{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":112,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":112,"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":"762de6f38279","filters":{"topic":"Sustainable Design and Development"}},"results":[{"id":"W2041986568","doi":"10.5539/jsd.v3n4p50","title":"The Role of HR in Achieving a Sustainability Culture","year":2010,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Design and Development","field":"Engineering","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Sustainability; Business; Succession planning; Organizational culture; Process (computing); Function (biology); Work (physics); Human resources; Compensation (psychology); Human resource management; Training and development; Resource (disambiguation); Knowledge management; Public relations; Environmental stewardship; Process management; Sustainable development; Environmental resource management; Management; Psychology; Political science; Computer science; Ecology; Economics","authors":[{"name":"Jay Liebowitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002571812332794242,"gpt":0.1947716961773323,"spread":0.1921998838445381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02626646,0.0003042215,0.0003240059,0.001330777,0.005817113,0.01615105,0.001123633,0.002348883,0.004732295],"category_scores_gemma":[0.01198381,0.0003329805,0.0003001055,0.0008507388,0.0175488,0.01039151,0.008194453,0.004439543,0.001091067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00318155,"about_ca_system_score_gemma":0.009640474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0030199,"about_ca_topic_score_gemma":0.002676324,"domain_scores_codex":[0.9751043,0.0179921,0.0005460569,0.0008769779,0.003290931,0.002189544],"domain_scores_gemma":[0.9776884,0.009678417,0.001771908,0.002008953,0.003445086,0.005407243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005295245,0.0003581516,0.01290468,0.0007120181,0.00006590422,0.0004398365,0.06122941,0.001033646,0.001885548,0.6545151,0.02133275,0.2454702],"study_design_scores_gemma":[0.00003620252,0.0004259764,0.0190436,0.001700812,0.00004637664,0.0007682416,0.09503041,0.001426018,0.00282285,0.1844953,0.6940674,0.0001368986],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1284803,0.01252711,0.05236753,0.1954553,0.002010957,0.0002288791,0.00004054186,0.0004834569,0.6084059],"genre_scores_gemma":[0.9418874,0.005573955,0.01804509,0.01253353,0.000675638,0.000108852,0.00001488346,0.0001079924,0.02105257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02626646,"threshold_uncertainty_score":0.138912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2180552828","doi":"","title":"Making and growing anthropological studies of organisms and artefacts","year":2014,"lang":"en","type":"book","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Clothing; Art history; Art; Apprenticeship; Archaeology; Visual arts; History","authors":[{"name":"Elizabeth Hallam","is_ca":false},{"name":"Tim Ingold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04589746373958386,"gpt":0.2794726832819803,"spread":0.2335752195423964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002713672,0.0006508308,0.0002855558,0.001565801,0.002701121,0.003435297,0.0004991792,0.0006329872,0.02428191],"category_scores_gemma":[0.0006722045,0.0002042908,0.0001895997,0.002424115,0.004313016,0.002468987,0.001381688,0.001326995,0.002640829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560752,"about_ca_system_score_gemma":0.001126486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004515448,"about_ca_topic_score_gemma":0.01476277,"domain_scores_codex":[0.9997784,0.00007257681,0.00001036373,0.00002953488,0.0000934597,0.00001560859],"domain_scores_gemma":[0.9996979,0.0001953675,0.00001637298,0.00002448449,0.00003836188,0.00002751495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001905017,0.0000729292,0.0005835635,0.001025683,0.000005224528,0.0003232543,0.01992889,0.0002824533,0.000932091,0.322828,0.4246085,0.2293904],"study_design_scores_gemma":[5.294023e-7,0.000004222521,0.0006861186,0.0003374115,8.945571e-7,0.000116214,0.001762867,0.00001230594,0.0000451812,0.005661575,0.9913706,0.000002050308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003935073,0.1508447,0.00201587,0.004805393,0.005580891,0.0000585982,0.0001254146,0.0000556114,0.8325785],"genre_scores_gemma":[0.05296474,0.1703196,0.003510784,0.001797668,0.0044079,0.000121946,0.0002717045,0.0001319232,0.7664737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02428191,"threshold_uncertainty_score":0.08123112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025892567","doi":"10.1139/l06-006","title":"The implications of reuse and recycling for the design of steel buildings","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Design and Development","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reuse; Deconstruction (building); Engineering; Sustainable design; Construction waste; Architectural engineering; Sustainability; Limiting; Construction engineering; Civil engineering; Waste management; Mechanical engineering","authors":[{"name":"Mark Gorgolewski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01018900269359397,"gpt":0.1840570459752688,"spread":0.1738680432816748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009092508,0.0005807071,0.0002565266,0.0007231974,0.002201689,0.002245598,0.0007168237,0.001301049,0.005104935],"category_scores_gemma":[0.001691951,0.0004367897,0.000583505,0.0007043614,0.003370921,0.0007624519,0.001009496,0.0004793176,0.0005378249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00758565,"about_ca_system_score_gemma":0.004961598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.255948,"about_ca_topic_score_gemma":0.3629563,"domain_scores_codex":[0.9989415,0.0003655742,0.0000335765,0.00004211791,0.0004559953,0.0001613335],"domain_scores_gemma":[0.999608,0.0001449862,0.00004844272,0.0000250803,0.0001380044,0.00003546594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001968713,0.00009751868,0.007027475,0.0007390548,0.000046255,0.002013301,0.01009947,0.3199396,0.01811658,0.4254361,0.006143451,0.2101443],"study_design_scores_gemma":[0.00008738322,0.000492589,0.0198794,0.0004922587,0.000174719,0.002032728,0.0207904,0.1620447,0.015688,0.3770068,0.4010579,0.0002531213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3913953,0.008325094,0.1880037,0.009288552,0.000156605,0.0002070389,0.000129458,0.0002726544,0.4022216],"genre_scores_gemma":[0.902969,0.002434541,0.05408211,0.0002251813,0.00002096059,0.00005781768,0.00004308302,0.000070134,0.04009705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.255948,"threshold_uncertainty_score":0.5089165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086156560","doi":"10.2495/dne-v4-n1-1-10","title":"Questioning the theory and practice of biomimicry","year":2009,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainable Design and Development","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Biomimetics; Engineering; Computer science; Artificial intelligence","authors":[{"name":"A. Marshall","is_ca":false},{"name":"Silvia Lozeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005449414030842878,"gpt":0.2448410388926633,"spread":0.2393916248618205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02619891,0.0007419463,0.001501296,0.002626656,0.00706768,0.01414725,0.004732569,0.01272933,0.006199855],"category_scores_gemma":[0.03257053,0.000612914,0.0008294521,0.002341738,0.1776073,0.03160091,0.00948053,0.01387239,0.001451388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008603713,"about_ca_system_score_gemma":0.007602422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972868,"about_ca_topic_score_gemma":0.002573091,"domain_scores_codex":[0.9818907,0.01163179,0.0006208693,0.002057656,0.002956368,0.0008425475],"domain_scores_gemma":[0.9618247,0.02925423,0.00163376,0.003806225,0.002542163,0.000938916],"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":[0.000002806875,0.00000503808,0.00004027219,0.00002768472,0.000001567867,0.00001181688,0.0007722971,0.0001329462,0.0000140773,0.9960338,0.001195663,0.001761905],"study_design_scores_gemma":[0.000005309279,0.000006883625,0.00004149042,0.00008570083,8.618184e-7,0.00002946028,0.001002822,0.0002728347,0.00004270467,0.9773372,0.02116804,0.000006684793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02067939,0.0467836,0.112489,0.5243435,0.003988735,0.00007147778,0.00007562622,0.0001679913,0.2914006],"genre_scores_gemma":[0.8918553,0.02360338,0.03088299,0.03333525,0.003472405,0.0003524837,0.0000544176,0.0001870026,0.01625681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02619891,"threshold_uncertainty_score":0.1385548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1584531831","doi":"10.5772/23957","title":"What is Green Urbanism? Holistic Principles to Transform Cities for Sustainability","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Sustainable Design and Development","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainability; Urbanism; Urban sustainability; New Urbanism; Architectural engineering; Sociology; Environmental planning; Geography; Engineering; Ecology; Architecture; Archaeology","authors":[{"name":"Steffen Lehmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04399001266875176,"gpt":0.2452836567832608,"spread":0.201293644114509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002002781,0.0008156216,0.0006586274,0.001266211,0.004006475,0.008624729,0.0009896749,0.002431733,0.005407156],"category_scores_gemma":[0.001171694,0.000301083,0.0006709513,0.001553061,0.0244799,0.01076666,0.005434268,0.004711453,0.001036723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00524558,"about_ca_system_score_gemma":0.004056455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440941,"about_ca_topic_score_gemma":0.005604583,"domain_scores_codex":[0.9982735,0.0008901196,0.00003516291,0.0001767341,0.0003597506,0.0002648481],"domain_scores_gemma":[0.999576,0.000144241,0.00003975454,0.00007379265,0.00007760562,0.00008853217],"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":[0.000002711269,0.000006627427,0.00005996419,0.00005185342,0.000003627456,0.0000151482,0.001684363,0.0002566782,0.00005481134,0.9840559,0.00737082,0.006437511],"study_design_scores_gemma":[0.000003565662,0.00001188784,0.0001332262,0.0001514797,0.000003690785,0.0000427398,0.002921049,0.0002208152,0.00009035711,0.7632438,0.2331689,0.000008349318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01488912,0.04882308,0.06677685,0.2010105,0.006435613,0.0001212453,0.0001359118,0.0002684405,0.6615393],"genre_scores_gemma":[0.760006,0.0521789,0.04315969,0.03743413,0.003363546,0.0003930685,0.000194522,0.0004319718,0.1028382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008624729,"threshold_uncertainty_score":0.03805953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084909283","doi":"10.1162/desi_a_00223","title":"Design and Spirituality: Material Culture for a Wisdom Economy","year":2013,"lang":"en","type":"article","venue":"Design Issues","topic":"Sustainable Design and Development","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Spirituality; Icon; Sociology; Management; Art history; Library science; Media studies; History; Computer science","authors":[{"name":"Stuart Walker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01955883006170377,"gpt":0.2278124285219423,"spread":0.2082535984602386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002854673,0.0003268313,0.0003042853,0.0008958597,0.007218312,0.01650557,0.0007316052,0.00214615,0.01701972],"category_scores_gemma":[0.004494213,0.0003079391,0.0003149525,0.001366143,0.01825848,0.007897785,0.007796935,0.003047332,0.002161584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004097027,"about_ca_system_score_gemma":0.003426048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191732,"about_ca_topic_score_gemma":0.004004091,"domain_scores_codex":[0.9968141,0.001842622,0.0001218338,0.0002153284,0.0008032761,0.0002029178],"domain_scores_gemma":[0.9978647,0.0007515561,0.0001709668,0.0003779854,0.0003492288,0.0004856059],"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":[0.00004339235,0.0000727549,0.001056856,0.0002784622,0.00001284186,0.0004130153,0.08472267,0.0002483613,0.0006534922,0.7467314,0.06379047,0.1019762],"study_design_scores_gemma":[0.00001656917,0.00004720829,0.001212529,0.0007233428,0.000009451666,0.0003974467,0.04891499,0.0002583964,0.000344582,0.1621967,0.7858552,0.00002350556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04256832,0.01065619,0.00776869,0.05454103,0.001114306,0.00004896115,0.00006079435,0.0001293094,0.8831123],"genre_scores_gemma":[0.8387395,0.01082138,0.008435476,0.007057446,0.0006605537,0.0001330056,0.0001089253,0.0002266986,0.1338172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01701972,"threshold_uncertainty_score":0.05693662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1786473398","doi":"","title":"Cradle-to-Cradle