{"meta":{"query_hash":"762de6f38279","filters":{"topic":"Sustainable Design and Development"},"cohort_total":112,"direct_labels_cover":0,"predictions_cover":112,"exported":112,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/762de6f38279","api":"https://metacan.xera.ac/api/v1/cohort?topic=Sustainable+Design+and+Development"},"results":[{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Library science; Geography; Engineering; Computer graphics (images); Political science; Computer science; Law","score_opus":0.009520365431579183,"score_gpt":0.1782457911845573,"score_spread":0.1687254257529781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1149989457","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018300684,0.00046848875,0.0025590549,0.016826332,0.0057180226,0.0009719104,0.0009874107,0.0025387262,0.95162946],"genre_scores_gemma":[0.052906767,0.00022066759,0.002391413,0.004535855,0.00030319582,0.00014038972,0.0006963575,0.00047765678,0.93832767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875289,0.00068483973,0.00035218996,0.0006544834,0.0076882895,0.003091148],"domain_scores_gemma":[0.9662873,0.0009457146,0.00038416768,0.0016947865,0.021862231,0.008825738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00681589,0.00048293857,0.0004387686,0.0039621536,0.0107961465,0.011619843,0.0015524153,0.0047526956,0.13486461],"category_scores_gemma":[0.017318701,0.00088258745,0.0006049555,0.001731036,0.0020357517,0.0018076529,0.006149477,0.004967769,0.037637405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003765766,0.00014576028,0.004113291,0.00007342692,0.000006333023,0.00081924425,0.0003834391,0.000093099574,0.001006885,0.013747685,0.92228,0.057293154],"study_design_scores_gemma":[0.00001901295,0.000060891827,0.010995696,0.000066994166,0.000005107759,0.00036566815,0.0006827764,0.00018583848,0.0005848297,0.0003988991,0.9865866,0.000047667723],"about_ca_topic_score_codex":0.2830102,"about_ca_topic_score_gemma":0.6074912,"teacher_disagreement_score":0.71698976,"about_ca_system_score_codex":0.011701913,"about_ca_system_score_gemma":0.041968066,"threshold_uncertainty_score":0.5627258},"labels":[],"label_agreement":null},{"id":"W1485705064","doi":"10.1002/3527600035.bpol2009","title":"Synthetic Rubbers, Producers and World Market of","year":2001,"lang":"en","type":"other","venue":"Biopolymers Online","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Bayer (Canada)","funders":"","keywords":"Polymer science; Business; Chemistry; Commerce","score_opus":0.006311358142200842,"score_gpt":0.20190012950878647,"score_spread":0.19558877136658562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485705064","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24286075,0.13232142,0.004278381,0.008481579,0.0018765895,0.00017871833,0.03590205,0.00039171093,0.5737088],"genre_scores_gemma":[0.6518087,0.07499186,0.00472185,0.0014443052,0.0021309112,0.00018877802,0.024680095,0.00011848267,0.23991509],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994655,0.000058371395,0.000038409507,0.00016459297,0.00020939355,0.00006378236],"domain_scores_gemma":[0.99913484,0.00018722506,0.00033289407,0.000042531672,0.00021671518,0.00008573185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083524984,0.00043054004,0.00015737038,0.0029123859,0.00038577482,0.0021781984,0.0004243212,0.00043926286,0.03719381],"category_scores_gemma":[0.0011267381,0.00015119267,0.00027858154,0.004143459,0.0003954285,0.0026710632,0.0005745525,0.00046632922,0.0052377135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010838835,0.00036084067,0.07092536,0.0020707173,0.00006691593,0.0011635756,0.0013053705,0.0013613653,0.011523196,0.0839982,0.11022487,0.71591574],"study_design_scores_gemma":[0.000015725514,0.00021821819,0.07743385,0.00026749764,0.000025656354,0.00080031506,0.0011899304,0.0003710284,0.0021211233,0.0033647465,0.91416866,0.000023196873],"about_ca_topic_score_codex":0.0023805073,"about_ca_topic_score_gemma":0.0025783388,"teacher_disagreement_score":0.03719381,"about_ca_system_score_codex":0.00087757234,"about_ca_system_score_gemma":0.00079782243,"threshold_uncertainty_score":0.12442565},"labels":[],"label_agreement":null},{"id":"W1494346069","doi":"10.24908/pceea.v0i0.3763","title":"SUSTAINABILITY AND DESIGN INNOVATION: THINKING INSIDE AND OUTSIDE THE BOX","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Sustainability; Industrial Revolution; Sustainable development; Field (mathematics); Innovation management; Neoclassical economics; Environmental ethics; Economic system; Engineering ethics; Engineering; Economic geography; Political science; Sociology; Economics; Management; Philosophy; Ecology; Law","score_opus":0.010972829680480956,"score_gpt":0.18374596335860996,"score_spread":0.172773133678129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494346069","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020661648,0.14643049,0.18733287,0.19883087,0.004601738,0.00012528339,0.000110406276,0.00028088028,0.4416258],"genre_scores_gemma":[0.7423678,0.11413911,0.068679005,0.018249517,0.0037611104,0.00041639816,0.00010706775,0.00026591192,0.052014004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909134,0.0063444967,0.00021964796,0.00054079946,0.001532119,0.0004496057],"domain_scores_gemma":[0.987949,0.009562297,0.00034741688,0.0008484423,0.0009068743,0.00038592986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012019189,0.0009534313,0.0010187242,0.002663246,0.0033098673,0.014945282,0.0016282543,0.006309508,0.0062265187],"category_scores_gemma":[0.008354973,0.0004966527,0.000876948,0.0031503802,0.046584383,0.022176342,0.0044495896,0.005964783,0.0012543363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012102124,0.000017242532,0.00018768506,0.0001860917,0.000010008806,0.00004686456,0.0028025066,0.0006474832,0.00008683432,0.97865206,0.00289466,0.014456484],"study_design_scores_gemma":[0.0000074202526,0.000015900816,0.00012714704,0.00039339234,0.000006161469,0.00005527956,0.0032505686,0.0007846828,0.00011249832,0.8810446,0.11419137,0.00001109221],"about_ca_topic_score_codex":0.0038912909,"about_ca_topic_score_gemma":0.0029710962,"teacher_disagreement_score":0.014945282,"about_ca_system_score_codex":0.005867046,"about_ca_system_score_gemma":0.007662955,"threshold_uncertainty_score":0.0635643},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Geography; Art","score_opus":0.013257294506992586,"score_gpt":0.25707326787306256,"score_spread":0.24381597336606997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575815244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71379066,0.008882585,0.0129139265,0.012508397,0.00017921295,0.00014611683,0.00014651465,0.000044624267,0.25138795],"genre_scores_gemma":[0.96578205,0.0029066126,0.003527773,0.00024999856,0.000009503315,0.000026380303,0.000024369238,0.000023411294,0.02744989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990646,0.00022997215,0.000023057835,0.0001128204,0.00033832676,0.00023110198],"domain_scores_gemma":[0.9996809,0.000054655877,0.00005894242,0.000027127517,0.00009379191,0.00008452514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008602541,0.00025555867,0.00019137765,0.0007089694,0.0033139058,0.0054801144,0.00086027087,0.0004589186,0.002656582],"category_scores_gemma":[0.0016501389,0.0002480257,0.00013944315,0.0017577852,0.0034931959,0.0022378669,0.0041143936,0.00060270383,0.00012841028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017478522,0.000050876457,0.03853966,0.00058238744,0.000056841454,0.002843064,0.11275419,0.003957733,0.006131283,0.7049427,0.008010199,0.12195631],"study_design_scores_gemma":[0.000027420425,0.00011912231,0.10321013,0.00073715474,0.00011779379,0.00071925536,0.13621132,0.0030683165,0.005617428,0.055086613,0.69501334,0.00007214502],"about_ca_topic_score_codex":0.5495756,"about_ca_topic_score_gemma":0.7422436,"teacher_disagreement_score":0.45042437,"about_ca_system_score_codex":0.0122546,"about_ca_system_score_gemma":0.014052478,"threshold_uncertainty_score":0.90615404},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Urbanism; Urban sustainability; New Urbanism; Architectural engineering; Sociology; Environmental planning; Geography; Engineering; Ecology; Architecture; Archaeology","score_opus":0.04399001266875176,"score_gpt":0.24528365678326075,"score_spread":0.201293644114509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584531831","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014889119,0.048823077,0.06677685,0.20101045,0.0064356127,0.00012124535,0.00013591182,0.00026844052,0.6615393],"genre_scores_gemma":[0.76000595,0.052178897,0.043159693,0.037434127,0.0033635455,0.00039306848,0.00019452196,0.00043197183,0.10283825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982735,0.0008901196,0.000035162906,0.00017673406,0.00035975061,0.00026484815],"domain_scores_gemma":[0.99957603,0.00014424096,0.00003975454,0.000073792646,0.00007760562,0.00008853217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020027806,0.00081562164,0.0006586274,0.001266211,0.0040064747,0.008624729,0.0009896749,0.0024317328,0.0054071564],"category_scores_gemma":[0.0011716936,0.00030108303,0.0006709513,0.0015530614,0.024479903,0.010766661,0.005434268,0.004711453,0.0010367226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027112692,0.000006627427,0.000059964186,0.00005185342,0.0000036274564,0.000015148196,0.0016843632,0.00025667824,0.00005481134,0.9840559,0.0073708203,0.006437511],"study_design_scores_gemma":[0.0000035656617,0.000011887841,0.00013322623,0.00015147966,0.0000036907854,0.000042739797,0.0029210486,0.00022081521,0.000090357105,0.7632438,0.23316891,0.000008349318],"about_ca_topic_score_codex":0.0024409413,"about_ca_topic_score_gemma":0.0056045833,"teacher_disagreement_score":0.008624729,"about_ca_system_score_codex":0.0052455803,"about_ca_system_score_gemma":0.0040564546,"threshold_uncertainty_score":0.038059533},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_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","score_opus":0.008315641322446117,"score_gpt":0.2353182004546355,"score_spread":0.2270025591321894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601918225","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012390142,0.011521672,0.006787279,0.05193165,0.0012956623,0.000043974225,0.00008053024,0.00006418496,0.9158849],"genre_scores_gemma":[0.5991574,0.008914388,0.004453247,0.007675118,0.0007088899,0.00014307337,0.00007704786,0.00023966176,0.37863114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99700576,0.0022342654,0.0000691486,0.00019442741,0.00029187097,0.0002045192],"domain_scores_gemma":[0.9982646,0.0012282371,0.000091186725,0.00018254912,0.00014682172,0.0000866292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023983947,0.00056418113,0.00031996498,0.0014445281,0.0076994896,0.008544884,0.0007265706,0.0046201055,0.02060614],"category_scores_gemma":[0.0045608305,0.00026676894,0.00046291435,0.0016502597,0.02238739,0.0067930003,0.0040998706,0.004089345,0.0024909475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000077993045,0.00000383742,0.0000594079,0.000026385362,0.0000010888576,0.00009059676,0.006765296,0.00006312206,0.00003071226,0.98007166,0.0098338025,0.0030463235],"study_design_scores_gemma":[0.000009074163,0.000013251837,0.0001402897,0.00021906641,0.0000041051258,0.00016839645,0.008480525,0.00016537624,0.0002562509,0.20296526,0.7875712,0.0000072545963],"about_ca_topic_score_codex":0.007170225,"about_ca_topic_score_gemma":0.012393271,"teacher_disagreement_score":0.02060614,"about_ca_system_score_codex":0.0063728215,"about_ca_system_score_gemma":0.0023587055,"threshold_uncertainty_score":0.06893438},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0061884704259219155,"score_gpt":0.20230256701041238,"score_spread":0.19611409658449047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1786473398","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061089307,0.007457253,0.23266904,0.08888465,0.0037945223,0.00083722343,0.00020021247,0.003483129,0.6015846],"genre_scores_gemma":[0.23380387,0.0059631835,0.24589197,0.018731937,0.00058905693,0.0005935122,0.00020662633,0.0012104444,0.4930094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591905,0.0010173282,0.00008281289,0.00040277748,0.0022213021,0.00035666858],"domain_scores_gemma":[0.9985044,0.00027792572,0.000105628336,0.00019830129,0.00064333127,0.0002705109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052272817,0.0007590949,0.00017268877,0.0006189921,0.0036000127,0.00356069,0.001414189,0.0021780354,0.013852656],"category_scores_gemma":[0.0033663742,0.00066430867,0.0004298939,0.0005041209,0.0020887305,0.0038630918,0.00194223,0.002836499,0.0043165707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017189405,0.00034579867,0.0022644578,0.0004596753,0.000023259772,0.0014535175,0.004392504,0.0045493194,0.050683934,0.30377966,0.3047444,0.32713163],"study_design_scores_gemma":[0.000013075404,0.00021901412,0.0005634748,0.00012109512,0.000010395533,0.00039203852,0.0010057302,0.0020127376,0.012092006,0.017119907,0.96639985,0.000050646897],"about_ca_topic_score_codex":0.007216784,"about_ca_topic_score_gemma":0.014706479,"teacher_disagreement_score":0.013852656,"about_ca_system_score_codex":0.0037874107,"about_ca_system_score_gemma":0.0051664347,"threshold_uncertainty_score":0.046341777},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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)","score_opus":0.10446305425627385,"score_gpt":0.25660044034693597,"score_spread":0.15213738609066213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1873028838","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06452181,0.008731588,0.38827243,0.01087548,0.0013572187,0.0010642717,0.006176199,0.005733854,0.5132672],"genre_scores_gemma":[0.19338875,0.010180054,0.2902674,0.0011425734,0.000135545,0.0014630207,0.0062009427,0.0020454382,0.49517623],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995626,0.0010858414,0.000076690594,0.0003507383,0.00265723,0.00020361188],"domain_scores_gemma":[0.9966222,0.00090879656,0.00015254272,0.00032435026,0.0016701336,0.00032195597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050061615,0.0010862434,0.0005337483,0.0016847758,0.001236551,0.0023618967,0.0011333239,0.001124886,0.01398882],"category_scores_gemma":[0.0046154964,0.00057497167,0.0005107491,0.0014269298,0.00076983497,0.0016774326,0.0013788661,0.0009454285,0.0029096995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046609377,0.0005895991,0.002223713,0.0005246684,0.000047426267,0.000348507,0.0010024694,0.06078612,0.022456976,0.22116478,0.14244442,0.5479453],"study_design_scores_gemma":[0.00008406107,0.000388087,0.00097142986,0.00016651159,0.0000384407,0.00013693394,0.00018324974,0.047585048,0.022429656,0.015671628,0.91228306,0.0000619627],"about_ca_topic_score_codex":0.031896897,"about_ca_topic_score_gemma":0.045930598,"teacher_disagreement_score":0.031896897,"about_ca_system_score_codex":0.0039110603,"about_ca_system_score_gemma":0.008389513,"threshold_uncertainty_score":0.06342244},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.07561089154143134,"score_gpt":0.31415844152776695,"score_spread":0.2385475499863356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W188779093","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020719035,0.0076357047,0.66329914,0.039602455,0.00088088226,0.0003558131,0.00004716975,0.00023446036,0.26722533],"genre_scores_gemma":[0.6546797,0.00552952,0.30562398,0.0020451052,0.00045306742,0.0015706152,0.00006773734,0.00019718621,0.029833116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93887526,0.0494991,0.0014526467,0.0022902999,0.006571062,0.0013116581],"domain_scores_gemma":[0.9515415,0.0378412,0.001597248,0.0055385213,0.0021829854,0.0012985411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03983844,0.0013050814,0.0012124509,0.0030210286,0.0123003,0.019817978,0.0043040793,0.01059155,0.0053289537],"category_scores_gemma":[0.03209819,0.0010961775,0.0013739537,0.0027064402,0.06365999,0.017819906,0.018203434,0.006017994,0.0012961779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012624279,0.000024562942,0.00012759802,0.00015468396,0.000007796508,0.0001910959,0.018277157,0.0019813164,0.00016570794,0.96701884,0.0009067919,0.011131755],"study_design_scores_gemma":[0.000040144474,0.000054431162,0.000110672816,0.00068164786,0.000016650589,0.000372432,0.0116167115,0.0042190747,0.0006439474,0.85545814,0.12675014,0.00003599063],"about_ca_topic_score_codex":0.0029998387,"about_ca_topic_score_gemma":0.0025339215,"teacher_disagreement_score":0.03983844,"about_ca_system_score_codex":0.007692156,"about_ca_system_score_gemma":0.010412048,"threshold_uncertainty_score":0.21068835},"labels":[],"label_agreement":null},{"id":"W1909137998","doi":"10.3968/j.ccc.1923670020060204.001","title":"Law Studies for the Circular Economy","year":2010,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Circular economy; Legislation; Economy; Welfare economics; Political science; Production (economics); Economics; Law; Macroeconomics","score_opus":0.032059300095255004,"score_gpt":0.3163318585414383,"score_spread":0.2842725584461833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1909137998","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019940604,0.014347695,0.19276942,0.04541442,0.002044586,0.00029235746,0.00026445565,0.00019899131,0.7247275],"genre_scores_gemma":[0.806493,0.010004822,0.06474779,0.014133132,0.0039796415,0.00089476496,0.0002566796,0.00019831539,0.09929172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713385,0.0011118416,0.00017721986,0.00060103263,0.0007361751,0.00023988275],"domain_scores_gemma":[0.99357784,0.004108975,0.0005019079,0.0005631715,0.0010874217,0.0001605494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005180064,0.00040227635,0.00055494753,0.00171471,0.0040370193,0.004509917,0.0008126457,0.0035333084,0.010946535],"category_scores_gemma":[0.009110524,0.00029543106,0.0014908109,0.0009177453,0.018216642,0.007378611,0.0023140481,0.0077053094,0.0013094777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.706322e-7,0.0000025240672,0.000018391554,0.000007188581,8.197385e-7,0.000010141992,0.00006207665,0.000095093055,0.0000121592075,0.99861336,0.0006906671,0.00048698304],"study_design_scores_gemma":[0.000004588469,0.000006973498,0.000055579894,0.000037117912,0.0000019729773,0.00003420731,0.000058337457,0.00080837583,0.000049276616,0.97180027,0.027138151,0.0000051751467],"about_ca_topic_score_codex":0.005220596,"about_ca_topic_score_gemma":0.0018028514,"teacher_disagreement_score":0.010946535,"about_ca_system_score_codex":0.0059407935,"about_ca_system_score_gemma":0.003158423,"threshold_uncertainty_score":0.043103695},"labels":[],"label_agreement":null},{"id":"W1951214439","doi":"10.24908/pceea.v0i0.3910","title":"A SYSTEMATIC APPROACH TO THE INTEGRATION OF ECODESIGN PRINCIPLES INTO PRODUCT DEVELOPMENT","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Ecodesign; Task (project management); Product (mathematics); New product development; Engineering; Systems engineering; Design elements and principles; Reflection (computer programming); Management science; Computer science; Manufacturing engineering; Business; Marketing","score_opus":0.01804962358683994,"score_gpt":0.1850048051736862,"score_spread":0.16695518158684625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1951214439","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027441413,0.0019073171,0.9632719,0.0037016366,0.00015746131,0.0017795267,0.00006537862,0.00032363084,0.026049048],"genre_scores_gemma":[0.026390815,0.0015503162,0.9663557,0.0005302683,0.0000363053,0.0012383432,0.00006804284,0.00009163958,0.003738538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95639396,0.023248095,0.0027469196,0.0027801727,0.014150351,0.000680521],"domain_scores_gemma":[0.9668286,0.014532879,0.002110504,0.006774882,0.00905885,0.00069431006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03126554,0.0022607697,0.0014243718,0.006631635,0.0044793175,0.00959922,0.004231527,0.0031246745,0.0023695717],"category_scores_gemma":[0.028777389,0.0020142645,0.0017137163,0.0043016034,0.021406524,0.006903433,0.0081429165,0.0066318014,0.001407593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037139547,0.00068495516,0.0026124136,0.0026952918,0.00013308013,0.0005281827,0.015584174,0.011450461,0.0066313245,0.607675,0.006629529,0.34533846],"study_design_scores_gemma":[0.000109122324,0.00072492944,0.0023390532,0.0045364946,0.0001256255,0.0013474482,0.009444376,0.012310658,0.010527166,0.59608275,0.3622092,0.00024319136],"about_ca_topic_score_codex":0.0062274216,"about_ca_topic_score_gemma":0.015923016,"teacher_disagreement_score":0.03126554,"about_ca_system_score_codex":0.006799148,"about_ca_system_score_gemma":0.02933083,"threshold_uncertainty_score":0.16534996},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Development (topology); Systems engineering; Engineering; Mathematics","score_opus":0.01666363459485559,"score_gpt":0.22263568277732745,"score_spread":0.20597204818247186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964070454","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034502035,0.0030291528,0.97261345,0.0041836165,0.00041614778,0.0025871098,0.000089914196,0.00015709785,0.013473426],"genre_scores_gemma":[0.040047273,0.0032131078,0.9455066,0.0007638532,0.00011468199,0.007518587,0.00008299408,0.0001080581,0.0026449596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9294881,0.059906684,0.0031626888,0.0019212348,0.005000554,0.00052075443],"domain_scores_gemma":[0.89392,0.08603418,0.0027441005,0.007405882,0.008631814,0.0012639473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08086642,0.0010958998,0.0012020144,0.007494788,0.0025790047,0.010730732,0.0031995238,0.0026361886,0.0055545457],"category_scores_gemma":[0.0796951,0.0009938234,0.00086076406,0.0051677534,0.014965147,0.0066531342,0.0076971874,0.004161226,0.0016826398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003972515,0.00026389316,0.0013005752,0.0035813807,0.000042043277,0.00024389621,0.024180211,0.0025019883,0.0018234565,0.6719523,0.0045269937,0.28954357],"study_design_scores_gemma":[0.00011694049,0.00027840788,0.0012847388,0.0087409485,0.000040384733,0.0006906339,0.020855637,0.010002737,0.005193297,0.6035781,0.3491411,0.00007704067],"about_ca_topic_score_codex":0.0011229685,"about_ca_topic_score_gemma":0.0010571969,"teacher_disagreement_score":0.08086642,"about_ca_system_score_codex":0.0052347104,"about_ca_system_score_gemma":0.01701701,"threshold_uncertainty_score":0.42766762},"labels":[],"label_agreement":null},{"id":"W1974903503","doi":"10.2752/175470710x12735884221050","title":"<i>Design Activism: Beautiful Strangeness for a Sustainable World</i> by Alastair Fuad-Luke","year":2010,"lang":"en","type":"article","venue":"The Design Journal","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainable design; Strangeness; Sociology; Sustainable development; Library science; Media studies; Political science; Computer