{"meta":{"query_hash":"23c031c9b41e","filters":{"venue":"Journal of Green Building"},"cohort_total":69,"direct_labels_cover":0,"predictions_cover":69,"exported":69,"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/23c031c9b41e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Green+Building"},"results":[{"id":"W1967109745","doi":"10.3992/jgb.2.2.14","title":"Energy Efficient Sustainable Schools in Canada South","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Sustainable design; Efficient energy use; Engineering; Sustainable living; Green building; Sustainable energy; Sustainability; Windsor; Civil engineering; Business; Ecology","score_opus":0.005373311900662826,"score_gpt":0.20730889596574187,"score_spread":0.20193558406507905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967109745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93240726,0.0007972262,0.06570067,0.00007083137,0.00034973482,0.00005663237,5.5848125e-7,0.000021028998,0.00059606286],"genre_scores_gemma":[0.99762547,0.000015038308,0.0019110977,0.00005578331,0.00016239459,0.0000010979846,1.9669157e-7,0.00002930053,0.00019960114],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99824125,0.000023752766,0.0005759581,0.00009876593,0.00041575427,0.000644511],"domain_scores_gemma":[0.9992929,0.00008920434,0.00014321579,0.0001223917,0.00016045976,0.00019183221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010147723,0.00015666187,0.00027195984,0.00047721883,0.000054200606,0.000042188978,0.0002451625,0.00004939364,0.000016939044],"category_scores_gemma":[0.000045815246,0.00014957711,0.00006649765,0.00050142885,0.000008408114,0.00013204235,0.000037427566,0.00035996293,4.1247043e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072466195,0.00004039665,0.0322132,0.00017940391,0.00009907643,0.004908254,0.00041603047,0.9314749,0.005785492,0.005368391,0.0021480895,0.017294252],"study_design_scores_gemma":[0.012888403,0.00079343596,0.09413083,0.0025553887,0.00029978922,0.0017695591,0.16911022,0.4527274,0.13016239,0.00926154,0.12194936,0.004351694],"about_ca_topic_score_codex":0.2629987,"about_ca_topic_score_gemma":0.06652569,"teacher_disagreement_score":0.47874755,"about_ca_system_score_codex":0.0029601813,"about_ca_system_score_gemma":0.00090900203,"threshold_uncertainty_score":0.95050776},"labels":[],"label_agreement":null},{"id":"W1967495676","doi":"10.3992/jgb.5.1.115","title":"Evaluating Institutional Green Building Policies: A Mixed-Methods Approach","year":2010,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University of Alberta; McMaster University; Pennsylvania State University","keywords":"Green building; Sustainable development; Work (physics); Business; Capacity building; Sustainability; Higher education; Environmental planning; Political science; Engineering; Economic growth; Architectural engineering; Economics; Geography","score_opus":0.033581249986104136,"score_gpt":0.3697031168003028,"score_spread":0.3361218668141987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967495676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6410119,0.0003523528,0.35597646,0.00012611765,0.0013565975,0.00013571038,0.0000025490122,0.00010893398,0.00092937547],"genre_scores_gemma":[0.52437234,0.000021871003,0.47427335,0.000048801176,0.0011482383,0.00000763523,9.826152e-7,0.00004762946,0.000079154976],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972389,0.00016800789,0.00094103283,0.0002490808,0.00075593323,0.0006470503],"domain_scores_gemma":[0.99833435,0.00032470498,0.00036892944,0.00031488575,0.00036093526,0.00029617944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038505876,0.00035536243,0.0005368274,0.00072358275,0.00032432884,0.00017469385,0.00060203363,0.0002117738,0.000048422567],"category_scores_gemma":[0.00039394633,0.0003285424,0.00030056413,0.0006431365,0.000111493304,0.0006682674,0.00013606632,0.0013233663,0.0000029019777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034863784,0.000099610734,0.002305358,0.00035970187,0.00032318773,0.00007588234,0.0007180568,0.12846483,0.6047926,0.014170127,0.0006745029,0.24798125],"study_design_scores_gemma":[0.003911651,0.000590982,0.014346217,0.0008318988,0.0005391394,0.004106299,0.0015537258,0.84677047,0.06368077,0.019250019,0.042386826,0.0020319994],"about_ca_topic_score_codex":0.00024133643,"about_ca_topic_score_gemma":0.000007918223,"teacher_disagreement_score":0.71830565,"about_ca_system_score_codex":0.00034317287,"about_ca_system_score_gemma":0.0002970186,"threshold_uncertainty_score":0.9999167},"labels":[],"label_agreement":null},{"id":"W1969199845","doi":"10.3992/jgb.6.3.76","title":"THE EFFECTIVENESS OF BOMA BESt AND LEED CANADA EB:O&amp;M IN GREENING COMMERCIAL BUILDINGS","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Transparency (behavior); Business; Stakeholder; Certification; Green building; Environmental resource management; Architectural engineering; Engineering; Management; Computer