Design at Herman Miller: Moving Toward Environmental Sustainability","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Design and Development","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Protocol (science); Engineering; Environmentally friendly; Sustainability; Supply chain; Sustainable design; Operations management; Waste management; Manufacturing engineering; Business; Marketing","authors":[{"name":"Deishin Lee","is_ca":true},{"name":"Lionel Bony","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006188470425921916,"gpt":0.2023025670104124,"spread":0.1961140965844905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005227282,0.0007590949,0.0001726888,0.0006189921,0.003600013,0.00356069,0.001414189,0.002178035,0.01385266],"category_scores_gemma":[0.003366374,0.0006643087,0.0004298939,0.0005041209,0.00208873,0.003863092,0.00194223,0.002836499,0.004316571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003787411,"about_ca_system_score_gemma":0.005166435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007216784,"about_ca_topic_score_gemma":0.01470648,"domain_scores_codex":[0.995919,0.001017328,0.00008281289,0.0004027775,0.002221302,0.0003566686],"domain_scores_gemma":[0.9985044,0.0002779257,0.0001056283,0.0001983013,0.0006433313,0.0002705109],"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":[0.000171894,0.0003457987,0.002264458,0.0004596753,0.00002325977,0.001453517,0.004392504,0.004549319,0.05068393,0.3037797,0.3047444,0.3271316],"study_design_scores_gemma":[0.0000130754,0.0002190141,0.0005634748,0.0001210951,0.00001039553,0.0003920385,0.00100573,0.002012738,0.01209201,0.01711991,0.9663998,0.0000506469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06108931,0.007457253,0.232669,0.08888465,0.003794522,0.0008372234,0.0002002125,0.003483129,0.6015846],"genre_scores_gemma":[0.2338039,0.005963183,0.245892,0.01873194,0.0005890569,0.0005935122,0.0002066263,0.001210444,0.4930094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01385266,"threshold_uncertainty_score":0.04634178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121378377","doi":"10.5539/jsd.v4n1p36","title":"Exploring the feasibility of Cradle to Cradle (product) design: perspective from New Zealand Scientists","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Design and Development","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Ecological footprint; Product (mathematics); Sustainable design; Ecological design; Product design; Sustainable development; Perspective (graphical); Environmental ethics; Sociology; Environmental resource management; Engineering ethics; Computer science; Ecology; Political science; Engineering; Environmental science; Law","authors":[{"name":"Stephen Reay","is_ca":false},{"name":"Judith McCool","is_ca":false},{"name":"Andrew Withell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1107791592502141,"gpt":0.2549864278561768,"spread":0.1442072686059627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02767155,0.0005717136,0.0004958038,0.001412545,0.009494162,0.009336994,0.001807704,0.002771426,0.003764496],"category_scores_gemma":[0.021748,0.0007643226,0.0006853669,0.00138593,0.01324907,0.007956242,0.004910377,0.003745216,0.0003901605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01593497,"about_ca_system_score_gemma":0.01684799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1073791,"about_ca_topic_score_gemma":0.1261314,"domain_scores_codex":[0.9837255,0.0103796,0.000629032,0.0009231709,0.003219726,0.001122953],"domain_scores_gemma":[0.9850276,0.009734456,0.000911133,0.0008850876,0.002660767,0.0007810253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003364006,0.0005075462,0.01343326,0.001123203,0.00005059584,0.002617274,0.6596734,0.002338588,0.01021026,0.1985842,0.004370588,0.1067547],"study_design_scores_gemma":[0.0002034611,0.00110807,0.0106108,0.001152993,0.00007811093,0.001386973,0.5141699,0.005705079,0.005427469,0.06528286,0.3946802,0.0001940677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6486893,0.004744441,0.04384862,0.03744172,0.0001860986,0.0009379683,0.00004725678,0.00005779683,0.2640468],"genre_scores_gemma":[0.9529897,0.003791656,0.02767424,0.001651066,0.00002896282,0.0003589197,0.00001771222,0.0000293892,0.0134584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073791,"threshold_uncertainty_score":0.2135082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964070454","doi":"10.2495/dn100491","title":"The pedagogy of bio-design: methodology development","year":2010,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Design and Development","field":"Engineering","cited_by":14,"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":"","keywords":"Computer science; Development (topology); Systems engineering; Engineering; Mathematics","authors":[{"name":"Tijen Roshko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666363459485559,"gpt":0.2226356827773275,"spread":0.2059720481824719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08086642,0.0010959,0.001202014,0.007494788,0.002579005,0.01073073,0.003199524,0.002636189,0.005554546],"category_scores_gemma":[0.0796951,0.0009938234,0.0008607641,0.005167753,0.01496515,0.006653134,0.007697187,0.004161226,0.00168264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00523471,"about_ca_system_score_gemma":0.01701701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122969,"about_ca_topic_score_gemma":0.001057197,"domain_scores_codex":[0.9294881,0.05990668,0.003162689,0.001921235,0.005000554,0.0005207544],"domain_scores_gemma":[0.89392,0.08603418,0.002744101,0.007405882,0.008631814,0.001263947],"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":[0.00003972515,0.0002638932,0.001300575,0.003581381,0.00004204328,0.0002438962,0.02418021,0.002501988,0.001823456,0.6719523,0.004526994,0.2895436],"study_design_scores_gemma":[0.0001169405,0.0002784079,0.001284739,0.008740949,0.00004038473,0.0006906339,0.02085564,0.01000274,0.005193297,0.6035781,0.3491411,0.00007704067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003450203,0.003029153,0.9726135,0.004183616,0.0004161478,0.00258711,0.0000899142,0.0001570978,0.01347343],"genre_scores_gemma":[0.04004727,0.003213108,0.9455066,0.0007638532,0.000114682,0.007518587,0.00008299408,0.0001080581,0.00264496],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08086642,"threshold_uncertainty_score":0.4276676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116100874","doi":"10.1504/ijpd.2008.020396","title":"Localisation and the design and production of sustainable products","year":2008,"lang":"en","type":"article","venue":"International Journal of Product Development","topic":"Sustainable Design and Development","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Production (economics); Sustainable design; Product design; Conceptual design; Design for the Environment; Order (exchange); Engineering; Diversity (politics); Product (mathematics); Sustainable production; Systems engineering; Computer science; Business; Manufacturing engineering; Sustainability; Sociology; Mechanical engineering; Economics","authors":[{"name":"Çağla Doğan","is_ca":true},{"name":"Stuart Walker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0136636566689225,"gpt":0.2019119726307208,"spread":0.1882483159617983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002390717,0.0005028803,0.0003646626,0.0008420075,0.0008719325,0.004732374,0.0008823335,0.001602096,0.004473085],"category_scores_gemma":[0.004179032,0.0004093378,0.0003285182,0.0009252231,0.00844207,0.004994032,0.00370727,0.0005699923,0.001276925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486254,"about_ca_system_score_gemma":0.001060377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028531,"about_ca_topic_score_gemma":0.001330165,"domain_scores_codex":[0.9968898,0.002061887,0.0000984064,0.0002304037,0.0005900855,0.0001294658],"domain_scores_gemma":[0.9981395,0.001056155,0.0002452534,0.000313161,0.000184996,0.00006089981],"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":[0.0001105834,0.00005369643,0.001866683,0.0011927,0.0000478794,0.0006593937,0.01125104,0.02980174,0.01035999,0.831207,0.001558054,0.1118912],"study_design_scores_gemma":[0.00006465195,0.0002897013,0.002154368,0.0007477443,0.00004850078,0.0008516513,0.009721521,0.01180261,0.01124217,0.6942086,0.2687517,0.0001168781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1258487,0.01469873,0.4388637,0.005901074,0.0002032219,0.0001440765,0.00006960177,0.0004470866,0.4138239],"genre_scores_gemma":[0.8953677,0.00442677,0.06124,0.0003159237,0.0000354781,0.0001417097,0.00002942402,0.0001381557,0.03830481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004732374,"threshold_uncertainty_score":0.01496398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133044823","doi":"10.1162/glep.2006.6.2.85","title":"Shop Right: American Conservatisms, Consumption, and the Environment","year":2006,"lang":"en","type":"article","venue":"Global Environmental Politics","topic":"Sustainable Design and Development","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Ideology; Typology; Mainstream; Consumption (sociology); Prudence; Stewardship (theology); Environmental ethics; Sociology; Political economy; Political science; Politics; Law; Social science; Epistemology","authors":[{"name":"Nadivah Greenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002793195533738831,"gpt":0.1630625619513683,"spread":0.1602693664176295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001567703,0.000147437,0.0001364024,0.0006244958,0.006557021,0.005734965,0.0003131788,0.00168301,0.002828642],"category_scores_gemma":[0.00151431,0.00009721622,0.0001220427,0.001301676,0.01520287,0.003264908,0.001602853,0.002080538,0.0002228721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253609,"about_ca_system_score_gemma":0.001799169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007455681,"about_ca_topic_score_gemma":0.01501507,"domain_scores_codex":[0.9991574,0.0003638708,0.00001690006,0.00008542276,0.0002594898,0.0001168457],"domain_scores_gemma":[0.9991572,0.0003922927,0.00009401261,0.0001135541,0.0001482704,0.00009466922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003284109,0.00003582705,0.003553547,0.00003607356,0.000005035705,0.0001522758,0.04717584,0.0001374938,0.0002493392,0.9088513,0.01704163,0.02272886],"study_design_scores_gemma":[0.00001023971,0.00003075633,0.008356296,0.000212262,0.00001203783,0.0002704768,0.09981273,0.0005626135,0.0005275772,0.4134716,0.4767061,0.00002725213],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2807255,0.008477496,0.004296755,0.1210513,0.0006628879,0.000008510063,0.00004436423,0.00005156529,0.5846816],"genre_scores_gemma":[0.9700043,0.001757508,0.000453873,0.007636546,0.000166347,0.000006246554,0.00001577158,0.00002195606,0.01993739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007455681,"threshold_uncertainty_score":0.01635116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1601918225","doi":"10.7202/1044320ar","title":"Sermons in Stones. Argument and Artefact for Sustainability","year":2018,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Sustainable Design and Development","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Conceptualization; Argument (complex analysis); Sustainability; Interdependence; Sociology; Symbol (formal); Product (mathematics); Epistemology; Object (grammar); Locale (computer software); Sustainable design; Aesthetics; Environmental ethics; Computer science; Social science; Artificial intelligence; Ecology","authors":[{"name":"Stuart Walker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008315641322446117,"gpt":0.2353182004546355,"spread":0.2270025591321894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002398395,0.0005641811,0.000319965,0.001444528,0.00769949,0.008544884,0.0007265706,0.004620105,0.02060614],"category_scores_gemma":[0.004560831,0.0002667689,0.0004629144,0.00165026,0.02238739,0.006793,0.004099871,0.004089345,0.002490947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006372822,"about_ca_system_score_gemma":0.002358706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007170225,"about_ca_topic_score_gemma":0.01239327,"domain_scores_codex":[0.9970058,0.002234265,0.0000691486,0.0001944274,0.000291871,0.0002045192],"domain_scores_gemma":[0.9982646,0.001228237,0.00009118672,0.0001825491,0.0001468217,0.0000866292],"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":[0.000007799305,0.00000383742,0.0000594079,0.00002638536,0.000001088858,0.00009059676,0.006765296,0.00006312206,0.00003071226,0.9800717,0.009833802,0.003046324],"study_design_scores_gemma":[0.000009074163,0.00001325184,0.0001402897,0.0002190664,0.000004105126,0.0001683965,0.008480525,0.0001653762,0.0002562509,0.2029653,0.7875712,0.000007254596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01239014,0.01152167,0.006787279,0.05193165,0.001295662,0.00004397423,0.00008053024,0.00006418496,0.9158849],"genre_scores_gemma":[0.5991574,0.008914388,0.004453247,0.007675118,0.0007088899,0.0001430734,0.00007704786,0.0002396618,0.3786311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02060614,"threshold_uncertainty_score":0.06893438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1575815244","doi":"10.18235/0012104","title":"Medio