0028199647,0.004007668,0.0011146086,0.0011211375,0.6482982],"category_scores_gemma":[0.0016594983,0.00029562518,0.0005176364,0.00078321894,0.0003616333,0.0017714933,0.0023597663,0.0016639964,0.32092214],"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":[0.00001923934,0.000009662733,0.000019938378,0.000013165739,8.961286e-7,0.00002184265,0.0000139138565,0.000032641066,0.00016091568,0.0008070383,0.9918656,0.0070350897],"study_design_scores_gemma":[0.00000840737,0.000010273053,0.000106812826,0.000014587147,0.0000015108196,0.000017871422,0.00004448097,0.00008820024,0.00011169298,0.00034491046,0.99924743,0.0000038221747],"about_ca_topic_score_codex":0.0060071396,"about_ca_topic_score_gemma":0.023232331,"teacher_disagreement_score":0.6482982,"about_ca_system_score_codex":0.001368536,"about_ca_system_score_gemma":0.0014441815,"threshold_uncertainty_score":0.50165987},"labels":[],"label_agreement":null},{"id":"W7116630511","doi":"10.31407/ijees15.636","title":"LEVERAGING THE WILDLIFE INSIGHTS PLATFORM TO BUILD AI LITERACY AND ANALYTICAL SKILLS IN FUTURE ENVIRONMENTAL SPECIALISTS","year":2025,"lang":"","type":"article","venue":"International Journal of Ecosystems and Ecology Science (IJEES)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Literacy; Citizen science; Wildlife; Digital literacy; Sustainability; Government (linguistics)","score_opus":0.004285996383576472,"score_gpt":0.24974820562484232,"score_spread":0.24546220924126586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116630511","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":[0.9819797,0.00007878292,0.010848795,0.0005368024,0.000023226126,0.00027534255,0.000027742628,0.00012026142,0.0061094733],"genre_scores_gemma":[0.9014166,0.00026258308,0.091473676,0.0003084489,0.000026030952,0.0004439166,0.00011595673,0.00001699831,0.005935875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999529,0.0001684195,0.000021137545,0.0000806645,0.00010111652,0.000099713994],"domain_scores_gemma":[0.99880826,0.0004127668,0.00012258116,0.00010553117,0.00013115944,0.00041955212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013578688,0.00028870083,0.00016565026,0.00060640275,0.0004691225,0.00082922215,0.00056818017,0.00044821601,0.0033545785],"category_scores_gemma":[0.0027196892,0.000168889,0.00026717415,0.00017217315,0.0003929171,0.0007557091,0.0019884808,0.0005715556,0.0006964905],"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":[0.00059237133,0.018257748,0.09191627,0.00049623125,0.000037223377,0.0011647987,0.016113749,0.002007239,0.09127186,0.0026744036,0.004641984,0.77082616],"study_design_scores_gemma":[0.0007076791,0.029637402,0.6965678,0.00097442936,0.00027955117,0.0038842976,0.025019081,0.020103814,0.08742194,0.013465689,0.121679015,0.00025933448],"about_ca_topic_score_codex":0.00065142656,"about_ca_topic_score_gemma":0.0022900607,"teacher_disagreement_score":0.0033545785,"about_ca_system_score_codex":0.0003410625,"about_ca_system_score_gemma":0.0018662197,"threshold_uncertainty_score":0.011222184},"labels":[],"label_agreement":null},{"id":"W7117449345","doi":"10.2139/ssrn.5978877","title":"Fiscal Geometry under Closed Axes: Clarifying SITI and ZITI as Theme-Constrained Readings on the X-Y Plane","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Architecture and Computational Design","field":"Engineering","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 Toronto","funders":"","keywords":"Representation (politics); Comparability; Analogy; Intersection (aeronautics); Boundary (topology); Constraint (computer-aided design); Visibility; Reading (process); Plane (geometry)","score_opus":0.010382575764745118,"score_gpt":0.23030718850301496,"score_spread":0.21992461273826985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117449345","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":[0.14968754,0.0017915774,0.2756293,0.014944981,0.0015339965,0.00008706435,0.0005653379,0.0005183604,0.5552418],"genre_scores_gemma":[0.9533998,0.00057262374,0.028405305,0.00074051024,0.00037547032,0.00009292886,0.00020477064,0.0003473606,0.015861265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984736,0.00059091364,0.00009657704,0.00032827098,0.0002671862,0.00024342365],"domain_scores_gemma":[0.99864405,0.00043010016,0.000198928,0.00032665892,0.00023859866,0.00