science; Economics","score_opus":0.017466144087193488,"score_gpt":0.23163336358702996,"score_spread":0.21416721949983647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969199845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920574,0.001129513,0.005975862,0.00003806158,0.0003670133,0.00012502,0.0000015994704,0.000010775225,0.0002947887],"genre_scores_gemma":[0.9965562,0.00010300697,0.0031921815,0.000010790026,0.00008840288,0.0000032332377,1.8971802e-7,0.000028632367,0.000017336928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985828,0.00015176182,0.0005345854,0.00010247406,0.00029792677,0.0003304858],"domain_scores_gemma":[0.99879,0.0006295115,0.00020695427,0.00013543776,0.00013465642,0.000103392405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016934219,0.00017493339,0.00037473757,0.00019842613,0.00011314301,0.00003109634,0.00029469375,0.00006408312,0.0000046776786],"category_scores_gemma":[0.00011356572,0.00013886445,0.00006628377,0.00027217157,0.00006248261,0.00020262059,0.000062119216,0.00037263555,1.270235e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016573585,0.00021024542,0.7289202,0.0018326958,0.000935303,0.0008171986,0.0031601163,0.01227604,0.12836568,0.012927043,0.0010877205,0.10781037],"study_design_scores_gemma":[0.0057669473,0.00084122305,0.88755685,0.004024935,0.00032221628,0.00083483953,0.003870019,0.0044151065,0.07192906,0.00908491,0.0100702,0.0012837169],"about_ca_topic_score_codex":0.09708124,"about_ca_topic_score_gemma":0.04183241,"teacher_disagreement_score":0.1586366,"about_ca_system_score_codex":0.00030876606,"about_ca_system_score_gemma":0.00018425123,"threshold_uncertainty_score":0.9756516},"labels":[],"label_agreement":null},{"id":"W1969741537","doi":"10.3992/jgb.4.4.3","title":"Are Green Walls as “Green” as They Look? An Introduction to the Various Technologies and Ecological Benefits of Green Walls","year":2009,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada","funders":"","keywords":"Green building; Architectural engineering; Ecology; Engineering; Biology","score_opus":0.0172228618489276,"score_gpt":0.2622697971331015,"score_spread":0.2450469352841739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969741537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92885953,0.0003557203,0.00007492484,0.07003822,0.00012439379,0.0003218095,0.0000064923806,0.000049008184,0.00016989949],"genre_scores_gemma":[0.99483263,0.00021773507,0.0024399618,0.0013167609,0.0006268302,0.0000031853383,8.029121e-7,0.000019884113,0.00054222596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974959,0.0001337061,0.00068718864,0.00043509202,0.0007274153,0.00052072835],"domain_scores_gemma":[0.9981515,0.000100561505,0.00093546126,0.0004810509,0.0000814195,0.00025004664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012722749,0.00028764762,0.0005475868,0.00022777083,0.0003272816,0.00005772029,0.0008703824,0.00024763125,0.00015369916],"category_scores_gemma":[0.00017003885,0.00018988877,0.00012807641,0.00040969392,0.0001953092,0.0005973633,0.00033191172,0.0006395912,0.00004664816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004923197,0.00057259394,0.5713313,0.00004447617,0.0001177431,0.00016325463,0.0034979458,0.0031138302,0.017496131,0.002051698,0.003515564,0.3976031],"study_design_scores_gemma":[0.000768713,0.0042672437,0.9647133,0.000120586345,0.00013444173,0.00092698575,0.002207001,0.00022787674,0.0012661242,0.018788198,0.006140342,0.00043920882],"about_ca_topic_score_codex":0.008623819,"about_ca_topic_score_gemma":0.014035664,"teacher_disagreement_score":0.3971639,"about_ca_system_score_codex":0.0002654514,"about_ca_system_score_gemma":0.000036975955,"threshold_uncertainty_score":0.99797785},"labels":[],"label_agreement":null},{"id":"W1971879213","doi":"10.3992/1943-4618-9.4.147","title":"POWER CONSUMPTION COMPARISON OF FIVE BUILDING ENVELOPES IN THE NORTHERN PRAIRIE CLIMATE OF MANITOBA","year":2014,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Building envelope; Environmental science; Thermal insulation; Roof; Energy consumption; Expanded polystyrene; Engineering; Civil engineering; Thermal; Composite material; Materials science; Meteorology; Geography","score_opus":0.021585321175311152,"score_gpt":0.260776617550364,"score_spread":0.23919129637505288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971879213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667853,0.00044414334,0.0021020737,0.00011767937,0.0003335368,0.00014951854,0.0000057588472,0.000020939084,0.0001478057],"genre_scores_gemma":[0.9955573,0.000049154536,0.004201096,0.000023291417,0.00012690831,0.0000023271853,4.2508236e-7,0.000037668662,0.0000018430148],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979038,0.00014592454,0.0011638034,0.00010367253,0.00040175338,0.00028101655],"domain_scores_gemma":[0.99865323,0.00027559328,0.0006631095,0.00021445812,0.00014788247,0.000045721157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018572115,0.00018720105,0.00060005096,0.0002637924,0.000048744914,0.00003673367,0.00051816454,0.00009317033,0.000022071648],"category