ambiente y comercio: El caso de Mercosur y los principios de Winnipeg","year":2001,"lang":"es","type":"preprint","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Geography; Art","authors":[{"name":"Konrad von Moltke","is_ca":false},{"name":"Daniel Ryan","is_ca":false},{"name":"Sheila Abed de Zavala","is_ca":false},{"name":"Diego Escuder Leira","is_ca":false},{"name":"Carlos Eduardo Frickmann Young","is_ca":false},{"name":"Carlos Galperín","is_ca":false},{"name":"Héctor Ricardo Leis","is_ca":false},{"name":"Patricia I. Vásquez","is_ca":false},{"name":"Eduardo Viola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01325729450699259,"gpt":0.2570732678730626,"spread":0.24381597336607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008602541,0.0002555587,0.0001913777,0.0007089694,0.003313906,0.005480114,0.0008602709,0.0004589186,0.002656582],"category_scores_gemma":[0.001650139,0.0002480257,0.0001394431,0.001757785,0.003493196,0.002237867,0.004114394,0.0006027038,0.0001284103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0122546,"about_ca_system_score_gemma":0.01405248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5495756,"about_ca_topic_score_gemma":0.7422436,"domain_scores_codex":[0.9990646,0.0002299722,0.00002305784,0.0001128204,0.0003383268,0.000231102],"domain_scores_gemma":[0.9996809,0.00005465588,0.00005894242,0.00002712752,0.00009379191,0.00008452514],"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":[0.0001747852,0.00005087646,0.03853966,0.0005823874,0.00005684145,0.002843064,0.1127542,0.003957733,0.006131283,0.7049427,0.008010199,0.1219563],"study_design_scores_gemma":[0.00002742042,0.0001191223,0.1032101,0.0007371547,0.0001177938,0.0007192554,0.1362113,0.003068316,0.005617428,0.05508661,0.6950133,0.00007214502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7137907,0.008882585,0.01291393,0.0125084,0.0001792129,0.0001461168,0.0001465146,0.00004462427,0.251388],"genre_scores_gemma":[0.965782,0.002906613,0.003527773,0.0002499986,0.000009503315,0.0000263803,0.00002436924,0.00002341129,0.02744989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4504244,"threshold_uncertainty_score":0.906154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409443133","doi":"10.1080/17452007.2025.2482676","title":"Evaluating circular economy strategies at the end-of-life stage of a mass timber building: pathways for sustainable construction","year":2025,"lang":"en","type":"article","venue":"Architectural Engineering and Design Management","topic":"Sustainable Design and Development","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Circular economy; Architectural engineering; Engineering; Business; Construction engineering; Ecology","authors":[{"name":"Zahra Hosseini","is_ca":true},{"name":"Pierre Blanchet","is_ca":true},{"name":"Bertrand Laratte","is_ca":true},{"name":"Antoine Cogulet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01902127101471653,"gpt":0.2419945124303158,"spread":0.2229732414155992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005359228,0.001228803,0.0005712816,0.001579277,0.001051207,0.00329243,0.001099725,0.001216225,0.002656196],"category_scores_gemma":[0.007725183,0.0003523042,0.0008969128,0.001580807,0.001400045,0.001971846,0.001436721,0.0008471168,0.0001905414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02220596,"about_ca_system_score_gemma":0.01886717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2523656,"about_ca_topic_score_gemma":0.3662837,"domain_scores_codex":[0.9976815,0.0009913548,0.00006007451,0.0001681707,0.0005939861,0.0005049245],"domain_scores_gemma":[0.9943444,0.002534952,0.0004802512,0.0001866756,0.002060852,0.0003928951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001370536,0.001659046,0.03860672,0.001515744,0.0002741364,0.0005905364,0.0008535854,0.8201419,0.01440966,0.02055665,0.001411285,0.09861021],"study_design_scores_gemma":[0.0003705114,0.009576859,0.07617532,0.0006925429,0.0006234931,0.0001523935,0.01516875,0.8397195,0.02803287,0.0164071,0.01281302,0.0002676518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494672,0.001058278,0.02444218,0.0006047143,0.00002846514,0.002092829,0.0005594647,0.00005479614,0.0216922],"genre_scores_gemma":[0.9802003,0.0005213522,0.01728673,0.00003913906,0.000001707314,0.000337697,0.0002387534,0.00001047639,0.001363902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2523656,"threshold_uncertainty_score":0.5017934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138677598","doi":"10.22215/etd/2009-08659","title":"Architecture and healing : culturally appropriate design in the Canadian Arctic","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Government of Canada; University of Toronto; Government of Nunavut; University of Minnesota","keywords":"Architecture; The arctic; Geography; Geology; Archaeology; Oceanography","authors":[{"name":"Morgan Ip","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008796113863906203,"gpt":0.2077185395502278,"spread":0.1989224256863216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00430468,0.0005066731,0.0003208536,0.001804365,0.03510739,0.01092487,0.00153902,0.001202401,0.008460479],"category_scores_gemma":[0.003823513,0.0003388541,0.0003908042,0.002838288,0.01992629,0.001846144,0.004250805,0.001873776,0.0005203856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09044307,"about_ca_system_score_gemma":0.1431431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814705,"about_ca_topic_score_gemma":0.9961023,"domain_scores_codex":[0.9962062,0.001651537,0.00009594711,0.0003532046,0.0008760215,0.0008170536],"domain_scores_gemma":[0.997482,0.0005420877,0.0001482356,0.0002019798,0.0008419235,0.0007838219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000129602,0.00007894153,0.01438297,0.0002160564,0.00002382863,0.0008869733,0.6480038,0.001694462,0.001717232,0.1890522,0.01814514,0.1256689],"study_design_scores_gemma":[0.000009289834,0.00003169498,0.01591069,0.0004059373,0.00002137016,0.0002991904,0.4246362,0.0005758906,0.0006918109,0.01290104,0.5444481,0.00006876425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4106688,0.005205031,0.01014594,0.0171923,0.000487052,0.0001242169,0.0002792595,0.000115257,0.5557821],"genre_scores_gemma":[0.9297126,0.002693373,0.007686703,0.0006407599,0.00001830028,0.00004155814,0.000077155,0.0001190895,0.05901044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09044307,"threshold_uncertainty_score":0.6562135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327605306","doi":"10.18280/ijsdp.180205","title":"Analyzing Urban Communities Level of Environmental Awareness for a Future Sustainable Use of Plastic Packaging","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Design and Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Direktorat Riset and Pengembangan, Universitas Indonesia; Universitas Indonesia","keywords":"Plastic packaging; Business; Environmental planning; Sustainable development; Environmental science; Engineering; Political science","authors":[{"name":"Nur Muthi'ah Rezkiyanti Ridwan","is_ca":false},{"name":"Evi Frimawaty","is_ca":false},{"name":"Herdis Herdiansyah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04505437832139186,"gpt":0.2545764741117352,"spread":0.2095220957903433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003611689,0.0001167,0.000141064,0.001049131,0.000756819,0.0007179651,0.00016381,0.0002316146,0.003772032],"category_scores_gemma":[0.001231601,0.0001230184,0.000172389,0.0007427541,0.0003504037,0.0003895352,0.0008141067,0.0002082025,0.0002156202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003946729,"about_ca_system_score_gemma":0.0004625586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008632867,"about_ca_topic_score_gemma":0.01981526,"domain_scores_codex":[0.9996837,0.00009463739,0.0000200482,0.00003592658,0.00008553136,0.00008012194],"domain_scores_gemma":[0.9993383,0.000144515,0.0001760616,0.00002556053,0.0001738665,0.0001417011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004121625,0.0002067971,0.9691887,0.00008435092,0.00003018973,0.0002599949,0.01197591,0.000257589,0.001240793,0.0004668877,0.000332522,0.01591505],"study_design_scores_gemma":[0.000002894933,0.0001135673,0.9536635,0.0000352082,0.00002614396,0.0001860408,0.04251292,0.0005871302,0.0004572642,0.0002182474,0.002183233,0.00001380194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978102,0.00001862313,0.00008584736,0.00004623572,8.603144e-7,0.000009244401,0.00004934013,0.000001973619,0.001977589],"genre_scores_gemma":[0.999458,0.00003183,0.00009513012,0.000007201004,0.000001235044,0.00000713484,0.00004036581,5.16126e-7,0.000358678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008632867,"threshold_uncertainty_score":0.01716524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2238176787","doi":"10.5539/ass.v12n2p40","title":"Hybridization of Eastern and Western Cultural and Innovation of Product Design","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sustainable Design and Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Product (mathematics); Context (archaeology); Globalization; Western culture; Product design; New product development; Sociology; Business; Computer science; Marketing; Political science; Geography; Mathematics","authors":[{"name":"Qing Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02616358835808539,"gpt":0.2549537322381203,"spread":0.228790143880035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003738989,0.000288801,0.0002239295,0.001348556,0.002080281,0.006318857,0.0003380324,0.0004687801,0.002043947],"category_scores_gemma":[0.003305824,0.0002181917,0.0003226462,0.001297839,0.008014803,0.003293677,0.003779585,0.001125423,0.000192148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123063,"about_ca_system_score_gemma":0.001179386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473018,"about_ca_topic_score_gemma":0.003134278,"domain_scores_codex":[0.9967468,0.001780132,0.0001913353,0.000313296,0.0007197617,0.0002486145],"domain_scores_gemma":[0.9980786,0.0008322899,0.0003435703,0.000249951,0.0003718897,0.0001235951],"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":[0.0001906332,0.0001365183,0.04184535,0.0004659732,0.0001410479,0.0009585297,0.3207083,0.0007546412,0.0053752,0.4585819,0.001216155,0.1696258],"study_design_scores_gemma":[0.00006009202,0.0004672179,0.1847691,0.001602737,0.0004051238,0.004005617,0.3398566,0.005775732,0.01278573,0.1979573,0.2520368,0.0002779496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6892143,0.00378923,0.01590768,0.001684276,0.0001207091,0.00004418056,0.00001771408,0.00003890359,0.2891829],"genre_scores_gemma":[0.9922125,0.0007676639,0.002277932,0.0002438675,0.00001470041,0.00001759819,0.000007187178,0.00001188768,0.00444677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006318857,"threshold_uncertainty_score":0.0197739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067079861","doi":"10.4028/www.scientific.net/kem.517.189","title":"Textile-Architecture Structured on Bamboo Culms","year":2012,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Sustainable Design and Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Bamboo; Constructive; Textile; Architecture; Architectural engineering; Engineering; SOAP; Order (exchange); Civil engineering; Computer science; Business; Materials science; Visual arts; Composite material; Art; World Wide Web","authors":[{"name":"José Luiz Mendes Ripper","is_ca":true},{"name":"Daniel Malaguti Campos","is_ca":true},{"name":"João Victor Correia de Melo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005315767546163477,"gpt":0.1764431305481416,"spread":0.1711273630019781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008112778,0.0002344571,0.00007489477,0.0002911407,0.0002096277,0.0004391787,0.0001532057,0.0002128307,0.001193711],"category_scores_gemma":[0.000144653,0.0000990738,0.00007890075,0.0001846777,0.0003159784,0.0002300272,0.0001973825,0.0001852978,0.0003178613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201535,"about_ca_system_score_gemma":0.0001063149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003722968,"about_ca_topic_score_gemma":0.0008226254,"domain_scores_codex":[0.9999516,0.000006895744,0.000002014096,0.00001410299,0.00001374512,0.00001163539],"domain_scores_gemma":[0.9999396,0.00001295862,0.00001299902,0.00001097052,0.00000960444,0.00001390201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008997292,0.00002812445,0.001227409,0.0001894312,0.000007413937,0.001179293,0.000371015,0.003866596,0.9752146,0.005363659,0.0001226805,0.01233966],"study_design_scores_gemma":[0.00006348122,0.0008893304,0.04280929,0.0001535344,0.00006214015,0.005711458,0.001681929,0.02264435,0.8524894,0.005384353,0.06806337,0.00004744559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649844,0.00092935,0.01802578,0.00005829762,0.00004219026,0.00003382397,0.00007959043,0.0001160548,0.01573053],"genre_scores_gemma":[0.9910153,0.000257255,0.005327305,0.00001408003,0.000004643357,0.000009058209,0.00003943911,0.000007584934,0.003325389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001193711,"threshold_uncertainty_score":0.003993332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241827066","doi":"10.1504/ijautoc.2017.091403","title":"Eco-solutions