016170988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022944675,0.00068974926,0.00093275064,0.001946441,0.0033377793,0.006616421,0.0012463145,0.0018168568,0.009726317],"category_scores_gemma":[0.0056390287,0.00043334556,0.0007232936,0.0021805032,0.013940988,0.013057923,0.0046102437,0.004376058,0.0013395107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005825945,0.0000011535225,0.00001970114,0.0000031222573,6.11371e-7,0.000007929453,0.00043204942,0.000051346782,0.000044107783,0.99854493,0.0002099772,0.00067911786],"study_design_scores_gemma":[0.000009761737,0.0000054191078,0.00007188191,0.000008184193,0.0000023203563,0.00002000575,0.00041204033,0.00034171235,0.00009420825,0.9946903,0.0043388414,0.0000052006462],"about_ca_topic_score_codex":0.0020793017,"about_ca_topic_score_gemma":0.0017598406,"teacher_disagreement_score":0.009726317,"about_ca_system_score_codex":0.0019449373,"about_ca_system_score_gemma":0.0011959779,"threshold_uncertainty_score":0.03253776},"labels":[],"label_agreement":null},{"id":"W7120537767","doi":"","title":"Techne Digital","year":2015,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Architecture and Computational 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":"Context (archaeology); Set (abstract data type); Techne; Carry (investment); Quarter (Canadian coin)","score_opus":0.019977290629975518,"score_gpt":0.22414395923099,"score_spread":0.20416666860101448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120537767","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":[0.0009917105,0.0023494232,0.010452252,0.0025438233,0.0025967034,0.00017531168,0.0036646358,0.0060222805,0.9712038],"genre_scores_gemma":[0.006591478,0.0024882986,0.0050626653,0.0009554242,0.00047342505,0.00016113576,0.003409509,0.0018008347,0.9790573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865806,0.00018861801,0.00009326179,0.00029833417,0.00062780577,0.000133958],"domain_scores_gemma":[0.9979876,0.0003331263,0.00008697664,0.00088286144,0.00043012173,0.00027931973],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012111501,0.0012609469,0.0008278255,0.003035609,0.0016110981,0.009895209,0.0016966244,0.0027383154,0.75314856],"category_scores_gemma":[0.0047032847,0.00077959005,0.00090804836,0.0028700503,0.0012598316,0.0070271506,0.0050157188,0.0029860141,0.65466154],"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":[0.000110798996,0.00010392773,0.00043842025,0.0005069754,0.000020498901,0.00031294452,0.00036497464,0.00045116944,0.0027137012,0.06683661,0.51039124,0.41774875],"study_design_scores_gemma":[0.000010237229,0.000012944808,0.0001651126,0.00009160044,0.0000036568545,0.00016818587,0.000063731175,0.00018581058,0.00037979078,0.0039075646,0.99500424,0.0000072158177],"about_ca_topic_score_codex":0.001355281,"about_ca_topic_score_gemma":0.0013780652,"teacher_disagreement_score":0.75314856,"about_ca_system_score_codex":0.0013185837,"about_ca_system_score_gemma":0.0019142758,"threshold_uncertainty_score":0.3521036},"labels":[],"label_agreement":null},{"id":"W7120686082","doi":"","title":"Programming for Architecture: visual and textual languages in Performance-Driven Architectural Design","year":2019,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Architecture and Computational 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":"Architectural design; Graphic design; Context (archaeology); Visualization; Visual language","score_opus":0.01612972298413522,"score_gpt":0.25327269397830365,"score_spread":0.23714297099416842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120686082","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002800858,0.0004676003,0.9857099,0.0013300001,0.00009682922,0.00009880023,0.00011236586,0.0021213219,0.0072623133],"genre_scores_gemma":[0.054486327,0.0010776451,0.9318549,0.00048655103,0.000086193395,0.00044355553,0.00047992755,0.0017949308,0.009290021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960653,0.002267757,0.00028578338,0.0003338439,0.0008521645,0.00019514008],"domain_scores_gemma":[0.993127,0.0041398024,0.00045816074,0.0010325137,0.0008721669,0.0003703135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059535718,0.0012057958,0.00043504566,0.0012308541,0.00076581025,0.0060048737,0.0027990576,0.0019138296,0.008530656],"category_scores_gemma":[0.013250719,0.0010864716,0.0013547526,0.0014192977,0.0031400258,0.005669717,0.0027685647,0.0031709084,0.0025242872],"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":[0.00021155522,0.00013449871,0.00095037255,0.0009954547,0.00005339667,0.000281645,0.005684231,0.030498853,0.009572872,0.77078074,0.013028221,0.1678082],"study_design_scores_gemma":[0.0002373145,0.00020760937,0.0005619806,0.0010940527,0.00008844859,0.0007239147,0.0018357176,0.16109627,0.010534934,0.42994413,0.39354557,0.00013007353],"about_ca_topic_score_codex":0.0042894767,"about_ca_topic_score_gemma":0.0051236437,"teacher_disagreement_score":0.008530656,"about_ca_system_score_codex":0.0015557434,"about_ca_system_score_gemma":0.0028501428,"threshold_uncertainty_score":0.031485856},"labels":[],"label_agreement":null},{"id":"W7154103274","doi":"10.1145/3772318.3808988","title":"10.1145/3772318.3808988","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Generative grammar; Component (thermodynamics); Generative model","score_opus":0.002652237317596038,"score_gpt":0.13828675738629254,"score_spread":0.1356345200686965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154103274","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":[0.0022555492,0.0044582593,0.013142255,0.0010475676,0.0018937178,0.00043699882,0.011528417,0.016510842,0.9487265],"genre_scores_gemma":[0.0037380997,0.001976835,0.0021005976,0.0006000266,0.00011526412,0.00019418747,0.0065765553,0.0018775401,0.98282075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993073,0.00004349326,0.000058801277,0.00020930669,0.00022597417,0.00015509901],"domain_scores_gemma":[0.99859077,0.00028843526,0.00006508223,0.00047133947,0.000340198,0.00024411178],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017026227,0.0035944032,0.0022987374,0.0027519215,0.0023833853,0.004666465,0.0027849106,0.0047361576,0.94572616],"category_scores_gemma":[0.0026943,0.0018313923,0.001298086,0.00826897,0.001510571,0.009246558,0.005454764,0.0026456157,0.9631282],"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":[0.0002961282,0.00019189062,0.0005552687,0.0006236038,0.000047695023,0.00025510628,0.00011211961,0.00088730425,0.0019117258,0.0082770465,0.6404922,0.34634998],"study_design_scores_gemma":[0.00004011289,0.000035416924,0.0007824712,0.0002561523,0.0000474222,0.00015736841,0.00008302909,0.0009839748,0.00065646064,0.0018357579,0.9950825,0.00003938726],"about_ca_topic_score_codex":0.016134666,"about_ca_topic_score_gemma":0.012786876,"teacher_disagreement_score":0.054273844,"about_ca_system_score_codex":0.002290176,"about_ca_system_score_gemma":0.0011241913,"threshold_uncertainty_score":0.07741499},"labels":[],"label_agreement":null},{"id":"W7154164455","doi":"10.1145/3772318.3809013","title":"10.1145/3772318.3809013","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Systems design; Interactive design; Set (abstract data type); Focus (optics); Interactive media","score_opus":0.002619109094863809,"score_gpt":0.1375016068046771,"score_spread":0.13488249770981328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154164455","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":[0.002467163,0.00465107,0.014653648,0.0011945277,0.0020794938,0.00048518227,0.0130265765,0.019641435,0.94180095],"genre_scores_gemma":[0.0043416363,0.002197021,0.0023935987,0.00066571176,0.00012730972,0.00022314228,0.0073456424,0.0022200574,0.9804859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923396,0.000046736233,0.00006594028,0.0002276056,0.00025152258,0.00017415897],"domain_scores_gemma":[0.9984864,0.00031289156,0.00006956903,0.0005259227,0.00033183102,0.00027343404],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019224196,0.0038579777,0.0024258026,0.002800304,0.0025677532,0.005003535,0.0030310391,0.0053428886,0.9461716],"category_scores_gemma":[0.0030529378,0.002075734,0.0014329316,0.008366061,0.0017201959,0.010103125,0.005951487,0.00297039,0.96331036],"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":[0.00034605415,0.00022853464,0.000629013,0.0006930145,0.00005463461,0.00026580977,0.00012339489,0.0010040054,0.002070391,0.0096463645,0.63283837,0.35210043],"study_design_scores_gemma":[0.000046243058,0.00003938023,0.00085014105,0.0002783751,0.000053949374,0.00016574495,0.00009085955,0.0011195352,0.0007611481,0.0021063127,0.9944448,0.000043576434],"about_ca_topic_score_codex":0.018168533,"about_ca_topic_score_gemma":0.013977447,"teacher_disagreement_score":0.05382842,"about_ca_system_score_codex":0.002570671,"about_ca_system_score_gemma":0.0012281915,"threshold_uncertainty_score":0.07677972},"labels":[],"label_agreement":null},{"id":"W7154445812","doi":"10.1109/ls2566125.2025.11467628","title":"Daylight