science; Law","score_opus":0.012614145635675415,"score_gpt":0.21465519043384976,"score_spread":0.20204104479817434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974903503","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023336262,0.017538883,0.010358445,0.13165806,0.03576808,0.00024113995,0.00051092455,0.0033700143,0.7982209],"genre_scores_gemma":[0.014375536,0.0075227227,0.0039041967,0.0151648875,0.006362324,0.00021579214,0.0003524837,0.0013691329,0.9507329],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999383,0.00017384159,0.00002049479,0.00009325654,0.00026497187,0.00006444911],"domain_scores_gemma":[0.9982078,0.00059289066,0.00009241618,0.00013246444,0.00040003238,0.00057433295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095950044,0.00088753604,0.0003529894,0.0009237749,0.0029086499,0.0055336035,0.00077209,0.0022474516,0.19073033],"category_scores_gemma":[0.0031843947,0.00034103973,0.00040610848,0.0006879518,0.0017553671,0.003937217,0.0034183005,0.0031530724,0.06579067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055616943,0.0000063769758,0.000053283733,0.000035124584,7.338241e-7,0.000015392825,0.00045880722,0.0000088013585,0.00018349162,0.0020452118,0.97954756,0.017639792],"study_design_scores_gemma":[0.0000023352159,0.0000092703385,0.00017615104,0.000113126094,0.0000010485187,0.000092725895,0.000820571,0.000030773932,0.000116535586,0.0009301915,0.9977035,0.0000038240296],"about_ca_topic_score_codex":0.0030302396,"about_ca_topic_score_gemma":0.013251062,"teacher_disagreement_score":0.19073033,"about_ca_system_score_codex":0.0015307771,"about_ca_system_score_gemma":0.0010136135,"threshold_uncertainty_score":0.6380565},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_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","score_opus":0.010189002693593973,"score_gpt":0.18405704597526876,"score_spread":0.1738680432816748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025892567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3913953,0.008325094,0.1880037,0.009288552,0.00015660505,0.00020703889,0.000129458,0.00027265443,0.4022216],"genre_scores_gemma":[0.902969,0.0024345412,0.054082107,0.00022518131,0.000020960591,0.000057817677,0.000043083015,0.000070134,0.04009705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989415,0.00036557423,0.000033576503,0.000042117907,0.0004559953,0.00016133346],"domain_scores_gemma":[0.999608,0.00014498619,0.000048442722,0.0000250803,0.00013800443,0.000035465935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009092508,0.0005807071,0.0002565266,0.0007231974,0.002201689,0.0022455982,0.00071682374,0.0013010486,0.0051049353],"category_scores_gemma":[0.0016919513,0.00043678968,0.000583505,0.00070436136,0.003370921,0.0007624519,0.0010094956,0.00047931756,0.0005378249],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019687126,0.00009751868,0.007027475,0.0007390548,0.000046255,0.0020133005,0.010099467,0.3199396,0.018116578,0.4254361,0.0061434507,0.21014434],"study_design_scores_gemma":[0.00008738322,0.000492589,0.019879397,0.0004922587,0.00017471895,0.0020327277,0.0207904,0.16204475,0.015688,0.37700683,0.40105787,0.00025312134],"about_ca_topic_score_codex":0.25594804,"about_ca_topic_score_gemma":0.36295626,"teacher_disagreement_score":0.25594804,"about_ca_system_score_codex":0.0075856503,"about_ca_system_score_gemma":0.0049615977,"threshold_uncertainty_score":0.5089165},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_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","score_opus":0.002571812332794242,"score_gpt":0.1947716961773323,"score_spread":0.19219988384453807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041986568","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12848027,0.012527112,0.052367534,0.19545527,0.0020109569,0.00022887909,0.00004054186,0.00048345694,0.60840595],"genre_scores_gemma":[0.94188744,0.0055739554,0.018045094,0.012533527,0.000675638,0.00010885199,0.0000148834615,0.00010799243,0.021052571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97510433,0.0179921,0.0005460569,0.0008769779,0.0032909312,0.0021895438],"domain_scores_gemma":[0.97768843,0.009678417,0.0017719077,0.002008953,0.0034450863,0.005407243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026266458,0.0003042215,0.0003240059,0.0013307774,0.005817113,0.016151054,0.001123633,0.0023488833,0.0047322954],"category_scores_gemma":[0.011983807,0.00033298053,0.0003001055,0.0008507388,0.017548801,0.010391511,0.008194453,0.0044395425,0.0010910669],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005295245,0.00035815156,0.012904685,0.0007120181,0.00006590422,0.00043983647,0.061229408,0.0010336464,0.0018855478,0.6545151,0.021332752,0.24547018],"study_design_scores_gemma":[0.00003620252,0.0004259764,0.019043602,0.0017008121,0.000046376645,0.0007682416,0.09503041,0.0014260178,0.0028228504,0.18449526,0.6940674,0.00013689855],"about_ca_topic_score_codex":0.0030198998,"about_ca_topic_score_gemma":0.0026763235,"teacher_disagreement_score":0.026266458,"about_ca_system_score_codex":0.0031815502,"about_ca_system_score_gemma":0.009640474,"threshold_uncertainty_score":0.13891196},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.005315767546163477,"score_gpt":0.1764431305481416,"score_spread":0.17112736300197812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067079861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96498436,0.00092935003,0.018025776,0.000058297617,0.000042190255,0.000033823966,0.000079590434,0.000116054805,0.015730528],"genre_scores_gemma":[0.99101526,0.00025725501,0.005327305,0.000014080027,0.0000046433565,0.000009058209,0.000039439106,0.0000075849343,0.0033253895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999516,0.000006895744,0.000002014096,0.000014102992,0.000013745117,0.000011635386],"domain_scores_gemma":[0.99993956,0.00001295862,0.00001299902,0.000010970519,0.00000960444,0.000013902013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008112778,0.00023445705,0.00007489477,0.0002911407,0.0002096277,0.0004391787,0.00015320568,0.00021283072,0.0011937107],"category_scores_gemma":[0.00014465298,0.000099073804,0.00007890075,0.00018467766,0.0003159784,0.00023002722,0.00019738254,0.00018529782,0.00031786133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008997292,0.000028124448,0.001227409,0.00018943122,0.0000074139366,0.0011792935,0.00037101496,0.0038665957,0.9752146,0.005363659,0.0001226805,0.012339664],"study_design_scores_gemma":[0.000063481224,0.0008893304,0.042809293,0.00015353442,0.00006214015,0.005711458,0.0016819295,0.022644354,0.85248935,0.005384353,0.06806337,0.00004744559],"about_ca_topic_score_codex":0.00037229684,"about_ca_topic_score_gemma":0.0008226254,"teacher_disagreement_score":0.0011937107,"about_ca_system_score_codex":0.00020153499,"about_ca_system_score_gemma":0.00010631485,"threshold_uncertainty_score":0.0039933324},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spirituality; Icon; Sociology; Management; Art history; Library science; Media studies; History; Computer science","score_opus":0.019558830061703766,"score_gpt":0.2278124285219423,"score_spread":0.20825359846023855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084909283","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04256832,0.010656192,0.0077686897,0.054541025,0.001114306,0.000048961152,0.000060794355,0.00012930941,0.8831123],"genre_scores_gemma":[0.83873945,0.010821381,0.008435476,0.007057446,0.0006605537,0.00013300564,0.00010892533,0.0002266986,0.13381715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968141,0.0018426221,0.000121833786,0.00021532841,0.0008032761,0.00020291781],"domain_scores_gemma":[0.99786466,0.00075155613,0.00017096678,0.00037798545,0.00034922882,0.00048560588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028546727,0.00032683127,0.0003042853,0.0008958597,0.007218312,0.016505575,0.00073160516,0.0021461495,0.017019723],"category_scores_gemma":[0.0044942135,0.00030793913,0.0003149525,0.0013661432,0.018258478,0.007897785,0.0077969353,0.0030473322,0.0021615843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043392345,0.000072754905,0.0010568559,0.0002784622,0.000012841858,0.00041301528,0.08472267,0.00024836126,0.0006534922,0.7467314,0.06379047,0.10197624],"study_design_scores_gemma":[0.00001656917,0.00004720829,0.0012125294,0.0007233428,0.000009451666,0.00039744665,0.04891499,0.0002583964,0.00034458196,0.16219673,0.78585523,0.000023505563],"about_ca_topic_score_codex":0.0019173202,"about_ca_topic_score_gemma":0.004004091,"teacher_disagreement_score":0.017019723,"about_ca_system_score_codex":0.0040970272,"about_ca_system_score_gemma":0.0034260482,"threshold_uncertainty_score":0.05693662},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biomimetics; Engineering; Computer science; Artificial intelligence","score_opus":0.005449414030842878,"score_gpt":0.24484103889266334,"score_spread":0.23939162486182047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086156560","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02067939,0.046783596,0.112489045,0.5243435,0.0039887354,0.00007147778,0.00007562622,0.00016799128,0.29140064],"genre_scores_gemma":[0.8918553,0.02360338,0.030882992,0.03333525,0.0034724055,0.00035248368,0.0000544176,0.00018700263,0.016256806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98189074,0.011631791,0.0006208693,0.0020576562,0.0029563676,0.00084254745],"domain_scores_gemma":[0.9618247,0.029254232,0.0016337604,0.0038062253,0.0025421632,0.000938916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02619891,0.0007419463,0.001501296,0.002626656,0.00706768,0.014147252,0.004732569,0.012729334,0.006199855],"category_scores_gemma":[0.03257053,0.00061291404,0.0008294521,0.0023417382,0.17760728,0.031600915,0.00948053,0.0138723925,0.0014513879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002806875,0.00000503808,0.000040272193,0.000027684717,0.0000015678672,0.000011816876,0.00077229715,0.00013294622,0.000014077296,0.99603385,0.0011956628,0.0017619048],"study_design_scores_gemma":[0.0000053092795,0.000006883625,0.00004149042,0.00008570083,8.618184e-7,0.000029460281,0.0010028223,0.00027283473,0.000042704673,0.9773372,0.021168042,0.000006684793],"about_ca_topic_score_codex":0.003972868,"about_ca_topic_score_gemma":0.0025730906,"teacher_disagreement_score":0.02619891,"about_ca_system_score_codex":0.008603713,"about_ca_system_score_gemma":0.0076024216,"threshold_uncertainty_score":0.13855475},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0136636566689225,"score_gpt":0.20191197263072078,"score_spread":0.18824831596179828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116100874","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12584865,0.014698731,0.43886366,0.005901074,0.00020322186,0.00014407648,0.00006960177,0.00044708664,0.41382387],"genre_scores_gemma":[0.89536774,0.0044267704,0.061240003,0.00031592365,0.000035478104,0.00014170968,0.000029424022,0.0001381557,0.038304806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99688977,0.0020618874,0.0000984064,0.00023040369,0.00059008546,0.00012946583],"domain_scores_gemma":[0.9981395,0.0010561553,0.00024525335,0.000313161,0.00018499598,0.00006089981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023907174,0.00050288026,0.00036466256,0.00084200746,0.00087193254,0.004732374,0.0008823335,0.0016020965,0.004473085],"category_scores_gemma":[0.004179032,0.00040933778,0.00032851816,0.00092522305,0.00844207,0.004994032,0.0037072704,0.00056999235,0.0012769245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011058342,0.000053696433,0.0018666829,0.0011926995,0.000047879403,0.0006593937,0.01125104,0.029801743,0.010359988,0.831207,0.0015580545,0.11189125],"study_design_scores_gemma":[0.00006465195,0.0002897013,0.0021543675,0.00074774434,0.000048500777,0.0008516513,0.009721521,0.011802606,0.011242166,0.69420856,0.26875165,0.00011687813],"about_ca_topic_score_codex":0.0010285312,"about_ca_topic_score_gemma":0.0013301654,"teacher_disagreement_score":0.004732374,"about_ca_system_score_codex":0.0014862544,"about_ca_system_score_gemma":0.0010603772,"threshold_uncertainty_score":0.0149639845},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_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","score_opus":0.1107791592502141,"score_gpt":0.25498642785617676,"score_spread":0.14420726860596267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121378377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64868927,0.004744441,0.04384862,0.037441723,0.00018609864,0.0009379683,0.000047256777,0.000057796828,0.26404682],"genre_scores_gemma":[0.9529897,0.003791656,0.027674237,0.0016510659,0.000028962822,0.00035891967,0.000017712218,0.000029389195,0.013458405],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9837255,0.0103795985,0.00062903203,0.0009231709,0.0032197256,0.001122953],"domain_scores_gemma":[0.98502755,0.009734456,0.000911133,0.00088508765,0.0026607674,0.0007810253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027671548,0.0005717136,0.00049580383,0.0014125454,0.009494162,0.009336994,0.0018077038,0.0027714255,0.0037644962],"category_scores_gemma":[0.021747995,0.00076432264,0.0006853669,0.00138593,0.013249067,0.007956242,0.0049103773,0.003745216,0.00039016045],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033640064,0.0005075462,0.013433258,0.0011232026,0.000050595838,0.0026172737,0.6596734,0.0023385875,0.010210261,0.19858417,0.0043705883,0.10675474],"study_design_scores_gemma":[0.00020346112,0.0011080704,0.010610801,0.0011529931,0.00007811093,0.001386973,0.51416993,0.005705079,0.0054274695,0.06528286,0.39468017,0.00019406769],"about_ca_topic_score_codex":0.107379116,"about_ca_topic_score_gemma":0.12613137,"teacher_disagreement_score":0.107379116,"about_ca_system_score_codex":0.015934968,"about_ca_system_score_gemma":0.016847987,"threshold_uncertainty_score":0.21350819},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0027931955337388305,"score_gpt":0.16306256195136834,"score_spread":0.1602693664176295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133044823","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28072548,0.008477496,0.0042967554,0.12105135,0.00066288793,0.000008510063,0.000044364228,0.00005156529,0.5846816],"genre_scores_gemma":[0.9700043,0.0017575079,0.000453873,0.0076365457,0.00016634705,0.0000062465538,0.000015771582,0.000021956062,0.019937394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991574,0.00036387081,0.000016900058,0.00008542276,0.00025948984,0.00011684574],"domain_scores_gemma":[0.9991572,0.0003922927,0.00009401261,0.000113554095,0.00014827035,0.000094669216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015677029,0.00014743696,0.00013640236,0.00062449585,0.006557021,0.0057349647,0.00031317875,0.0016830099,0.0028286425],"category_scores_gemma":[0.0015143105,0.000097216216,0.00012204267,0.0013016764,0.01520287,0.0032649082,0.0016028534,0.0020805378,0.00022287213],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003284109,0.000035827048,0.0035535467,0.00003607356,0.0000050357053,0.00015227578,0.047175843,0.00013749376,0.00024933924,0.90885127,0.017041625,0.022728862],"study_design_scores_gemma":[0.000010239705,0.000030756328,0.008356296,0.00021226199,0.000012037829,0.0002704768,0.09981273,0.0005626135,0.0005275772,0.4134716,0.47670612,0.00002725213],"about_ca_topic_score_codex":0.0074556805,"about_ca_topic_score_gemma":0.015015066,"teacher_disagreement_score":0.0074556805,"about_ca_system_score_codex":0.0022536092,"about_ca_system_score_gemma":0.0017991686,"threshold_uncertainty_score":0.016351163},"labels":[],"label_agreement":null},{"id":"W2135828808","doi":"","title":"YEW Breakfast Menu - Yew, Vancouver","year":2010,"lang":"en","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Advertising; History; Business","score_opus":0.00188331453484334,"score_gpt":0.15586385920511325,"score_spread":0.15398054467026992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135828808","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030709358,0.0012811262,0.00037460277,0.0006007869,0.0006985439,0.000055424538,0.0043658577,0.00095200853,0.9886008],"genre_scores_gemma":[0.0044979323,0.00064606743,0.00036039506,0.00022696289,0.000038014077,0.000015969285,0.001388174,0.00024298251,0.9925835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99991214,0.0000046457203,0.000001973059,0.000012788952,0.00003835678,0.000029968105],"domain_scores_gemma":[0.99970895,0.0000124426615,0.000003950585,0.000011857527,0.00013057613,0.00013222068],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000098604345,0.0007101325,0.00035012537,0.00060560834,0.003474608,0.002595871,0.0005171561,0.00073806697,0.6959136],"category_scores_gemma":[0.00033474003,0.0003628783,0.00030685798,0.00093662407,0.00018666967,0.0007034933,0.0010359944,0.0011424441,0.34349096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009747546,0.000041442123,0.00074423576,0.00009291979,0.0000055345713,0.00016681135,0.00008531086,0.000037840404,0.000867066,0.00049632974,0.947281,0.050084114],"study_design_scores_gemma":[0.000014462934,0.000018844343,0.0046360423,0.00007779177,0.000005532539,0.00008195756,0.00035407455,0.000050165585,0.00031109227,0.00018046482,0.99425876,0.000010887303],"about_ca_topic_score_codex":0.16358656,"about_ca_topic_score_gemma":0.672777,"teacher_disagreement_score":0.3040864,"about_ca_system_score_codex":0.0011422579,"about_ca_system_score_gemma":0.0013709572,"threshold_uncertainty_score":0.43374228},"labels":[],"label_agreement":null},{"id":"W2149068941","doi":"10.1177/10253823070140021901x","title":"Crear entornos para la salud- 20 años después","year":2007,"lang":"es","type":"article","venue":"Promotion & Education","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Telus (Canada)","funders":"","keywords":"Medicine","score_opus":0.01664871068494359,"score_gpt":0.283798517770488,"score_spread":0.26714980708554437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149068941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4201576,0.05421753,0.0034705005,0.3132699,0.017493663,0.00057715026,0.0012773001,0.0004116227,0.18912472],"genre_scores_gemma":[0.5056746,0.03314413,0.0057872045,0.027573619,0.002056275,0.00037689097,0.0010540292,0.00016051815,0.4241727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986809,0.00030956883,0.00004314214,0.00009623178,0.00014735198,0.00072283985],"domain_scores_gemma":[0.9980343,0.00021435047,0.0001576983,0.0000918074,0.00036676583,0.0011351139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025282586,0.000680236,0.0003735171,0.0004780272,0.0043008453,0.0035772352,0.0011291815,0.0026383246,0.015411782],"category_scores_gemma":[0.002973217,0.0002712971,0.0005860841,0.00044790938,0.0021373397,0.0019457189,0.005340687,0.0047654016,0.0031308297],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001331025,0.001708537,0.08750479,0.0021485987,0.00012345478,0.011775043,0.08862372,0.00038428465,0.011927932,0.103267156,0.21127698,0.47992846],"study_design_scores_gemma":[0.00003848718,0.0002075296,0.029830128,0.0008447201,0.000040936695,0.00068683707,0.059368767,0.000061094644,0.0010135022,0.003199792,0.90468574,0.00002245511],"about_ca_topic_score_codex":0.033042926,"about_ca_topic_score_gemma":0.07892221,"teacher_disagreement_score":0.033042926,"about_ca_system_score_codex":0.003849654,"about_ca_system_score_gemma":0.018391091,"threshold_uncertainty_score":0.06570119},"labels":[],"label_agreement":null},{"id":"W2150472479","doi":"10.24908/pceea.v0i0.4033","title":"THREE-PHASED SUSTAINABLE DESIGN AND DEVELOPMENT PROJECT AT UNIVERSITÉ DE MONCTON","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"General partnership; Scope (computer science); Modernization theory; Sustainable development; Environmental planning; Sustainable design; Sustainability; Political science; Geography; Computer science; Ecology","score_opus":0.010875990360705771,"score_gpt":0.17012074595688295,"score_spread":0.15924475559617718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150472479","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49339744,0.0050151125,0.06859481,0.022258598,0.0013516104,0.0030955493,0.012642614,0.0037663868,0.38987792],"genre_scores_gemma":[0.49809784,0.00085870543,0.09059214,0.0014752463,0.000043476855,0.0016282564,0.0039390735,0.0006649643,0.4027003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964657,0.0011087545,0.000044534274,0.0003345139,0.0012619343,0.0007846349],"domain_scores_gemma":[0.9959169,0.00026324403,0.0000973807,0.00027784207,0.0006612359,0.0027833548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047852555,0.0008412436,0.0004075735,0.0011239435,0.0032585987,0.002398349,0.0018126416,0.0010641544,0.025215086],"category_scores_gemma":[0.002745548,0.0005642142,0.00073509844,0.00077629555,0.001476184,0.0006693176,0.00408232,0.0013061919,0.002386772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004017507,0.0043721204,0.02928188,0.0007935293,0.00020015328,0.0021891564,0.019385347,0.013577397,0.05136345,0.09703268,0.26202062,0.5157662],"study_design_scores_gemma":[0.00024587754,0.0010854499,0.050230756,0.00011360727,0.000030501697,0.00044766936,0.0031845395,0.0044946265,0.0151193,0.0034188654,0.9215356,0.00009324444],"about_ca_topic_score_codex":0.18719076,"about_ca_topic_score_gemma":0.46636376,"teacher_disagreement_score":0.18719076,"about_ca_system_score_codex":0.015272469,"about_ca_system_score_gemma":0.045613773,"threshold_uncertainty_score":0.3722024},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sky; Environmental science; Geography; Meteorology","score_opus":0.005097042041606887,"score_gpt":0.17197373353350323,"score_spread":0.16687669149189635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W216934998","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014371085,0.003424183,0.0015174997,0.012867251,0.0028859754,0.00018224806,0.03713271,0.002269807,0.93828315],"genre_scores_gemma":[0.01007486,0.0020608162,0.0016945249,0.00075036555,0.00012884535,0.0000493096,0.010033486,0.0006421547,0.9745657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756503,0.000048598326,0.000040827763,0.00019495585,0.0017824428,0.00036810787],"domain_scores_gemma":[0.9941393,0.000109074084,0.000059983857,0.00022343377,0.004723933,0.00074429077],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012511994,0.001515186,0.00086360495,0.0023620112,0.0050725713,0.004853503,0.0018616819,0.0014976648,0.30685452],"category_scores_gemma":[0.0026301974,0.0004850222,0.0005458458,0.0044886954,0.0009770371,0.0018476009,0.002265101,0.0023974013,0.06246402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029086515,0.000014403565,0.00046568125,0.00006768638,0.0000048140423,0.000034702876,0.000054099542,0.00018119202,0.00022555304,0.009353396,0.95162064,0.037948806],"study_design_scores_gemma":[0.000006797133,0.0000032431155,0.0019735687,0.000032280594,0.0000033009612,0.000015463425,0.00009784824,0.00022946703,0.00018731608,0.000756637,0.9966821,0.0000117852105],"about_ca_topic_score_codex":0.94997877,"about_ca_topic_score_gemma":0.9771532,"teacher_disagreement_score":0.6931455,"about_ca_system_score_codex":0.028834857,"about_ca_system_score_gemma":0.08111106,"threshold_uncertainty_score":0.98868793},"labels":[],"label_agreement":null},{"id":"W2169400775","doi":"","title":"Relier le Monde par le design canadien","year":2006,"lang":"fr","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.007291592736361287,"score_gpt":0.16235009557022767,"score_spread":0.15505850283386638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169400775","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02731769,0.037460428,0.14547773,0.110805705,0.007713254,0.00012668851,0.00027358317,0.0011917056,0.66963327],"genre_scores_gemma":[0.39638674,0.017870415,0.06345655,0.009737971,0.0015467466,0.00030655853,0.00028866372,0.0008478241,0.50955856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950671,0.0026479238,0.00016180606,0.00046530383,0.0013278951,0.00032998555],"domain_scores_gemma":[0.99680436,0.0011223961,0.00015243709,0.0007816961,0.0008022149,0.00033692745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050826143,0.0012466047,0.00068346364,0.001394652,0.004416485,0.009762602,0.0013095214,0.004642597,0.040790007],"category_scores_gemma":[0.007034534,0.00065460993,0.0011326629,0.0009138567,0.00997429,0.0070395325,0.006239857,0.0047685443,0.0080390265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115211275,0.000082850645,0.0006064782,0.00046755545,0.00004837214,0.00027180064,0.0079600215,0.006262869,0.0018404172,0.8295202,0.05401668,0.098807454],"study_design_scores_gemma":[0.000025302978,0.000097228774,0.00025338947,0.0003490171,0.000020748617,0.0001765773,0.0020958888,0.0020936516,0.0005574922,0.11719966,0.877084,0.000047024165],"about_ca_topic_score_codex":0.008833141,"about_ca_topic_score_gemma":0.008532855,"teacher_disagreement_score":0.99116683,"about_ca_system_score_codex":0.0048560807,"about_ca_system_score_gemma":0.004948554,"threshold_uncertainty_score":0.13645613},"labels":[],"label_agreement":null},{"id":"W217873457","doi":"","title":"Amulets to Art II : An Exhibition of Arctic Jewellery","year":2000,"lang":"fr","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Visual arts; Residence; The arctic; Reading (process); Art; Arctic; Art history; Linguistics; Sociology","score_opus":0.009246524375353476,"score_gpt":0.2088011835767134,"score_spread":0.19955465920135992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W217873457","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035658874,0.010763302,0.0017841408,0.0020537148,0.005577674,0.0001565943,0.0049363053,0.0009248624,0.93814456],"genre_scores_gemma":[0.054657258,0.0049580466,0.002802449,0.00030425476,0.0008378676,0.00008827178,0.0034398434,0.00066129345,0.9322507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997733,0.000031225874,0.000007659319,0.000025085094,0.00010291815,0.000059821028],"domain_scores_gemma":[0.9997856,0.000030888074,0.000011969796,0.00002786213,0.0000615672,0.00008209458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004888908,0.0007688078,0.0002584348,0.0018760916,0.0047902726,0.002521628,0.0004909842,0.0005454427,0.089153625],"category_scores_gemma":[0.0003654987,0.0002846007,0.00045594457,0.0018032745,0.0005328788,0.001021747,0.0017236039,0.0008218219,0.014341067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021450383,0.000053094536,0.001937891,0.00037573354,0.000015675852,0.0009312092,0.0049619186,0.00016615233,0.003085,0.0033396992,0.8872554,0.097663745],"study_design_scores_gemma":[0.000002215702,0.00001678787,0.005317107,0.00009105016,0.000003080989,0.00020894448,0.0010092834,0.00001966523,0.0002615737,0.00008708914,0.99297535,0.000007839345],"about_ca_topic_score_codex":0.021821074,"about_ca_topic_score_gemma":0.13722919,"teacher_disagreement_score":0.089153625,"about_ca_system_score_codex":0.00081543904,"about_ca_system_score_gemma":0.0009894661,"threshold_uncertainty_score":0.2982486},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clothing; Art history; Art; Apprenticeship; Archaeology; Visual arts; History","score_opus":0.04589746373958386,"score_gpt":0.27947268328198027,"score_spread":0.2335752195423964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180552828","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039350726,0.15084468,0.0020158698,0.004805393,0.0055808914,0.0000585982,0.00012541465,0.000055611403,0.8325785],"genre_scores_gemma":[0.05296474,0.17031963,0.0035107837,0.0017976677,0.0044079,0.00012194598,0.00027170454,0.00013192323,0.7664737],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99977845,0.00007257681,0.000010363733,0.000029534876,0.000093459705,0.000015608586],"domain_scores_gemma":[0.9996979,0.00019536747,0.000016372978,0.000024484492,0.000038361875,0.000027514952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002713672,0.0006508308,0.00028555578,0.0015658014,0.0027011211,0.0034352967,0.00049917924,0.00063298724,0.024281908],"category_scores_gemma":[0.00067220454,0.00020429079,0.0001895997,0.002424115,0.0043130163,0.0024689867,0.0013816884,0.001326995,0.0026408287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019050174,0.0000729292,0.0005835635,0.0010256834,0.000005224528,0.00032325432,0.019928887,0.00028245326,0.000932091,0.32282802,0.4246085,0.22939038],"study_design_scores_gemma":[5.294023e-7,0.000004222521,0.0006861186,0.00033741147,8.945571e-7,0.00011621395,0.0017628665,0.00001230594,0.0000451812,0.005661575,0.99137056,0.0000020503076],"about_ca_topic_score_codex":0.0045154477,"about_ca_topic_score_gemma":0.014762774,"teacher_disagreement_score":0.024281908,"about_ca_system_score_codex":0.0015607524,"about_ca_system_score_gemma":0.0011264865,"threshold_uncertainty_score":0.08123112},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_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","score_opus":0.026163588358085393,"score_gpt":0.25495373223812035,"score_spread":0.22879014388003496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238176787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6892143,0.0037892305,0.01590768,0.0016842759,0.00012070906,0.000044180557,0.000017714077,0.000038903592,0.28918293],"genre_scores_gemma":[0.9922125,0.0007676639,0.002277932,0.00024386747,0.000014700415,0.000017598188,0.0000071871777,0.000011887684,0.00444677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967468,0.0017801316,0.00019133528,0.000313296,0.0007197617,0.00024861447],"domain_scores_gemma":[0.9980786,0.00083228986,0.00034357028,0.00024995103,0.00037188968,0.00012359509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037389887,0.00028880103,0.00022392947,0.0013485561,0.0020802806,0.006318857,0.00033803243,0.00046878005,0.002043947],"category_scores_gemma":[0.0033058238,0.00021819171,0.0003226462,0.0012978386,0.008014803,0.0032936775,0.0037795855,0.001125423,0.00019214796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001906332,0.00013651831,0.04184535,0.0004659732,0.00014104786,0.0009585297,0.3207083,0.0007546412,0.0053752004,0.45858192,0.0012161551,0.16962576],"study_design_scores_gemma":[0.000060092025,0.00046721788,0.18476911,0.0016027375,0.0004051238,0.004005617,0.3398566,0.0057757315,0.012785727,0.1979573,0.2520368,0.0002779496],"about_ca_topic_score_codex":0.0024730184,"about_ca_topic_score_gemma":0.0031342783,"teacher_disagreement_score":0.006318857,"about_ca_system_score_codex":0.0021230632,"about_ca_system_score_gemma":0.0011793858,"threshold_uncertainty_score":0.0197739},"labels":[],"label_agreement":null},{"id":"W2260532821","doi":"","title":"Logements