for automotive interior applications by way of thermoplastic biocomposites: cost, weight and green advancements","year":2017,"lang":"en","type":"article","venue":"International Journal of Automotive Composites","topic":"Sustainable Design and Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Thermoplastic; Automotive industry; Materials science; Polymer science; Composite material; Manufacturing engineering; Engineering; Aerospace engineering","authors":[{"name":"Mihaela Mihai","is_ca":true},{"name":"Karen Stoeffler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0121911265551832,"gpt":0.2645173346042685,"spread":0.2523262080490853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002034601,0.0005043833,0.000190273,0.00049849,0.0001448906,0.0004842689,0.000156448,0.0004365545,0.001235251],"category_scores_gemma":[0.00016713,0.0001380269,0.0002814023,0.0002518914,0.0001633806,0.0005162915,0.0002817785,0.0005284388,0.0006126291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514142,"about_ca_system_score_gemma":0.0001337761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051974,"about_ca_topic_score_gemma":0.0003814521,"domain_scores_codex":[0.9998469,0.00002136334,0.00000983178,0.00001956699,0.00008181715,0.00002061746],"domain_scores_gemma":[0.9998701,0.00001911895,0.00004061763,0.00001191833,0.0000458207,0.00001249874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003466231,0.00003162773,0.0001952156,0.0001544502,0.00000591516,0.00008138805,0.00002126429,0.0002223141,0.9741006,0.0008870094,0.00008247852,0.02418298],"study_design_scores_gemma":[0.000001497024,0.0001352261,0.0004829416,0.00002146095,0.00001365375,0.0002427075,0.00002217567,0.000432795,0.9887605,0.0002863543,0.009595571,0.000005119009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8463533,0.06889104,0.05885244,0.0009365372,0.0002933754,0.00007867166,0.0001831272,0.0002041522,0.02420744],"genre_scores_gemma":[0.9404036,0.020265,0.02751216,0.0002274619,0.0001166813,0.00004715793,0.0001469223,0.00006210964,0.01121885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001235251,"threshold_uncertainty_score":0.00413233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1873028838","doi":"10.1109/isee.1998.675068","title":"Nortel's green design research project environmental telephone","year":2002,"lang":"en","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Design for the Environment; Process (computing); Telecommunications; Engineering; Computer science; Manufacturing engineering; Systems engineering; Product design; Product (mathematics)","authors":[{"name":"William Trumble","is_ca":true},{"name":"Marc Frenette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1044630542562738,"gpt":0.256600440346936,"spread":0.1521373860906621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005006162,0.001086243,0.0005337483,0.001684776,0.001236551,0.002361897,0.001133324,0.001124886,0.01398882],"category_scores_gemma":[0.004615496,0.0005749717,0.0005107491,0.00142693,0.000769835,0.001677433,0.001378866,0.0009454285,0.002909699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00391106,"about_ca_system_score_gemma":0.008389513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0318969,"about_ca_topic_score_gemma":0.0459306,"domain_scores_codex":[0.995626,0.001085841,0.00007669059,0.0003507383,0.00265723,0.0002036119],"domain_scores_gemma":[0.9966222,0.0009087966,0.0001525427,0.0003243503,0.001670134,0.000321956],"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":[0.0004660938,0.0005895991,0.002223713,0.0005246684,0.00004742627,0.000348507,0.001002469,0.06078612,0.02245698,0.2211648,0.1424444,0.5479453],"study_design_scores_gemma":[0.00008406107,0.000388087,0.0009714299,0.0001665116,0.0000384407,0.0001369339,0.0001832497,0.04758505,0.02242966,0.01567163,0.9122831,0.0000619627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06452181,0.008731588,0.3882724,0.01087548,0.001357219,0.001064272,0.006176199,0.005733854,0.5132672],"genre_scores_gemma":[0.1933887,0.01018005,0.2902674,0.001142573,0.000135545,0.001463021,0.006200943,0.002045438,0.4951762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0318969,"threshold_uncertainty_score":0.06342244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220883273","doi":"10.18280/ijdne.170105","title":"A Dialogue with Nature Through Biophilic Design: Focus on the Façade Wall in the Architecture of Laurie Baker’s Houses","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainable Design and Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Architecture; Architectural engineering; Focus (optics); Set (abstract data type); Perception; Connection (principal bundle); Architectural design; Sample (material); Interface (matter); Built environment; Aesthetics; Design elements and principles; Engineering; Human–computer interaction; Computer science; Visual arts; Civil engineering; Epistemology; Art; Mechanical engineering; Systems engineering; Philosophy; Programming language","authors":[{"name":"Anjali Sadanand","is_ca":false},{"name":"Sheeba Chander","is_ca":false},{"name":"Monsingh Devadas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01069317650658544,"gpt":0.2193222462729706,"spread":0.2086290697663852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012943,0.0004391004,0.0002163224,0.001022658,0.007106196,0.003614234,0.000603314,0.001159852,0.002535015],"category_scores_gemma":[0.001712608,0.000260177,0.0001892282,0.0006849304,0.01503991,0.002578816,0.002320371,0.001614362,0.0003657169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005320037,"about_ca_system_score_gemma":0.00102599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02153331,"about_ca_topic_score_gemma":0.05784475,"domain_scores_codex":[0.9986882,0.0009297151,0.00001519602,0.00008357603,0.0001268817,0.0001563516],"domain_scores_gemma":[0.9992911,0.000454971,0.00006861551,0.0000451978,0.00006554772,0.00007460327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004758171,0.00002781439,0.001411864,0.00008181165,0.000004868637,0.002483934,0.8499137,0.0002507372,0.001753575,0.1254898,0.004168008,0.01436632],"study_design_scores_gemma":[0.000007080694,0.00007425101,0.004065617,0.0002341836,0.000009852193,0.001742764,0.7586005,0.0004606529,0.002156038,0.009396691,0.2232157,0.00003668037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8399978,0.003301317,0.005401722,0.01006015,0.0001252389,0.00004799587,0.00002417925,0.00003524272,0.1410063],"genre_scores_gemma":[0.9838389,0.0005307753,0.001401669,0.0003012841,0.00001290998,0.00001569173,0.00000638659,0.00002640081,0.01386595],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02153331,"threshold_uncertainty_score":0.04281592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735267566","doi":"10.5151/9788580392661-13","title":"Ecovisões sobre Ecodesign e Análise do Ciclo de Vida","year":2017,"lang":"pt","type":"book-chapter","venue":"Editora Blucher eBooks","topic":"Sustainable Design and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Ecodesign; Engineering; Manufacturing engineering","authors":[{"name":"Andréa Franco Pereira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01959934180024059,"gpt":0.2355772526387822,"spread":0.2159779108385416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001765525,0.001215101,0.0009699857,0.002911065,0.001351754,0.006044513,0.0008196962,0.002300906,0.02579397],"category_scores_gemma":[0.005056917,0.0004681835,0.0005544139,0.004147183,0.003680983,0.003658209,0.002240188,0.003917505,0.007665962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279671,"about_ca_system_score_gemma":0.002401411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004237676,"about_ca_topic_score_gemma":0.008645412,"domain_scores_codex":[0.9985166,0.0004550655,0.00008088345,0.0001864903,0.0007011281,0.00005977131],"domain_scores_gemma":[0.997502,0.001669892,0.00008496512,0.0001510962,0.0004941888,0.00009777505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002561511,0.0000373494,0.0002838913,0.0008102526,0.00001169939,0.000114431,0.002244512,0.0005069928,0.0005965987,0.1199213,0.5470059,0.3284415],"study_design_scores_gemma":[0.000001298432,0.000005184471,0.0002611278,0.0004661557,0.000002818539,0.00008722163,0.0003030155,0.0000783556,0.00009435162,0.01419497,0.9845012,0.000004287609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003077922,0.3385374,0.0321332,0.05289951,0.06612895,0.0001307829,0.0006534462,0.0004010871,0.5060378],"genre_scores_gemma":[0.0172971,0.2024795,0.01575703,0.01061406,0.02743439,0.000235833,0.0006285731,0.0008724215,0.7246811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02579397,"threshold_uncertainty_score":0.08628941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895794622","doi":"10.7764/disena.13.24-57","title":"Distributed Leadership: Interview with Jorge Frascara and Guillermina Noël","year":2018,"lang":"en","type":"article","venue":"Revista Diseña","topic":"Sustainable Design and Development","field":"Engineering","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 Alberta","funders":"","keywords":"Presentation (obstetrics); Work (physics); Field (mathematics); Knowledge management; Psychology; Engineering ethics; Sociology; Computer science; Engineering","authors":[{"name":"Jorge Frascara","is_ca":true},{"name":"Guillermina Noà l","is_ca":true},{"name":"Stan Ruecker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02626390873208969,"gpt":0.2096301436201168,"spread":0.1833662348880271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008484894,0.0006103992,0.0007945464,0.001424885,0.01132762,0.00377449,0.00111881,0.005657094,0.003780192],"category_scores_gemma":[0.02119351,0.0009970821,0.0004733746,0.000759541,0.004547715,0.003773061,0.003089156,0.009575064,0.001228791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005668645,"about_ca_system_score_gemma":0.005325857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03866044,"about_ca_topic_score_gemma":0.04491003,"domain_scores_codex":[0.9949243,0.003328657,0.0001567291,0.0003590706,0.0005778927,0.0006534053],"domain_scores_gemma":[0.989072,0.00653687,0.0005571831,0.0001691143,0.002066236,0.001598691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001926024,0.0002350633,0.002964146,0.0002586527,0.00001475365,0.003629322,0.7337956,0.0002491692,0.003075377,0.008254278,0.2310528,0.01627821],"study_design_scores_gemma":[0.00001222691,0.00006851259,0.001810038,0.000316789,0.000004296505,0.001179275,0.3784434,0.0002156923,0.000562361,0.0007798968,0.6165285,0.00007912689],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2545756,0.01788471,0.01795589,0.6060798,0.01163379,0.002030095,0.0008962947,0.0004431495,0.0885007],"genre_scores_gemma":[0.7135483,0.007622454,0.01258344,0.1508932,0.00121671,0.003271591,0.0002633292,0.0003057841,0.1102952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03866044,"threshold_uncertainty_score":0.0768708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W188779093","doi":"","title":"Collaborative design in a context of sustainability: The epistemological an practical implications of the precautionary principle for design","year":2011,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Conceptualization; Context (archaeology); Management science; Computer science; Precautionary principle; Design thinking; Epistemology; Design science; Design brief; Sustainability; Engineering ethics; Design technology; Risk analysis (engineering); Sociology; Knowledge management; Systems engineering; Economics; Engineering; Business; Human–computer interaction; Artificial intelligence","authors":[{"name":"Carmela