and Lighting Optimization in Passive House Design: Case Study of a 3D-Printed Building in Cold Climate","year":2025,"lang":"","type":"article","venue":"","topic":"Architecture and Computational Design","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":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Daylight; Cold climate; Building energy simulation; Work (physics)","score_opus":0.012149686103209876,"score_gpt":0.2502570057444495,"score_spread":0.2381073196412396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154445812","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":[0.8749024,0.00009638879,0.11323905,0.00010538501,0.000021854394,0.00011796394,0.00022654812,0.0004698849,0.010820429],"genre_scores_gemma":[0.9494609,0.00004207858,0.047219936,0.000011461155,0.0000031475674,0.000030045887,0.0000684291,0.000055739212,0.0031081305],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9996878,0.00010943094,0.000009235883,0.000044245946,0.00010249807,0.00004679801],"domain_scores_gemma":[0.9995735,0.00024451964,0.000027349286,0.000066232285,0.000049933762,0.00003837137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004971924,0.00056731567,0.00039260896,0.00032371597,0.00044851543,0.0008199473,0.00071562384,0.00064999925,0.0027100786],"category_scores_gemma":[0.0007131178,0.0002692565,0.0005975557,0.00030741113,0.0005875486,0.0003192608,0.000515951,0.00031190907,0.0003217226],"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":[0.0003130341,0.00038316284,0.008433061,0.00030647987,0.000060352737,0.0018816919,0.0005991515,0.89827454,0.037926327,0.0033283068,0.0010136648,0.047480244],"study_design_scores_gemma":[0.00010712378,0.0006608926,0.009188142,0.00002657337,0.000072866154,0.00072079943,0.0009043343,0.9268371,0.05307047,0.0025233089,0.0058264723,0.00006194766],"about_ca_topic_score_codex":0.006452919,"about_ca_topic_score_gemma":0.017263046,"teacher_disagreement_score":0.006452919,"about_ca_system_score_codex":0.000666292,"about_ca_system_score_gemma":0.00052708265,"threshold_uncertainty_score":0.012830734},"labels":[],"label_agreement":null},{"id":"W7161985017","doi":"10.82308/49663","title":"Assessing physical and digital participatory model making in urban design","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational 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":"Urban environment; Urban planning; Poison control; Urban design","score_opus":0.06803589979749268,"score_gpt":0.3224487733992208,"score_spread":0.2544128736017281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161985017","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":[0.8357819,0.00073357276,0.045168288,0.0012716341,0.000063141924,0.00072586455,0.00014377225,0.00012503819,0.11598678],"genre_scores_gemma":[0.97019905,0.0003175452,0.023278475,0.00005269952,0.0000064051505,0.00033867464,0.0000863395,0.000048862792,0.0056718737],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.979427,0.014231726,0.00056072016,0.0009972381,0.003931651,0.00085173437],"domain_scores_gemma":[0.97244287,0.017786976,0.0017246684,0.0033396843,0.0036411574,0.0010645848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019819107,0.00091639976,0.000496718,0.0033700028,0.004059991,0.012078494,0.0014200393,0.0014763206,0.009590243],"category_scores_gemma":[0.03591403,0.0008254066,0.000823527,0.0027293805,0.008717328,0.005248659,0.0105229225,0.0012507626,0.0009187134],"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":[0.0006537111,0.00066796556,0.09540836,0.002332027,0.00025233088,0.0007287547,0.40176943,0.04839199,0.006366018,0.116918355,0.0027195306,0.32379156],"study_design_scores_gemma":[0.00017895618,0.0010455777,0.12326602,0.0019538838,0.0002744335,0.00069201493,0.5287507,0.06404263,0.007991544,0.08156065,0.18982728,0.0004162882],"about_ca_topic_score_codex":0.020538261,"about_ca_topic_score_gemma":0.04015294,"teacher_disagreement_score":0.020538261,"about_ca_system_score_codex":0.007586114,"about_ca_system_score_gemma":0.005618318,"threshold_uncertainty_score":0.10481471},"labels":[],"label_agreement":null},{"id":"W7163162355","doi":"10.7202/1125454ar","title":"Eugenio