{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"241a32b0d29a","filters":{"venue":"Architecture"}},"results":[{"id":"W4312173908","doi":"10.3390/architecture3010001","title":"The Evolution of the Architectural Façade since 1950: A Contemporary Categorization","year":2022,"lang":"en","type":"article","venue":"Architecture","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Categorization; Novelty; Set (abstract data type); Architectural engineering; Expression (computer science); Computer science; Aesthetics; Engineering; Artificial intelligence; Art; Psychology; Social psychology","authors":[{"name":"Carmela Cucuzzella","is_ca":true},{"name":"Negarsadat Rahimi","is_ca":true},{"name":"Aristofanis Soulikias","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01352370250606546,"gpt":0.1835650403996264,"spread":0.1700413378935609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001720395,0.000391434,0.0002516864,0.00645597,0.003371533,0.004968543,0.0005987433,0.0009225497,0.00245096],"category_scores_gemma":[0.002610934,0.0002385333,0.000273368,0.00702774,0.01405077,0.004058322,0.002084961,0.00118986,0.0002917998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007336278,"about_ca_system_score_gemma":0.002030001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01754597,"about_ca_topic_score_gemma":0.0193911,"domain_scores_codex":[0.9987549,0.0003888157,0.00006851659,0.0002114083,0.0003966351,0.0001798288],"domain_scores_gemma":[0.9988146,0.0005317095,0.0001323037,0.0001285927,0.0003176145,0.00007518574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007728427,0.00002282417,0.01374947,0.0004972861,0.00002043822,0.0003386013,0.1475877,0.001416131,0.00140617,0.6358299,0.003170192,0.1958841],"study_design_scores_gemma":[0.000009859561,0.0001068013,0.08014388,0.001322574,0.00003264576,0.001140255,0.08628597,0.002023303,0.0008036832,0.118991,0.7090631,0.00007688956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4888246,0.08975425,0.02948025,0.007597282,0.0005349914,0.0001409358,0.0003152898,0.0001720806,0.3831803],"genre_scores_gemma":[0.9697651,0.01347865,0.005938033,0.0001802816,0.0001404255,0.00004797984,0.0001183944,0.00005726138,0.01027382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01754597,"threshold_uncertainty_score":0.05322862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221114582","doi":"10.3390/architecture2010009","title":"The Challenges and Advantages of Implementing a Lean-Led Design Approach","year":2022,"lang":"en","type":"article","venue":"Architecture","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"HEC Montréal","funders":"","keywords":"Process management; Lean project management; Process (computing); Phase (matter); Computer science; Project management; Business; Lean manufacturing; Knowledge management; Engineering management; Operations management; Engineering; Systems engineering","authors":[{"name":"Hafsa Chbaly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09975811082879027,"gpt":0.4398647585437246,"spread":0.3401066477149344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.101536,0.001271228,0.0006160978,0.002393122,0.006331177,0.01414653,0.00363046,0.003025664,0.001732395],"category_scores_gemma":[0.07225889,0.001064457,0.0008625392,0.001976584,0.00683693,0.008833284,0.00910761,0.003870856,0.0008550101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008214486,"about_ca_system_score_gemma":0.02843777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005322667,"about_ca_topic_score_gemma":0.01038184,"domain_scores_codex":[0.8519667,0.1095806,0.005306645,0.003380596,0.02613727,0.003628296],"domain_scores_gemma":[0.8995627,0.05413301,0.005640138,0.01193407,0.02454239,0.004187747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000391945,0.002139787,0.02236626,0.004346573,0.0003621859,0.001661972,0.1079521,0.04213976,0.01572787,0.2017032,0.007887925,0.5933203],"study_design_scores_gemma":[0.0004235177,0.003053929,0.01322252,0.00515692,0.0001875546,0.001943345,0.1285865,0.06679697,0.01151805,0.3548373,0.41383,0.000443377],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1238185,0.001527639,0.7908875,0.02994978,0.000391519,0.001800364,0.00008545563,0.0007925859,0.05074663],"genre_scores_gemma":[0.4181575,0.001094042,0.5721907,0.001587238,0.00006929597,0.001548424,0.00008967068,0.0001432534,0.005119808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.101536,"threshold_uncertainty_score":0.5369799,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Avi Friedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04991964028527885,"gpt":0.2216346743479468,"spread":0.1717150340626679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006019691,0.0006021814,0.000523911,0.00132332,0.008124609,0.01289104,0.001307305,0.003546996,0.01114939],"category_scores_gemma":[0.006395031,0.0004480932,0.0003843229,0.001328622,0.02361153,0.01862546,0.007207396,0.006904643,0.002185253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006093365,"about_ca_system_score_gemma":0.007154898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005447911,"about_ca_topic_score_gemma":0.009029423,"domain_scores_codex":[0.9952989,0.001891268,0.0001263958,0.000456677,0.001488882,0.0007378808],"domain_scores_gemma":[0.9970207,0.0009416807,0.0001542932,0.0004932118,0.0007914262,0.0005986529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001190598,0.00001175818,0.0002589638,0.00004271185,0.00000484151,0.00004227141,0.002490359,0.0005017248,0.0001438349,0.9720262,0.01254831,0.01191719],"study_design_scores_gemma":[0.00000510312,0.00001268154,0.000360344,0.0001265214,0.000003644988,0.00008948917,0.004777854,0.0007026502,0.00007848626,0.6435063,0.3503215,0.00001525963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04480743,0.05422804,0.03314969,0.4031733,0.003613742,0.00004489224,0.0001624466,0.0003642819,0.4604563],"genre_scores_gemma":[0.8656663,0.03967154,0.01536556,0.0208126,0.003702311,0.000183376,0.0001738137,0.0003269795,0.05409753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01289104,"threshold_uncertainty_score":0.04421067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405800240","doi":"10.3390/architecture5010001","title":"Re-(De)fined Level of Detail for Urban Elements: Integrating Geometric and Attribute Data","year":2024,"lang":"en","type":"article","venue":"Architecture","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"National University of Singapore","keywords":"Computer science; Geography","authors":[{"name":"Benjamin Boswick","is_ca":true},{"name":"Zachary Pankratz","is_ca":true},{"name":"Matthew Glowacki","is_ca":true},{"name":"Yuhao Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08210066360431757,"gpt":0.2998018959724811,"spread":0.2177012323681635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004170621,0.0009535117,0.001063893,0.004796562,0.001006672,0.0074021,0.002051942,0.001077992,0.002356625],"category_scores_gemma":[0.01932681,0.0007794541,0.001623247,0.005745758,0.001709244,0.008328577,0.007172827,0.002260174,0.001640414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156497,"about_ca_system_score_gemma":0.001389525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005329591,"about_ca_topic_score_gemma":0.007959393,"domain_scores_codex":[0.9958389,0.0007837877,0.000635612,0.0006810302,0.001778504,0.0002821385],"domain_scores_gemma":[0.9859476,0.002863528,0.0008426924,0.007734046,0.002326646,0.0002855345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003099999,0.0001862402,0.03359582,0.001302691,0.0001762021,0.0007000908,0.007457118,0.04601673,0.02200301,0.2408981,0.03692675,0.6104273],"study_design_scores_gemma":[0.00004545779,0.0001703899,0.02196502,0.0008521443,0.0002109285,0.001703513,0.004524105,0.1448555,0.04076798,0.1480231,0.6365326,0.0003492422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02086755,0.0005436274,0.9607638,0.0006005357,0.0001374875,0.0002582381,0.004191863,0.003197855,0.009439075],"genre_scores_gemma":[0.1982024,0.0008207884,0.7865526,0.0003772929,0.00006928603,0.0002889461,0.009427101,0.001212105,0.003049568],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0074021,"threshold_uncertainty_score":0.02205664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408813104","doi":"10.3390/architecture5020022","title":"Life Cycle Homes for Adaptability, Circularity, and Sustainability","year":2025,"lang":"en","type":"article","venue":"Architecture","topic":"BIM and Construction Integration","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Adaptability; Sustainability; Computer