Cucuzzella","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07561089154143134,"gpt":0.314158441527767,"spread":0.2385475499863356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03983844,0.001305081,0.001212451,0.003021029,0.0123003,0.01981798,0.004304079,0.01059155,0.005328954],"category_scores_gemma":[0.03209819,0.001096177,0.001373954,0.00270644,0.06365999,0.01781991,0.01820343,0.006017994,0.001296178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007692156,"about_ca_system_score_gemma":0.01041205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999839,"about_ca_topic_score_gemma":0.002533922,"domain_scores_codex":[0.9388753,0.0494991,0.001452647,0.0022903,0.006571062,0.001311658],"domain_scores_gemma":[0.9515415,0.0378412,0.001597248,0.005538521,0.002182985,0.001298541],"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":[0.00001262428,0.00002456294,0.000127598,0.000154684,0.000007796508,0.0001910959,0.01827716,0.001981316,0.0001657079,0.9670188,0.0009067919,0.01113176],"study_design_scores_gemma":[0.00004014447,0.00005443116,0.0001106728,0.0006816479,0.00001665059,0.000372432,0.01161671,0.004219075,0.0006439474,0.8554581,0.1267501,0.00003599063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02071903,0.007635705,0.6632991,0.03960245,0.0008808823,0.0003558131,0.00004716975,0.0002344604,0.2672253],"genre_scores_gemma":[0.6546797,0.00552952,0.305624,0.002045105,0.0004530674,0.001570615,0.00006773734,0.0001971862,0.02983312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03983844,"threshold_uncertainty_score":0.2106884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382042729","doi":"10.1007/978-3-031-35368-0_8","title":"Green and Healthy Materials","year":2023,"lang":"en","type":"book-chapter","venue":"˜The œurban book series","topic":"Sustainable Design and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Circular economy; Architectural engineering; Sustainable design; Natural resource; Engineering; Business; Environmental economics; Sustainability; Economics; Political science; Ecology","authors":[{"name":"Avi Friedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01482215634791328,"gpt":0.1922705764945045,"spread":0.1774484201465912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002735028,0.0009090547,0.0003182728,0.001257558,0.002315774,0.004213429,0.0005789886,0.001756793,0.09033848],"category_scores_gemma":[0.0005068173,0.0003021104,0.0002644836,0.001227143,0.001648269,0.002522002,0.001956577,0.002346223,0.03813751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653518,"about_ca_system_score_gemma":0.001723985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005004373,"about_ca_topic_score_gemma":0.02994469,"domain_scores_codex":[0.9997243,0.00005357137,0.000005659562,0.00003560644,0.0001458389,0.00003506143],"domain_scores_gemma":[0.9998999,0.00002413663,0.000005308318,0.00001758069,0.000035184,0.00001793576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009139184,0.00003679854,0.00006413894,0.0001111972,0.000002166513,0.00004475314,0.0006679595,0.0001299947,0.0003103322,0.2270498,0.6619602,0.1096134],"study_design_scores_gemma":[6.008794e-7,0.000002760086,0.00008130356,0.0000581876,6.776951e-7,0.00002267236,0.0001972784,0.0000293849,0.00007141876,0.01415768,0.9853762,0.000001889598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000293133,0.006131641,0.0009837354,0.002213786,0.001390003,0.00001904157,0.00004901772,0.00006380185,0.9888558],"genre_scores_gemma":[0.001718746,0.002287,0.0003667572,0.0009076425,0.000125576,0.00001313403,0.0000277261,0.00005317639,0.9945003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09033848,"threshold_uncertainty_score":0.3022124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416806968","doi":"10.1016/j.lanplh.2025.101364","title":"Scope sustainability: slashing single-use plastic bottles","year":2025,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Sustainable Design and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Scope (computer science); Plastic bottle; Plastic bag","authors":[{"name":"Allison Williams","is_ca":true},{"name":"Husein Moloo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0251510723157613,"gpt":0.2491133483568985,"spread":0.2239622760411372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005776921,0.0008025109,0.0003723575,0.001473462,0.001094187,0.004232715,0.002479209,0.00184382,0.01406597],"category_scores_gemma":[0.008006637,0.0002860307,0.001089009,0.001656076,0.002635088,0.004498696,0.005232077,0.0009360889,0.002156066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085443,"about_ca_system_score_gemma":0.006965946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003495372,"about_ca_topic_score_gemma":0.003634667,"domain_scores_codex":[0.9946489,0.001866806,0.0002592723,0.0004258226,0.002314186,0.0004850224],"domain_scores_gemma":[0.994536,0.001558837,0.001095951,0.0006812616,0.001710514,0.0004173394],"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":[0.0003245963,0.0006836248,0.0147923,0.01368666,0.0001812846,0.001295235,0.004378674,0.006484072,0.01874126,0.0560071,0.02833606,0.8550891],"study_design_scores_gemma":[0.00008982974,0.002077691,0.01564964,0.009822713,0.0002374527,0.001428034,0.01309676,0.002740884,0.02870698,0.06300324,0.8630073,0.000139476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2427432,0.03829684,0.114646,0.03010483,0.00207026,0.0054138,0.002060502,0.001755377,0.5629092],"genre_scores_gemma":[0.8428728,0.02721757,0.08010158,0.004975636,0.000415428,0.002109124,0.0007941677,0.0004055705,0.04110806],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01406597,"threshold_uncertainty_score":0.04705542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411358050","doi":"10.7202/1116395ar","title":"Quel regard le personnel enseignant en arts plastiques porte-t-il sur l’éco-éducation artistique ?","year":2024,"lang":"fr","type":"article","venue":"Nouveaux cahiers de la recherche en éducation","topic":"Sustainable Design and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Art; Humanities; Sociology","authors":[{"name":"Maia Morel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06016232334145218,"gpt":0.3245769869362655,"spread":0.2644146635948133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004686773,0.0004290283,0.0004853191,0.00191303,0.007208651,0.005038293,0.001104547,0.001023963,0.01507778],"category_scores_gemma":[0.01012155,0.0002967904,0.0004151375,0.001704541,0.005709745,0.002113442,0.00252263,0.001534583,0.001635936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01130542,"about_ca_system_score_gemma":0.01602069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5631915,"about_ca_topic_score_gemma":0.8365105,"domain_scores_codex":[0.9959831,0.001125265,0.0001214727,0.0003792085,0.0015103,0.000880682],"domain_scores_gemma":[0.9918354,0.00205834,0.0009030525,0.0004674072,0.003686375,0.001049463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001846024,0.0001691245,0.2878717,0.0008317603,0.0001351369,0.001057075,0.4894746,0.0004964754,0.003665881,0.0148118,0.007493217,0.1938087],"study_design_scores_gemma":[0.00001040901,0.000172627,0.397135,0.0009229681,0.00006562715,0.0003910143,0.4913504,0.0002440038,0.0009031211,0.001884343,0.1068508,0.00006971072],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951916,0.002729123,0.005676134,0.007839142,0.0003350416,0.00008295401,0.0003567503,0.0000419878,0.08774716],"genre_scores_gemma":[0.9651706,0.001373307,0.001685866,0.0008539245,0.00003332103,0.00005769961,0.0001085719,0.00002664803,0.03069005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5631915,"threshold_uncertainty_score":0.8787618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025879832","doi":"","title":"Fireflies: Expressive InfoVis Inspired by Biomimicry","year":2016,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Biomimetics; Computer science; Cognitive science; Artificial intelligence; Psychology","authors":[{"name":"Bon Adriel Aseniero","is_ca":true},{"name":"Charles Périn","is_ca":true},{"name":"Marjan Eggermont","is_ca":true},{"name":"Sheelagh Carpendale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005996132506371613,"gpt":0.1810438212963272,"spread":0.1750476887899555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003441167,0.0005240751,0.0002844954,0.0004527814,0.0004149159,0.001123659,0.0009300604,0.0006365394,0.00754512],"category_scores_gemma":[0.001200609,0.0002201403,0.0005257805,0.000236309,0.0006291386,0.0009820247,0.001799194,0.0007624926,0.001133805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826306,"about_ca_system_score_gemma":0.0002808025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523002,"about_ca_topic_score_gemma":0.001814459,"domain_scores_codex":[0.9999019,0.00002667436,0.00000479114,0.0000179864,0.0000306404,0.00001804433],"domain_scores_gemma":[0.9997354,0.0001253252,0.00001792358,0.00004476409,0.00002453033,0.00005210602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"design_other","study_design_scores_codex":[0.001824223,0.0003924824,0.005304519,0.001910159,0.0003209902,0.00154066,0.00820909,0.07631326,0.2730724,0.1114528,0.1005384,0.419121],"study_design_scores_gemma":[0.0003907241,0.0005469935,0.004710376,0.0005204815,0.0001435828,0.001044788,0.001027486,0.3518925,0.1038355,0.08105671,0.4545784,0.0002524365],"study_design_candidate":"design_other","study_design_consensus":"design_other","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0804448,0.001519443,0.8635538,0.001356493,0.0004544135,0.0002538241,0.001961235,0.02655841,0.02389762],"genre_scores_gemma":[0.5025256,0.001775966,0.4641225,0.001167839,0.0001791396,0.0005999603,0.002829209,0.004748893,0.02205097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00754512,"threshold_uncertainty_score":0.0252409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018040152","doi":"","title":"Combined circulars for Canada, Australia, and South Africa.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Variety (cybernetics); Identification (biology); Perspective (graphical); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007021486643560212,"gpt":0.1512961952701248,"spread":0.1442747086265646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00272646,0.0005232662,0.0003271477,0.00183782,0.006204587,0.00489514,0.00127284,0.003145089,0.1471669],"category_scores_gemma":[0.01047215,0.0009885051,0.0003920139,0.002897691,0.001317241,0.002571881,0.002572486,0.00241683,0.0265293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01425211,"about_ca_system_score_gemma":0.06883639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.717298,"about_ca_topic_score_gemma":0.8348882,"domain_scores_codex":[0.9974764,0.0002040055,0.0001250662,0.0002005588,0.001410238,0.000583628],"domain_scores_gemma":[0.9905511,0.001196308,0.0003012932,0.0008375132,0.005717314,0.001396311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000940129,0.00005479145,0.0007224189,0.0002038265,0.000005945999,0.0001374506,0.00118135,0.0001675868,0.0007376459,0.0466366,0.8936058,0.05645248],"study_design_scores_gemma":[0.000007805724,0.000007064141,0.002085568,0.0000475477,0.000002329915,0.00002556966,0.0004342508,0.00003374229,0.0002338796,0.0006597323,0.9964513,0.00001127474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008899928,0.007053558,0.003441992,0.02165482,0.002727037,0.001712369,0.02062568,0.00136201,0.9325227],"genre_scores_gemma":[0.0107894,0.0007491614,0.00191846,0.001492199,0.00007213418,0.000253196,0.001807717,0.0001689676,0.9827488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.282702,"threshold_uncertainty_score":0.5687337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7133102845","doi":"","title":"Greening Libraries","year":2023,"lang":"en","type":"article","venue":"Charles Sturt University Research Output (CRO)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"","authors":[{"name":"Jane; id_orcid 0000-0002-5320-8468 Garner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07836177142422793,"gpt":0.2636147205695239,"spread":0.185252949145296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001043509,0.0008928507,0.0005578192,0.003562655,0.004920322,0.01335399,0.001195067,0.002653073,0.4953762],"category_scores_gemma":[0.00299788,0.0004988415,0.0005455849,0.00423204,0.001321802,0.005608504,0.005410817,0.003028119,0.3453071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785837,"about_ca_system_score_gemma":0.00641495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007523648,"about_ca_topic_score_gemma":0.02762136,"domain_scores_codex":[0.9986793,0.0001446054,0.00003831954,0.0001744324,0.0007640395,0.0001992249],"domain_scores_gemma":[0.9981256,0.000205166,0.0000735869,0.0003532441,0.0006961194,0.0005463412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000265583,0.00005590706,0.0002052439,0.0001034226,0.00000383218,0.0000595047,0.0003121017,0.00006190893,0.0003375686,0.02684414,0.8236513,0.1483384],"study_design_scores_gemma":[0.000001321015,0.000002437143,0.0001435506,0.00003287258,0.000001126318,0.00001667253,0.000146376,0.00001527871,0.0001027007,0.001579068,0.9979559,0.000002649541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000765894,0.002735725,0.0007094733,0.008377148,0.002968667,0.00003305572,0.0004479848,0.0008049781,0.983157],"genre_scores_gemma":[0.001326389,0.0008635418,0.0002153015,0.000769429,0.0001670872,0.000007876889,0.000135454,0.0001826193,0.9963322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4953762,"threshold_uncertainty_score":0.7197846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7132301389","doi":"","title":"How green is your building?","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Agency (philosophy); Set (abstract data type)","authors":[{"name":"C. D. Arsenault","is_ca":false},{"name":"G. R. Newsham","is_ca":false},{"name":"A. Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009524436767272711,"gpt":0.2069412035644773,"spread":0.1974167667972046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002017351,0.0005763345,0.0003902586,0.001012105,0.005507592,0.008618779,0.0007182981,0.003384549,0.02293711],"category_scores_gemma":[0.006658989,0.0002294818,0.0003595496,0.002277229,0.005542797,0.004142243,0.001977429,0.003440969,0.004436728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00874204,"about_ca_system_score_gemma":0.01151255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2323475,"about_ca_topic_score_gemma":0.4593638,"domain_scores_codex":[0.9978143,0.0004881141,0.0001139351,0.0002044933,0.0009798887,0.0003992345],"domain_scores_gemma":[0.9971653,0.0006637698,0.0002025073,0.0001604524,0.001379419,0.0004285121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005420107,0.00007232757,0.006574955,0.0005015336,0.00002946926,0.0006224321,0.01168378,0.0006537858,0.001402563,0.3461334,0.4421718,0.1900998],"study_design_scores_gemma":[0.000001988217,0.00001211652,0.004124827,0.0003649475,0.000009193978,0.0002000504,0.01227088,0.00009128952,0.000353192,0.01281597,0.9697298,0.00002562654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03250131,0.04167103,0.005152676,0.4047177,0.00776586,0.00004166628,0.0007524249,0.0001969726,0.5072003],"genre_scores_gemma":[0.5087504,0.03411366,0.004095356,0.0352075,0.001633194,0.00005067823,0.0005623887,0.0003475262,0.4152394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2323475,"threshold_uncertainty_score":0.4619902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991758387","doi":"","title":"Il caso della plastica. Problematiche ambientali ed esigenze di circolarità.","year":2022,"lang":"it","type":"dissertation","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Independence (probability theory); Tax planning","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0305212191966965,"gpt":0.281946640399559,"spread":0.2514254212028625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001951119,0.000806454,0.0004438914,0.001491191,0.005139355,0.01229901,0.001384706,0.00294355,0.03090641],"category_scores_gemma":[0.004124791,0.0005015432,0.0007594929,0.00184787,0.01750093,0.00850182,0.008791802,0.00362347,0.004490307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004182079,"about_ca_system_score_gemma":0.002788869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009743178,"about_ca_topic_score_gemma":0.0117498,"domain_scores_codex":[0.9967312,0.001023509,0.00009867623,0.0008031059,0.0009239867,0.0004196568],"domain_scores_gemma":[0.9977997,0.0006374979,0.0002756258,0.0006049325,0.000486109,0.0001961029],"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":[0.00002034432,0.00001984,0.001042419,0.0001574607,0.00001368727,0.0003182321,0.005397161,0.0002976132,0.0006570593,0.9486145,0.01701688,0.02644484],"study_design_scores_gemma":[0.000006924213,0.00003072834,0.002121688,0.000287841,0.00001857721,0.0006989251,0.006388754,0.0004064119,0.0008020257,0.2007598,0.7884415,0.00003695798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0298989,0.01361347,0.02724538,0.03893416,0.001835669,0.00009178265,0.0004650964,0.0002781242,0.8876374],"genre_scores_gemma":[0.6866261,0.01283564,0.01070814,0.008903269,0.001552145,0.000243446,0.000405922,0.0005184311,0.2782069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03090641,"threshold_uncertainty_score":0.1033922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W590431180","doi":"","title":"Practice is Sticking: Canada's New Approach to Salting Producing Solid Results","year":2007,"lang":"en","type":"article","venue":"Roads & bridges/Roads & bridges (Des Plaines, Ill. Online)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Salting; Taxpayer; Salt lake; Engineering; Salt (chemistry); Political science; Law; Chemistry; Geology","authors":[{"name":"Richard L Hanneman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02101468316454105,"gpt":0.2627163630442677,"spread":0.2417016798797267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01392278,0.0006941315,0.0004796652,0.003499642,0.03185296,0.02053393,0.004250315,0.005984354,0.01577239],"category_scores_gemma":[0.01728301,0.0006073737,0.0007495411,0.006042095,0.03936895,0.006178799,0.00965566,0.008873653,0.002096129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06657759,"about_ca_system_score_gemma":0.2847832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8737309,"about_ca_topic_score_gemma":0.9503854,"domain_scores_codex":[0.9768332,0.004417128,0.0005980944,0.001828713,0.01349238,0.002830467],"domain_scores_gemma":[0.9795709,0.003575514,0.0005542447,0.001998363,0.007846542,0.006454573],"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":[0.00003191966,0.00008910542,0.002230432,0.0002848006,0.00002011799,0.0007142026,0.02578553,0.0008034079,0.0007915808,0.4910626,0.2705479,0.2076384],"study_design_scores_gemma":[0.0000110855,0.00003055363,0.001165254,0.0003271251,0.000009766776,0.0002123996,0.01281286,0.0003904102,0.0002484274,0.04117802,0.9435664,0.00004786177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01267062,0.005435481,0.03920887,0.3386519,0.003064502,0.0002765185,0.0001488331,0.0007677277,0.5997757],"genre_scores_gemma":[0.4040855,0.01546545,0.1048357,0.0791254,0.001023437,0.0004111394,0.0003028504,0.001365763,0.3933847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1262691,"threshold_uncertainty_score":0.4830565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2290520698","doi":"","title":"Design Indaba magazine First, Second and Third Quarter 2006 : magazine review","year":2006,"lang":"en","type":"article","venue":"International directory - Unesco Clubs, Centres and Associations","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Art; History; Archaeology","authors":[{"name":"Deirdre Pretorius","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007841494020968731,"gpt":0.2112173510030907,"spread":0.203375856982122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001566455,0.0005785269,0.0005593802,0.004224683,0.001594485,0.003167052,0.0006274048,0.001124866,0.03077377],"category_scores_gemma":[0.003302052,0.0004305097,0.0001760889,0.004561627,0.0007729789,0.002726358,0.0007427364,0.0009292261,0.009989765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001997618,"about_ca_system_score_gemma":0.00388225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005967005,"about_ca_topic_score_gemma":0.01872476,"domain_scores_codex":[0.9987255,0.0001266163,0.00005276557,0.00006280574,0.0009532403,0.00007909675],"domain_scores_gemma":[0.9944611,0.0009482884,0.0002217441,0.0001607401,0.003994426,0.0002138447],"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":[0.00005276424,0.000142587,0.000926889,0.001566625,0.00001141891,0.00008999988,0.0003565466,0.0001091081,0.002028725,0.002326344,0.488944,0.503445],"study_design_scores_gemma":[0.000004875406,0.0000543327,0.003120471,0.000480191,0.000018527,0.0002019595,0.0003662414,0.00006853171,0.0007674939,0.0002862274,0.9946233,0.000007919544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01271328,0.6510958,0.00427481,0.03119622,0.009377111,0.0002087633,0.0004183667,0.0006237832,0.2900918],"genre_scores_gemma":[0.03925154,0.5468766,0.004312597,0.006777496,0.00316157,0.0002044879,0.0006808218,0.0001637588,0.3985711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03077377,"threshold_uncertainty_score":0.1029485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7031855653","doi":"","title":"9781000409741.pdf","year":2023,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Temporalities; Temporality; Journalism; Climate change; Negotiation; Politics; Inscribed figure; Climate justice","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008873089180683599,"gpt":0.2092157607512806,"spread":0.200342671570597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009824109,0.0009653055,0.0008476219,0.002819769,0.001571476,0.01078092,0.00129394,0.001511432,0.9248667],"category_scores_gemma":[0.006465974,0.0004539793,0.0005816289,0.004393986,0.0006261315,0.00413938,0.003283106,0.001768448,0.8707865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476453,"about_ca_system_score_gemma":0.001326461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575499,"about_ca_topic_score_gemma":0.002540252,"domain_scores_codex":[0.9992766,0.0000911672,0.00005361979,0.0001103111,0.0003963742,0.00007199357],"domain_scores_gemma":[0.9967039,0.000842476,0.0001651516,0.0003488566,0.001112348,0.0008272753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001261341,0.00001000284,0.00003907155,0.0001364857,0.000001451163,0.00002038927,0.00003599506,0.00002951442,0.0001041528,0.001708462,0.9203811,0.07752088],"study_design_scores_gemma":[0.000002792995,0.000004106789,0.0001088721,0.00006544283,5.533367e-7,0.00002233599,0.00002856094,0.00001051724,0.00002792078,0.0002410288,0.9994853,0.000002627184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002211255,0.001078421,0.0009348372,0.001806053,0.007347474,0.00009874174,0.006269871,0.00166118,0.9805822],"genre_scores_gemma":[0.0006920333,0.0007877256,0.0005342276,0.0003722102,0.000870419,0.00007131144,0.003092065,0.0009839482,0.9925962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07513326,"threshold_uncertainty_score":0.1071685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7032854385","doi":"","title":"Overarching Principles and Imperatives, yr Memo, 29 Apr 04, IE memo dtd 6 May 04","year":2005,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Celiac Association","keywords":"Header; Action (physics); Key (lock); Context (archaeology); Proposition","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00920435308920655,"gpt":0.1614036128537576,"spread":0.1521992597645511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003921983,0.001090958,0.001049544,0.002613155,0.005148313,0.01043592,0.003130561,0.008708565,0.1687439],"category_scores_gemma":[0.0159243,0.001482429,0.001178266,0.002799027,0.001864297,0.008124494,0.002958041,0.01188943,0.1333216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005604118,"about_ca_system_score_gemma":0.008626425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05708391,"about_ca_topic_score_gemma":0.09753601,"domain_scores_codex":[0.9975503,0.0002802836,0.0002577024,0.000264926,0.001316381,0.0003304243],"domain_scores_gemma":[0.9963051,0.001254222,0.0001585161,0.000367364,0.001726906,0.0001878806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001485832,0.00002362457,0.00004075557,0.00007125796,0.000001769885,0.00001973613,0.0001047312,0.00004100681,0.00008233558,0.01331492,0.979572,0.006713066],"study_design_scores_gemma":[0.00001506748,0.00001037949,0.0003735823,0.0001242608,0.000005774494,0.00001427466,0.0001397769,0.00003269066,0.00009450212,0.00351289,0.9956622,0.00001459486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005654315,0.003083202,0.001920733,0.04754737,0.02229029,0.0004278804,0.006066776,0.001014353,0.917084],"genre_scores_gemma":[0.002353232,0.001556067,0.0009874689,0.01946667,0.003344724,0.0004380632,0.001608048,0.0003925736,0.969853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1687439,"threshold_uncertainty_score":0.5645045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193043768","doi":"","title":"Conflito Estados Unidos-Canada abre as portas de entrada para a madeira latina no exterior","year":2001,"lang":"pt","type":"article","venue":"O papel","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Art","authors":[{"name":"Eduardo Guedes-Filho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01003158987089237,"gpt":0.2171787317203002,"spread":0.2071471418494078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406382,0.0005354811,0.0003258444,0.001627044,0.008731663,0.005723527,0.001211205,0.002028659,0.02223393],"category_scores_gemma":[0.003034657,0.000315901,0.0004892705,0.002798753,0.002529031,0.001540812,0.003250796,0.003085332,0.002177711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02620083,"about_ca_system_score_gemma":0.1011766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9595803,"about_ca_topic_score_gemma":0.9855672,"domain_scores_codex":[0.9982426,0.00008920343,0.00004162849,0.000156888,0.0007112714,0.00075836],"domain_scores_gemma":[0.9967698,0.0002367731,0.0001195946,0.0001500309,0.001743216,0.0009806541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009527773,0.0002379024,0.06524054,0.0008525715,0.00008736537,0.004579458,0.02482403,0.001108532,0.01172342,0.1890366,0.4195684,0.2817884],"study_design_scores_gemma":[0.00001969725,0.00002720705,0.02477253,0.0001602811,0.00002208916,0.0002647449,0.007582968,0.0001531297,0.001298159,0.001030618,0.9646366,0.00003199165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1940769,0.01230494,0.002978259,0.06870615,0.00505965,0.0003977582,0.005339768,0.0006311364,0.7105054],"genre_scores_gemma":[0.2253691,0.004818169,0.00223762,0.00461623,0.0002139867,0.0001003957,0.001032028,0.0001922307,0.7614202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0404197,"threshold_uncertainty_score":0.1901012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7067717447","doi":"","title":"Not