Faludi, Master Planner","year":2025,"lang":"fr","type":"article","venue":"Journal of the Society for the Study of Architecture in Canada","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Architecture; Master plan; Planner","score_opus":0.00956698009197593,"score_gpt":0.21178025715000134,"score_spread":0.20221327705802541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163162355","genre_codex":"commentary","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":[0.0011641845,0.09149479,0.009718368,0.49388373,0.041516557,0.00014412231,0.0021841798,0.0009607794,0.35893327],"genre_scores_gemma":[0.019784665,0.058500018,0.0040787947,0.05450853,0.0063212956,0.00016184422,0.0009921158,0.0006638457,0.8549888],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983365,0.0002971343,0.00007599035,0.00029100175,0.00081931514,0.0001800266],"domain_scores_gemma":[0.99668306,0.0007124181,0.00016179674,0.00014477772,0.001580818,0.0007170828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020990218,0.0005075197,0.00047918464,0.0012728397,0.002807207,0.0025331513,0.00076488,0.0023997324,0.10159121],"category_scores_gemma":[0.009092922,0.00037860774,0.00022669553,0.0014402645,0.0012416767,0.0029511,0.001940905,0.002799155,0.05955268],"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":[0.000011672909,0.000008005774,0.00010015291,0.000065809916,0.0000014867949,0.000021064505,0.00014574177,0.000078035104,0.000052673193,0.009117879,0.9461513,0.04424614],"study_design_scores_gemma":[0.0000022223398,0.0000027971796,0.0001034704,0.00006089484,9.0713314e-7,0.000033021803,0.000079250174,0.000026525871,0.000050934792,0.0020789204,0.99755657,0.000004520224],"about_ca_topic_score_codex":0.02342552,"about_ca_topic_score_gemma":0.031059422,"teacher_disagreement_score":0.9765745,"about_ca_system_score_codex":0.004217638,"about_ca_system_score_gemma":0.0065549924,"threshold_uncertainty_score":0.33985645},"labels":[],"label_agreement":null},{"id":"W7164263690","doi":"","title":"Design and semantics of form and movement 5:DeSForM 2009, October 26-27, 2009, Taipei","year":2009,"lang":"en","type":"article","venue":"TU/e Research Portal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Taiwan University; Academia Sinica; Universiti Teknologi MARA; Technische Universiteit Delft; Ministry of Higher Education, Malaysia; National Science Council; Canadian Institute for Theoretical Astrophysics","keywords":"Movement (music); Semantics (computer science); Action (physics); Field (mathematics)","score_opus":0.03087656666559468,"score_gpt":0.2978082850699443,"score_spread":0.2669317184043496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164263690","genre_codex":"methods","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":[0.03423546,0.017577253,0.5746465,0.016966488,0.0054136766,0.00049745897,0.0038589907,0.010863816,0.33594042],"genre_scores_gemma":[0.20746592,0.009334622,0.16937639,0.0011696926,0.0007046038,0.0005775117,0.008874518,0.0041217892,0.5983749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898094,0.00031875234,0.00007598294,0.0003272503,0.00021880383,0.00007827693],"domain_scores_gemma":[0.99931383,0.00026733126,0.000018742663,0.0001799782,0.00016544876,0.00005470656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002121946,0.000993847,0.0008197501,0.0006275705,0.0015464902,0.0030555557,0.0013296555,0.0012904751,0.07771526],"category_scores_gemma":[0.0023042744,0.0005913148,0.0010470554,0.00093891093,0.002382772,0.0044314903,0.0021887554,0.001955278,0.013056295],"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":[0.00040097465,0.00017269024,0.0011659005,0.00045168318,0.000060469825,0.0006115433,0.0034472384,0.004900341,0.0050173528,0.45942217,0.27053133,0.25381827],"study_design_scores_gemma":[0.000049484956,0.000067688445,0.00074135436,0.00022582986,0.000020341984,0.0003012853,0.0003895944,0.008074944,0.0023956422,0.0644886,0.92321545,0.000029826588],"about_ca_topic_score_codex":0.0059248004,"about_ca_topic_score_gemma":0.011910189,"teacher_disagreement_score":0.07771526,"about_ca_system_score_codex":0.004590337,"about_ca_system_score_gemma":0.0012501981,"threshold_uncertainty_score":0.25998348},"labels":[],"label_agreement":null},{"id":"W7164472133","doi":"","title":"Simposio