durables: L’architecture au Canada et dans le monde","year":2006,"lang":"fr","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.00334692278276553,"score_gpt":0.170136102800924,"score_spread":0.16678918001815848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260532821","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12113801,0.024062537,0.021938177,0.053656146,0.0008113788,0.00009119059,0.001382357,0.00044418697,0.7764759],"genre_scores_gemma":[0.62266564,0.009637464,0.011449405,0.0012086506,0.00009287454,0.000042113177,0.0003610583,0.00021692824,0.3543259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998459,0.00014840983,0.000028811308,0.0001858562,0.00073243043,0.00044545802],"domain_scores_gemma":[0.9989171,0.000113210685,0.00006985119,0.00009942656,0.00045293817,0.00034737613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092727406,0.0006015529,0.00027831394,0.0016021414,0.012117589,0.011536945,0.0012419624,0.0017552669,0.020695517],"category_scores_gemma":[0.0017124915,0.00036807964,0.00040726378,0.003205369,0.011335414,0.0028929051,0.0025338563,0.0023448607,0.00093751773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064974054,0.00003350305,0.0046003084,0.00013119263,0.000024863684,0.00033683726,0.014513229,0.0030789948,0.0016033679,0.82973707,0.036374826,0.10950086],"study_design_scores_gemma":[0.000005041901,0.000014271776,0.00799827,0.00012181556,0.000008176644,0.00008939421,0.007012031,0.0007745749,0.00046960704,0.024211388,0.95925957,0.000035931287],"about_ca_topic_score_codex":0.9828996,"about_ca_topic_score_gemma":0.9931305,"teacher_disagreement_score":0.09977324,"about_ca_system_score_codex":0.09977324,"about_ca_system_score_gemma":0.10667466,"threshold_uncertainty_score":0.7239089},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Art; History; Archaeology","score_opus":0.007841494020968731,"score_gpt":0.21121735100309075,"score_spread":0.20337585698212202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290520698","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012713277,0.6510958,0.00427481,0.031196224,0.009377111,0.00020876332,0.00041836666,0.00062378315,0.29009178],"genre_scores_gemma":[0.039251544,0.5468766,0.0043125967,0.0067774956,0.00316157,0.00020448792,0.00068082183,0.00016375883,0.39857107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987255,0.00012661629,0.00005276557,0.00006280574,0.00095324026,0.000079096746],"domain_scores_gemma":[0.99446106,0.00094828836,0.00022174412,0.00016074009,0.0039944258,0.00021384472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015664554,0.00057852693,0.0005593802,0.004224683,0.0015944851,0.003167052,0.0006274048,0.0011248656,0.030773772],"category_scores_gemma":[0.0033020522,0.00043050968,0.00017608893,0.0045616273,0.00077297894,0.002726358,0.00074273645,0.00092922605,0.009989765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052764244,0.00014258701,0.000926889,0.0015666252,0.000011418906,0.000089999885,0.00035654657,0.000109108085,0.002028725,0.0023263441,0.48894402,0.50344497],"study_design_scores_gemma":[0.000004875406,0.000054332704,0.003120471,0.000480191,0.000018527002,0.00020195945,0.0003662414,0.00006853171,0.00076749385,0.00028622738,0.9946233,0.000007919544],"about_ca_topic_score_codex":0.005967005,"about_ca_topic_score_gemma":0.018724764,"teacher_disagreement_score":0.030773772,"about_ca_system_score_codex":0.0019976175,"about_ca_system_score_gemma":0.00388225,"threshold_uncertainty_score":0.10294849},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02521065985070202,"score_gpt":0.2920994479005897,"score_spread":0.2668887880498877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353475798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6071911,0.0012016553,0.06113866,0.0028176368,0.00011413617,0.00033030994,0.00026871418,0.00020315485,0.3267347],"genre_scores_gemma":[0.9376831,0.00050038117,0.027074018,0.00006893912,0.0000057352895,0.00010564573,0.000091244445,0.0000426875,0.034428317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997371,0.00012525322,0.000009684954,0.00002721061,0.00005082603,0.00004997452],"domain_scores_gemma":[0.9999064,0.000008825147,0.000007643241,0.000009788877,0.000019573881,0.000047779457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035072703,0.00018406201,0.00012395238,0.00045426135,0.0020109746,0.001964612,0.00054290844,0.0002628684,0.005009866],"category_scores_gemma":[0.00023832507,0.00020874054,0.00020292947,0.0005441137,0.0017590659,0.0005467753,0.0012248323,0.0002495207,0.00055510947],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022375784,0.000496805,0.098579146,0.00078391156,0.000035872446,0.0035562003,0.05132749,0.042364724,0.023770854,0.41266975,0.026537605,0.33965388],"study_design_scores_gemma":[0.000030672818,0.0005841541,0.11889646,0.00026817695,0.00005742363,0.0017005649,0.15969342,0.025939515,0.004427689,0.08036967,0.6079368,0.000095496674],"about_ca_topic_score_codex":0.007842877,"about_ca_topic_score_gemma":0.035276815,"teacher_disagreement_score":0.007842877,"about_ca_system_score_codex":0.0011189859,"about_ca_system_score_gemma":0.0021809682,"threshold_uncertainty_score":0.016759634},"labels":[],"label_agreement":null},{"id":"W2560738612","doi":"10.5151/despro-ped2016-0468","title":"PRIMAVERA: A SUSTENTABILIDADE COMO FOCO EM UMA COLEÇÃO DE JOIAS","year":2016,"lang":"pt","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.011789552745282619,"score_gpt":0.21953093068208954,"score_spread":0.20774137793680691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560738612","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48495185,0.016497668,0.04742384,0.012153357,0.0008059315,0.0004192985,0.0003817152,0.00077064626,0.43659565],"genre_scores_gemma":[0.88857186,0.006179901,0.03299871,0.00086522097,0.00011308254,0.0001919963,0.00017308505,0.0003489723,0.070557065],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842596,0.0006421517,0.000071476185,0.00024789805,0.00043209537,0.00018037324],"domain_scores_gemma":[0.99703026,0.0010711491,0.00038370152,0.00049453176,0.00069577905,0.0003245437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033523554,0.00037527576,0.00043871193,0.0015076495,0.004832732,0.005419284,0.0015934835,0.0009340998,0.011305735],"category_scores_gemma":[0.0084050335,0.00044833357,0.000513692,0.001285,0.004481125,0.0045285113,0.0050824815,0.0015562462,0.0013277782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035086472,0.00036650224,0.03409078,0.0019528286,0.00012473269,0.0014194243,0.14507414,0.0013599839,0.009417455,0.166263,0.021421663,0.6181587],"study_design_scores_gemma":[0.000048383034,0.00059382175,0.039063044,0.0023265765,0.00045210012,0.001231784,0.068130106,0.0023740043,0.0068388474,0.054614592,0.8242195,0.00010714412],"about_ca_topic_score_codex":0.015017054,"about_ca_topic_score_gemma":0.069448575,"teacher_disagreement_score":0.015017054,"about_ca_system_score_codex":0.0022832875,"about_ca_system_score_gemma":0.0070676827,"threshold_uncertainty_score":0.03782147},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Ecodesign; Engineering; Manufacturing engineering","score_opus":0.019599341800240592,"score_gpt":0.23557725263878218,"score_spread":0.2159779108385416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735267566","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030779224,0.33853737,0.032133203,0.052899513,0.06612895,0.00013078288,0.0006534462,0.00040108713,0.5060378],"genre_scores_gemma":[0.0172971,0.20247945,0.01575703,0.010614064,0.027434388,0.00023583297,0.0006285731,0.0008724215,0.72468114],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985166,0.00045506554,0.00008088345,0.00018649032,0.0007011281,0.000059771308],"domain_scores_gemma":[0.997502,0.001669892,0.00008496512,0.0001510962,0.0004941888,0.000097775046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017655251,0.0012151015,0.00096998573,0.0029110655,0.0013517542,0.006044513,0.0008196962,0.002300906,0.025793968],"category_scores_gemma":[0.0050569167,0.00046818348,0.0005544139,0.004147183,0.0036809826,0.003658209,0.002240188,0.0039175055,0.0076659615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002561511,0.0000373494,0.00028389128,0.00081025256,0.0000116993915,0.000114431044,0.0022445123,0.0005069928,0.0005965987,0.11992135,0.5470059,0.32844147],"study_design_scores_gemma":[0.0000012984325,0.000005184471,0.0002611278,0.00046615567,0.0000028185386,0.000087221626,0.00030301552,0.000078355595,0.00009435162,0.014194971,0.98450124,0.0000042876095],"about_ca_topic_score_codex":0.004237676,"about_ca_topic_score_gemma":0.008645412,"teacher_disagreement_score":0.025793968,"about_ca_system_score_codex":0.002279671,"about_ca_system_score_gemma":0.002401411,"threshold_uncertainty_score":0.086289406},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Welfare economics; Philosophy; Economics","score_opus":0.011611002930194028,"score_gpt":0.28903251396960244,"score_spread":0.27742151103940843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741727799","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34087858,0.0028207381,0.019269254,0.053645857,0.00071891164,0.00018831983,0.00013556474,0.00008398442,0.5822589],"genre_scores_gemma":[0.9581987,0.0013090571,0.003468228,0.0024622893,0.00011489503,0.0001281512,0.000075694705,0.00005094626,0.03419212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.957376,0.016596543,0.0019467454,0.0022031039,0.01934425,0.0025332684],"domain_scores_gemma":[0.9554137,0.020571912,0.0059361123,0.0035385147,0.012180587,0.0023590368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02602995,0.0004746972,0.00036944257,0.0018684639,0.0067456993,0.01654925,0.0016256983,0.002854545,0.004593375],"category_scores_gemma":[0.03769596,0.00044874934,0.0006329957,0.0020451206,0.019019255,0.005277192,0.0073500383,0.00491814,0.0005992879],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011619674,0.00022241063,0.042626318,0.00041501436,0.000035654553,0.00059947075,0.07960976,0.0012504498,0.002171575,0.78918195,0.01316671,0.07060455],"study_design_scores_gemma":[0.000042865904,0.00027772164,0.109453335,0.001958554,0.00009589926,0.0005271344,0.18135156,0.0022091416,0.0045743342,0.16612116,0.5331321,0.00025617317],"about_ca_topic_score_codex":0.044064626,"about_ca_topic_score_gemma":0.08498548,"teacher_disagreement_score":0.044064626,"about_ca_system_score_codex":0.017160632,"about_ca_system_score_gemma":0.041397337,"threshold_uncertainty_score":0.13766116},"labels":[],"label_agreement":null},{"id":"W2794346688","doi":"","title":"The prairie above: a regional investigation into the green roof technology and application","year":2012,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Green roof; Geography; Environmental science; Architectural engineering; Roof; Engineering; Archaeology","score_opus":0.008015243679605735,"score_gpt":0.17233697646948717,"score_spread":0.16432173278988144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794346688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96499735,0.0009398639,0.00080971123,0.00059823116,0.0000061078053,0.00004205653,0.000113351816,0.000014093233,0.03247925],"genre_scores_gemma":[0.9851445,0.0011746858,0.0024485562,0.000070088354,0.0000048723336,0.000009436749,0.00004810385,0.000009081466,0.011090778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996445,0.00008990268,0.0000087290655,0.000066565015,0.0001272827,0.00006304624],"domain_scores_gemma":[0.9996916,0.00009410085,0.000035421777,0.00002952485,0.000113838905,0.00003561788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056895375,0.00011938607,0.0001096162,0.00042540458,0.0015938841,0.0012744465,0.00045368753,0.00028409457,0.0017557557],"category_scores_gemma":[0.00082389585,0.00014668088,0.00015918975,0.0008224263,0.0006960254,0.0006435709,0.00061921426,0.00041177508,0.00039087282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044775393,0.0006361191,0.3745775,0.00083636615,0.000078916375,0.0064902217,0.16725548,0.0033370934,0.078779906,0.022617035,0.0050582257,0.3398854],"study_design_scores_gemma":[0.000011124622,0.00079247245,0.7977863,0.00010560686,0.00006303411,0.0019389708,0.08896435,0.0016346725,0.0049896957,0.0007073209,0.10295488,0.000051558778],"about_ca_topic_score_codex":0.18932407,"about_ca_topic_score_gemma":0.4698777,"teacher_disagreement_score":0.18932407,"about_ca_system_score_codex":0.0013597504,"about_ca_system_score_gemma":0.0013933338,"threshold_uncertainty_score":0.37644416},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.026263908732089686,"score_gpt":0.20963014362011678,"score_spread":0.18336623488802709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895794622","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25457555,0.017884707,0.017955892,0.60607976,0.011633789,0.002030095,0.00089629466,0.00044314953,0.0885007],"genre_scores_gemma":[0.7135483,0.007622454,0.012583438,0.15089317,0.0012167104,0.0032715912,0.00026332925,0.0003057841,0.11029516],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949243,0.0033286572,0.00015672906,0.00035907063,0.0005778927,0.0006534053],"domain_scores_gemma":[0.98907197,0.00653687,0.00055718306,0.00016911431,0.0020662358,0.0015986911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008484894,0.0006103992,0.0007945464,0.0014248848,0.01132762,0.00377449,0.0011188105,0.0056570936,0.0037801922],"category_scores_gemma":[0.02119351,0.0009970821,0.00047337465,0.000759541,0.004547715,0.0037730609,0.003089156,0.009575064,0.0012287906],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019260243,0.00023506326,0.0029641457,0.00025865267,0.000014753651,0.003629322,0.7337956,0.00024916918,0.0030753769,0.008254278,0.23105277,0.01627821],"study_design_scores_gemma":[0.000012226911,0.000068512585,0.0018100376,0.00031678902,0.0000042965053,0.0011792746,0.37844336,0.00021569229,0.000562361,0.0007798968,0.61652845,0.00007912689],"about_ca_topic_score_codex":0.038660444,"about_ca_topic_score_gemma":0.04491003,"teacher_disagreement_score":0.038660444,"about_ca_system_score_codex":0.0056686453,"about_ca_system_score_gemma":0.0053258566,"threshold_uncertainty_score":0.0768708},"labels":[],"label_agreement":null},{"id":"W2939229588","doi":"","title":"Stratégie multi-modèles pour le dimensionnement des assemblages boulonnés","year":2013,"lang":"fr","type":"preprint","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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Computer science","score_opus":0.02319601697550945,"score_gpt":0.226624738514246,"score_spread":0.20342872153873653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939229588","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026831532,0.00081954995,0.9628943,0.001491669,0.00015398249,0.00011529215,0.0002721058,0.00018034974,0.007241161],"genre_scores_gemma":[0.51048666,0.0015942653,0.4632757,0.00042019703,0.00028666345,0.0012757152,0.0008763837,0.00031589626,0.021468515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971867,0.0015491039,0.00012089662,0.00042800713,0.00048598455,0.0002293388],"domain_scores_gemma":[0.99016094,0.008084282,0.0003748967,0.0003467499,0.00063714455,0.00039594155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046689194,0.0022522972,0.0027540121,0.00272787,0.0022965337,0.0066180597,0.0020971748,0.0042151115,0.007613644],"category_scores_gemma":[0.012481781,0.0016412407,0.0040289536,0.0022000314,0.0033203145,0.004554695,0.0032131227,0.005739858,0.0011102918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061983425,0.000049069695,0.00069650944,0.000118099895,0.00011465503,0.000108607666,0.00021171631,0.81446797,0.0004416643,0.1761324,0.00056547375,0.007031762],"study_design_scores_gemma":[0.000018567262,0.000013341408,0.00010699068,0.000025958301,0.000014165914,0.000012842475,0.000056080684,0.9532063,0.00011582228,0.04547247,0.000947804,0.000009661908],"about_ca_topic_score_codex":0.038669527,"about_ca_topic_score_gemma":0.028859634,"teacher_disagreement_score":0.038669527,"about_ca_system_score_codex":0.0062759956,"about_ca_system_score_gemma":0.0034104185,"threshold_uncertainty_score":0.07688892},"labels":[],"label_agreement":null},{"id":"W2945155980","doi":"10.3917/sdd.009.0038","title":"L’esthétique, levier d’action pour l’engagement écologique : l’ethnographie d’un atelier de vélo communautaire","year":2019,"lang":"fr","type":"article","venue":"Sciences du Design","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.047627373583231034,"score_gpt":0.2683662077283231,"score_spread":0.22073883414509204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945155980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9159266,0.0017960344,0.019205166,0.005625681,0.00012350574,0.00016277655,0.00018804186,0.00004045994,0.056931753],"genre_scores_gemma":[0.9886063,0.00051107694,0.0020409583,0.00030594747,0.000018683233,0.00014474486,0.00004081187,0.000042500928,0.008288904],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9899777,0.0077926707,0.00017140093,0.0006342962,0.00062984764,0.00079411134],"domain_scores_gemma":[0.9926561,0.0057827714,0.00039186052,0.0004209094,0.00037727255,0.00037115894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059554004,0.0005245556,0.000547929,0.0016732552,0.014333203,0.009774443,0.0012729227,0.0020117739,0.004421427],"category_scores_gemma":[0.0067363186,0.0005779061,0.00043765098,0.0019478543,0.023665104,0.005472632,0.0067288987,0.0031095627,0.00031305364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023490273,0.000020380287,0.0018068906,0.00009207142,0.000004771683,0.00023567183,0.98164546,0.000104352686,0.0006612313,0.010458149,0.00041839038,0.00452916],"study_design_scores_gemma":[0.0000052835935,0.00004031649,0.0043017156,0.00020633076,0.0000067471738,0.00015162268,0.93790704,0.00017776834,0.00040465815,0.0018197906,0.054958068,0.000020675396],"about_ca_topic_score_codex":0.037803277,"about_ca_topic_score_gemma":0.06529688,"teacher_disagreement_score":0.037803277,"about_ca_system_score_codex":0.0066417926,"about_ca_system_score_gemma":0.0050660204,"threshold_uncertainty_score":0.07516652},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biomimetics; Computer science; Cognitive science; Artificial intelligence; Psychology","score_opus":0.0059961325063716125,"score_gpt":0.18104382129632715,"score_spread":0.17504768878995552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025879832","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0804448,0.0015194428,0.86355376,0.001356493,0.0004544135,0.00025382414,0.0019612354,0.026558409,0.02389762],"genre_scores_gemma":[0.5025256,0.0017759656,0.4641225,0.0011678388,0.00017913956,0.0005999603,0.002829209,0.004748893,0.022050967],"study_design_codex":"design_other","study_design_gemma":"design_other","domain_scores_codex":[0.9999019,0.000026674355,0.0000047911403,0.000017986398,0.000030640396,0.000018044333],"domain_scores_gemma":[0.9997354,0.0001253252,0.000017923581,0.000044764085,0.00002453033,0.000052106025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034411674,0.00052407506,0.00028449544,0.00045278136,0.0004149159,0.0011236587,0.0009300604,0.00063653936,0.00754512],"category_scores_gemma":[0.0012006087,0.00022014033,0.0005257805,0.00023630902,0.0006291386,0.0009820247,0.0017991944,0.0007624926,0.0011338055],"study_design_candidate":"design_other","study_design_consensus":"design_other","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018242227,0.0003924824,0.005304519,0.0019101587,0.00032099016,0.0015406602,0.00820909,0.07631326,0.2730724,0.111452825,0.1005384,0.41912097],"study_design_scores_gemma":[0.00039072408,0.0005469935,0.0047103763,0.0005204815,0.00014358276,0.001044788,0.0010274857,0.35189247,0.10383549,0.081056714,0.4545784,0.00025243647],"about_ca_topic_score_codex":0.0015230023,"about_ca_topic_score_gemma":0.0018144593,"teacher_disagreement_score":0.00754512,"about_ca_system_score_codex":0.00028263056,"about_ca_system_score_gemma":0.00028080255,"threshold_uncertainty_score":0.025240898},"labels":[],"label_agreement":null},{"id":"W3099827117","doi":"10.22215/etd/2020-14150","title":"Design for Recycling Behaviour - An Exploratory Inquiry of Practical Applications","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Scope (computer science); Field (mathematics); Circular economy; Management science; Engineering; Exploratory research; Computer science; Engineering ethics; Knowledge management; Sociology; Mathematics; Social science","score_opus":0.08956115028054293,"score_gpt":0.3383742369520155,"score_spread":0.2488130866714726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099827117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6305874,0.002316202,0.110017724,0.017093,0.0002681229,0.0024557097,0.00025544924,0.00032846956,0.23667799],"genre_scores_gemma":[0.9322731,0.0011553168,0.04247462,0.00094751327,0.000018997329,0.0009081032,0.000083417595,0.00014814429,0.02199084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9715829,0.024902582,0.0003369696,0.00093238894,0.0015650089,0.0006802475],"domain_scores_gemma":[0.98607427,0.011544493,0.00037740252,0.0008374598,0.00070468173,0.00046158704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019417068,0.0006538638,0.00063101127,0.0017163442,0.007822977,0.008441659,0.0022225229,0.0029397013,0.004872288],"category_scores_gemma":[0.025215501,0.00064903166,0.0005690793,0.0016056792,0.012423931,0.0060494225,0.0060583544,0.0032777572,0.0007616912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005730582,0.0002500746,0.0021737583,0.00042597097,0.000016177773,0.0007076017,0.8734288,0.000637145,0.0014582982,0.07864237,0.004345886,0.037856568],"study_design_scores_gemma":[0.00002727741,0.000258093,0.0022047053,0.0009566989,0.000012473594,0.0009785946,0.754891,0.0016366597,0.0012388204,0.033898667,0.2038515,0.00004553766],"about_ca_topic_score_codex":0.0014926909,"about_ca_topic_score_gemma":0.003519217,"teacher_disagreement_score":0.019417068,"about_ca_system_score_codex":0.0050934497,"about_ca_system_score_gemma":0.0048046494,"threshold_uncertainty_score":0.10268849},"labels":[],"label_agreement":null},{"id":"W3100850951","doi":"10.1093/oso/9780199896615.003.0018","title":"Paper, Plastic, or Politics?","year":2015,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Emperor; State (computer science); Political science; Real estate; Law; Notice; History; Ancient history","score_opus":0.030205193108821103,"score_gpt":0.19066114440826543,"score_spread":0.16045595129944432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100850951","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032430884,0.012844198,0.0007966585,0.035361685,0.022341827,0.000022964898,0.00019430881,0.00018574827,0.9279284],"genre_scores_gemma":[0.00582845,0.006057902,0.00024389666,0.012819217,0.005793391,0.000034862278,0.00015386315,0.0001847827,0.96888363],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983784,0.0004168483,0.00007031224,0.00024903618,0.0006691164,0.00021625661],"domain_scores_gemma":[0.99829024,0.0004574445,0.00015067909,0.00034297426,0.0003788148,0.0003798606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010358153,0.00077973824,0.00049135124,0.0013982328,0.0026602687,0.015063097,0.001308068,0.0031359713,0.29604423],"category_scores_gemma":[0.0056452295,0.00032457322,0.0003661378,0.0024022164,0.0042057093,0.012594,0.0035302425,0.0032337676,0.18800253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000110033025,0.000019636134,0.00010453261,0.00009794808,0.0000019311312,0.000051258834,0.000312522,0.000027581847,0.00005934379,0.10035423,0.83142143,0.06753864],"study_design_scores_gemma":[0.0000010879414,0.0000033483805,0.000046725116,0.00009567633,4.1929403e-7,0.000028892424,0.00034595391,0.000008314871,0.000016451264,0.0040689753,0.9953825,0.0000015938125],"about_ca_topic_score_codex":0.0021855826,"about_ca_topic_score_gemma":0.003033167,"teacher_disagreement_score":0.29604423,"about_ca_system_score_codex":0.0024195092,"about_ca_system_score_gemma":0.0016111679,"threshold_uncertainty_score":0.99036664},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.008796113863906203,"score_gpt":0.20771853955022776,"score_spread":0.19892242568632157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138677598","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41066885,0.005205031,0.010145941,0.017192297,0.00048705202,0.00012421692,0.0002792595,0.00011525696,0.55578214],"genre_scores_gemma":[0.9297126,0.0026933735,0.0076867025,0.0006407599,0.000018300281,0.00004155814,0.000077155,0.00011908953,0.059010442],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99620616,0.0016515375,0.00009594711,0.00035320455,0.0008760215,0.0008170536],"domain_scores_gemma":[0.997482,0.0005420877,0.00014823565,0.00020197977,0.0008419235,0.00078382186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00430468,0.0005066731,0.0003208536,0.001804365,0.035107385,0.010924867,0.0015390202,0.0012024015,0.008460479],"category_scores_gemma":[0.0038235134,0.0003388541,0.00039080423,0.002838288,0.019926293,0.0018461436,0.004250805,0.0018737761,0.00052038557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012960202,0.00007894153,0.014382973,0.00021605642,0.000023828628,0.00088697334,0.64800376,0.0016944625,0.0017172319,0.1890522,0.018145137,0.12566894],"study_design_scores_gemma":[0.0000092898335,0.00003169498,0.015910687,0.0004059373,0.000021370155,0.00029919037,0.4246362,0.0005758906,0.00069181086,0.012901039,0.54444814,0.00006876425],"about_ca_topic_score_codex":0.9814705,"about_ca_topic_score_gemma":0.99610233,"teacher_disagreement_score":0.09044307,"about_ca_system_score_codex":0.09044307,"about_ca_system_score_gemma":0.14314315,"threshold_uncertainty_score":0.65621346},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Art","score_opus":0.010031589870892373,"score_gpt":0.21717873172030017,"score_spread":0.2071471418494078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193043768","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19407694,0.0123049375,0.002978259,0.06870615,0.0050596497,0.00039775824,0.005339768,0.00063113635,0.7105054],"genre_scores_gemma":[0.22536905,0.004818169,0.0022376203,0.00461623,0.00021398671,0.00010039566,0.0010320279,0.00019223067,0.76142025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982426,0.00008920343,0.000041628493,0.00015688795,0.0007112714,0.00075836],"domain_scores_gemma":[0.9967698,0.00023677306,0.00011959455,0.00015003092,0.0017432156,0.0009806541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014063817,0.0005354811,0.00032584436,0.0016270439,0.008731663,0.0057235267,0.0012112054,0.0020286592,0.022233931],"category_scores_gemma":[0.0030346569,0.00031590095,0.00048927055,0.0027987529,0.0025290307,0.0015408121,0.0032507959,0.0030853315,0.0021777113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009527773,0.00023790238,0.06524054,0.0008525715,0.00008736537,0.0045794584,0.024824033,0.0011085324,0.011723424,0.1890366,0.41956845,0.2817884],"study_design_scores_gemma":[0.000019697252,0.000027207052,0.02477253,0.00016028108,0.00002208916,0.0002647449,0.007582968,0.00015312969,0.0012981591,0.0010306183,0.96463656,0.000031991654],"about_ca_topic_score_codex":0.9595803,"about_ca_topic_score_gemma":0.9855672,"teacher_disagreement_score":0.040419698,"about_ca_system_score_codex":0.026200833,"about_ca_system_score_gemma":0.101176575,"threshold_uncertainty_score":0.1901012},"labels":[],"label_agreement":null},{"id":"W3199167599","doi":"10.46631/jefas.2002.v7n13.08","title":"Plásticos