all \"green\" roofs are \"garden\" roofs","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01292069624639472,"gpt":0.2022828650361272,"spread":0.1893621687897324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864543,0.0003601419,0.0005740331,0.0008212262,0.005041463,0.003528458,0.0007542252,0.00190786,0.1400187],"category_scores_gemma":[0.01230739,0.0003875025,0.0002519808,0.0008178763,0.00173616,0.00228368,0.001542129,0.00128523,0.06421116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009560169,"about_ca_system_score_gemma":0.003619255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006076733,"about_ca_topic_score_gemma":0.02027316,"domain_scores_codex":[0.9967084,0.0004911573,0.0001318781,0.0002885127,0.002031301,0.0003487222],"domain_scores_gemma":[0.9793211,0.001301236,0.000779163,0.001457842,0.01553941,0.00160135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008134684,0.00006801316,0.00352827,0.0004870776,0.00001309043,0.0003451644,0.001068981,0.0001244535,0.004090215,0.01257408,0.844902,0.1327174],"study_design_scores_gemma":[0.000007504948,0.00001999122,0.006547833,0.00007051849,0.000009069753,0.0002534649,0.001048772,0.00005875051,0.001063015,0.00112859,0.9897775,0.00001500198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04752954,0.001998913,0.002756693,0.03400557,0.02321452,0.0003524692,0.001403768,0.0007727109,0.8879659],"genre_scores_gemma":[0.1079007,0.001978289,0.002050541,0.003157486,0.002379273,0.000140057,0.0009614992,0.0004277958,0.8810043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1400187,"threshold_uncertainty_score":0.4684092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224324430","doi":"10.5281/zenodo.6476618","title":"15 Reasons Why You Shouldn't Ignore dundalk luna sauna","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02150391571575112,"gpt":0.2098968337867835,"spread":0.1883929180710324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002967903,0.0006318167,0.0004731545,0.0006147935,0.01284698,0.009676031,0.001617229,0.006592347,0.1465045],"category_scores_gemma":[0.01164263,0.0004201679,0.000571897,0.000705836,0.003171575,0.003601754,0.003306642,0.006682335,0.07853023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006676045,"about_ca_system_score_gemma":0.007065796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1333491,"about_ca_topic_score_gemma":0.270491,"domain_scores_codex":[0.9954372,0.0006190235,0.0001827961,0.0005540627,0.002118967,0.001087979],"domain_scores_gemma":[0.9885409,0.0006788601,0.0003090034,0.0005826928,0.006103434,0.003785051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003381399,0.00001946431,0.0008517049,0.00005302871,0.000005026878,0.0001871537,0.001016199,0.00002058568,0.0002860369,0.003599582,0.9758517,0.01807584],"study_design_scores_gemma":[0.000003486289,0.000007558992,0.0007341472,0.00004659388,0.000002013327,0.000122418,0.002714272,0.00001067578,0.00008652765,0.0002694505,0.9959881,0.0000147275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01528329,0.01158444,0.002055954,0.3906025,0.04571693,0.0001485486,0.0007806924,0.00162409,0.5322036],"genre_scores_gemma":[0.04925141,0.002535891,0.001432365,0.09239225,0.001705296,0.00006012717,0.0003084465,0.0008926659,0.8514217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8534955,"threshold_uncertainty_score":0.4901064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1149989457","doi":"","title":"West Vancouver Memorial Library Awarded LEED Certification","year":2012,"lang":"en","type":"article","venue":"BCLA Browser: Linking the Library Landscape","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Certification; Library science; Geography; Engineering; Computer graphics (images); Political science; Computer science; Law","authors":[{"name":"Julie E. Backer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009520365431579183,"gpt":0.1782457911845573,"spread":0.1687254257529781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00681589,0.0004829386,0.0004387686,0.003962154,0.01079615,0.01161984,0.001552415,0.004752696,0.1348646],"category_scores_gemma":[0.0173187,0.0008825875,0.0006049555,0.001731036,0.002035752,0.001807653,0.006149477,0.004967769,0.03763741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01170191,"about_ca_system_score_gemma":0.04196807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2830102,"about_ca_topic_score_gemma":0.6074912,"domain_scores_codex":[0.9875289,0.0006848397,0.00035219,0.0006544834,0.00768829,0.003091148],"domain_scores_gemma":[0.9662873,0.0009457146,0.0003841677,0.001694786,0.02186223,0.008825738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003765766,0.0001457603,0.004113291,0.00007342692,0.000006333023,0.0008192442,0.0003834391,0.00009309957,0.001006885,0.01374768,0.92228,0.05729315],"study_design_scores_gemma":[0.00001901295,0.00006089183,0.0109957,0.00006699417,0.000005107759,0.0003656682,0.0006827764,0.0001858385,0.0005848297,0.0003988991,0.9865866,0.00004766772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01830068,0.0004684888,0.002559055,0.01682633,0.005718023,0.0009719104,0.0009874107,0.002538726,0.9516295],"genre_scores_gemma":[0.05290677,0.0002206676,0.002391413,0.004535855,0.0003031958,0.0001403897,0.0006963575,0.0004776568,0.9383277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7169898,"threshold_uncertainty_score":0.5627258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W216934998","doi":"","title":"BOD - One Sky: Canadian Institute of Sustainable Living","year":2010,"lang":"en","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sky; Environmental science; Geography; Meteorology","authors":[{"name":"devadmin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005097042041606887,"gpt":0.1719737335335032,"spread":0.1668766914918964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001251199,0.001515186,0.0008636049,0.002362011,0.005072571,0.004853503,0.001861682,0.001497665,0.3068545],"category_scores_gemma":[0.002630197,0.0004850222,0.0005458458,0.004488695,0.0009770371,0.001847601,0.002265101,0.002397401,0.06246402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02883486,"about_ca_system_score_gemma":0.08111106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9499788,"about_ca_topic_score_gemma":0.9771532,"domain_scores_codex":[0.997565,0.00004859833,0.00004082776,0.0001949559,0.001782443,0.0003681079],"domain_scores_gemma":[0.9941393,0.0001090741,0.00005998386,0.0002234338,0.004723933,0.0007442908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002908652,0.00001440356,0.0004656813,0.00006768638,0.000004814042,0.00003470288,0.00005409954,0.000181192,0.000225553,0.009353396,0.9516206,0.03794881],"study_design_scores_gemma":[0.000006797133,0.000003243116,0.001973569,0.00003228059,0.000003300961,0.00001546343,0.00009784824,0.000229467,0.0001873161,0.000756637,0.9966821,0.00001178521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001437108,0.003424183,0.0015175,0.01286725,0.002885975,0.0001822481,0.03713271,0.002269807,0.9382831],"genre_scores_gemma":[0.01007486,0.002060816,0.001694525,0.0007503656,0.0001288453,0.0000493096,0.01003349,0.0006421547,0.9745657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6931455,"threshold_uncertainty_score":0.9886879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2353475798","doi":"","title":"Construction,Nature and Human Being--Planning and design of Kangqiao Green Town residential quarter","year":2004,"lang":"en","type":"article","venue":"Nonferrous Metals Engineering & Research","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unification; Natural (archaeology); Architectural engineering; Environmental planning; Town planning; Urban planning; Engineering; Business; Civil engineering; Geography; Computer science; Archaeology","authors":[{"name":"Shen De-jun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02521065985070202,"gpt":0.2920994479005897,"spread":0.2668887880498877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000350727,0.000184062,0.0001239524,0.0004542613,0.002010975,0.001964612,0.0005429084,0.0002628684,0.005009866],"category_scores_gemma":[0.0002383251,0.0002087405,0.0002029295,0.0005441137,0.001759066,0.0005467753,0.001224832,0.0002495207,0.0005551095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118986,"about_ca_system_score_gemma":0.002180968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007842877,"about_ca_topic_score_gemma":0.03527682,"domain_scores_codex":[0.9997371,0.0001252532,0.000009684954,0.00002721061,0.00005082603,0.00004997452],"domain_scores_gemma":[0.9999064,0.000008825147,0.000007643241,0.000009788877,0.00001957388,0.00004777946],"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":[0.0002237578,0.000496805,0.09857915,0.0007839116,0.00003587245,0.0035562,0.05132749,0.04236472,0.02377085,0.4126697,0.0265376,0.3396539],"study_design_scores_gemma":[0.00003067282,0.0005841541,0.1188965,0.000268177,0.00005742363,0.001700565,0.1596934,0.02593951,0.004427689,0.08036967,0.6079368,0.00009549667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6071911,0.001201655,0.06113866,0.002817637,0.0001141362,0.0003303099,0.0002687142,0.0002031549,0.3267347],"genre_scores_gemma":[0.9376831,0.0005003812,0.02707402,0.00006893912,0.00000573529,0.0001056457,0.00009124444,0.0000426875,0.03442832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007842877,"threshold_uncertainty_score":0.01675963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017160395","doi":"","title":"Accessibilité et applicabilité des pratiques durables pour les designers de produits de textile de la région de Montréal dans une conjoncture de société de consommation","year":2022,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Clothing; Context (archaeology); Textile; Textile industry; Consumption (sociology); Order (exchange); Product (mathematics); Privilege (computing); Fashion industry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01280200602783928,"gpt":0.2810363823843373,"spread":0.268234376356498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004907983,0.0005030421,0.0002330121,0.0007418063,0.005441473,0.00609218,0.0008727213,0.001150206,0.005711859],"category_scores_gemma":[0.009149849,0.0004573608,0.0004064181,0.0007644464,0.005344835,0.001631206,0.001929356,0.001171788,0.0004842463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01431652,"about_ca_system_score_gemma":0.01461124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6198807,"about_ca_topic_score_gemma":0.7916048,"domain_scores_codex":[0.9969699,0.001544693,0.00006409636,0.0003321753,0.0005751331,0.0005141216],"domain_scores_gemma":[0.9946377,0.002699576,0.0005101262,0.0002132155,0.001113362,0.0008260517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001194468,0.000149099,0.05371393,0.0001209093,0.00001832344,0.0005943013,0.8763092,0.0003047729,0.005399785,0.004517012,0.00183511,0.05691809],"study_design_scores_gemma":[0.00003628686,0.0005193788,0.1781277,0.0002171957,0.00006919359,0.0004535644,0.6731426,0.001069229,0.003278309,0.001001896,0.1419489,0.0001359248],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774176,0.0006699886,0.002388556,0.001642236,0.00002676967,0.00007298456,0.00005126224,0.00003217542,0.01769827],"genre_scores_gemma":[0.969925,0.0005553715,0.002213308,0.0001915293,0.000009729723,0.00007208866,0.0000332862,0.00001389814,0.02698584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3801193,"threshold_uncertainty_score":0.7647157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6958750878","doi":"10.6084/m9.figshare.c.6914101.v1","title":"Implementation of the Richmond Agitation-Sedation Scale (palliative version) on an inpatient palliative care unit","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Palliative care; Unit (ring theory); Scale (ratio); Casual; Observational