di costruttori digitali","year":2004,"lang":"it","type":"article","venue":"Iris (Roma Tre University)","topic":"Architecture and Computational 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":"Work (physics); Prime (order theory); Focus (optics); Prime minister; Narrative","score_opus":0.007450778107992652,"score_gpt":0.16704768985945262,"score_spread":0.15959691175145996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164472133","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":[0.03562535,0.039325282,0.08925558,0.013330819,0.0052928193,0.00014862366,0.0007153529,0.00081497733,0.8154911],"genre_scores_gemma":[0.2529596,0.036193147,0.056195594,0.002291397,0.0028637243,0.00021034511,0.0009980511,0.0006157033,0.64767236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935573,0.00008306253,0.000022834965,0.00011837031,0.0003293054,0.000090712754],"domain_scores_gemma":[0.9991283,0.00019814135,0.000050907198,0.00023980754,0.00027984442,0.00010297315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005890463,0.0005176096,0.00029382546,0.001539218,0.0013711485,0.0041517895,0.0006712909,0.00085552025,0.061460197],"category_scores_gemma":[0.0013392167,0.0003190384,0.0003946533,0.0013589135,0.0014999241,0.0030217492,0.0018758605,0.0010493401,0.0093392525],"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":[0.00018915973,0.000081018006,0.0020320825,0.0007450014,0.000041610936,0.0005482617,0.0011349531,0.0021875938,0.023713656,0.5093692,0.080079876,0.37987757],"study_design_scores_gemma":[0.0000143463585,0.00005792234,0.0018950313,0.00013522868,0.00002465903,0.0006238628,0.00027764332,0.0016131784,0.00632432,0.030902538,0.9581126,0.000018688566],"about_ca_topic_score_codex":0.003583645,"about_ca_topic_score_gemma":0.012157571,"teacher_disagreement_score":0.061460197,"about_ca_system_score_codex":0.0019381037,"about_ca_system_score_gemma":0.001393698,"threshold_uncertainty_score":0.20560485},"labels":[],"label_agreement":null},{"id":"W823752514","doi":"","title":"Development of Bio-Based Renewable Building Sound Insulation Products","year":2015,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"FPInnovations","funders":"U.S. Forest Service; FPInnovations; Canadian Forest Service; Government of Canada","keywords":"Architectural engineering; Engineering; Soundproofing; Renewable energy; Profit (economics); Acoustic attenuation; Construction engineering; Civil engineering; Attenuation; Acoustics; Electrical engineering","score_opus":0.02819300528947635,"score_gpt":0.2124422790439887,"score_spread":0.18424927375451236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W823752514","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":[0.8170638,0.015528163,0.08625076,0.0007650744,0.00078621553,0.00047684563,0.0018695595,0.0010121042,0.07624746],"genre_scores_gemma":[0.88447756,0.010876327,0.07910876,0.00026504265,0.00005690619,0.00027745203,0.0020019552,0.00018415606,0.022751791],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997973,0.00001813508,0.000010704128,0.000033598124,0.00011192328,0.000028332444],"domain_scores_gemma":[0.9998524,0.000015796606,0.000020644868,0.000020674459,0.00005222113,0.00003828038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037604198,0.00037159192,0.00022893651,0.00075885653,0.00022083995,0.00097295915,0.0003580265,0.000485966,0.0024191847],"category_scores_gemma":[0.0002640175,0.0001653575,0.00040115335,0.00040283223,0.00018097667,0.0005254308,0.00047432314,0.0008045596,0.0017218008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082655686,0.0002572561,0.00043479528,0.0004688121,0.000019371293,0.0003042884,0.000087749635,0.0024805814,0.9114127,0.0034015565,0.0009182999,0.08013202],"study_design_scores_gemma":[0.0000127422545,0.00049416866,0.0017404809,0.00010966094,0.000041005096,0.00025459172,0.00008049836,0.0018406454,0.9392116,0.0005890897,0.055613108,0.00001236818],"about_ca_topic_score_codex":0.00023597444,"about_ca_topic_score_gemma":0.0005557219,"teacher_disagreement_score":0.0024191847,"about_ca_system_score_codex":0.00028273865,"about_ca_system_score_gemma":0.00038959717,"threshold_uncertainty_score":0.00809294},"labels":[],"label_agreement":null},{"id":"W830981355","doi":"","title":"Designing