Forte S.A. Un caso de análisis de estados financieros","year":2002,"lang":"es","type":"article","venue":"Cuadernos de difusión","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013068385087365922,"score_gpt":0.20713880946644683,"score_spread":0.1940704243790809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199167599","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20624523,0.22005726,0.01754695,0.10901683,0.0054795407,0.0004541876,0.016330402,0.0006040837,0.4242655],"genre_scores_gemma":[0.47954407,0.11839813,0.013941523,0.0072753555,0.0011994947,0.00029235167,0.0050382903,0.00025469725,0.374056],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872965,0.00019272763,0.00006499699,0.00015082004,0.00072734855,0.00013444797],"domain_scores_gemma":[0.9944285,0.0019724076,0.0012144868,0.0002517357,0.0018002951,0.0003325752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002049446,0.0005047868,0.00024404285,0.005625654,0.002647665,0.0035858713,0.00042352205,0.0009693557,0.013924696],"category_scores_gemma":[0.01043549,0.00029949355,0.00029972862,0.008343236,0.0009215122,0.0023397773,0.0010526062,0.0013321583,0.0019050383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050078094,0.00013023548,0.07473385,0.001031381,0.00015955385,0.0024362896,0.008932964,0.0010169186,0.0017609991,0.06726756,0.29560378,0.54642564],"study_design_scores_gemma":[0.000010480978,0.00006770116,0.072418146,0.0008618989,0.00006054201,0.0008778185,0.0043539004,0.0003036321,0.0019062593,0.0081305085,0.91097206,0.00003694212],"about_ca_topic_score_codex":0.06728215,"about_ca_topic_score_gemma":0.15112913,"teacher_disagreement_score":0.06728215,"about_ca_system_score_codex":0.0028854914,"about_ca_system_score_gemma":0.0050225127,"threshold_uncertainty_score":0.13378102},"labels":[],"label_agreement":null},{"id":"W3203321233","doi":"","title":"Adaptación de empresas exportadoras de flores a un mundo sin plástico","year":2020,"lang":"es","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Business; Position (finance); Commerce; Plastic packaging; Agricultural economics; Agricultural science; Welfare economics; Economics; Engineering; Art; Finance; Environmental science","score_opus":0.014487679280016996,"score_gpt":0.2104170644350653,"score_spread":0.19592938515504832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203321233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9559417,0.00048905314,0.00085914653,0.0008981366,0.00004729826,0.00006219421,0.00008031867,0.000029248307,0.04159298],"genre_scores_gemma":[0.97568446,0.0017217746,0.0024203327,0.0002315963,0.000023802604,0.000064707,0.0001310095,0.00002564624,0.019696616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945384,0.00018181391,0.0000145419845,0.00007137054,0.00012986196,0.00014861255],"domain_scores_gemma":[0.9993316,0.00013965688,0.000114301285,0.00009275426,0.00019783423,0.00012391536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012802162,0.00029256172,0.00016842103,0.0005075548,0.0015102467,0.0017432591,0.00046772376,0.0004540488,0.005469866],"category_scores_gemma":[0.0020378714,0.00011996064,0.0003083616,0.00063483784,0.0009650693,0.0010026275,0.0015718214,0.00053528894,0.00072831725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001263297,0.0015474637,0.3237668,0.0006681467,0.00006417858,0.011841253,0.08235997,0.0037280414,0.027096355,0.013575571,0.013946173,0.5201427],"study_design_scores_gemma":[0.000058396552,0.0010690965,0.4762495,0.0005684884,0.00007371499,0.003004074,0.19728251,0.003134994,0.008088653,0.0036104317,0.30677888,0.00008129415],"about_ca_topic_score_codex":0.027566789,"about_ca_topic_score_gemma":0.05539354,"teacher_disagreement_score":0.027566789,"about_ca_system_score_codex":0.0022858374,"about_ca_system_score_gemma":0.0016136671,"threshold_uncertainty_score":0.05481267},"labels":[],"label_agreement":null},{"id":"W4206372294","doi":"10.53910/26531313-e200471424-426216","title":"Evolving cities into a sustaining and sustainable habitat","year":2004,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Technology and society; Sociology; Library science; Sustainable development; Political science; Media studies; Management; Social science; Law","score_opus":0.004339748036025219,"score_gpt":0.1902052002249069,"score_spread":0.18586545218888167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206372294","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19044596,0.0033198376,0.024432207,0.020383118,0.00045945166,0.00009996381,0.00017996042,0.00034990927,0.7603295],"genre_scores_gemma":[0.9258949,0.002125429,0.01116993,0.00059071794,0.00003839746,0.00005171725,0.00010763864,0.00010958654,0.059911616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996123,0.00015602072,0.000010632107,0.00005380687,0.00006955295,0.00009768854],"domain_scores_gemma":[0.9997291,0.00003130571,0.000028916624,0.000035147845,0.00005050556,0.00012494216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047120804,0.00025360234,0.00014817859,0.0006140837,0.0039837495,0.009806362,0.00077385345,0.00074244064,0.008090542],"category_scores_gemma":[0.0006909582,0.00021900894,0.00020134829,0.001269142,0.006097669,0.0051823226,0.005806709,0.00082975405,0.0008591875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023338971,0.000026757396,0.0059965914,0.00009499892,0.00001520203,0.00044230308,0.03308667,0.0037525569,0.00079737726,0.8670101,0.020661568,0.06809256],"study_design_scores_gemma":[0.00000910034,0.00004369276,0.0037682364,0.000116166746,0.000017340839,0.00023198134,0.059171777,0.0019882412,0.00039761618,0.123247474,0.8109902,0.000018155166],"about_ca_topic_score_codex":0.018753111,"about_ca_topic_score_gemma":0.06943198,"teacher_disagreement_score":0.018753111,"about_ca_system_score_codex":0.0044289646,"about_ca_system_score_gemma":0.0052029374,"threshold_uncertainty_score":0.03728789},"labels":[],"label_agreement":null},{"id":"W4206773867","doi":"10.1002/div.3733","title":"Leon's Furniture Ltd.","year":2006,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Franchise; Product (mathematics); Business; Engineering; Advertising; Agricultural economics; Marketing; Archaeology; Geography; Economics","score_opus":0.0034883508089303696,"score_gpt":0.16315105152932421,"score_spread":0.15966270072039385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206773867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004850263,0.0033990203,0.001308534,0.00033882397,0.0002500788,0.00007749051,0.0011356348,0.00092742994,0.98771274],"genre_scores_gemma":[0.011063319,0.0012161582,0.0009829386,0.00007895871,0.000021587468,0.000024649735,0.0009956915,0.00016754995,0.98544914],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902356,0.000045168865,0.00003741439,0.00020250907,0.0005967908,0.00009458563],"domain_scores_gemma":[0.99942374,0.00005391712,0.000033173335,0.00011500815,0.00029050413,0.00008371723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038580678,0.0014355513,0.0007631417,0.003704918,0.0031933435,0.0029519224,0.00075070665,0.0012384469,0.4128954],"category_scores_gemma":[0.00097469875,0.00071177044,0.0004878885,0.0021038093,0.0004497105,0.001438525,0.002093964,0.0011400904,0.19997746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016409108,0.000092215974,0.0018951795,0.0004955027,0.000013254435,0.00041963987,0.0003655061,0.00049146544,0.005071335,0.010321635,0.20393221,0.776738],"study_design_scores_gemma":[0.0000072424036,0.000042065247,0.0028345818,0.00010481453,0.000007347137,0.0003991123,0.0001193256,0.00019013228,0.00072072336,0.00040664402,0.99516004,0.000008015815],"about_ca_topic_score_codex":0.016235223,"about_ca_topic_score_gemma":0.055045057,"teacher_disagreement_score":0.4128954,"about_ca_system_score_codex":0.0014499527,"about_ca_system_score_gemma":0.0012308394,"threshold_uncertainty_score":0.83743346},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_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","score_opus":0.010693176506585444,"score_gpt":0.21932224627297064,"score_spread":0.2086290697663852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220883273","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8399978,0.003301317,0.005401722,0.010060151,0.00012523892,0.000047995865,0.000024179246,0.00003524272,0.14100626],"genre_scores_gemma":[0.9838389,0.00053077535,0.0014016686,0.00030128413,0.00001290998,0.000015691732,0.0000063865905,0.00002640081,0.0138659505],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868816,0.0009297151,0.000015196017,0.00008357603,0.00012688173,0.00015635157],"domain_scores_gemma":[0.99929106,0.00045497096,0.00006861551,0.000045197805,0.00006554772,0.000074603275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010129426,0.00043910037,0.00021632241,0.001022658,0.0071061957,0.0036142338,0.00060331397,0.0011598521,0.0025350149],"category_scores_gemma":[0.001712608,0.000260177,0.00018922819,0.0006849304,0.01503991,0.002578816,0.0023203713,0.0016143619,0.0003657169],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004758171,0.000027814394,0.0014118636,0.000081811646,0.0000048686366,0.0024839344,0.84991366,0.00025073715,0.0017535746,0.12548983,0.0041680075,0.014366317],"study_design_scores_gemma":[0.0000070806936,0.00007425101,0.0040656175,0.00023418356,0.000009852193,0.0017427636,0.7586005,0.00046065287,0.0021560378,0.009396691,0.22321573,0.000036680365],"about_ca_topic_score_codex":0.02153331,"about_ca_topic_score_gemma":0.057844747,"teacher_disagreement_score":0.02153331,"about_ca_system_score_codex":0.005320037,"about_ca_system_score_gemma":0.0010259897,"threshold_uncertainty_score":0.042815924},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.021503915715751117,"score_gpt":0.20989683378678348,"score_spread":0.18839291807103237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224324430","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015283294,0.011584441,0.0020559542,0.39060253,0.045716934,0.00014854856,0.0007806924,0.0016240905,0.53220356],"genre_scores_gemma":[0.049251407,0.002535891,0.0014323652,0.09239225,0.001705296,0.000060127175,0.0003084465,0.0008926659,0.85142165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954372,0.0006190235,0.00018279612,0.00055406266,0.0021189672,0.0010879791],"domain_scores_gemma":[0.98854095,0.00067886006,0.00030900343,0.0005826928,0.0061034337,0.0037850507],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029679027,0.00063181674,0.00047315448,0.0006147935,0.012846979,0.009676031,0.0016172287,0.0065923473,0.1465045],"category_scores_gemma":[0.01164263,0.0004201679,0.000571897,0.000705836,0.0031715746,0.0036017543,0.0033066422,0.0066823354,0.07853023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003381399,0.000019464313,0.0008517049,0.000053028707,0.0000050268777,0.00018715372,0.0010161989,0.000020585681,0.0002860369,0.0035995818,0.97585166,0.01807584],"study_design_scores_gemma":[0.0000034862892,0.0000075589924,0.0007341472,0.00004659388,0.0000020133266,0.00012241797,0.002714272,0.00001067578,0.000086527645,0.00026945045,0.9959881,0.000014727504],"about_ca_topic_score_codex":0.13334909,"about_ca_topic_score_gemma":0.27049097,"teacher_disagreement_score":0.8534955,"about_ca_system_score_codex":0.0066760452,"about_ca_system_score_gemma":0.007065796,"threshold_uncertainty_score":0.4901064},"labels":[],"label_agreement":null},{"id":"W4230985935","doi":"10.32920/ryerson.14662005.v1","title":"Arctic adaptive : responsive design in the Canadian north","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Golden Key International Honour Society","keywords":"Architecture; Vernacular architecture; Arctic; Human settlement; Globalization; Vernacular; The arctic; Industrial Revolution; Geography; Architectural engineering; Economy; Political science; Engineering; Archaeology; Oceanography; Art; Economics; Geology; Law","score_opus":0.031870483087522584,"score_gpt":0.20975063946735326,"score_spread":0.17788015637983068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230985935","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07396241,0.004367804,0.014586733,0.007889963,0.0004143891,0.000056125453,0.00020413983,0.000265652,0.8982527],"genre_scores_gemma":[0.78852546,0.00479749,0.01610467,0.0016024997,0.000041698884,0.00005368646,0.00018244321,0.00023628084,0.18845575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99827313,0.00033301482,0.000025131389,0.00026400728,0.00065998273,0.00044477603],"domain_scores_gemma":[0.9992489,0.000092794624,0.000027411053,0.000055981935,0.0003536103,0.00022120622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013962553,0.00053854974,0.00024697444,0.0010728355,0.01506091,0.0069298414,0.0011452662,0.00091409136,0.011937238],"category_scores_gemma":[0.0013093825,0.00032711992,0.00043024836,0.0019440472,0.009635568,0.0014122091,0.0027768984,0.0012842935,0.0010819415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014819825,0.000050195642,0.006566393,0.00031168316,0.000022701202,0.00088132906,0.08414669,0.00587884,0.0043253778,0.6768789,0.06242248,0.15836729],"study_design_scores_gemma":[0.000008564805,0.000024486086,0.00783748,0.00021578223,0.00002205881,0.00027158883,0.043345176,0.0013745062,0.0009936808,0.024135796,0.92171377,0.000057151625],"about_ca_topic_score_codex":0.9706278,"about_ca_topic_score_gemma":0.9911912,"teacher_disagreement_score":0.0668958,"about_ca_system_score_codex":0.0668958,"about_ca_system_score_gemma":0.06955189,"threshold_uncertainty_score":0.48536527},"labels":[],"label_agreement":null},{"id":"W4232920169","doi":"10.31979/etd.tqrf-gyt5","title":"Planet Building","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sustainability; Multinational corporation; Business; Value (mathematics); Value creation; Sustainable Value; Engineering; Management; Industrial organization; Economics; Computer science","score_opus":0.003756870976911048,"score_gpt":0.20232818491399127,"score_spread":0.19857131393708022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232920169","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060058213,0.00097040314,0.0063388674,0.0014202086,0.00037786542,0.000065950226,0.00038625652,0.00066134037,0.98377335],"genre_scores_gemma":[0.15636928,0.0029254134,0.018102262,0.0010691123,0.0001385411,0.00012947782,0.0013843848,0.00063692906,0.8192446],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99956924,0.000062814586,0.000011049599,0.000085179614,0.00018101565,0.00009073465],"domain_scores_gemma":[0.99967337,0.00003081576,0.00001492252,0.000088561574,0.00008582422,0.000106570544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036900115,0.00043059324,0.0002130506,0.00089103467,0.0026406343,0.003301264,0.0008270757,0.00095477945,0.12030746],"category_scores_gemma":[0.00079315976,0.00020568886,0.00044776488,0.00083826215,0.0008383584,0.0019595874,0.004615814,0.0010324277,0.039526485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081998696,0.00012004765,0.0018391865,0.0006174673,0.000017653663,0.0007947673,0.00613519,0.001218939,0.0069865426,0.2704043,0.23545209,0.47633186],"study_design_scores_gemma":[0.0000019583592,0.000014294205,0.0004952984,0.00004196551,0.0000024297817,0.00019569947,0.00056957523,0.00008548172,0.0009014009,0.0054230373,0.9922639,0.00000499334],"about_ca_topic_score_codex":0.0030474667,"about_ca_topic_score_gemma":0.00742471,"teacher_disagreement_score":0.12030746,"about_ca_system_score_codex":0.0012178267,"about_ca_system_score_gemma":0.0015930063,"threshold_uncertainty_score":0.40246856},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0121911265551832,"score_gpt":0.26451733460426846,"score_spread":0.2523262080490853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241827066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8463533,0.06889104,0.058852438,0.0009365372,0.00029337543,0.000078671656,0.00018312724,0.00020415218,0.024207437],"genre_scores_gemma":[0.9404036,0.020265,0.027512157,0.00022746187,0.00011668126,0.000047157926,0.00014692234,0.00006210964,0.011218849],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984694,0.000021363338,0.00000983178,0.000019566985,0.000081817154,0.000020617465],"domain_scores_gemma":[0.99987006,0.000019118954,0.000040617626,0.000011918328,0.000045820703,0.0000124987355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020346015,0.0005043833,0.00019027303,0.00049849,0.00014489057,0.00048426894,0.00015644799,0.0004365545,0.0012352507],"category_scores_gemma":[0.00016713001,0.00013802685,0.00028140235,0.0002518914,0.00016338057,0.0005162915,0.00028177846,0.00052843883,0.00061262905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034662306,0.00003162773,0.00019521559,0.00015445017,0.0000059151603,0.00008138805,0.00002126429,0.0002223141,0.97410065,0.0008870094,0.000082478524,0.024182983],"study_design_scores_gemma":[0.000001497024,0.00013522615,0.00048294163,0.00002146095,0.000013653749,0.0002427075,0.000022175667,0.00043279503,0.9887605,0.0002863543,0.009595571,0.0000051190086],"about_ca_topic_score_codex":0.00010519739,"about_ca_topic_score_gemma":0.0003814521,"teacher_disagreement_score":0.0012352507,"about_ca_system_score_codex":0.00025141417,"about_ca_system_score_gemma":0.00013377606,"threshold_uncertainty_score":0.0041323304},"labels":[],"label_agreement":null},{"id":"W4244626355","doi":"10.35483/acsa.intl.2016.46","title":"An Ecology of Innovation: Adapt, Reuse and Reimagine","year":2016,"lang":"en","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecology; Reuse; Premise; Geography; Environmental resource management; Environmental science; Biology; Epistemology","score_opus":0.008511531904261327,"score_gpt":0.20719444813995755,"score_spread":0.19868291623569623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244626355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47416797,0.0023180284,0.09029083,0.019558731,0.00021854781,0.00025671168,0.000038704256,0.00032641974,0.4128241],"genre_scores_gemma":[0.9625009,0.00080403645,0.020670192,0.00086303224,0.000035406123,0.000169683,0.00001876686,0.00012759092,0.014810378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9928598,0.0043877116,0.0001444828,0.000793448,0.00090566144,0.00090882817],"domain_scores_gemma":[0.99369943,0.0026811848,0.0004975374,0.001835792,0.00051663443,0.00076940074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064841886,0.0005186902,0.0005743971,0.0021123898,0.0057935053,0.012650707,0.0018671555,0.0019197463,0.0059278123],"category_scores_gemma":[0.008695224,0.00045844723,0.0005722896,0.0011278566,0.028125511,0.01123033,0.012890604,0.001821346,0.00088393776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010198571,0.0003010846,0.017934112,0.00030632864,0.0000626639,0.00088970776,0.08526607,0.0036819698,0.0036514965,0.6789245,0.0046260203,0.20425408],"study_design_scores_gemma":[0.00005833812,0.0006245653,0.009925221,0.0004996265,0.00006359111,0.0011343041,0.10133132,0.0038887043,0.0024745679,0.4478583,0.4320864,0.000055016833],"about_ca_topic_score_codex":0.0019438687,"about_ca_topic_score_gemma":0.005080348,"teacher_disagreement_score":0.012650707,"about_ca_system_score_codex":0.0044811717,"about_ca_system_score_gemma":0.006464678,"threshold_uncertainty_score":0.0342921},"labels":[],"label_agreement":null},{"id":"W4249690723","doi":"10.22215/etd/2005-08468","title":"From technologically \"green\" design to authentically \"green\" practice: the search for architecture capable of creating environmentally responsible minds, rather than just environmentally responsible buildings","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; ASTER","funders":"","keywords":"Environmentally friendly; Architecture; Architectural engineering; Sustainable design; Engineering; Sustainability; Art; Visual arts; Ecology","score_opus":0.01551542733286338,"score_gpt":0.259520683992717,"score_spread":0.24400525665985362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249690723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08683192,0.008137543,0.01459237,0.13983999,0.0004601732,0.000042517095,0.000033049346,0.000049869384,0.7500125],"genre_scores_gemma":[0.92195857,0.0055036615,0.0054588323,0.0063525555,0.00011540515,0.000058423946,0.00003561541,0.000056656576,0.060460314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983759,0.0008770558,0.000039431263,0.00020826836,0.0003754591,0.00012391557],"domain_scores_gemma":[0.9980692,0.0010613478,0.00015700092,0.00021146458,0.00027621034,0.00022462508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022070631,0.00033294086,0.00024092224,0.00046445872,0.0040476294,0.010046482,0.0005033042,0.0029835084,0.0060225883],"category_scores_gemma":[0.0037081973,0.00023011805,0.00027773317,0.00056473847,0.023231298,0.008320593,0.0031481648,0.0055059385,0.0009117645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013040362,0.00004081875,0.00021907134,0.00007249597,0.0000032671276,0.000032220218,0.01194925,0.00025638868,0.0002980561,0.9671337,0.0069121374,0.01306967],"study_design_scores_gemma":[0.000016283673,0.000026703912,0.0010077571,0.00025716546,0.000009692088,0.00008495603,0.015419339,0.00043384658,0.0008045229,0.85418963,0.1277365,0.000013674606],"about_ca_topic_score_codex":0.0032967203,"about_ca_topic_score_gemma":0.004329958,"teacher_disagreement_score":0.010046482,"about_ca_system_score_codex":0.004780165,"about_ca_system_score_gemma":0.0068280087,"threshold_uncertainty_score":0.03468263},"labels":[],"label_agreement":null},{"id":"W4256308670","doi":"10.32920/ryerson.14662005","title":"Arctic adaptive : responsive design in the Canadian north","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architecture; Vernacular architecture; Arctic; Human settlement; Globalization; Vernacular; Industrial Revolution; The arctic; Geography; Architectural engineering; Political science; Economy; Engineering; Archaeology; Ecology; Oceanography; Art; Economics; Law","score_opus":0.031870483087522584,"score_gpt":0.20975063946735326,"score_spread":0.17788015637983068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256308670","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07396241,0.004367804,0.014586733,0.007889963,0.0004143891,0.000056125453,0.00020413983,0.000265652,0.8982527],"genre_scores_gemma":[0.78852546,0.00479749,0.01610467,0.0016024997,0.000041698884,0.00005368646,0.00018244321,0.00023628084,0.18845575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827313,0.00033301482,0.000025131389,0.00026400728,0.00065998273,0.00044477603],"domain_scores_gemma":[0.9992489,0.000092794624,0.000027411053,0.000055981935,0.0003536103,0.00022120622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013962553,0.00053854974,0.00024697444,0.0010728355,0.01506091,0.0069298414,0.0011452662,0.00091409136,0.011937238],"category_scores_gemma":[0.0013093825,0.00032711992,0.00043024836,0.0019440472,0.009635568,0.0014122091,0.0027768984,0.0012842935,0.0010819415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014819825,0.000050195642,0.006566393,0.00031168316,0.000022701202,0.00088132906,0.08414669,0.00587884,0.0043253778,0.6768789,0.06242248,0.15836729],"study_design_scores_gemma":[0.000008564805,0.000024486086,0.00783748,0.00021578223,0.00002205881,0.00027158883,0.043345176,0.0013745062,0.0009936808,0.024135796,0.92171377,0.000057151625],"about_ca_topic_score_codex":0.9706278,"about_ca_topic_score_gemma":0.9911912,"teacher_disagreement_score":0.0668958,"about_ca_system_score_codex":0.0668958,"about_ca_system_score_gemma":0.06955189,"threshold_uncertainty_score":0.48536527},"labels":[],"label_agreement":null},{"id":"W4319313677","doi":"10.5151/ped2022-5825946","title":"Processo criativo e linguagem visual do trabalho gráfico da Emilie