study","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02862336064880691,"gpt":0.2905280453446615,"spread":0.2619046846958546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01685067,0.0003520744,0.0003652126,0.0008874396,0.0005564131,0.001083301,0.001146572,0.0004419046,0.004402595],"category_scores_gemma":[0.02476235,0.0002704467,0.0007548008,0.0004306615,0.0004387223,0.0007408197,0.001988341,0.0006825064,0.0008111587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544178,"about_ca_system_score_gemma":0.005202839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336132,"about_ca_topic_score_gemma":0.002477661,"domain_scores_codex":[0.983408,0.01162845,0.001127674,0.0005039573,0.002471744,0.000860213],"domain_scores_gemma":[0.9882896,0.004007937,0.001807118,0.0009745972,0.003156236,0.001764534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005962714,0.006788389,0.118998,0.001172846,0.0001093378,0.0002079401,0.002739962,0.001154262,0.002952108,0.0002981764,0.01007879,0.8549039],"study_design_scores_gemma":[0.001313683,0.03911223,0.9056294,0.002007612,0.0002284477,0.0004265995,0.005277403,0.005883838,0.01104691,0.0006568188,0.02825062,0.0001664622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585274,0.0004571733,0.01239621,0.002265516,0.0001728735,0.01106694,0.0009476885,0.001007125,0.01315904],"genre_scores_gemma":[0.9139926,0.0003973225,0.07422916,0.0006905783,0.00005829392,0.007415666,0.0008392467,0.0000757059,0.002301529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01685067,"threshold_uncertainty_score":0.08911592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6993866308","doi":"","title":"Skyfarming","year":2011,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Agriculture; Horizontal and vertical; Context (archaeology); Resource (disambiguation); Argument (complex analysis); Natural resource","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.002462112533435528,"gpt":0.1223298822726249,"spread":0.1198677697391894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003780001,0.0002673061,0.0001772411,0.0005796297,0.001789795,0.002851208,0.0006715865,0.0006722193,0.1722067],"category_scores_gemma":[0.000759249,0.0001496666,0.0003032509,0.0009596975,0.0006506128,0.001842006,0.001851635,0.0006766423,0.04677733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345238,"about_ca_system_score_gemma":0.002056116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009304608,"about_ca_topic_score_gemma":0.02779173,"domain_scores_codex":[0.9996328,0.00004431411,0.00001280211,0.00007283594,0.0001535539,0.00008363426],"domain_scores_gemma":[0.9996316,0.00003924481,0.00002216288,0.00008298893,0.0001224872,0.0001014269],"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":[0.0001622592,0.0001366739,0.003961832,0.0004640993,0.00001478858,0.0003992541,0.002850735,0.0009128173,0.004598565,0.1501564,0.3320875,0.504255],"study_design_scores_gemma":[0.000004026009,0.00001500777,0.00103306,0.00003556407,0.000002199148,0.00008665115,0.0004669273,0.0001146698,0.0003762372,0.002469756,0.9953915,0.000004480019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01364328,0.0007900004,0.007189363,0.002075126,0.0004461255,0.0001098973,0.001215129,0.00107895,0.9734522],"genre_scores_gemma":[0.08683798,0.001772588,0.009706467,0.0009566162,0.0001033052,0.00008987662,0.002105926,0.0005740412,0.8978531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1722067,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741727799","doi":"","title":"La contribución de los sindicatos en la Norma ISO 26 000 para la responsabilidad social de las organizaciones: Legitimidad y reivindicaciones en la administración mundial del trabajo","year":2017,"lang":"es","type":"article","venue":"Actualidad Contable FACES","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Welfare economics; Philosophy; Economics","authors":[{"name":"Ricardo CuevasM.","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01161100293019403,"gpt":0.2890325139696024,"spread":0.2774215110394084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02602995,0.0004746972,0.0003694426,0.001868464,0.006745699,0.01654925,0.001625698,0.002854545,0.004593375],"category_scores_gemma":[0.03769596,0.0004487493,0.0006329957,0.002045121,0.01901926,0.005277192,0.007350038,0.00491814,0.0005992879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01716063,"about_ca_system_score_gemma":0.04139734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04406463,"about_ca_topic_score_gemma":0.08498548,"domain_scores_codex":[0.957376,0.01659654,0.001946745,0.002203104,0.01934425,0.002533268],"domain_scores_gemma":[0.9554137,0.02057191,0.005936112,0.003538515,0.01218059,0.002359037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001161967,0.0002224106,0.04262632,0.0004150144,0.00003565455,0.0005994707,0.07960976,0.00125045,0.002171575,0.7891819,0.01316671,0.07060455],"study_design_scores_gemma":[0.0000428659,0.0002777216,0.1094533,0.001958554,0.00009589926,0.0005271344,0.1813516,0.002209142,0.004574334,0.1661212,0.5331321,0.0002561732],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3408786,0.002820738,0.01926925,0.05364586,0.0007189116,0.0001883198,0.0001355647,0.00008398442,0.5822589],"genre_scores_gemma":[0.9581987,0.001309057,0.003468228,0.002462289,0.000114895,0.0001281512,0.0000756947,0.00005094626,0.03419212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04406463,"threshold_uncertainty_score":0.1376612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7026448947","doi":"","title":"Acute intravenous--intra-arterial revascularization therapy for severe ischemic stroke.","year":2002,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neurovascular bundle; Revascularization; Stroke (engine); Groin; Occlusion; Ischemia; Ischemic stroke; Fibrinolytic agent; Thrombolysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01894757823297625,"gpt":0.2171436739341007,"spread":0.1981960957011245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002567346,0.0003979791,0.0004254516,0.0002482696,0.0003466962,0.0002603485,0.0001624544,0.000210829,0.001903899],"category_scores_gemma":[0.0006880999,0.00008509523,0.0002073712,0.0003129235,0.0002778608,0.0001218753,0.0002357522,0.000474488,0.0003370958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361568,"about_ca_system_score_gemma":0.0009104979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007991038,"about_ca_topic_score_gemma":0.002190856,"domain_scores_codex":[0.9997872,0.00007700494,0.00002560549,0.00002235411,0.00003319904,0.00005464688],"domain_scores_gemma":[0.9996054,0.00009176252,0.0001430771,0.00001329528,0.00002184879,0.0001246286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01269765,0.00337547,0.6638806,0.001320972,0.0003851199,0.005126884,0.0002530742,0.0008048348,0.01425742,0.0002050256,0.003054035,0.2946389],"study_design_scores_gemma":[0.002439381,0.02342923,0.9528075,0.0002784802,0.0002109586,0.01238395,0.0001193088,0.0006571951,0.002660475,0.0002264265,0.004765602,0.00002150267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877782,0.007178478,0.0006192309,0.0002879445,0.00004231793,0.0002989777,0.0001998532,0.00002262352,0.003572347],"genre_scores_gemma":[0.9949373,0.00283474,0.0007235557,0.0002767296,0.0001166097,0.0002000458,0.0003887163,0.000002565439,0.0005197089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903899,"threshold_uncertainty_score":0.006369174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009068179","doi":"","title":"De l'étude d'impact d'environnement à l'évaluation en environnementale stratégique","year":2000,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Promotion (chess); Product (mathematics); Derogation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007814929256211835,"gpt":0.2103878543424943,"spread":0.2025729250862825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02605171,0.001216609,0.001106284,0.002870806,0.001189084,0.006994477,0.001498574,0.002392308,0.01335374],"category_scores_gemma":[0.07184859,0.0004201571,0.001496338,0.003590837,0.002894486,0.004666706,0.00245142,0.001977484,0.001670476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006304788,"about_ca_system_score_gemma":0.006409451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04104143,"about_ca_topic_score_gemma":0.03014517,"domain_scores_codex":[0.9630548,0.02201251,0.0006481822,0.00129032,0.01236446,0.0006296036],"domain_scores_gemma":[0.919488,0.06164869,0.002173887,0.002912037,0.01296627,0.0008111267],"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":[0.001782165,0.001532887,0.03748132,0.00420914,0.001144832,0.0004767104,0.006396314,0.05791827,0.007580856,0.1530073,0.026251,0.7022192],"study_design_scores_gemma":[0.000614495,0.004204278,0.2307919,0.005898181,0.001538914,0.001327526,0.01327893,0.1082578,0.04239844,0.2061497,0.3850248,0.0005150703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3699475,0.07432222,0.1434775,0.03002138,0.002511698,0.0009597368,0.002626736,0.0007259734,0.3754073],"genre_scores_gemma":[0.8826118,0.02518917,0.04441329,0.001603775,0.0006441564,0.0006894456,0.001048806,0.0003512898,0.04344838],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04104143,"threshold_uncertainty_score":0.1377763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7132289396","doi":"","title":"At køre røvkane -- hvad er nu det?","year":2025,"lang":"da","type":"article","venue":"Ministry of Culture Research Portal","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"","authors":[{"name":"Flemming Kaul","is_ca":true},{"name":"Finn Ole S. Nielsen","is_ca":false},{"name":"Lars Christian Kofoed Rømer","is_ca":false},{"name":"Gerhard Milstreu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0282024093606695,"gpt":0.3442343486952402,"spread":0.3160319393345707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004516636,0.0009199029,0.001230103,0.001435448,0.004938241,0.02467562,0.001274351,0.005279829,0.2318745],"category_scores_gemma":[0.007951388,0.0008256256,0.0007071091,0.001678263,0.002270047,0.00884172,0.009187151,0.006288638,0.1666602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003692643,"about_ca_system_score_gemma":0.007192068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009698437,"about_ca_topic_score_gemma":0.01536383,"domain_scores_codex":[0.99415,0.001204546,0.0002683114,0.0006331808,0.002521492,0.001222462],"domain_scores_gemma":[0.9972458,0.0003613445,0.0001752081,0.0003432677,0.0009401483,0.0009343305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001946126,0.0001507563,0.001332645,0.0003405931,0.00002546656,0.0003397825,0.002762688,0.0001297913,0.001119663,0.04872039,0.8444028,0.1004809],"study_design_scores_gemma":[0.000004217731,0.000008762467,0.0003190771,0.0001284543,0.000002768526,0.00006626711,0.001180275,0.00002156026,0.0002270048,0.001359068,0.9966695,0.00001304094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01169623,0.01047226,0.003082112,0.1217946,0.02249776,0.00006583871,0.005631427,0.002768697,0.8219911],"genre_scores_gemma":[0.05257923,0.004726124,0.003173865,0.01235457,0.001289606,0.00006843098,0.003058363,0.002535919,0.9202138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2318745,"threshold_uncertainty_score":0.7756976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000444301","doi":"","title":"Exportación de bombones rellenos con almíbar de camu camu a Toronto, Canadá","year":2017,"lang":"es","type":"dissertation","venue":"USMP Repository  (Universidad de San Martín de Porres)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Product (mathematics); Persona; Process (computing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005520505819493747,"gpt":0.2290107188842805,"spread":0.2234902130647868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003293106,0.000322431,0.0002452147,0.001024558,0.006249706,0.002623385,0.0005234453,0.0005031598,0.01636538],"category_scores_gemma":[0.0008148538,0.0002065528,0.0001972292,0.002619363,0.001146031,0.0004258639,0.001172769,0.0007989826,0.001058643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02304549,"about_ca_system_score_gemma":0.02624565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984752,"about_ca_topic_score_gemma":0.9951833,"domain_scores_codex":[0.9996345,0.0000246632,0.000007009484,0.00004774005,0.0001208339,0.0001652364],"domain_scores_gemma":[0.9992948,0.00005603129,0.00005796416,0.00001841629,0.0003827008,0.000190035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009583746,0.0002576335,0.356614,0.0009339543,0.0001383867,0.01147547,0.2805003,0.0008408512,0.007540421,0.01301029,0.1401164,0.1876139],"study_design_scores_gemma":[0.00001387504,0.00008724376,0.6409358,0.0003154064,0.0000319976,0.0003865558,0.168203,0.0002069226,0.001213037,0.000206263,0.1883589,0.00004101882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8808743,0.003343925,0.0002525683,0.002627751,0.00008030399,0.00008523389,0.003931528,0.00003797839,0.1087664],"genre_scores_gemma":[0.759874,0.007533176,0.0006230214,0.0004806762,0.00002327509,0.00003651534,0.002460387,0.00004974671,0.2289192],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02304549,"threshold_uncertainty_score":0.1672075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}