Digital Windows into Mathematics","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Mathematics; Computer graphics (images); Programming language; Mathematics education; Calculus (dental)","score_opus":0.015054592790091246,"score_gpt":0.23308230348055053,"score_spread":0.2180277106904593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W830981355","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11373353,0.00072984555,0.6555619,0.0011468402,0.0003133837,0.00017211768,0.00009976772,0.0022805315,0.22596206],"genre_scores_gemma":[0.68422455,0.000759888,0.24820419,0.00019084898,0.000044266926,0.0001380838,0.00012526894,0.001073261,0.06523964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996094,0.00013841176,0.000024769755,0.00007977686,0.00008645379,0.00006115887],"domain_scores_gemma":[0.9991893,0.00042159928,0.00004022834,0.00019042952,0.000072175644,0.000086157175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005596728,0.00057079917,0.00022751925,0.0005468881,0.0011480001,0.004717581,0.00068129774,0.0006916104,0.029148996],"category_scores_gemma":[0.003030666,0.00056295504,0.00045146767,0.00037482474,0.0022516116,0.0072584474,0.003326022,0.0011397945,0.0031951487],"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":[0.00010249214,0.000057771485,0.0005488958,0.000109506356,0.0000091744,0.00013022767,0.004733303,0.0024493958,0.012406519,0.9008952,0.0023982537,0.07615919],"study_design_scores_gemma":[0.00010864854,0.00022877927,0.0009856481,0.00022074333,0.000061748404,0.00033519865,0.005536971,0.02343797,0.049352467,0.43552268,0.48416305,0.000046080695],"about_ca_topic_score_codex":0.0006011004,"about_ca_topic_score_gemma":0.00095702533,"teacher_disagreement_score":0.029148996,"about_ca_system_score_codex":0.00057378726,"about_ca_system_score_gemma":0.00052204914,"threshold_uncertainty_score":0.09751308},"labels":[],"label_agreement":null},{"id":"W858507092","doi":"","title":"Ornamentation and Detail","year":2007,"lang":"en","type":"article","venue":"Ceramics technical","topic":"Architecture and Computational 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":"Work (physics); Project commissioning; Publishing; Data collection","score_opus":0.004157770991735141,"score_gpt":0.20628964169335087,"score_spread":0.20213187070161573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W858507092","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":[0.033201415,0.00502463,0.017602742,0.0033238358,0.0010909258,0.000027413893,0.00028621126,0.00029785736,0.939145],"genre_scores_gemma":[0.65640837,0.003118131,0.0148950275,0.0011947997,0.0004165846,0.00003940063,0.000334727,0.00087170827,0.3227213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992461,0.00010150127,0.000026737724,0.00015243249,0.00033363514,0.0001395793],"domain_scores_gemma":[0.9994511,0.00007894252,0.00004203151,0.00019417424,0.0001264473,0.00010730501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005047031,0.00041340815,0.00029488403,0.0010676017,0.0038895407,0.006869546,0.00057041977,0.0007400256,0.032221522],"category_scores_gemma":[0.0017777043,0.0001960809,0.00033334806,0.001078071,0.008446526,0.0029286263,0.003382989,0.0015216252,0.004409745],"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":[0.00014794471,0.000017408081,0.0022795391,0.00016773927,0.000017747736,0.00042446438,0.0101290345,0.0006791886,0.004335697,0.8360321,0.036683768,0.1090853],"study_design_scores_gemma":[0.000006585017,0.000028254486,0.004022632,0.00013983632,0.000010876528,0.0010600198,0.003569618,0.0003549073,0.00081139675,0.06885279,0.9211186,0.000024502457],"about_ca_topic_score_codex":0.0072479476,"about_ca_topic_score_gemma":0.019339984,"teacher_disagreement_score":0.032221522,"about_ca_system_score_codex":0.0018736877,"about_ca_system_score_gemma":0.00080622995,"threshold_uncertainty_score":0.10779172},"labels":[],"label_agreement":null},{"id":"W92333885","doi":"10.1007/978-1-4615-4409-8_3","title":"Flexible Stem Graspers","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","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":"Simon Fraser University","funders":"","keywords":"Object (grammar); Movement (music); Computer