Chamie","year":2022,"lang":"pt","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Art","score_opus":0.012385507106398842,"score_gpt":0.24952860633167168,"score_spread":0.23714309922527282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319313677","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34006584,0.004815732,0.13434145,0.009485367,0.0010718893,0.0008112656,0.0009619676,0.0019095213,0.506537],"genre_scores_gemma":[0.82715595,0.002517105,0.061329067,0.0004690543,0.00014087392,0.00051249354,0.00037774636,0.00070416543,0.10679353],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996566,0.0015980584,0.00012050032,0.0003966907,0.0010036245,0.00031520525],"domain_scores_gemma":[0.98816687,0.00741574,0.0007618419,0.0014659519,0.0016145814,0.0005751074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055194017,0.0007662387,0.00035886368,0.004197693,0.0050241402,0.009913333,0.0014113885,0.0017498885,0.02393779],"category_scores_gemma":[0.015309617,0.0004885056,0.0007121436,0.003202803,0.004964593,0.006255613,0.006153861,0.0017069855,0.0031612949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022832476,0.00016410719,0.014137401,0.0018457235,0.00003671734,0.0013120964,0.49236155,0.0014003892,0.0123512875,0.12568532,0.02253089,0.3279462],"study_design_scores_gemma":[0.000019520221,0.0002210926,0.0212061,0.0016342632,0.0000568656,0.0014282201,0.29528058,0.0022472495,0.0057090563,0.01663049,0.655448,0.00011847729],"about_ca_topic_score_codex":0.007069671,"about_ca_topic_score_gemma":0.01655872,"teacher_disagreement_score":0.02393779,"about_ca_system_score_codex":0.0028389236,"about_ca_system_score_gemma":0.0041303635,"threshold_uncertainty_score":0.08007991},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_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","score_opus":0.045054378321391864,"score_gpt":0.2545764741117352,"score_spread":0.2095220957903433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327605306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978102,0.000018623126,0.000085847365,0.000046235717,8.603144e-7,0.000009244401,0.000049340135,0.0000019736187,0.0019775894],"genre_scores_gemma":[0.999458,0.000031830004,0.00009513012,0.0000072010043,0.0000012350439,0.0000071348404,0.000040365805,5.1612597e-7,0.00035867802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99968374,0.00009463739,0.0000200482,0.000035926576,0.00008553136,0.000080121936],"domain_scores_gemma":[0.9993383,0.00014451504,0.00017606164,0.000025560532,0.00017386647,0.00014170108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036116887,0.00011670002,0.00014106403,0.0010491307,0.000756819,0.00071796513,0.00016381001,0.00023161463,0.0037720324],"category_scores_gemma":[0.0012316011,0.0001230184,0.000172389,0.0007427541,0.0003504037,0.00038953515,0.0008141067,0.00020820246,0.00021562024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004121625,0.00020679709,0.96918875,0.00008435092,0.000030189729,0.00025999488,0.011975909,0.00025758904,0.0012407931,0.00046688766,0.000332522,0.015915053],"study_design_scores_gemma":[0.0000028949335,0.00011356732,0.95366347,0.000035208195,0.000026143958,0.00018604081,0.04251292,0.0005871302,0.00045726422,0.0002182474,0.0021832327,0.000013801936],"about_ca_topic_score_codex":0.008632867,"about_ca_topic_score_gemma":0.01981526,"teacher_disagreement_score":0.008632867,"about_ca_system_score_codex":0.00039467285,"about_ca_system_score_gemma":0.00046255862,"threshold_uncertainty_score":0.017165244},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014822156347913278,"score_gpt":0.1922705764945045,"score_spread":0.1774484201465912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382042729","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029313302,0.006131641,0.0009837354,0.0022137857,0.0013900029,0.000019041567,0.000049017723,0.000063801854,0.9888558],"genre_scores_gemma":[0.0017187461,0.0022870002,0.00036675725,0.0009076425,0.00012557604,0.000013134031,0.0000277261,0.000053176394,0.9945003],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997243,0.000053571373,0.0000056595622,0.00003560644,0.00014583889,0.000035061432],"domain_scores_gemma":[0.99989986,0.000024136634,0.000005308318,0.000017580687,0.000035184,0.000017935765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027350278,0.0009090547,0.00031827283,0.0012575585,0.0023157739,0.0042134286,0.00057898863,0.0017567931,0.09033848],"category_scores_gemma":[0.0005068173,0.0003021104,0.0002644836,0.0012271432,0.0016482695,0.0025220022,0.0019565774,0.0023462232,0.038137514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009139184,0.00003679854,0.00006413894,0.00011119723,0.000002166513,0.00004475314,0.0006679595,0.00012999469,0.00031033217,0.22704984,0.66196024,0.10961342],"study_design_scores_gemma":[6.0087945e-7,0.0000027600863,0.00008130356,0.0000581876,6.776951e-7,0.000022672359,0.00019727838,0.000029384904,0.00007141876,0.014157684,0.9853762,0.0000018895984],"about_ca_topic_score_codex":0.0050043734,"about_ca_topic_score_gemma":0.029944694,"teacher_disagreement_score":0.09033848,"about_ca_system_score_codex":0.0016535178,"about_ca_system_score_gemma":0.0017239846,"threshold_uncertainty_score":0.30221236},"labels":[],"label_agreement":null},{"id":"W4385866723","doi":"10.59962/9780774854627-007","title":"Design Criteria for a Sustainable Canadian Society","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Environmental planning; Geography","score_opus":0.022616374272744325,"score_gpt":0.1854980718271686,"score_spread":0.16288169755442428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385866723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0077436455,0.0036960978,0.056561165,0.006768871,0.00043850407,0.0004764808,0.00034475018,0.00015291531,0.9238176],"genre_scores_gemma":[0.35627615,0.005679781,0.15657492,0.0010435608,0.00013300883,0.0008094397,0.00050872436,0.00033479003,0.47863966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963446,0.0005666071,0.00013533274,0.00017433836,0.0023206775,0.00045840585],"domain_scores_gemma":[0.99810565,0.00019658876,0.00005457058,0.000067756984,0.001384352,0.00019095968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024394128,0.0014374693,0.0005926532,0.004072346,0.0069749206,0.0075399973,0.0018845784,0.001994594,0.013408189],"category_scores_gemma":[0.0042655966,0.0005429638,0.00052384683,0.002770507,0.0064482274,0.0016651304,0.0017756332,0.0015893469,0.0018055874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008248693,0.000015704347,0.0002947123,0.00016419958,0.00000637062,0.000071944494,0.0016864316,0.0054214993,0.0006592347,0.904304,0.042414337,0.044953387],"study_design_scores_gemma":[0.000011595166,0.000020656766,0.0009971381,0.00046992642,0.000021979327,0.000105390056,0.0033316957,0.0046444116,0.0008344489,0.23571245,0.7537968,0.000053477477],"about_ca_topic_score_codex":0.7709852,"about_ca_topic_score_gemma":0.8598406,"teacher_disagreement_score":0.22901481,"about_ca_system_score_codex":0.056325927,"about_ca_system_score_gemma":0.081939355,"threshold_uncertainty_score":0.46072704},"labels":[],"label_agreement":null},{"id":"W4399125667","doi":"10.51189/conbracib2024/34087","title":"FORMIGA: VETORES MECÂNICOS EM AMBIENTES HOSPITALARES","year":2024,"lang":"pt","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quebec Rehabilitation Research Network","funders":"","keywords":"Computer science","score_opus":0.008020412353656485,"score_gpt":0.21954238189818354,"score_spread":0.21152196954452704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399125667","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1046442,0.022901997,0.040073186,0.051830895,0.007941925,0.00055814325,0.0016635054,0.0037031255,0.76668304],"genre_scores_gemma":[0.62950265,0.014973094,0.04469371,0.0036694615,0.0016243556,0.00040193542,0.0010200645,0.0007302687,0.30338445],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729973,0.0012791891,0.00007951347,0.00018011514,0.0007816272,0.00037971273],"domain_scores_gemma":[0.9975454,0.00082040887,0.00018833384,0.0002854587,0.0006387569,0.00052165095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030712336,0.0006191399,0.00030210175,0.0009340704,0.0035842138,0.00541718,0.0013836853,0.0023019395,0.023931207],"category_scores_gemma":[0.0056821774,0.00027515108,0.00034670398,0.0010038065,0.0023260787,0.002674041,0.00560114,0.0017590482,0.0043381825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004267527,0.0004187924,0.009683138,0.0019151529,0.000027795304,0.0016003776,0.020115387,0.0017005132,0.0047856313,0.2423961,0.2171893,0.499741],"study_design_scores_gemma":[0.000039982053,0.0002449441,0.004635963,0.00062805024,0.000018199842,0.00093119004,0.013718959,0.0006417816,0.0017071103,0.018643873,0.9587522,0.000037919574],"about_ca_topic_score_codex":0.006646173,"about_ca_topic_score_gemma":0.012532009,"teacher_disagreement_score":0.023931207,"about_ca_system_score_codex":0.0020876026,"about_ca_system_score_gemma":0.00543257,"threshold_uncertainty_score":0.08005786},"labels":[],"label_agreement":null},{"id":"W4405307155","doi":"10.29327/5457226.1-544","title":"Design sistêmico: a abordagem de Toronto.","year":2024,"lang":"pt","type":"book-chapter","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sociology","score_opus":0.018286037804196686,"score_gpt":0.22423791915478342,"score_spread":0.20595188135058673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405307155","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007685156,0.058201406,0.06336228,0.013755887,0.002050228,0.00014708466,0.0004643396,0.00051568757,0.853818],"genre_scores_gemma":[0.18427062,0.059432227,0.04363667,0.0018100423,0.0003390803,0.00031430103,0.0006092248,0.0005373853,0.7090504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982358,0.00051735976,0.0001356367,0.00022132763,0.0007221003,0.00016771292],"domain_scores_gemma":[0.99933356,0.00022024903,0.000045151348,0.00008228637,0.00022635929,0.00009234861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014788687,0.0010961117,0.0004609544,0.0028173178,0.0039686095,0.007382716,0.0011278184,0.0014465386,0.013260629],"category_scores_gemma":[0.0017520139,0.0006830078,0.00043084347,0.0052835965,0.010387687,0.0037798835,0.0023893474,0.0020459925,0.0023009104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002183718,0.000010959126,0.00033389006,0.00055798097,0.000008734627,0.00021372305,0.011644393,0.0017633868,0.0005598217,0.84327626,0.05966912,0.081939794],"study_design_scores_gemma":[0.0000029977148,0.000015668542,0.0005680596,0.0002870663,0.000010879262,0.000116524534,0.00229587,0.00081978564,0.0003255808,0.037888076,0.957657,0.000012520509],"about_ca_topic_score_codex":0.3012934,"about_ca_topic_score_gemma":0.42460898,"teacher_disagreement_score":0.6987066,"about_ca_system_score_codex":0.040986486,"about_ca_system_score_gemma":0.026465118,"threshold_uncertainty_score":0.5990794},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.019021271014716533,"score_gpt":0.24199451243031575,"score_spread":0.2229732414155992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409443133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9494672,0.0010582785,0.024442183,0.00060471427,0.000028465136,0.0020928285,0.00055946474,0.00005479614,0.021692201],"genre_scores_gemma":[0.9802003,0.00052135217,0.017286725,0.000039139057,0.0000017073144,0.00033769704,0.00023875343,0.000010476387,0.0013639017],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9976815,0.0009913548,0.000060074508,0.00016817074,0.0005939861,0.00050492445],"domain_scores_gemma":[0.99434435,0.0025349515,0.00048025118,0.00018667562,0.0020608525,0.00039289513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005359228,0.0012288028,0.00057128165,0.0015792773,0.0010512067,0.0032924302,0.0010997249,0.0012162252,0.0026561955],"category_scores_gemma":[0.0077251834,0.00035230423,0.0008969128,0.0015808068,0.0014000455,0.0019718457,0.0014367206,0.0008471168,0.00019054137],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013705362,0.0016590456,0.038606722,0.0015157445,0.0002741364,0.0005905364,0.0008535854,0.82014185,0.014409662,0.020556645,0.0014112846,0.098610215],"study_design_scores_gemma":[0.0003705114,0.009576859,0.07617532,0.0006925429,0.0006234931,0.0001523935,0.015168753,0.8397195,0.028032875,0.016407099,0.012813016,0.00026765183],"about_ca_topic_score_codex":0.25236562,"about_ca_topic_score_gemma":0.36628366,"teacher_disagreement_score":0.25236562,"about_ca_system_score_codex":0.02220596,"about_ca_system_score_gemma":0.01886717,"threshold_uncertainty_score":0.5017934},"labels":[],"label_agreement":null},{"id":"W4409799961","doi":"10.11159/iceptp25.113","title":"Reduction of Plastic Bags as Food Packaging in Djougou, Benin","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Plastic packaging; Food packaging; Plastic bag; Reduction (mathematics); Food science; Waste management; Environmental science; Materials science; Engineering; Mathematics; Chemistry; Composite material","score_opus":0.0029361845938432325,"score_gpt":0.17057687952066666,"score_spread":0.16764069492682343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409799961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926307,0.001265937,0.00017494915,0.0006152149,0.000042925378,0.000051992538,0.000098218,0.000013541867,0.005106419],"genre_scores_gemma":[0.99155784,0.0012885568,0.0012044336,0.0002719835,0.000022913497,0.000050262395,0.00011954105,0.0000094587795,0.0054750894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998031,0.00006571848,0.000007945384,0.000024452298,0.00004728377,0.000051438652],"domain_scores_gemma":[0.9997985,0.00002940638,0.00006119921,0.0000037834648,0.00005091716,0.00005631374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030779353,0.00040907096,0.00012888048,0.0007156531,0.0019512529,0.00088985317,0.00047642298,0.00051864894,0.003622632],"category_scores_gemma":[0.00028233242,0.00013667748,0.00015372121,0.000791121,0.00044841217,0.0004006529,0.00066297315,0.00033463954,0.0002971012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015934093,0.002895187,0.5791537,0.003218576,0.00011011669,0.020696716,0.039227046,0.002232553,0.11232723,0.007196426,0.0075288974,0.22382027],"study_design_scores_gemma":[0.000050527964,0.0010430376,0.78993195,0.0004553996,0.0001024345,0.0029362335,0.096403375,0.002629436,0.018230828,0.0012898468,0.08686266,0.00006417698],"about_ca_topic_score_codex":0.018006073,"about_ca_topic_score_gemma":0.043477237,"teacher_disagreement_score":0.018006073,"about_ca_system_score_codex":0.0017454745,"about_ca_system_score_gemma":0.001088613,"threshold_uncertainty_score":0.035802543},"labels":[],"label_agreement":null},{"id":"W4409817622","doi":"10.21983/p3.0200.1.00","title":"Insurrectionary Infrastructures","year":2018,"lang":"en","type":"book","venue":"Punctum Books","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Computer science","score_opus":0.004907140802899367,"score_gpt":0.16637604790462845,"score_spread":0.1614689071017291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409817622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075613335,0.0017201458,0.0015965439,0.0012900823,0.00052863394,0.000019969697,0.00002771516,0.00012452564,0.99393624],"genre_scores_gemma":[0.025973959,0.0027077515,0.0014846638,0.000637798,0.00026113645,0.000044380213,0.00007908574,0.00014840106,0.96866286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954754,0.00008930402,0.0000118986545,0.00006203212,0.0001880351,0.00010120399],"domain_scores_gemma":[0.9998016,0.000043898533,0.00001311559,0.000048567388,0.000052287793,0.000040524115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002964027,0.0009927975,0.00021070396,0.0009051593,0.0030806665,0.006228879,0.0008656609,0.0013146106,0.06341256],"category_scores_gemma":[0.0008137705,0.0003127112,0.00024860218,0.00089187216,0.0043929685,0.0050585554,0.0037804493,0.0023218498,0.020193115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000091214815,0.000009972729,0.000050457675,0.00007736021,0.0000018000703,0.000083071565,0.0016620883,0.00015991008,0.00023576338,0.8643121,0.09596175,0.037436623],"study_design_scores_gemma":[0.0000011574786,0.0000040655214,0.00005390481,0.000057007466,8.169431e-7,0.000048009308,0.00031141812,0.000046847334,0.00009681163,0.017409202,0.9819686,0.0000022425256],"about_ca_topic_score_codex":0.0046866667,"about_ca_topic_score_gemma":0.009714782,"teacher_disagreement_score":0.06341256,"about_ca_system_score_codex":0.0037026147,"about_ca_system_score_gemma":0.0028260602,"threshold_uncertainty_score":0.21213615},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Art; Humanities; Sociology","score_opus":0.060162323341452176,"score_gpt":0.32457698693626547,"score_spread":0.2644146635948133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411358050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8951916,0.0027291228,0.0056761345,0.007839142,0.0003350416,0.00008295401,0.0003567503,0.000041987798,0.087747164],"genre_scores_gemma":[0.96517056,0.0013733066,0.0016858664,0.00085392455,0.000033321026,0.00005769961,0.00010857188,0.000026648026,0.030690053],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959831,0.0011252654,0.00012147269,0.00037920853,0.0015103003,0.00088068197],"domain_scores_gemma":[0.99183536,0.00205834,0.0009030525,0.00046740723,0.0036863748,0.0010494626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046867733,0.0004290283,0.0004853191,0.00191303,0.0072086514,0.005038293,0.0011045471,0.001023963,0.015077776],"category_scores_gemma":[0.010121546,0.0002967904,0.00041513747,0.0017045408,0.005709745,0.0021134424,0.0025226297,0.0015345833,0.0016359361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001846024,0.00016912447,0.28787166,0.0008317603,0.00013513688,0.0010570753,0.4894746,0.00049647543,0.003665881,0.014811796,0.0074932175,0.19380869],"study_design_scores_gemma":[0.000010409006,0.00017262695,0.39713502,0.0009229681,0.00006562715,0.00039101433,0.49135038,0.00024400376,0.0009031211,0.0018843431,0.10685083,0.000069710724],"about_ca_topic_score_codex":0.56319153,"about_ca_topic_score_gemma":0.83651054,"teacher_disagreement_score":0.56319153,"about_ca_system_score_codex":0.011305415,"about_ca_system_score_gemma":0.01602069,"threshold_uncertainty_score":0.8787618},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Scope (computer science); Plastic bottle; Plastic bag","score_opus":0.0251510723157613,"score_gpt":0.2491133483568985,"score_spread":0.2239622760411372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416806968","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24274318,0.03829684,0.114646025,0.030104835,0.00207026,0.0054138,0.0020605023,0.0017553774,0.5629092],"genre_scores_gemma":[0.8428728,0.027217569,0.08010158,0.0049756365,0.000415428,0.0021091239,0.0007941677,0.0004055705,0.04110806],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946489,0.0018668063,0.00025927235,0.00042582263,0.0023141862,0.0004850224],"domain_scores_gemma":[0.99453604,0.0015588368,0.0010959511,0.00068126165,0.0017105141,0.00041733944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005776921,0.0008025109,0.00037235752,0.0014734622,0.0010941874,0.004232715,0.0024792089,0.00184382,0.014065969],"category_scores_gemma":[0.008006637,0.0002860307,0.0010890093,0.0016560758,0.002635088,0.004498696,0.0052320766,0.00093608885,0.0021560662],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032459633,0.00068362476,0.0147923,0.013686657,0.00018128459,0.0012952348,0.0043786736,0.006484072,0.01874126,0.056007102,0.028336057,0.8550891],"study_design_scores_gemma":[0.00008982974,0.0020776913,0.015649635,0.009822713,0.00023745274,0.0014280342,0.013096765,0.0027408842,0.028706975,0.06300324,0.8630073,0.00013947603],"about_ca_topic_score_codex":0.0034953724,"about_ca_topic_score_gemma":0.0036346673,"teacher_disagreement_score":0.014065969,"about_ca_system_score_codex":0.0030854426,"about_ca_system_score_gemma":0.0069659464,"threshold_uncertainty_score":0.047055423},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salting; Taxpayer; Salt lake; Engineering; Salt (chemistry); Political science; Law; Chemistry; Geology","score_opus":0.021014683164541054,"score_gpt":0.2627163630442677,"score_spread":0.24170167987972666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W590431180","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012670624,0.0054354807,0.039208874,0.33865187,0.0030645023,0.00027651855,0.00014883315,0.00076772773,0.5997757],"genre_scores_gemma":[0.40408555,0.015465449,0.10483569,0.079125404,0.0010234371,0.0004111394,0.00030285044,0.001365763,0.3933847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9768332,0.004417128,0.00059809437,0.0018287126,0.013492379,0.0028304674],"domain_scores_gemma":[0.97957087,0.0035755138,0.00055424473,0.001998363,0.007846542,0.0064545735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013922775,0.0006941315,0.00047966518,0.0034996418,0.031852957,0.02053393,0.0042503146,0.005984354,0.015772387],"category_scores_gemma":[0.017283015,0.00060737366,0.0007495411,0.0060420954,0.03936895,0.006178799,0.00965566,0.008873653,0.002096129],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031919662,0.00008910542,0.0022304321,0.0002848006,0.000020117986,0.0007142026,0.025785526,0.00080340786,0.00079158077,0.49106264,0.2705479,0.20763844],"study_design_scores_gemma":[0.000011085503,0.000030553634,0.0011652543,0.00032712513,0.000009766776,0.00021239961,0.012812856,0.00039041016,0.0002484274,0.041178018,0.9435664,0.00004786177],"about_ca_topic_score_codex":0.8737309,"about_ca_topic_score_gemma":0.9503854,"teacher_disagreement_score":0.1262691,"about_ca_system_score_codex":0.06657759,"about_ca_system_score_gemma":0.2847832,"threshold_uncertainty_score":0.4830565},"labels":[],"label_agreement":null},{"id":"W650218935","doi":"","title":"Winfried Krüger : no title","year":2014,"lang":"fr","type":"article","venue":"Medical Entomology and Zoology","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craft; Art; Art history; Materiality (auditing); The arts; Visual arts; Decorative arts; Sculpture; Aesthetics","score_opus":0.004573262108461148,"score_gpt":0.21008911592993113,"score_spread":0.20551585382146997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W650218935","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007961132,0.016748466,0.00084216247,0.013175044,0.03301674,0.000075448595,0.0010148411,0.001272811,0.93305844],"genre_scores_gemma":[0.002144599,0.0026975262,0.00014602659,0.0012688541,0.0015894913,0.000018075754,0.0002203166,0.00031623305,0.99159884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916625,0.00007352438,0.000041418763,0.0002196073,0.00038848945,0.00011060645],"domain_scores_gemma":[0.9987937,0.00016334216,0.00008720235,0.00018037825,0.00042071455,0.00035466405],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00066878204,0.000846504,0.00081935525,0.0015202037,0.0019642818,0.006091845,0.0011779021,0.0021809652,0.55990106],"category_scores_gemma":[0.003463384,0.00037398955,0.00029371565,0.0015205975,0.00074376777,0.0039883195,0.0029860397,0.0017223532,0.6013079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012642305,0.000009957137,0.000045521047,0.0000855273,0.0000011751126,0.00005356712,0.000089488356,0.000010861172,0.0003028077,0.0044721677,0.945,0.049916293],"study_design_scores_gemma":[6.0571034e-7,0.0000021433457,0.000035763096,0.000033788754,3.7883277e-7,0.00004288765,0.000020023948,0.0000045994375,0.00004123198,0.00012595634,0.9996911,0.0000015620811],"about_ca_topic_score_codex":0.001981569,"about_ca_topic_score_gemma":0.0040086308,"teacher_disagreement_score":0.44009894,"about_ca_system_score_codex":0.0013843892,"about_ca_system_score_gemma":0.0012555766,"threshold_uncertainty_score":0.6277477},"labels":[],"label_agreement":null},{"id":"W6911620100","doi":"10.5281/zenodo.12704250","title":"Clean Green Solutions","year":2024,"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Confidentiality; Dry cleaning; Troubleshooting; Order (exchange); Clean Air Act","score_opus":0.037471950103584256,"score_gpt":0.2192844574542605,"score_spread":0.18181250735067625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911620100","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004069887,0.011544161,0.030337308,0.0063671544,0.0030634594,0.0008925626,0.010154507,0.01724073,0.9163302],"genre_scores_gemma":[0.01968503,0.009425641,0.025072962,0.0042493017,0.00027961322,0.00047478854,0.013724255,0.00433736,0.92275107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923884,0.00031085464,0.00017343792,0.00074012775,0.0057926085,0.0005944638],"domain_scores_gemma":[0.99519366,0.00025723828,0.00014464757,0.00042539753,0.0034803823,0.0004985671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00178022,0.001939963,0.0013189819,0.004354389,0.0046557332,0.006828025,0.0034015502,0.0041358825,0.26857436],"category_scores_gemma":[0.003691832,0.0012115903,0.0010937981,0.0028745036,0.0010723472,0.0028636164,0.004924585,0.0032700703,0.20026368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009753664,0.00012630368,0.0006165229,0.0011229413,0.00002428254,0.00019344792,0.00024955094,0.00033871864,0.009274419,0.0076404186,0.7280316,0.25228435],"study_design_scores_gemma":[0.000007794819,0.000013402216,0.00022450858,0.000094372794,0.0000070914252,0.00008811079,0.00008542971,0.00017546165,0.0028336137,0.00066600717,0.9957903,0.0000139701915],"about_ca_topic_score_codex":0.03672951,"about_ca_topic_score_gemma":0.102880575,"teacher_disagreement_score":0.26857436,"about_ca_system_score_codex":0.004140766,"about_ca_system_score_gemma":0.008660501,"threshold_uncertainty_score":0.89847076},"labels":[],"label_agreement":null},{"id":"W6922176510","doi":"10.13140/rg.2.2.18689.67687","title":"The Impact of Textiles on the Canadian Environment: A Systematic Review","year":2024,"lang":"en","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clothing; Government (linguistics); Work (physics); Quality (philosophy); Scope (computer