science; Biology; Ecology","authors":[{"name":"Avi Friedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003997414508288337,"gpt":0.2183436284325328,"spread":0.2143462139242445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190313,0.0003579769,0.0001795489,0.0005695709,0.002093039,0.003625601,0.000635689,0.00108405,0.007214954],"category_scores_gemma":[0.001474132,0.0001475909,0.0003148195,0.000676321,0.007032003,0.004121239,0.003978975,0.001048824,0.0005202504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962208,"about_ca_system_score_gemma":0.001645448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629841,"about_ca_topic_score_gemma":0.003689773,"domain_scores_codex":[0.998984,0.0005524665,0.0000380065,0.0001178612,0.0002032198,0.0001044082],"domain_scores_gemma":[0.9994381,0.0002110566,0.00005651085,0.0001154421,0.00009427971,0.0000846804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001139927,0.00002452138,0.0005172923,0.00008651568,0.00000384054,0.00009880967,0.005322653,0.0006742525,0.0005524906,0.941931,0.004077909,0.04669933],"study_design_scores_gemma":[0.00001040988,0.000117495,0.002681847,0.0004078605,0.00001462638,0.0006855564,0.01183704,0.002652028,0.001606863,0.4910871,0.4888566,0.00004254274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1043873,0.01429717,0.2866878,0.02192331,0.0008720312,0.0002482396,0.0001365035,0.0004610892,0.5709867],"genre_scores_gemma":[0.8544074,0.004521437,0.1046384,0.001496415,0.0001383392,0.0002726921,0.00006474054,0.00009814913,0.03436241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007214954,"threshold_uncertainty_score":0.02413648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387902482","doi":"10.3390/architecture3040035","title":"Collaborative Mapping as a Tool for Citizen Participation: A Case of Cultural Heritage Management in Rural Areas","year":2023,"lang":"en","type":"article","venue":"Architecture","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Aboriginal Peoples Health; Junta de Andalucía; Consejería de Transformación Económica, Industria, Conocimiento y Universidades","keywords":"Cultural heritage; Cultural heritage management; Citizen journalism; Position (finance); Industrial heritage; Corporate governance; Public relations; Knowledge management; Political science; Position paper; Sociology; Business; Computer science; World Wide Web","authors":[{"name":"Blanca del Espino Hidalgo","is_ca":false},{"name":"Virginia Rodríguez Díaz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05776502460438436,"gpt":0.2872290294696628,"spread":0.2294640048652785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004220665,0.00040405,0.0003067775,0.001325873,0.01074878,0.004695956,0.001744061,0.003501302,0.005032077],"category_scores_gemma":[0.005279493,0.0002772342,0.0004062593,0.002120087,0.006895483,0.003241395,0.005943506,0.001471518,0.0005775003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886604,"about_ca_system_score_gemma":0.002482945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096885,"about_ca_topic_score_gemma":0.01864479,"domain_scores_codex":[0.9934133,0.005118229,0.00007461473,0.0003410742,0.0005119003,0.0005408773],"domain_scores_gemma":[0.9950851,0.00330748,0.0002446906,0.000545294,0.0002526116,0.0005647802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001882824,0.000779137,0.01256281,0.0002940407,0.00003229379,0.03210575,0.8022552,0.003590113,0.005203176,0.07631923,0.003364487,0.06330554],"study_design_scores_gemma":[0.00005540664,0.0003379179,0.006583401,0.0001863087,0.00004419918,0.005308815,0.7951318,0.01189921,0.00319798,0.02136094,0.1558363,0.00005769395],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744788,0.0001714394,0.02579369,0.004978525,0.00004893307,0.0002624541,0.00005605016,0.0001564683,0.09405369],"genre_scores_gemma":[0.9819778,0.0001067564,0.008884544,0.0001037441,0.00001268968,0.00007609455,0.00001855825,0.00002755016,0.008792348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096885,"threshold_uncertainty_score":0.02232128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409695106","doi":"10.3390/architecture5020029","title":"A Cloud-Based Framework for Creating Scalable Machine Learning Models Predicting Building Energy Consumption from Digital Twin Data","year":2025,"lang":"en","type":"article","venue":"Architecture","topic":"Energy Efficiency and Management","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"European Regional Development Fund","keywords":"Cloud computing; Computer science; Scalability; Energy consumption; Big data; Machine learning; Artificial intelligence; Distributed computing; Data science; Data mining; Database; Operating system; Engineering","authors":[{"name":"Elham Mahamedi","is_ca":false},{"name":"Alaeldin Suliman","is_ca":true},{"name":"Martin Wonders","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0272990169641007,"gpt":0.2688007939968865,"spread":0.2415017770327858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009018007,0.0009469159,0.0008762497,0.0006517202,0.000602746,0.001269574,0.00228226,0.0007779273,0.001888399],"category_scores_gemma":[0.002644992,0.0004890642,0.001334964,0.000984777,0.0004403644,0.001610604,0.001570721,0.001570611,0.0007312284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111467,"about_ca_system_score_gemma":0.001997482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03765922,"about_ca_topic_score_gemma":0.03985917,"domain_scores_codex":[0.9995579,0.00007748382,0.000037697,0.0001224098,0.0001389945,0.00006557823],"domain_scores_gemma":[0.9992948,0.0002249279,0.00006933829,0.0001426776,0.000183989,0.00008428123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001554543,0.0001845787,0.003500874,0.0001217735,0.0001261808,0.0003376653,0.00009336989,0.91199,0.004016636,0.01297743,0.005786775,0.06070923],"study_design_scores_gemma":[0.000005578583,0.00000550668,0.0001209356,0.000003078117,0.000004699928,0.00001069737,0.000007389661,0.9971945,0.0003707052,0.00158323,0.0006898009,0.00000379835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01421814,0.0003129851,0.9772478,0.0003018618,0.00009662032,0.0001546507,0.0007007257,0.005457148,0.001510031],"genre_scores_gemma":[0.4467814,0.0005115144,0.5473528,0.0002236852,0.00009473817,0.0003409441,0.002700435,0.0004316459,0.001562961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03765922,"threshold_uncertainty_score":0.07488006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416573337","doi":"10.3390/architecture5040117","title":"Lowering Energy and Material Consumption Through Modular Dwelling Design","year":2025,"lang":"en","type":"article","venue":"Architecture","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Modular design; Modularity (biology); Desk; Energy consumption; Key (lock); Sustainability; Consumption (sociology); Efficient energy use","authors":[{"name":"Avi Friedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01200397028606938,"gpt":0.2031247248247857,"spread":0.1911207545387163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004551072,0.0004107669,0.0001386529,0.0006103532,0.0003002821,0.0005691205,0.0004777102,0.0002050959,0.002255491],"category_scores_gemma":[0.0008554693,0.0001123281,0.0002070618,0.000348433,0.0003825942,0.0005935152,0.0007025087,0.0001843421,0.0002869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349048,"about_ca_system_score_gemma":0.0004518616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004530879,"about_ca_topic_score_gemma":0.002389631,"domain_scores_codex":[0.9996978,0.0001105086,0.00001136115,0.00003616227,0.0001012605,0.00004289415],"domain_scores_gemma":[0.9997137,0.00009231909,0.00006524022,0.0000559069,0.00004815217,0.00002470889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003307451,0.0007064163,0.03535972,0.001071358,0.0001013134,0.0005112099,0.003070628,0.0398883,0.1593869,0.03542671,0.002238158,0.7219086],"study_design_scores_gemma":[0.0002165833,0.01044172,0.2126119,0.0007034755,0.000558042,0.003812101,0.0103977,0.09727862,0.3350412,0.05178407,0.2769355,0.0002190914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8575224,0.000623908,0.1120968,0.0002546214,0.00003133464,0.0001239199,0.00007558778,0.0003231499,0.02894818],"genre_scores_gemma":[0.9228719,0.0002732507,0.07260614,0.00003352674,0.000007979294,0.00005161825,0.00003760816,0.00003546963,0.004082448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002255491,"threshold_uncertainty_score":0.007545412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}