science; Human–computer interaction; Communication; Computer vision; Artificial intelligence; Control engineering; Engineering; Psychology; Physics; Acoustics","score_opus":0.012639442460304387,"score_gpt":0.17475127986643962,"score_spread":0.16211183740613525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92333885","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":[0.010209772,0.0049914364,0.47581205,0.00043425596,0.00055945036,0.00008226922,0.00029111057,0.0027265889,0.5048931],"genre_scores_gemma":[0.077224806,0.004337141,0.12061495,0.00027294343,0.00014214862,0.00009733397,0.0006377279,0.0005587552,0.79611427],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985826,0.000008363863,0.0000037817213,0.000031009447,0.000081434686,0.000017119099],"domain_scores_gemma":[0.9999232,0.000017739294,0.0000048087427,0.000025185898,0.000020092131,0.000008968763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001626241,0.00097357674,0.00052403536,0.0008723721,0.000595799,0.001090163,0.0010122408,0.0009897867,0.051170386],"category_scores_gemma":[0.0002853737,0.00039688268,0.00040300336,0.0009122868,0.00075344683,0.0024112035,0.0012468926,0.0010183651,0.014314177],"study_design_candidate":"bench_or_experimental","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":[0.000060329487,0.000044822766,0.00009635303,0.0002569919,0.0000135898645,0.00018559075,0.00025072347,0.007893454,0.040333897,0.19903727,0.041129794,0.7106973],"study_design_scores_gemma":[0.000020809226,0.00014377454,0.00065956643,0.00020803305,0.000021398278,0.00103024,0.00020068159,0.029043173,0.029335817,0.11372811,0.8255491,0.00005931328],"about_ca_topic_score_codex":0.00038193693,"about_ca_topic_score_gemma":0.0009932006,"teacher_disagreement_score":0.051170386,"about_ca_system_score_codex":0.00031164096,"about_ca_system_score_gemma":0.00032453114,"threshold_uncertainty_score":0.17118198},"labels":[],"label_agreement":null},{"id":"W934728133","doi":"10.17831/rep:arcc%y342","title":"Action Research and Prototype Testbeds: Prioritizing Collaborative Making in Architectural Research","year":2011,"lang":"en","type":"article","venue":"ARCC Conference Repository (Architectural Research Centers Consortium)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Renewable Energy Laboratory; Ontario Power Authority; University of Waterloo; Mitacs; Ontario Arts Council; Natural Resources Canada; Canada Council for the Arts; U.S. Department of Energy","keywords":"Action research; Context (archaeology); Computer science; Architecture; Action (physics); Set (abstract data type); Knowledge management; Engineering management; Engineering; Process management; Sociology","score_opus":0.2406522895369117,"score_gpt":0.39167467795159233,"score_spread":0.15102238841468063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W934728133","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094988145,0.005188014,0.751354,0.030917972,0.0012689016,0.008766835,0.00014757078,0.0010663179,0.10630221],"genre_scores_gemma":[0.38534296,0.0017735596,0.59746325,0.0013712198,0.00017202154,0.008815936,0.0001786627,0.00033207575,0.0045503844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.59214264,0.36735824,0.0067173387,0.010881321,0.017607432,0.0052930196],"domain_scores_gemma":[0.64549243,0.2560507,0.012602387,0.049424708,0.018882634,0.017547097],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.28134993,0.002295944,0.0023638548,0.007140628,0.01322612,0.02609067,0.0107355425,0.009060772,0.009295094],"category_scores_gemma":[0.2688753,0.0019823264,0.0019924585,0.005394452,0.041482005,0.045042403,0.039432134,0.007051348,0.0017083926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065565493,0.0012387565,0.0053111725,0.0036852837,0.00013459114,0.0017884782,0.16698277,0.0056073684,0.006948824,0.47105935,0.008912266,0.32767546],"study_design_scores_gemma":[0.00075516885,0.0028505877,0.0030869225,0.0037609318,0.0001288253,0.0010491583,0.19405825,0.00872375,0.006708138,0.5441735,0.2343847,0.00032010948],"about_ca_topic_score_codex":0.0020239006,"about_ca_topic_score_gemma":0.0037344089,"teacher_disagreement_score":0.28134993,"about_ca_system_score_codex":0.012107147,"about_ca_system_score_gemma":0.036242716,"threshold_uncertainty_score":0.8862235},"labels":[],"label_agreement":null}]}