science)","score_opus":0.007749316603898939,"score_gpt":0.20524849474811113,"score_spread":0.1974991781442122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922176510","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032759558,0.9939266,0.0000981357,0.0005676856,0.00013675849,0.00015408025,0.0010202323,0.000004497663,0.00081617845],"genre_scores_gemma":[0.033057906,0.96500343,0.0005510184,0.0007048234,0.0000423951,0.00013360205,0.0003307113,0.0000047010562,0.00017142431],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98927444,0.0022679565,0.0024108423,0.0008993226,0.0044445395,0.0007028515],"domain_scores_gemma":[0.9626393,0.020160101,0.0060962397,0.00067636365,0.009383057,0.0010449174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013380658,0.0012973568,0.0039317007,0.016468646,0.0018097422,0.0049470793,0.0021349916,0.0021972405,0.003344423],"category_scores_gemma":[0.043604575,0.0008891243,0.0060796137,0.024893478,0.0020898639,0.0019009464,0.0025194548,0.0015382936,0.00018372518],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032816015,0.00005160136,0.00917449,0.8860676,0.0108314855,0.00023676691,0.0013381445,0.00026453694,0.00036069535,0.0007931262,0.0055010174,0.0850523],"study_design_scores_gemma":[0.00018581154,0.00017274293,0.051107887,0.8185364,0.06028894,0.00041226842,0.0031665612,0.00013215287,0.0003334364,0.00046623778,0.06505219,0.00014541073],"about_ca_topic_score_codex":0.6496519,"about_ca_topic_score_gemma":0.8917431,"teacher_disagreement_score":0.35034811,"about_ca_system_score_codex":0.024410378,"about_ca_system_score_gemma":0.1022019,"threshold_uncertainty_score":0.7048228},"labels":[],"label_agreement":null},{"id":"W6958234270","doi":"10.6084/m9.figshare.19213401.v1","title":"Get in Touch With Contour Coatings for Furniture Refinishing in Lethbridge","year":2022,"lang":"en","type":"article","venue":"INDIGO (University of Illinois at Chicago)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Painting; Field (mathematics); Plan (archaeology)","score_opus":0.008480033057462408,"score_gpt":0.17124622227286418,"score_spread":0.16276618921540176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958234270","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0100579765,0.005129206,0.0031378898,0.021328129,0.0031539784,0.0002291088,0.00034679685,0.0012958674,0.955321],"genre_scores_gemma":[0.012998438,0.0017455256,0.0037318652,0.0020426568,0.00021394767,0.000027797647,0.00013797161,0.00026607202,0.97883576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901307,0.000046777797,0.0000156505,0.0000805865,0.0007195369,0.00012436805],"domain_scores_gemma":[0.9992568,0.000050616203,0.000025785204,0.00005881131,0.00023749651,0.0003705497],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007251809,0.00056871737,0.00018786441,0.0009921975,0.005942872,0.0028713811,0.000846131,0.0018300418,0.26499736],"category_scores_gemma":[0.0010820822,0.0003665389,0.00028816322,0.0008717801,0.0013079789,0.0016200737,0.0025151751,0.0020206806,0.0471781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038626968,0.00013395984,0.0014770011,0.0002053425,0.0000036202662,0.0008617465,0.0016533417,0.00015042031,0.009229404,0.009673971,0.83969647,0.13687612],"study_design_scores_gemma":[0.0000033882309,0.000027058413,0.0011496153,0.000048044065,0.000001275264,0.0002525984,0.0004303007,0.00005308325,0.0008803993,0.00037682592,0.9967674,0.000010046572],"about_ca_topic_score_codex":0.061858892,"about_ca_topic_score_gemma":0.3131596,"teacher_disagreement_score":0.73500264,"about_ca_system_score_codex":0.0026612228,"about_ca_system_score_gemma":0.00484321,"threshold_uncertainty_score":0.8865045},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Palliative care; Unit (ring theory); Scale (ratio); Casual; Observational study","score_opus":0.028623360648806915,"score_gpt":0.29052804534466153,"score_spread":0.2619046846958546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958750878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585274,0.00045717327,0.012396211,0.002265516,0.00017287352,0.011066944,0.00094768853,0.0010071249,0.01315904],"genre_scores_gemma":[0.91399264,0.00039732247,0.07422916,0.0006905783,0.000058293917,0.0074156662,0.0008392467,0.0000757059,0.002301529],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98340803,0.011628447,0.0011276735,0.00050395733,0.0024717436,0.000860213],"domain_scores_gemma":[0.9882896,0.004007937,0.0018071184,0.0009745972,0.0031562364,0.0017645344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01685067,0.00035207442,0.0003652126,0.0008874396,0.0005564131,0.0010833008,0.0011465717,0.00044190456,0.004402595],"category_scores_gemma":[0.024762345,0.00027044668,0.0007548008,0.00043066154,0.00043872235,0.0007408197,0.0019883409,0.0006825064,0.00081115874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005962714,0.006788389,0.11899802,0.0011728462,0.00010933781,0.00020794012,0.0027399622,0.0011542621,0.0029521084,0.00029817637,0.010078788,0.85490394],"study_design_scores_gemma":[0.0013136826,0.039112225,0.9056294,0.0020076125,0.00022844771,0.00042659952,0.005277403,0.0058838376,0.011046905,0.0006568188,0.028250623,0.00016646224],"about_ca_topic_score_codex":0.0013361317,"about_ca_topic_score_gemma":0.0024776608,"teacher_disagreement_score":0.01685067,"about_ca_system_score_codex":0.0015441783,"about_ca_system_score_gemma":0.0052028387,"threshold_uncertainty_score":0.08911592},"labels":[],"label_agreement":null},{"id":"W6968783477","doi":"10.5281/zenodo.5833285","title":"Working Towards Sustainable Consumption: Design Approaches","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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Consumption (sociology); Relation (database); Context (archaeology); Sustainable consumption; Sustainable development; Sustainability","score_opus":0.09691257159486444,"score_gpt":0.21830471947358143,"score_spread":0.121392147878717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968783477","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008545165,0.0083316825,0.7973246,0.020449787,0.00041461625,0.00052777707,0.000086470944,0.0003230969,0.16399682],"genre_scores_gemma":[0.22579587,0.011087734,0.7278151,0.0029818602,0.00020839139,0.002261738,0.0001952938,0.00034617825,0.029307896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98674715,0.008864083,0.00057853636,0.0010106033,0.0022866114,0.0005130879],"domain_scores_gemma":[0.99161524,0.0053972416,0.0003961776,0.0011536614,0.0010488785,0.0003888006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016388144,0.0015880823,0.0008585055,0.003397694,0.0037333034,0.014714532,0.004268875,0.0046871295,0.0059940647],"category_scores_gemma":[0.010403031,0.0013222332,0.0011504687,0.0026171284,0.01882206,0.009804353,0.0075448058,0.003571785,0.0016196179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015986621,0.000090225796,0.00058348256,0.000694158,0.00003570826,0.00012866006,0.012459778,0.004373835,0.00044941605,0.9374398,0.0026364522,0.041092504],"study_design_scores_gemma":[0.000033869655,0.00007584175,0.00022695845,0.0010181359,0.00003813341,0.0002169868,0.013171619,0.0061172047,0.000757107,0.7777281,0.20057744,0.00003869383],"about_ca_topic_score_codex":0.001972593,"about_ca_topic_score_gemma":0.0023177003,"teacher_disagreement_score":0.016388144,"about_ca_system_score_codex":0.00515839,"about_ca_system_score_gemma":0.005892876,"threshold_uncertainty_score":0.08666986},"labels":[],"label_agreement":null},{"id":"W6968967569","doi":"10.5281/zenodo.3796917","title":"Rhamphomyia (Ctenempis) albopilosa Coquillett","year":2019,"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Canadian Food Inspection Agency","funders":"","keywords":"Seta; Holotype; Bay; Thorax (insect anatomy); Type (biology)","score_opus":0.014084102338703289,"score_gpt":0.19265599789555543,"score_spread":0.17857189555685216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968967569","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4687051,0.013021698,0.003908736,0.00067938486,0.0003431063,0.0007512435,0.006781326,0.0007593262,0.5050501],"genre_scores_gemma":[0.93140304,0.004272031,0.004334058,0.0005557662,0.00013515395,0.0002465188,0.0033175133,0.000057069738,0.055678885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99993014,0.0000057772327,0.0000054205148,0.000024373609,0.000020167638,0.000014173003],"domain_scores_gemma":[0.9999224,0.000011777047,0.000027664755,0.000008594869,0.000018204084,0.000011352639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086943975,0.00057756604,0.00022020141,0.0010567165,0.001302684,0.00031105976,0.00041485182,0.00036861037,0.022224382],"category_scores_gemma":[0.00019012869,0.00016839308,0.00014324333,0.0006911653,0.0003909872,0.0006794041,0.0007956806,0.0005283686,0.004658916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048974995,0.00013770742,0.048979387,0.0011895096,0.00008914051,0.0031059734,0.0026712257,0.0006523342,0.07160096,0.002553222,0.03657853,0.8319523],"study_design_scores_gemma":[0.000084936066,0.00022985725,0.59421295,0.00086196605,0.000116131596,0.0063602384,0.002628507,0.00049163087,0.006875844,0.000814604,0.3872758,0.000047542326],"about_ca_topic_score_codex":0.032904033,"about_ca_topic_score_gemma":0.07214756,"teacher_disagreement_score":0.032904033,"about_ca_system_score_codex":0.0005535458,"about_ca_system_score_gemma":0.00033579368,"threshold_uncertainty_score":0.07434803},"labels":[],"label_agreement":null},{"id":"W6987870873","doi":"","title":"US Wind Industry Delivers Strong First Quarter | AltEnergyMag","year":2020,"lang":"en","type":"other","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Wind power; Boom; Investment (military)","score_opus":0.007307722325113341,"score_gpt":0.17804276106619304,"score_spread":0.1707350387410797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987870873","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016598047,0.00092650566,0.0013265546,0.032271177,0.019193325,0.000086459746,0.004230769,0.0020521623,0.9382532],"genre_scores_gemma":[0.0053240615,0.00045558176,0.000420189,0.004326735,0.00086951087,0.00003318918,0.0017495124,0.00036215235,0.98645896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993774,0.00004549575,0.000009385286,0.000034231412,0.00040760686,0.0001258796],"domain_scores_gemma":[0.99865425,0.0000892809,0.00004031973,0.00006932889,0.000516445,0.0006303627],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011121082,0.0008550565,0.00025667684,0.0007703181,0.0018231153,0.004707593,0.00052744447,0.0037070503,0.35002092],"category_scores_gemma":[0.0022297641,0.00035233813,0.00047958968,0.00041914138,0.00048015488,0.002066577,0.0018444344,0.0032188764,0.2388409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018983443,0.000019610303,0.00006681592,0.00001392738,8.8308025e-7,0.000013178949,0.000004797208,0.00003339221,0.000119308475,0.0017366908,0.9871535,0.010818824],"study_design_scores_gemma":[0.0000067876113,0.000010728756,0.00023327165,0.000016839247,9.582265e-7,0.000007897561,0.000021673304,0.000096322896,0.0001152112,0.00086863694,0.99861836,0.0000032322814],"about_ca_topic_score_codex":0.01002762,"about_ca_topic_score_gemma":0.02799147,"teacher_disagreement_score":0.35002092,"about_ca_system_score_codex":0.0012914102,"about_ca_system_score_gemma":0.003706464,"threshold_uncertainty_score":0.9271163},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Independence (probability theory); Tax planning","score_opus":0.0305212191966965,"score_gpt":0.281946640399559,"score_spread":0.25142542120286254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991758387","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029898897,0.013613468,0.027245378,0.038934164,0.0018356689,0.000091782655,0.00046509638,0.0002781242,0.8876374],"genre_scores_gemma":[0.6866261,0.012835636,0.010708144,0.008903269,0.0015521453,0.00024344605,0.00040592204,0.00051843113,0.27820694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673116,0.0010235094,0.00009867623,0.0008031059,0.00092398666,0.0004196568],"domain_scores_gemma":[0.9977997,0.00063749787,0.00027562582,0.00060493255,0.00048610897,0.00019610295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019511192,0.000806454,0.00044389136,0.0014911912,0.005139355,0.012299013,0.0013847064,0.00294355,0.030906415],"category_scores_gemma":[0.004124791,0.0005015432,0.00075949286,0.0018478701,0.01750093,0.00850182,0.008791802,0.0036234704,0.0044903066],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020344316,0.000019839998,0.0010424185,0.0001574607,0.000013687268,0.0003182321,0.005397161,0.00029761315,0.0006570593,0.94861454,0.017016878,0.026444843],"study_design_scores_gemma":[0.0000069242133,0.000030728344,0.0021216879,0.00028784096,0.000018577206,0.0006989251,0.0063887537,0.00040641194,0.00080202566,0.20075975,0.7884415,0.000036957976],"about_ca_topic_score_codex":0.009743178,"about_ca_topic_score_gemma":0.011749804,"teacher_disagreement_score":0.030906415,"about_ca_system_score_codex":0.0041820793,"about_ca_system_score_gemma":0.0027888692,"threshold_uncertainty_score":0.10339224},"labels":[],"label_agreement":null},{"id":"W6992181826","doi":"","title":"Korleis kan bruk av tre i landbruksbygg aukast?","year":2019,"lang":"no","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"","score_opus":0.023552885290843664,"score_gpt":0.25661811096900583,"score_spread":0.23306522567816218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992181826","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12860237,0.07118318,0.002982111,0.11129373,0.0048541036,0.00010213947,0.00066003745,0.00022053103,0.6801019],"genre_scores_gemma":[0.40120137,0.030813076,0.0030668725,0.011690961,0.00037054927,0.00010444649,0.00074636284,0.0003890947,0.5516172],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972466,0.000763975,0.000094700365,0.00056190795,0.000768845,0.00056394556],"domain_scores_gemma":[0.99852633,0.00039751251,0.00013791032,0.00009723694,0.00036896404,0.0004719367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002221174,0.00042317153,0.00054679846,0.00063589116,0.005451154,0.01216543,0.0010069064,0.002905797,0.065392755],"category_scores_gemma":[0.004109061,0.0003572803,0.00037638808,0.0009647043,0.004188693,0.0075762086,0.003925017,0.0035119557,0.021386813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042402864,0.0004548365,0.015565973,0.0018463811,0.000060153416,0.0020997655,0.117548384,0.00021453097,0.0036654822,0.22670834,0.28935885,0.34205326],"study_design_scores_gemma":[0.000007138368,0.000044005294,0.00668523,0.00079758675,0.000013829763,0.000292546,0.046592847,0.000059415102,0.00048497014,0.009329987,0.9356657,0.000026749269],"about_ca_topic_score_codex":0.043148674,"about_ca_topic_score_gemma":0.094579384,"teacher_disagreement_score":0.065392755,"about_ca_system_score_codex":0.0069226557,"about_ca_system_score_gemma":0.0070119244,"threshold_uncertainty_score":0.21876061},"labels":[],"label_agreement":null},{"id":"W6992673784","doi":"","title":"Making connections : design strategy for the Alexander Waterfront District in Winnipeg","year":2002,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Design strategy; Strategic planning; Work (physics); Strategic management","score_opus":0.0441344120969196,"score_gpt":0.22178168656313646,"score_spread":0.17764727446621686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992673784","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8463137,0.00051618414,0.008698742,0.0058278833,0.00009142221,0.0015608983,0.00027323555,0.00014058512,0.13657732],"genre_scores_gemma":[0.9116536,0.00037081042,0.008197169,0.00037194765,0.000005693201,0.00022492697,0.00012305743,0.00006396153,0.07898877],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992142,0.00014601143,0.000012273153,0.00008832863,0.00012090893,0.0004183128],"domain_scores_gemma":[0.99928147,0.000062571,0.000021045247,0.00002281146,0.00017166305,0.00044045324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070077524,0.00037008323,0.00018753743,0.0006876519,0.012045271,0.004229838,0.0015465608,0.0012468998,0.00940901],"category_scores_gemma":[0.0017025482,0.00043935035,0.0002413285,0.0011601924,0.0017300138,0.0011439077,0.002591015,0.00087703107,0.00066375843],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068604044,0.0010732885,0.0609034,0.000849054,0.000090236936,0.010961277,0.15621364,0.024376666,0.023161277,0.21831948,0.067570485,0.43579516],"study_design_scores_gemma":[0.00023547259,0.0008423145,0.073631294,0.00029663625,0.00014740655,0.00076253584,0.3780115,0.009103896,0.0057096505,0.01141059,0.5197297,0.00011915123],"about_ca_topic_score_codex":0.70401394,"about_ca_topic_score_gemma":0.9388936,"teacher_disagreement_score":0.29598606,"about_ca_system_score_codex":0.017908655,"about_ca_system_score_gemma":0.03912588,"threshold_uncertainty_score":0.5954583},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Horizontal and vertical; Context (archaeology); Resource (disambiguation); Argument (complex analysis); Natural resource","score_opus":0.002462112533435528,"score_gpt":0.1223298822726249,"score_spread":0.11986776973918936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993866308","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013643281,0.00079000037,0.007189363,0.0020751264,0.00044612552,0.00010989726,0.0012151289,0.0010789497,0.97345215],"genre_scores_gemma":[0.086837985,0.0017725882,0.009706467,0.0009566162,0.00010330519,0.00008987662,0.0021059262,0.00057404116,0.89785314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963284,0.000044314114,0.000012802107,0.000072835945,0.00015355389,0.00008363426],"domain_scores_gemma":[0.99963164,0.000039244813,0.000022162876,0.00008298893,0.00012248721,0.0001014269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037800006,0.00026730614,0.00017724115,0.0005796297,0.0017897954,0.0028512082,0.00067158655,0.00067221926,0.17220666],"category_scores_gemma":[0.00075924903,0.00014966662,0.00030325085,0.0009596975,0.0006506128,0.0018420061,0.0018516354,0.0006766423,0.046777327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016225921,0.00013667389,0.0039618323,0.00046409926,0.0000147885785,0.00039925412,0.002850735,0.0009128173,0.0045985654,0.15015644,0.3320875,0.504255],"study_design_scores_gemma":[0.0000040260093,0.000015007766,0.0010330605,0.000035564073,0.0000021991475,0.000086651155,0.00046692733,0.000114669834,0.00037623718,0.0024697557,0.9953915,0.0000044800186],"about_ca_topic_score_codex":0.009304608,"about_ca_topic_score_gemma":0.027791731,"teacher_disagreement_score":0.17220666,"about_ca_system_score_codex":0.0013452382,"about_ca_system_score_gemma":0.0020561158,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W6999226848","doi":"","title":"Clean Green Nation Partners With Jodi Manning in Calgary, AB","year":2012,"lang":"en","type":"other","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Government (linguistics); Clean technology; Work (physics); Perspective (graphical)","score_opus":0.01354620711318975,"score_gpt":0.21683668853928711,"score_spread":0.20329048142609737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999226848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014169102,0.002032454,0.0016553007,0.0061845905,0.0015889152,0.00011611323,0.0019777566,0.0008497866,0.9841781],"genre_scores_gemma":[0.0015933911,0.0005463188,0.0005181555,0.0002809548,0.00002937606,0.000013490307,0.0004460809,0.0001545432,0.99641776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993506,0.00003880769,0.000010087356,0.0001106237,0.00032185184,0.00016791526],"domain_scores_gemma":[0.9984487,0.00010822234,0.00003645782,0.00007885252,0.00071980973,0.0006079022],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011855593,0.00095952925,0.0004121279,0.0014974246,0.003963797,0.004906353,0.0009087346,0.002397512,0.36324483],"category_scores_gemma":[0.0013459809,0.00037346117,0.00031234176,0.0015451795,0.000621948,0.0019917437,0.0028093676,0.0027849162,0.112199776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051620373,0.00009225059,0.00036067053,0.000062782674,0.0000025833112,0.00010205523,0.000082115126,0.00023728098,0.0003390051,0.010624258,0.91205335,0.07599206],"study_design_scores_gemma":[0.000004037742,0.0000062034414,0.00041906055,0.000029413311,0.0000011410174,0.00002395081,0.00011219776,0.00009299596,0.00021662663,0.00069806474,0.99839324,0.0000029307819],"about_ca_topic_score_codex":0.057810456,"about_ca_topic_score_gemma":0.19689766,"teacher_disagreement_score":0.9421896,"about_ca_system_score_codex":0.0033134916,"about_ca_system_score_gemma":0.009311851,"threshold_uncertainty_score":0.90825397},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Product (mathematics); Persona; Process (computing)","score_opus":0.0055205058194937465,"score_gpt":0.2290107188842805,"score_spread":0.22349021306478675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000444301","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8808743,0.0033439249,0.00025256834,0.002627751,0.000080303995,0.00008523389,0.003931528,0.000037978385,0.108766444],"genre_scores_gemma":[0.75987405,0.0075331763,0.0006230214,0.0004806762,0.000023275088,0.000036515343,0.0024603873,0.000049746708,0.2289192],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996345,0.000024663197,0.000007009484,0.000047740054,0.000120833894,0.00016523643],"domain_scores_gemma":[0.99929476,0.00005603129,0.00005796416,0.000018416291,0.00038270085,0.00019003505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032931057,0.00032243098,0.00024521467,0.0010245582,0.006249706,0.0026233853,0.0005234453,0.00050315977,0.01636538],"category_scores_gemma":[0.00081485376,0.00020655281,0.0001972292,0.0026193634,0.0011460307,0.00042586387,0.0011727689,0.0007989826,0.0010586426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009583746,0.00025763348,0.35661396,0.00093395426,0.00013838675,0.011475467,0.28050032,0.00084085116,0.007540421,0.013010291,0.14011642,0.18761392],"study_design_scores_gemma":[0.000013875039,0.00008724376,0.6409358,0.00031540645,0.0000319976,0.0003865558,0.168203,0.0002069226,0.001213037,0.00020626296,0.1883589,0.000041018822],"about_ca_topic_score_codex":0.984752,"about_ca_topic_score_gemma":0.9951833,"teacher_disagreement_score":0.023045491,"about_ca_system_score_codex":0.023045491,"about_ca_system_score_gemma":0.026245654,"threshold_uncertainty_score":0.16720754},"labels":[],"label_agreement":null},{"id":"W7006377174","doi":"","title":"UMN Morris Offers Experiential Course on Indigenous Education","year":2018,"lang":"en","type":"article","venue":"Digital Well (University of Minnesota Morris)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Proteogenomics; Emperipolesis; Liquation; Fusible alloy","score_opus":0.004657015923109514,"score_gpt":0.17549688457501217,"score_spread":0.17083986865190265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006377174","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036817603,0.00529799,0.0022222998,0.02407215,0.006308332,0.000247349,0.0007068869,0.001687843,0.9226396],"genre_scores_gemma":[0.024369946,0.0017154694,0.0015426753,0.0011616247,0.00029884698,0.00004696954,0.00012315053,0.00008556298,0.97065574],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976283,0.00002161433,0.000006999555,0.000041577536,0.000079361474,0.000087607455],"domain_scores_gemma":[0.9992976,0.000039426737,0.000019861945,0.000021148378,0.000071596325,0.00055033533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004641973,0.00049177813,0.00031096546,0.0005713696,0.0036744147,0.0014934494,0.0005626541,0.0008440555,0.1989334],"category_scores_gemma":[0.00056822837,0.0002376516,0.00030194974,0.0003024868,0.0004566788,0.0010986055,0.0023494845,0.0013125519,0.031480465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013665498,0.0010266351,0.0034836936,0.00019226466,0.0000051358556,0.001036366,0.0036358968,0.00016957737,0.0061467863,0.007041057,0.7651657,0.21196026],"study_design_scores_gemma":[0.0000049539044,0.00011190173,0.003067162,0.00006136224,0.0000022963525,0.00019855732,0.0014449755,0.00006393559,0.0005256055,0.00069062563,0.99382174,0.0000067879437],"about_ca_topic_score_codex":0.011082931,"about_ca_topic_score_gemma":0.096874356,"teacher_disagreement_score":0.1989334,"about_ca_system_score_codex":0.001341448,"about_ca_system_score_gemma":0.002483916,"threshold_uncertainty_score":0.6654985},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Promotion (chess); Product (mathematics); Derogation","score_opus":0.007814929256211835,"score_gpt":0.21038785434249432,"score_spread":0.2025729250862825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009068179","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36994746,0.07432222,0.1434775,0.030021379,0.002511698,0.00095973676,0.0026267362,0.0007259734,0.37540728],"genre_scores_gemma":[0.88261175,0.025189165,0.04441329,0.0016037752,0.00064415636,0.00068944565,0.0010488055,0.0003512898,0.043448377],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96305484,0.022012515,0.0006481822,0.00129032,0.012364457,0.00062960363],"domain_scores_gemma":[0.91948795,0.06164869,0.0021738873,0.0029120373,0.01296627,0.00081112667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026051708,0.0012166087,0.0011062841,0.0028708063,0.001189084,0.0069944765,0.0014985743,0.0023923079,0.013353741],"category_scores_gemma":[0.07184859,0.00042015707,0.0014963384,0.0035908374,0.0028944858,0.004666706,0.0024514196,0.0019774842,0.0016704759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017821649,0.0015328873,0.037481323,0.00420914,0.0011448325,0.0004767104,0.006396314,0.057918273,0.0075808563,0.15300731,0.026251001,0.7022192],"study_design_scores_gemma":[0.00061449496,0.004204278,0.23079187,0.0058981813,0.0015389136,0.0013275262,0.0132789295,0.10825777,0.042398438,0.2061497,0.38502485,0.0005150703],"about_ca_topic_score_codex":0.04104143,"about_ca_topic_score_gemma":0.030145174,"teacher_disagreement_score":0.04104143,"about_ca_system_score_codex":0.0063047884,"about_ca_system_score_gemma":0.0064094514,"threshold_uncertainty_score":0.13777626},"labels":[],"label_agreement":null},{"id":"W7014852619","doi":"","title":"Queen’s Marque sul lungomare di Halifax in Nuova Scozia - Queen’s Marque in Halifax Waterfront in Nova Scotia","year":2023,"lang":"it","type":"article","venue":"Institutional Research Information System University of Ferrara (University of Ferrara)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Work (physics); First world war; Period (music)","score_opus":0.04491937473069881,"score_gpt":0.2538585774132258,"score_spread":0.208939202682527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014852619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91532487,0.0021957718,0.0004118048,0.0046520145,0.00013421786,0.000113422924,0.0014362554,0.00004878841,0.075682856],"genre_scores_gemma":[0.88772494,0.00044762233,0.00053494296,0.00035664393,0.000010618622,0.000045403893,0.0003218493,0.000018925226,0.11053914],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997521,0.00003210121,0.0000048302604,0.000036930654,0.0000489108,0.00012512223],"domain_scores_gemma":[0.99961334,0.000060186183,0.00003642565,0.000017988514,0.00009931971,0.00017283596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020766299,0.00014405821,0.00021664897,0.00037698183,0.003936639,0.0018519211,0.00050428044,0.00055132085,0.008390965],"category_scores_gemma":[0.00046635215,0.0001837455,0.000118943026,0.00066698925,0.0015941892,0.00026587668,0.0011104865,0.000468063,0.0007482732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021148932,0.0002237214,0.4257503,0.0014121477,0.00018215762,0.031090131,0.13178301,0.0032566101,0.030002415,0.037220165,0.1352196,0.20174485],"study_design_scores_gemma":[0.000033947188,0.00007253008,0.6718289,0.00025896652,0.000015579804,0.00052848744,0.05347538,0.0005863812,0.0010895631,0.0004998427,0.27156878,0.00004156207],"about_ca_topic_score_codex":0.9139515,"about_ca_topic_score_gemma":0.9874156,"teacher_disagreement_score":0.086048484,"about_ca_system_score_codex":0.013921134,"about_ca_system_score_gemma":0.016476626,"threshold_uncertainty_score":0.17311043},"labels":[],"label_agreement":null},{"id":"W7014922120","doi":"","title":"Riqualificazione energetica, ecologica ed ambientale del tessuto urbano. Strategie di densificazione e innovazione","year":2012,"lang":"en","type":"article","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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Renewable energy; Sustainable development; Task (project management); Production (economics); Thematic map; Natural resource; Macro; Efficient energy use; Quality (philosophy)","score_opus":0.04579452804298608,"score_gpt":0.27834930413454523,"score_spread":0.23255477609155914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014922120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031353466,0.26229832,0.09772697,0.038051583,0.0030978422,0.0003417906,0.0008671636,0.00077302905,0.5654898],"genre_scores_gemma":[0.5751029,0.16688055,0.060708366,0.0036107448,0.002500887,0.0006479487,0.0006658908,0.00024725244,0.18963534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99909306,0.0003646474,0.00003259077,0.00013192794,0.00026989196,0.000107828215],"domain_scores_gemma":[0.9996146,0.00014300924,0.00006720124,0.000045267967,0.00008830286,0.000041575655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011885257,0.0010412585,0.0004986768,0.0023553898,0.0008218979,0.0053608343,0.000697669,0.0018294035,0.011178437],"category_scores_gemma":[0.00086037995,0.00034511217,0.00047779418,0.003123721,0.0049872883,0.0029295972,0.0021004835,0.0012513114,0.0026797452],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035689365,0.000078794634,0.0028156198,0.0011469173,0.000031944393,0.00014307025,0.001184179,0.00592988,0.0016559659,0.76135075,0.023025556,0.20260167],"study_design_scores_gemma":[0.000016336553,0.0000978735,0.0051702084,0.0006786421,0.000033818502,0.00039150208,0.0026856961,0.0039538587,0.0013359427,0.23542832,0.750159,0.000048794034],"about_ca_topic_score_codex":0.004826152,"about_ca_topic_score_gemma":0.006233973,"teacher_disagreement_score":0.011178437,"about_ca_system_score_codex":0.002707904,"about_ca_system_score_gemma":0.0021287815,"threshold_uncertainty_score":0.037395597},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clothing; Context (archaeology); Textile; Textile industry; Consumption (sociology); Order (exchange); Product (mathematics); Privilege (computing); Fashion industry","score_opus":0.012802006027839275,"score_gpt":0.28103638238433726,"score_spread":0.268234376356498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017160395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97741765,0.0006699886,0.0023885558,0.0016422357,0.00002676967,0.000072984556,0.000051262236,0.00003217542,0.017698271],"genre_scores_gemma":[0.96992505,0.00055537146,0.0022133084,0.00019152934,0.000009729723,0.00007208866,0.000033286204,0.000013898136,0.026985845],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969699,0.0015446929,0.00006409636,0.00033217526,0.0005751331,0.0005141216],"domain_scores_gemma":[0.99463767,0.0026995763,0.0005101262,0.00021321552,0.0011133618,0.0008260517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004907983,0.0005030421,0.00023301208,0.0007418063,0.0054414733,0.0060921805,0.0008727213,0.0011502057,0.005711859],"category_scores_gemma":[0.009149849,0.00045736082,0.00040641808,0.0007644464,0.005344835,0.0016312064,0.0019293561,0.0011717883,0.00048424632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011944677,0.00014909901,0.05371393,0.000120909295,0.000018323435,0.00059430127,0.87630916,0.0003047729,0.0053997845,0.0045170123,0.0018351102,0.056918092],"study_design_scores_gemma":[0.00003628686,0.00051937875,0.17812774,0.00021719566,0.00006919359,0.00045356437,0.67314255,0.0010692285,0.003278309,0.0010018956,0.14194886,0.00013592483],"about_ca_topic_score_codex":0.61988074,"about_ca_topic_score_gemma":0.7916048,"teacher_disagreement_score":0.38011926,"about_ca_system_score_codex":0.014316519,"about_ca_system_score_gemma":0.014611241,"threshold_uncertainty_score":0.76471573},"labels":[],"label_agreement":null},{"id":"W7017460166","doi":"","title":"Au revoir Vancouver – en route pour Ottawa!","year":2020,"lang":"fr","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Work (physics); Product (mathematics)","score_opus":0.011196536886504398,"score_gpt":0.19894448708426882,"score_spread":0.1877479501977644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017460166","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024993759,0.031277273,0.0020165609,0.08544047,0.0176635,0.00029406982,0.016969124,0.0010327927,0.82031244],"genre_scores_gemma":[0.015198427,0.0037432422,0.000926482,0.0026379027,0.00011702357,0.000030883675,0.0016022127,0.000286791,0.9754571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988059,0.000096351,0.000036116984,0.00018874598,0.0005515895,0.0003212613],"domain_scores_gemma":[0.9977093,0.00007325931,0.00005764256,0.000122592,0.0013109556,0.00072627637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000765888,0.00085222634,0.00053357636,0.0013316071,0.009864474,0.0074654007,0.0009961653,0.0023805425,0.23411284],"category_scores_gemma":[0.001989152,0.0005389803,0.000436716,0.0023868561,0.0019161599,0.0021647862,0.0034896468,0.0031238105,0.05504558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019345403,0.00004191317,0.0042056832,0.00040329437,0.000029777857,0.0007313524,0.002010248,0.00017328378,0.002226947,0.013552071,0.87787163,0.0985603],"study_design_scores_gemma":[0.0000031676282,0.0000062140753,0.0018220561,0.00007788383,0.0000024889616,0.000037140442,0.0008989874,0.000011122906,0.00018356986,0.00024462971,0.99670166,0.000011046697],"about_ca_topic_score_codex":0.85617507,"about_ca_topic_score_gemma":0.97079694,"teacher_disagreement_score":0.23411284,"about_ca_system_score_codex":0.016071998,"about_ca_system_score_gemma":0.03379289,"threshold_uncertainty_score":0.7831855},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Variety (cybernetics); Identification (biology); Perspective (graphical); Context (archaeology)","score_opus":0.007021486643560212,"score_gpt":0.15129619527012478,"score_spread":0.14427470862656458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018040152","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008899928,0.0070535582,0.0034419924,0.021654816,0.002727037,0.0017123694,0.020625684,0.0013620104,0.9325227],"genre_scores_gemma":[0.010789405,0.00074916135,0.0019184602,0.0014921987,0.00007213418,0.00025319602,0.0018077168,0.0001689676,0.9827488],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974764,0.00020400548,0.00012506622,0.00020055882,0.0014102379,0.000583628],"domain_scores_gemma":[0.9905511,0.0011963078,0.00030129318,0.0008375132,0.005717314,0.0013963113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00272646,0.0005232662,0.00032714766,0.00183782,0.006204587,0.0048951404,0.0012728397,0.0031450894,0.14716691],"category_scores_gemma":[0.01047215,0.0009885051,0.00039201393,0.0028976914,0.0013172406,0.0025718806,0.0025724862,0.0024168303,0.026529305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000940129,0.00005479145,0.0007224189,0.0002038265,0.0000059459985,0.00013745055,0.0011813499,0.00016758684,0.0007376459,0.0466366,0.89360577,0.05645248],"study_design_scores_gemma":[0.000007805724,0.000007064141,0.002085568,0.0000475477,0.000002329915,0.000025569658,0.00043425077,0.00003374229,0.00023387956,0.00065973226,0.99645126,0.000011274737],"about_ca_topic_score_codex":0.71729803,"about_ca_topic_score_gemma":0.83488816,"teacher_disagreement_score":0.28270197,"about_ca_system_score_codex":0.014252112,"about_ca_system_score_gemma":0.06883639,"threshold_uncertainty_score":0.5687337},"labels":[],"label_agreement":null},{"id":"W7023989825","doi":"","title":"Proyecto de estructura portante, instalación de agua fría y agua caliente sanitaria, instalación de evacuación de aguas pluviales y residuales y certificación energética para un hipermercado con una superficie construida de 3200 m2 situado en Valencia","year":2022,"lang":"es","type":"dissertation","venue":"RiuNet (Politechnical University of Valencia)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sinkhole; Environmental history; Nova scotia; Urban planning","score_opus":0.009396167668706115,"score_gpt":0.23903637601891659,"score_spread":0.22964020835021048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023989825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88461035,0.0045061284,0.0388082,0.0017951633,0.00028980587,0.00040629265,0.0014058658,0.0005570745,0.06762112],"genre_scores_gemma":[0.93635035,0.0042065596,0.023890922,0.00038297544,0.00004144027,0.00016665683,0.00093044003,0.00014149377,0.033889275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907625,0.00013437642,0.00003343385,0.000161495,0.0004467416,0.00014764669],"domain_scores_gemma":[0.9990061,0.0001986624,0.00021512837,0.00006438255,0.00041548585,0.00010036057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066416,0.0006613015,0.00038482033,0.0006817615,0.00088411174,0.001788764,0.0008197477,0.00073239865,0.0076437653],"category_scores_gemma":[0.0012447069,0.00028252794,0.00068121165,0.0005701554,0.00057721743,0.0011126947,0.0011593075,0.00073636643,0.0012575598],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014692935,0.001082759,0.13532248,0.0034732898,0.0002797926,0.00081242836,0.00330791,0.01331876,0.38144374,0.007815804,0.01088664,0.44078708],"study_design_scores_gemma":[0.00006762652,0.0064223874,0.42089617,0.0010698854,0.00061466754,0.0006224711,0.010834302,0.018005127,0.33682722,0.0046323705,0.1997376,0.00027016745],"about_ca_topic_score_codex":0.021963378,"about_ca_topic_score_gemma":0.056527264,"teacher_disagreement_score":0.021963378,"about_ca_system_score_codex":0.0014854734,"about_ca_system_score_gemma":0.0024794445,"threshold_uncertainty_score":0.04367107},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurovascular bundle; Revascularization; Stroke (engine); Groin; Occlusion; Ischemia; Ischemic stroke; Fibrinolytic agent; Thrombolysis","score_opus":0.018947578232976246,"score_gpt":0.21714367393410072,"score_spread":0.19819609570112448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026448947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98777825,0.007178478,0.00061923085,0.00028794448,0.000042317934,0.00029897774,0.00019985317,0.000022623524,0.003572347],"genre_scores_gemma":[0.9949373,0.0028347403,0.00072355574,0.00027672955,0.00011660971,0.0002000458,0.0003887163,0.0000025654392,0.0005197089],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978715,0.000077004945,0.000025605494,0.000022354114,0.00003319904,0.00005464688],"domain_scores_gemma":[0.99960536,0.00009176252,0.00014307708,0.000013295277,0.000021848786,0.0001246286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002567346,0.00039797914,0.0004254516,0.0002482696,0.00034669624,0.00026034846,0.0001624544,0.00021082898,0.0019038989],"category_scores_gemma":[0.00068809994,0.00008509523,0.00020737115,0.00031292354,0.00027786085,0.00012187531,0.00023575225,0.00047448798,0.0003370958],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012697649,0.00337547,0.6638806,0.0013209716,0.00038511987,0.005126884,0.00025307422,0.00080483477,0.014257418,0.00020502559,0.0030540351,0.2946389],"study_design_scores_gemma":[0.0024393809,0.023429226,0.95280755,0.0002784802,0.00021095856,0.012383946,0.00011930885,0.00065719505,0.0026604754,0.00022642655,0.0047656023,0.000021502672],"about_ca_topic_score_codex":0.00079910376,"about_ca_topic_score_gemma":0.0021908558,"teacher_disagreement_score":0.0019038989,"about_ca_system_score_codex":0.00033615675,"about_ca_system_score_gemma":0.0009104979,"threshold_uncertainty_score":0.0063691735},"labels":[],"label_agreement":null},{"id":"W7027283105","doi":"","title":"Canadian sustainable city approaches and their opportunities for the Dutch situation","year":2019,"lang":"en","type":"dissertation","venue":"Data Archiving and Networked Services (DANS)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainable development; Work (physics); Urban planning; Government (linguistics)","score_opus":0.04946078791085377,"score_gpt":0.21822480797406993,"score_spread":0.16876402006321617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027283105","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06352618,0.015233445,0.002513049,0.04150614,0.0007510216,0.000084602085,0.0012873836,0.00007193046,0.87502617],"genre_scores_gemma":[0.5871127,0.018694133,0.0053978316,0.0017942598,0.000095080366,0.000085763466,0.0006643002,0.00014303395,0.38601288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976242,0.0003144369,0.00004092234,0.00019193137,0.00090511463,0.0009234133],"domain_scores_gemma":[0.99891233,0.00014390824,0.0000445255,0.000045703884,0.00050341996,0.00035004187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015968317,0.0005147515,0.0002939437,0.0017814127,0.013917049,0.013992959,0.0012731968,0.001462094,0.023979729],"category_scores_gemma":[0.0028094451,0.0003498164,0.00032959608,0.006089906,0.0057173236,0.0024195218,0.003428631,0.0017930663,0.00085337047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008243216,0.000048930488,0.0027532852,0.00025246476,0.000022208309,0.00041566708,0.023280011,0.0017599209,0.0004903382,0.79574275,0.09354867,0.081603296],"study_design_scores_gemma":[0.000008777468,0.00000891163,0.006846583,0.00016856131,0.000017527795,0.000065382344,0.02946787,0.0005521454,0.00035870928,0.016826963,0.94563085,0.00004779972],"about_ca_topic_score_codex":0.99204504,"about_ca_topic_score_gemma":0.99724257,"teacher_disagreement_score":0.15301166,"about_ca_system_score_codex":0.15301166,"about_ca_system_score_gemma":0.15526749,"threshold_uncertainty_score":0.9823864},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Temporalities; Temporality; Journalism; Climate change; Negotiation; Politics; Inscribed figure; Climate justice","score_opus":0.008873089180683599,"score_gpt":0.2092157607512806,"score_spread":0.200342671570597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031855653","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022112555,0.0010784212,0.0009348372,0.0018060534,0.007347474,0.00009874174,0.006269871,0.00166118,0.9805822],"genre_scores_gemma":[0.0006920333,0.00078772556,0.00053422764,0.0003722102,0.00087041897,0.00007131144,0.0030920648,0.0009839482,0.9925962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992766,0.0000911672,0.00005361979,0.000110311055,0.00039637423,0.00007199357],"domain_scores_gemma":[0.9967039,0.000842476,0.00016515159,0.00034885659,0.0011123484,0.00082727533],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009824109,0.00096530555,0.0008476219,0.002819769,0.0015714759,0.010780925,0.0012939402,0.0015114321,0.92486674],"category_scores_gemma":[0.006465974,0.00045397933,0.0005816289,0.004393986,0.00062613154,0.00413938,0.0032831065,0.0017684478,0.87078655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012613409,0.000010002837,0.000039071554,0.00013648567,0.0000014511626,0.00002038927,0.000035995057,0.000029514424,0.00010415277,0.001708462,0.92038107,0.077520885],"study_design_scores_gemma":[0.0000027929955,0.0000041067888,0.00010887212,0.00006544283,5.5333675e-7,0.000022335986,0.000028560942,0.000010517239,0.000027920782,0.00024102883,0.99948525,0.0000026271841],"about_ca_topic_score_codex":0.0015754993,"about_ca_topic_score_gemma":0.002540252,"teacher_disagreement_score":0.075133264,"about_ca_system_score_codex":0.0008476453,"about_ca_system_score_gemma":0.0013264612,"threshold_uncertainty_score":0.107168496},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Celiac Association","keywords":"Header; Action (physics); Key (lock); Context (archaeology); Proposition","score_opus":0.00920435308920655,"score_gpt":0.16140361285375762,"score_spread":0.15219925976455106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032854385","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056543155,0.0030832018,0.0019207328,0.047547366,0.02229029,0.00042788035,0.0060667763,0.0010143534,0.91708404],"genre_scores_gemma":[0.0023532324,0.0015560666,0.0009874689,0.019466672,0.0033447242,0.0004380632,0.001608048,0.0003925736,0.96985304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975503,0.00028028362,0.0002577024,0.00026492597,0.0013163814,0.00033042434],"domain_scores_gemma":[0.9963051,0.0012542221,0.00015851611,0.00036736397,0.0017269057,0.00018788059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039219833,0.0010909582,0.0010495441,0.0026131547,0.005148313,0.010435918,0.0031305605,0.008708565,0.16874386],"category_scores_gemma":[0.015924301,0.0014824288,0.0011782655,0.0027990271,0.0018642968,0.008124494,0.0029580407,0.011889428,0.13332155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014858325,0.00002362457,0.000040755574,0.00007125796,0.0000017698854,0.000019736131,0.000104731225,0.000041006806,0.00008233558,0.013314918,0.979572,0.006713066],"study_design_scores_gemma":[0.000015067482,0.000010379488,0.0003735823,0.00012426075,0.000005774494,0.000014274656,0.0001397769,0.00003269066,0.000094502124,0.00351289,0.99566215,0.000014594855],"about_ca_topic_score_codex":0.05708391,"about_ca_topic_score_gemma":0.09753601,"teacher_disagreement_score":0.16874386,"about_ca_system_score_codex":0.0056041176,"about_ca_system_score_gemma":0.008626425,"threshold_uncertainty_score":0.5645045},"labels":[],"label_agreement":null},{"id":"W7032981019","doi":"","title":"Pink Car Service launches in Calgary, Cochrane and Airdrie (cont.)","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Postal service; Key (lock); Service provider","score_opus":0.005396591123191226,"score_gpt":0.1779864534391625,"score_spread":0.1725898623159713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032981019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004649619,0.0052086646,0.00029486572,0.008522367,0.006684086,0.00016819766,0.006288748,0.00060160586,0.9675818],"genre_scores_gemma":[0.004854723,0.0018761839,0.00015238386,0.00086303556,0.00016219413,0.000030164942,0.0010099482,0.00024944078,0.990802],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999665,0.000024193596,0.000006433681,0.000033590633,0.0001383019,0.00013243621],"domain_scores_gemma":[0.99933344,0.00006771365,0.000027189899,0.00001950882,0.00022248105,0.00032958615],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036000938,0.000835585,0.00031576637,0.000856537,0.0050847265,0.0027142123,0.00064946606,0.0014377581,0.32016322],"category_scores_gemma":[0.0011566377,0.00051672274,0.00031643812,0.0015972789,0.00079593924,0.001541468,0.0023305493,0.0025312474,0.09594336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027108981,0.000013951474,0.00030647,0.00008007247,0.0000012291501,0.00017807834,0.00034865714,0.000034908684,0.00013598875,0.00103688,0.9825873,0.015249377],"study_design_scores_gemma":[0.0000018965703,0.0000037143811,0.001372644,0.000026964328,5.9604173e-7,0.00001799124,0.00057635753,0.0000065847044,0.000045130273,0.0000339789,0.99791116,0.000002904456],"about_ca_topic_score_codex":0.28937852,"about_ca_topic_score_gemma":0.63104373,"teacher_disagreement_score":0.67983675,"about_ca_system_score_codex":0.0035145965,"about_ca_system_score_gemma":0.0075687976,"threshold_uncertainty_score":0.9697046},"labels":[],"label_agreement":null},{"id":"W7037118416","doi":"","title":"Design a Custom Kelowna Homes For Sale That Loves the Planet","year":2024,"lang":"en","type":"other","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Planet; Work (physics); Communications satellite; Launched","score_opus":0.018902469781377128,"score_gpt":0.21106356030047255,"score_spread":0.1921610905190954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037118416","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00597019,0.00008214387,0.012608716,0.001051753,0.00019472282,0.00008580786,0.00032064188,0.0014923419,0.97819376],"genre_scores_gemma":[0.017250432,0.000101272766,0.009301239,0.00034218078,0.000015155382,0.00003718798,0.00023222834,0.0006702127,0.97205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997652,0.000030938034,0.0000035376124,0.00002632296,0.0001368901,0.00003696969],"domain_scores_gemma":[0.99977416,0.000024360212,0.000007654638,0.00002986247,0.000106766944,0.00005719812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003078866,0.00046708196,0.000114335875,0.00046057123,0.0018340051,0.0016682764,0.0005708242,0.0011644508,0.25593048],"category_scores_gemma":[0.0005506948,0.00028015114,0.00022017914,0.00033818264,0.00049229234,0.0016488376,0.001305733,0.000827249,0.08029315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008065228,0.0002593717,0.0015863847,0.00016819319,0.000005630235,0.00045669978,0.0009784765,0.001028758,0.008178705,0.035116225,0.7216523,0.23048855],"study_design_scores_gemma":[0.000019363175,0.00003630679,0.0008359457,0.000030137931,0.0000049083765,0.00028375987,0.00089505943,0.0012507704,0.0020015887,0.0033197536,0.9913111,0.000011410804],"about_ca_topic_score_codex":0.0066132247,"about_ca_topic_score_gemma":0.045534387,"teacher_disagreement_score":0.25593048,"about_ca_system_score_codex":0.00085207535,"about_ca_system_score_gemma":0.0007760042,"threshold_uncertainty_score":0.85617274},"labels":[],"label_agreement":null},{"id":"W7042363256","doi":"","title":"Opening remarks, Neal Overstrom","year":2018,"lang":"en","type":"article","venue":"Digital Commons - RISD (Rhode Island School of Design)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"TSG101; Nucleofection; Articular cartilage damage; Limiting; Filter (signal processing); Pretext","score_opus":0.015848667059315924,"score_gpt":0.22367979831896043,"score_spread":0.2078311312596445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042363256","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015357857,0.022517186,0.0010656369,0.8486278,0.08493864,0.00003367283,0.00014311027,0.00012261586,0.041015554],"genre_scores_gemma":[0.026520062,0.018679246,0.002246589,0.5980333,0.038970064,0.00014861478,0.0001413341,0.00032218138,0.3149386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804235,0.00054203055,0.00010948268,0.00041307101,0.00070993206,0.00018315815],"domain_scores_gemma":[0.996375,0.001108961,0.00013764942,0.00019115067,0.0014656318,0.0007215816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003080589,0.0007939023,0.00056028366,0.0005565847,0.0046972553,0.0051775556,0.0013993791,0.0046841227,0.014984891],"category_scores_gemma":[0.0106837535,0.0003137962,0.00055164465,0.0004876065,0.0026302114,0.0046628052,0.0023980034,0.013060241,0.007871548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010386748,0.000020810707,0.000108889,0.000033788936,0.000002871698,0.00010021752,0.00062055956,0.00004024949,0.000080969294,0.0064211315,0.98495066,0.0076094824],"study_design_scores_gemma":[0.0000021510648,0.0000067324218,0.00009183846,0.00006104909,0.0000014668719,0.00012262489,0.0009413603,0.000026962143,0.00004556321,0.0013273417,0.99736613,0.000006717197],"about_ca_topic_score_codex":0.007274077,"about_ca_topic_score_gemma":0.013728613,"teacher_disagreement_score":0.014984891,"about_ca_system_score_codex":0.0024699066,"about_ca_system_score_gemma":0.002201135,"threshold_uncertainty_score":0.050129414},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.012920696246394725,"score_gpt":0.20228286503612716,"score_spread":0.18936216878973244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067717447","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04752954,0.0019989128,0.0027566932,0.034005575,0.023214525,0.00035246924,0.0014037684,0.00077271095,0.88796586],"genre_scores_gemma":[0.107900664,0.0019782886,0.002050541,0.0031574864,0.0023792726,0.00014005703,0.0009614992,0.00042779578,0.8810043],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9967084,0.00049115735,0.00013187814,0.00028851273,0.002031301,0.00034872224],"domain_scores_gemma":[0.9793211,0.0013012363,0.000779163,0.0014578417,0.015539409,0.0016013496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018645427,0.0003601419,0.0005740331,0.0008212262,0.0050414633,0.003528458,0.00075422524,0.00190786,0.1400187],"category_scores_gemma":[0.012307387,0.0003875025,0.00025198076,0.00081787625,0.0017361599,0.0022836798,0.0015421293,0.0012852296,0.06421116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008134684,0.000068013156,0.0035282697,0.00048707763,0.000013090434,0.00034516436,0.0010689808,0.0001244535,0.0040902146,0.012574081,0.84490204,0.13271745],"study_design_scores_gemma":[0.000007504948,0.000019991217,0.0065478333,0.000070518494,0.000009069753,0.00025346488,0.0010487725,0.000058750513,0.0010630148,0.0011285897,0.9897775,0.000015001975],"about_ca_topic_score_codex":0.0060767327,"about_ca_topic_score_gemma":0.020273164,"teacher_disagreement_score":0.1400187,"about_ca_system_score_codex":0.00095601694,"about_ca_system_score_gemma":0.003619255,"threshold_uncertainty_score":0.46840924},"labels":[],"label_agreement":null},{"id":"W7095443458","doi":"","title":"The City of Calgary is","year":2015,"lang":"en","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Work (physics); Government (linguistics)","score_opus":0.0213856198787207,"score_gpt":0.20776261579160274,"score_spread":0.18637699591288204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095443458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08391142,0.021658411,0.0031439662,0.08191571,0.014069158,0.0005096724,0.0034081344,0.0015541277,0.78982955],"genre_scores_gemma":[0.20177086,0.01585746,0.009212494,0.017430259,0.00079457194,0.00016441451,0.0026527338,0.00041063962,0.7517066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987016,0.00012318093,0.000029229504,0.00020423444,0.00047670898,0.00046499525],"domain_scores_gemma":[0.99721706,0.00023341866,0.00012726507,0.00021346878,0.0010092258,0.0011993903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006545509,0.00094019156,0.00071433705,0.0011248098,0.01042787,0.008315999,0.00216257,0.0027617903,0.050303917],"category_scores_gemma":[0.0026601295,0.0006247551,0.00052852,0.0022060783,0.0025387784,0.0011771321,0.0058467393,0.0035047925,0.0058381343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024796673,0.0002035405,0.026676511,0.0011238949,0.00015867708,0.0032375262,0.0030266382,0.0011319756,0.0036431048,0.01826911,0.6175873,0.32469377],"study_design_scores_gemma":[0.000033809312,0.00007336177,0.028406328,0.00027969104,0.000034935932,0.00027102616,0.004755601,0.00016819652,0.0007045354,0.0009699436,0.9642536,0.000049016744],"about_ca_topic_score_codex":0.65814734,"about_ca_topic_score_gemma":0.9000604,"teacher_disagreement_score":0.94969606,"about_ca_system_score_codex":0.010937189,"about_ca_system_score_gemma":0.043988112,"threshold_uncertainty_score":0.6877318},"labels":[],"label_agreement":null},{"id":"W7095837230","doi":"","title":"Under the supervision","year":2003,"lang":"en","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Product (mathematics); Focus (optics); Product design; New product development","score_opus":0.009774835680153013,"score_gpt":0.1887814800881983,"score_spread":0.1790066444080453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095837230","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041424822,0.0027672993,0.06122072,0.08331796,0.031308237,0.0071531697,0.083575666,0.012122432,0.6771097],"genre_scores_gemma":[0.16046673,0.0006058452,0.017367786,0.0060487012,0.002592039,0.0028350085,0.013955644,0.0025394002,0.7935889],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99151236,0.0011321885,0.00061060337,0.0020350222,0.0030500572,0.0016597589],"domain_scores_gemma":[0.9508984,0.0024449448,0.0024388295,0.006529946,0.02593944,0.011748344],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0077279983,0.0007712499,0.0022965665,0.002319834,0.002256042,0.0057303174,0.003081554,0.0024989839,0.4721877],"category_scores_gemma":[0.02446444,0.0006293335,0.0006624603,0.0017042316,0.0013965326,0.0015491474,0.003585517,0.0025694,0.18994607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011703176,0.00037763186,0.01023397,0.0007822237,0.00010000152,0.000980959,0.0017544279,0.0007195264,0.0055240947,0.012433333,0.81698316,0.1489404],"study_design_scores_gemma":[0.00019650634,0.00009503685,0.0059312647,0.00025762932,0.000040640105,0.00043860334,0.0007711506,0.0031371797,0.0023138975,0.0015969934,0.9851886,0.000032606982],"about_ca_topic_score_codex":0.031752493,"about_ca_topic_score_gemma":0.04026984,"teacher_disagreement_score":0.5278123,"about_ca_system_score_codex":0.005718869,"about_ca_system_score_gemma":0.03087837,"threshold_uncertainty_score":0.7528602},"labels":[],"label_agreement":null},{"id":"W7100440806","doi":"","title":"1.0 EXECUTIVE SUMMARY","year":2002,"lang":"en","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Executive summary; Order (exchange); Market research; Marketing plan; Strengths and weaknesses; Plan (archaeology); Focus group; Process (computing)","score_opus":0.011483417781374121,"score_gpt":0.17100920814683207,"score_spread":0.15952579036545794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100440806","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071555976,0.0072118333,0.0010817023,0.02639146,0.040021826,0.001175625,0.014894538,0.0015730333,0.9069344],"genre_scores_gemma":[0.0024547204,0.004413988,0.0004416428,0.005143615,0.003759424,0.00046166923,0.007612423,0.00030511242,0.9754074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703825,0.00032575784,0.00020486827,0.0003706757,0.0016584134,0.0004020271],"domain_scores_gemma":[0.990533,0.0006207348,0.00044978855,0.0007524872,0.0066504525,0.0009935864],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030154567,0.0008633828,0.0007519055,0.0031159755,0.0015892378,0.008561094,0.0025713462,0.0032566306,0.5448665],"category_scores_gemma":[0.013569054,0.0004838832,0.0005821347,0.0031250876,0.00047694874,0.0040369807,0.0019454892,0.0024473579,0.5602096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002138332,0.000013662711,0.00012421564,0.0002061575,0.0000016026237,0.000019587997,0.000021424,0.000026042453,0.00009757881,0.00224692,0.9555142,0.041707266],"study_design_scores_gemma":[0.0000032324376,0.000009608987,0.00035792298,0.00015860479,0.0000013498122,0.000009820566,0.000029018924,0.000011166453,0.000034786033,0.00019468373,0.9991868,0.0000029023836],"about_ca_topic_score_codex":0.0061623855,"about_ca_topic_score_gemma":0.0038459932,"teacher_disagreement_score":0.4551335,"about_ca_system_score_codex":0.0023086832,"about_ca_system_score_gemma":0.0072693513,"threshold_uncertainty_score":0.6491927},"labels":[],"label_agreement":null},{"id":"W7119375696","doi":"","title":"Naturkontakt","year":2025,"lang":"da","type":"article","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"","score_opus":0.020160469165458734,"score_gpt":0.24482872727324315,"score_spread":0.2246682581077844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119375696","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033032112,0.012718944,0.004529281,0.0023906736,0.008141711,0.00014793887,0.012768871,0.0016990668,0.9543004],"genre_scores_gemma":[0.016515056,0.00693876,0.00627772,0.00078003935,0.00056177564,0.00014860452,0.010657051,0.001185424,0.9569355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994398,0.00006069063,0.000036723137,0.000106967855,0.00027258234,0.0000833111],"domain_scores_gemma":[0.99975425,0.00002536615,0.000012909117,0.00004928521,0.000098291755,0.000059883016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053236453,0.0009872754,0.0010082028,0.0014306947,0.0024110565,0.004393859,0.00098021,0.0012087253,0.46931303],"category_scores_gemma":[0.00077344576,0.0003787659,0.00064199493,0.0018298032,0.0006622252,0.0016464657,0.002849384,0.0019252535,0.27901536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012935666,0.00007082369,0.00036984068,0.0007573491,0.000030788873,0.00038052973,0.00044017448,0.0006178375,0.003117821,0.025573831,0.55699587,0.41151592],"study_design_scores_gemma":[0.000005833495,0.000009209649,0.00016131492,0.000057336616,0.0000034349255,0.00012043725,0.0000455492,0.000033046414,0.00016938662,0.00086461764,0.9985258,0.0000039937136],"about_ca_topic_score_codex":0.012507385,"about_ca_topic_score_gemma":0.022492126,"teacher_disagreement_score":0.46931303,"about_ca_system_score_codex":0.0014549162,"about_ca_system_score_gemma":0.0018348946,"threshold_uncertainty_score":0.7569606},"labels":[],"label_agreement":null},{"id":"W7125578851","doi":"10.21827/virtus.32.143-154","title":"Duivenvoorde op wielen. Rijtuigen en automobielen op een Voorschotens buiten","year":2025,"lang":"","type":"article","venue":"Virtus | Journal of Nobility Studies","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Welding; Work (physics); Closure (psychology)","score_opus":0.014282747830044745,"score_gpt":0.3024465194967445,"score_spread":0.28816377166669976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125578851","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047325533,0.013872504,0.07491611,0.013927058,0.004615909,0.0001732491,0.0016715871,0.00079196465,0.84270614],"genre_scores_gemma":[0.37191516,0.010806025,0.035364028,0.0021149004,0.0004529599,0.00024579678,0.0010422823,0.001924418,0.57613444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574345,0.0012675293,0.00020378355,0.0005571924,0.001730547,0.0004974848],"domain_scores_gemma":[0.99870193,0.0004909614,0.00012653158,0.0002265027,0.00030911688,0.0001449501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001764217,0.0012929012,0.0007344703,0.0014309734,0.0031386362,0.012719629,0.0015257522,0.0026871955,0.074335694],"category_scores_gemma":[0.0068630236,0.00090947916,0.0007871932,0.0015678968,0.0051831566,0.006697094,0.006282405,0.00394279,0.016189856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025175762,0.0002817411,0.0015808064,0.0010305641,0.000116540396,0.0008277594,0.0150697995,0.003930331,0.0068807774,0.72900206,0.05418591,0.18684195],"study_design_scores_gemma":[0.000015686806,0.000034801204,0.00061197457,0.00048475715,0.000026221896,0.00025131655,0.0035114333,0.00073641905,0.0026796286,0.0690817,0.92251635,0.0000497644],"about_ca_topic_score_codex":0.018963665,"about_ca_topic_score_gemma":0.038110036,"teacher_disagreement_score":0.074335694,"about_ca_system_score_codex":0.0033564619,"about_ca_system_score_gemma":0.0035943403,"threshold_uncertainty_score":0.24867767},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"","score_opus":0.0282024093606695,"score_gpt":0.34423434869524017,"score_spread":0.3160319393345707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132289396","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011696225,0.010472261,0.003082112,0.121794574,0.022497758,0.000065838714,0.0056314273,0.0027686968,0.8219911],"genre_scores_gemma":[0.05257923,0.0047261235,0.003173865,0.012354571,0.0012896055,0.00006843098,0.003058363,0.0025359194,0.92021376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99415004,0.0012045463,0.00026831144,0.00063318084,0.0025214916,0.001222462],"domain_scores_gemma":[0.9972458,0.0003613445,0.00017520809,0.00034326772,0.00094014825,0.00093433046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045166356,0.0009199029,0.0012301028,0.0014354481,0.0049382406,0.02467562,0.0012743511,0.005279829,0.23187453],"category_scores_gemma":[0.007951388,0.0008256256,0.0007071091,0.0016782633,0.0022700473,0.00884172,0.009187151,0.0062886383,0.16666025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019461261,0.0001507563,0.0013326446,0.00034059313,0.000025466563,0.00033978253,0.0027626879,0.00012979125,0.0011196629,0.04872039,0.8444028,0.1004809],"study_design_scores_gemma":[0.0000042177307,0.000008762467,0.00031907714,0.0001284543,0.0000027685255,0.00006626711,0.0011802755,0.000021560263,0.0002270048,0.0013590677,0.9966695,0.000013040943],"about_ca_topic_score_codex":0.009698437,"about_ca_topic_score_gemma":0.015363834,"teacher_disagreement_score":0.23187453,"about_ca_system_score_codex":0.0036926426,"about_ca_system_score_gemma":0.007192068,"threshold_uncertainty_score":0.7756976},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Agency (philosophy); Set (abstract data type)","score_opus":0.009524436767272711,"score_gpt":0.20694120356447734,"score_spread":0.19741676679720463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132301389","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03250131,0.04167103,0.005152676,0.4047177,0.00776586,0.000041666277,0.00075242494,0.00019697256,0.5072003],"genre_scores_gemma":[0.5087504,0.03411366,0.0040953555,0.035207503,0.001633194,0.00005067823,0.00056238874,0.0003475262,0.41523942],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978143,0.00048811414,0.000113935144,0.00020449326,0.0009798887,0.0003992345],"domain_scores_gemma":[0.99716526,0.0006637698,0.00020250728,0.0001604524,0.0013794191,0.0004285121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020173513,0.00057633454,0.00039025862,0.0010121048,0.0055075916,0.008618779,0.0007182981,0.0033845487,0.022937113],"category_scores_gemma":[0.0066589885,0.00022948177,0.00035954962,0.0022772287,0.005542797,0.004142243,0.0019774286,0.003440969,0.0044367276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054201075,0.000072327566,0.006574955,0.0005015336,0.00002946926,0.0006224321,0.011683784,0.0006537858,0.0014025633,0.34613335,0.44217184,0.19009979],"study_design_scores_gemma":[0.0000019882175,0.000012116518,0.0041248268,0.00036494745,0.000009193978,0.00020005043,0.012270884,0.00009128952,0.000353192,0.012815969,0.96972984,0.000025626536],"about_ca_topic_score_codex":0.23234747,"about_ca_topic_score_gemma":0.45936382,"teacher_disagreement_score":0.23234747,"about_ca_system_score_codex":0.00874204,"about_ca_system_score_gemma":0.011512549,"threshold_uncertainty_score":0.46199018},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"","score_opus":0.07836177142422793,"score_gpt":0.2636147205695239,"score_spread":0.18525294914529597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133102845","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000765894,0.0027357251,0.0007094733,0.008377148,0.002968667,0.000033055723,0.00044798478,0.0008049781,0.983157],"genre_scores_gemma":[0.0013263894,0.0008635418,0.00021530152,0.00076942897,0.00016708717,0.000007876889,0.00013545399,0.00018261935,0.9963322],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99867934,0.00014460538,0.000038319537,0.00017443237,0.00076403946,0.00019922493],"domain_scores_gemma":[0.9981256,0.00020516604,0.0000735869,0.0003532441,0.0006961194,0.0005463412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010435092,0.00089285075,0.0005578192,0.0035626546,0.0049203224,0.013353986,0.0011950668,0.0026530733,0.49537623],"category_scores_gemma":[0.0029978799,0.0004988415,0.0005455849,0.0042320397,0.001321802,0.005608504,0.005410817,0.0030281185,0.34530708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026558298,0.000055907065,0.00020524394,0.00010342256,0.00000383218,0.0000595047,0.0003121017,0.000061908926,0.00033756864,0.026844142,0.8236513,0.1483384],"study_design_scores_gemma":[0.0000013210154,0.0000024371427,0.00014355057,0.000032872576,0.0000011263179,0.000016672535,0.00014637598,0.000015278712,0.0001027007,0.0015790676,0.9979559,0.0000026495409],"about_ca_topic_score_codex":0.007523648,"about_ca_topic_score_gemma":0.027621357,"teacher_disagreement_score":0.49537623,"about_ca_system_score_codex":0.0027858366,"about_ca_system_score_gemma":0.0064149504,"threshold_uncertainty_score":0.71978456},"labels":[],"label_agreement":null},{"id":"W7133413737","doi":"","title":"Marketing, Export Of Leather Footwear In Canada","year":2016,"lang":"es","type":"article","venue":"Universidad Industrial de Santander","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Spanish Civil War; International market","score_opus":0.01365123152857761,"score_gpt":0.18804961279292315,"score_spread":0.17439838126434554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133413737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674327,0.0011196976,0.00008936406,0.000948637,0.000012859279,0.00005450123,0.0025502187,0.000015381504,0.027776668],"genre_scores_gemma":[0.9784953,0.0013092494,0.00020594429,0.00018228659,0.0000046876294,0.000011315889,0.0010683163,0.000010430961,0.01871255],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996791,0.00001518279,0.000008210529,0.000041206684,0.00011489106,0.00014139836],"domain_scores_gemma":[0.9993057,0.00004839068,0.00008970736,0.000012701013,0.00035604858,0.00018741608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018063997,0.00024696172,0.00014840852,0.0018915344,0.0045901276,0.0028474794,0.00052769715,0.00036436474,0.0068334695],"category_scores_gemma":[0.0007880128,0.00019216482,0.00023836279,0.00464578,0.0009031159,0.0006767026,0.0006787783,0.0005605729,0.00040713314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039403109,0.00026667502,0.8958995,0.00031210593,0.000075531985,0.0033963083,0.019703,0.0010427942,0.0045325872,0.006883804,0.010011136,0.05748242],"study_design_scores_gemma":[0.000009097985,0.000034843397,0.946805,0.00008842242,0.00001836328,0.00026499305,0.027540904,0.000602,0.0006234126,0.0001862348,0.023800306,0.000026297035],"about_ca_topic_score_codex":0.99669504,"about_ca_topic_score_gemma":0.9986915,"teacher_disagreement_score":0.04001028,"about_ca_system_score_codex":0.04001028,"about_ca_system_score_gemma":0.039148632,"threshold_uncertainty_score":0.29029626},"labels":[],"label_agreement":null},{"id":"W7134272286","doi":"10.21606/drslxd.2025.017","title":"Discoverability, availability, circularity: an upcycling design workshop","year":2025,"lang":"","type":"article","venue":"","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Process (computing); Quality (philosophy); Industrial design; Engineering design process; Design process; Design education","score_opus":0.03292740625794577,"score_gpt":0.2818026495724452,"score_spread":0.24887524331449945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134272286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4865061,0.00070261303,0.36356717,0.01222746,0.0014040327,0.0020235863,0.00022124415,0.0011041302,0.13224348],"genre_scores_gemma":[0.81950074,0.0004893903,0.13241173,0.00092794385,0.00013749099,0.0009338774,0.00020968913,0.00044600686,0.044943165],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98779464,0.008809827,0.0003101791,0.0009169621,0.0013292665,0.0008392082],"domain_scores_gemma":[0.98666537,0.0077589327,0.00042997976,0.0018266063,0.0011435761,0.0021755015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018720195,0.0009602701,0.0004741835,0.0007733057,0.006208993,0.006029017,0.0031141778,0.0025565713,0.007887155],"category_scores_gemma":[0.014594795,0.0006729926,0.0010265425,0.00053395773,0.006619007,0.0047347667,0.008908112,0.003606986,0.0013521333],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013463295,0.0035110675,0.0043784124,0.001609656,0.00009888608,0.00716963,0.57593346,0.011862095,0.03999939,0.16205771,0.035766453,0.15626694],"study_design_scores_gemma":[0.00028848357,0.0025615133,0.0031933486,0.000720282,0.000107415755,0.0019767478,0.18925563,0.011529108,0.029284857,0.05681675,0.70391464,0.0003512156],"about_ca_topic_score_codex":0.0009080717,"about_ca_topic_score_gemma":0.001910035,"teacher_disagreement_score":0.018720195,"about_ca_system_score_codex":0.0024095995,"about_ca_system_score_gemma":0.0032112554,"threshold_uncertainty_score":0.09900302},"labels":[],"label_agreement":null},{"id":"W7135795994","doi":"","title":"Mere (retfærdig) boligskat","year":2016,"lang":"da","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"","score_opus":0.032681256471160075,"score_gpt":0.23368689648032356,"score_spread":0.2010056400091635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135795994","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032416034,0.056637615,0.0107857585,0.037118237,0.04351731,0.00022198398,0.015080494,0.005971309,0.79825133],"genre_scores_gemma":[0.06725592,0.008606004,0.007439336,0.0028250618,0.0016113229,0.00007606005,0.002440787,0.0017205983,0.9080248],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984457,0.00023148717,0.00013567063,0.00044649944,0.0005481187,0.00019258264],"domain_scores_gemma":[0.9991014,0.00018557484,0.000096071344,0.00011424357,0.00025637358,0.00024623272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013733702,0.0012440082,0.0010656726,0.0010471137,0.001533368,0.005611944,0.0011881613,0.002495551,0.35683444],"category_scores_gemma":[0.0023346504,0.0005214911,0.00050442223,0.0006117769,0.00081060163,0.0017997932,0.0042631486,0.0026273846,0.281302],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007371371,0.00022500072,0.0011613318,0.0016468707,0.00007283272,0.0013906959,0.0016930264,0.00089417165,0.0066638053,0.031090133,0.45773786,0.49668702],"study_design_scores_gemma":[0.000021424,0.00004917594,0.0007485924,0.00023521509,0.000012309717,0.00035543577,0.0002710864,0.00011345127,0.0011224996,0.0018276672,0.995223,0.000020125295],"about_ca_topic_score_codex":0.0028110407,"about_ca_topic_score_gemma":0.003890062,"teacher_disagreement_score":0.35683444,"about_ca_system_score_codex":0.0015434361,"about_ca_system_score_gemma":0.0019712725,"threshold_uncertainty_score":0.9173976},"labels":[],"label_agreement":null},{"id":"W7135836504","doi":"","title":"Myten om de bæredygtige inuit","year":2000,"lang":"da","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.023701928161542585,"score_gpt":0.2321170082861313,"score_spread":0.2084150801245887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135836504","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103994474,0.016078122,0.011784047,0.046776503,0.012090887,0.00023878265,0.0041548335,0.0012542958,0.80362797],"genre_scores_gemma":[0.1886505,0.0035099073,0.0052502044,0.003920561,0.00045149983,0.0000921712,0.0012435425,0.0008339933,0.7960476],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99777466,0.00033919173,0.00012600186,0.00038915008,0.0008610431,0.0005100152],"domain_scores_gemma":[0.99928385,0.00013489704,0.00004796765,0.0000711164,0.00023361776,0.00022853442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014297639,0.0008921348,0.0010077347,0.001021362,0.005676442,0.010062258,0.0013388946,0.002772157,0.114609756],"category_scores_gemma":[0.0030454264,0.00062576466,0.00065003696,0.00074305927,0.0021481079,0.0034201662,0.006913768,0.004218145,0.026414592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084581785,0.00059698557,0.008064315,0.0014176021,0.00017719273,0.005204533,0.054642465,0.0010786157,0.015119664,0.28044075,0.32065734,0.31175467],"study_design_scores_gemma":[0.000012919051,0.00003359923,0.0011037611,0.00020421697,0.000014371123,0.000340122,0.0048481408,0.00010843192,0.001007874,0.0036889273,0.9886154,0.00002221534],"about_ca_topic_score_codex":0.03323964,"about_ca_topic_score_gemma":0.05856933,"teacher_disagreement_score":0.114609756,"about_ca_system_score_codex":0.0042616753,"about_ca_system_score_gemma":0.0050743115,"threshold_uncertainty_score":0.38340783},"labels":[],"label_agreement":null},{"id":"W7163620638","doi":"","title":"Grønttorvsgrunden: proposal for a new city district at the Copenhagen wholesale market site in Valby","year":2008,"lang":"da","type":"dissertation","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economic analysis; Real estate","score_opus":0.030455234892543825,"score_gpt":0.2568376704986339,"score_spread":0.22638243560609006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163620638","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31755564,0.0042769182,0.0133470055,0.07657062,0.0148379,0.009438316,0.005881453,0.0019160088,0.5561761],"genre_scores_gemma":[0.068523504,0.00037896933,0.0050437073,0.0032225251,0.00019448338,0.0008161519,0.0012101175,0.00025739908,0.9203531],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967032,0.0003750632,0.00007147285,0.00043508963,0.0006877283,0.0017274457],"domain_scores_gemma":[0.99545884,0.00019162805,0.000060110404,0.0001576835,0.0004973467,0.0036344018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023076544,0.00052835624,0.00051979785,0.000516318,0.012161489,0.01122203,0.0039967783,0.01072924,0.15393439],"category_scores_gemma":[0.0023448742,0.001846139,0.0011140184,0.00070011907,0.0028432182,0.0035926944,0.007876691,0.0068816813,0.025425192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014430274,0.0030690748,0.021590661,0.0013626149,0.00012341508,0.02143505,0.018802175,0.0043716803,0.023030967,0.076230936,0.7364303,0.09211007],"study_design_scores_gemma":[0.00021847009,0.0006198803,0.020076329,0.00018994212,0.000020904783,0.0004370679,0.015574622,0.0006490141,0.0008012412,0.001289407,0.9599783,0.00014484375],"about_ca_topic_score_codex":0.19177827,"about_ca_topic_score_gemma":0.5972108,"teacher_disagreement_score":0.19177827,"about_ca_system_score_codex":0.008408281,"about_ca_system_score_gemma":0.038598906,"threshold_uncertainty_score":0.51496184},"labels":[],"label_agreement":null},{"id":"W7163630095","doi":"","title":"Unicon: a new part of town","year":2008,"lang":"da","type":"dissertation","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Quarter (Canadian coin)","score_opus":0.04398210872643273,"score_gpt":0.25325619107309116,"score_spread":0.20927408234665842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163630095","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016875692,0.0026120387,0.0019684369,0.01761253,0.009822475,0.00046922138,0.0024215493,0.0018613148,0.94635683],"genre_scores_gemma":[0.0145242335,0.00069971726,0.0013937167,0.0012650298,0.00026972746,0.00012115266,0.0012386857,0.00046974956,0.9800181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987612,0.00017735544,0.000039746537,0.00019932033,0.00041618853,0.00040612047],"domain_scores_gemma":[0.99681264,0.00007144444,0.00005456063,0.000243498,0.0003163872,0.002501483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010640225,0.0008681312,0.0004623565,0.0010472379,0.01043193,0.009773612,0.00224953,0.0023483012,0.4024073],"category_scores_gemma":[0.0018517211,0.0005692293,0.00046495884,0.002015749,0.0013194656,0.0052158833,0.010626746,0.0029944612,0.09674956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010670592,0.00013073758,0.0017192325,0.00027032653,0.000006249668,0.0014698737,0.0027183592,0.000089388464,0.0009790723,0.010989153,0.87118596,0.11033497],"study_design_scores_gemma":[0.0000039520237,0.000015108593,0.0010211936,0.000025703843,8.6862474e-7,0.00013229545,0.0013476729,0.00001436313,0.000036835525,0.00017989846,0.9972168,0.0000053439576],"about_ca_topic_score_codex":0.019700797,"about_ca_topic_score_gemma":0.092361294,"teacher_disagreement_score":0.4024073,"about_ca_system_score_codex":0.0033775482,"about_ca_system_score_gemma":0.0064966325,"threshold_uncertainty_score":0.85239345},"labels":[],"label_agreement":null}]}