_scores_gemma":[0.00016948453,0.00013736695,0.00012465699,0.00014164344,0.00008831527,0.00029722386,0.000062768515,0.00028441136,0.0000042552424],"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":[0.00017425348,0.00008773523,0.18807285,0.00065834064,0.00013862096,0.000010436576,0.003124935,0.10113426,0.7000896,0.00038521778,0.00014682919,0.005976963],"study_design_scores_gemma":[0.0037088715,0.0011227545,0.28520566,0.0045872014,0.00024353075,0.00024774752,0.0030276373,0.032168046,0.6636737,0.00094877253,0.004054417,0.0010116925],"about_ca_topic_score_codex":0.00013031796,"about_ca_topic_score_gemma":0.00022486174,"teacher_disagreement_score":0.09713281,"about_ca_system_score_codex":0.00008142209,"about_ca_system_score_gemma":0.000016748409,"threshold_uncertainty_score":0.5601662},"labels":[],"label_agreement":null},{"id":"W1972067280","doi":"10.3992/1943-4618-9.2.87","title":"MOISTURE AND FLEXURAL BEHAVIOUR OF HEMP MAT FOAM STRUCTURAL INSULATED PANEL SPECIMENS","year":2014,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Composites Innovation Centre","keywords":"Flexural strength; Composite material; Materials science; Oriented strand board; Polyurethane; Moisture; Adhesive; Ultimate tensile strength; Absorption of water; Roof; Structural engineering; Engineering; Layer (electronics)","score_opus":0.01492116828407658,"score_gpt":0.25353483411548927,"score_spread":0.2386136658314127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972067280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99873054,0.00034139084,0.00016611734,0.00021225303,0.00039904664,0.0000730371,0.00000662973,0.00001769654,0.000053263324],"genre_scores_gemma":[0.9880667,0.0000065294275,0.011515689,0.000048005255,0.00026545016,2.4862626e-7,0.0000010849798,0.00001590449,0.00008040191],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985365,0.00006642354,0.00060245616,0.00014199501,0.0004094065,0.0002432175],"domain_scores_gemma":[0.99873537,0.00009593368,0.0006587489,0.00016527076,0.00021084174,0.00013382384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036928375,0.0001730103,0.00040813684,0.00016088528,0.00009457982,0.00007742898,0.00034437198,0.000096376,0.000057907677],"category_scores_gemma":[0.00006248836,0.00012770483,0.00010096348,0.00013914633,0.00008616545,0.0004384553,0.00013674177,0.00028112598,0.000002743515],"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":[0.00008303304,0.000004850146,0.01194579,0.000029856836,0.000018058594,0.000016217615,0.00020217607,0.00028911466,0.9859758,0.00048705054,0.000044948374,0.0009030754],"study_design_scores_gemma":[0.0012269019,0.00046166027,0.14347325,0.00023983122,0.00010843209,0.0012315854,0.00007384459,0.0012971703,0.84892154,0.0025517102,0.00012379728,0.00029031024],"about_ca_topic_score_codex":0.00015547704,"about_ca_topic_score_gemma":0.000006916264,"teacher_disagreement_score":0.13705432,"about_ca_system_score_codex":0.00005483452,"about_ca_system_score_gemma":0.000021893795,"threshold_uncertainty_score":0.5207652},"labels":[],"label_agreement":null},{"id":"W1974051892","doi":"10.3992/jgb.1.2.49","title":"The Design and Construction of the 4C's Building","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fleming College; Queen's University","funders":"","keywords":"Architectural engineering; Variety (cybernetics); Engineering; Civil engineering; Business; Construction engineering; Computer science","score_opus":0.006863825436896739,"score_gpt":0.21245151387472888,"score_spread":0.20558768843783215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974051892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7852364,0.001928209,0.21162833,0.00032504424,0.00057392725,0.0001290234,5.045516e-7,0.000022216102,0.00015632651],"genre_scores_gemma":[0.95654917,0.00013418292,0.04300071,0.000008802862,0.00023824423,0.000001476691,3.1312354e-8,0.00001826637,0.000049140323],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898416,0.000076845354,0.00041927962,0.000064467975,0.0002562601,0.00019900271],"domain_scores_gemma":[0.99916935,0.00030561944,0.00024752156,0.00012783814,0.00011381286,0.00003585764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008376943,0.00011330053,0.00017339329,0.00009526578,0.00020485833,0.00006854437,0.00022753545,0.000048037084,0.0000026255723],"category_scores_gemma":[0.00004572659,0.000067088324,0.00008915432,0.00021433092,0.00010265428,0.00016023715,0.00003899037,0.00022803221,1.0098439e-7],"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":[0.00011103816,0.000047423215,0.02102471,0.0002668648,0.00037894354,0.00004903946,0.0003131605,0.32104874,0.4448043,0.08335921,0.0044800593,0.124116525],"study_design_scores_gemma":[0.003968999,0.0005205437,0.04490409,0.0017089763,0.0006303965,0.0031536072,0.0031915323,0.1822412,0.5282223,0.1882436,0.042064697,0.0011500452],"about_ca_topic_score_codex":0.00003291037,"about_ca_topic_score_gemma":0.0000017605324,"teacher_disagreement_score":0.17131273,"about_ca_system_score_codex":0.00010155359,"about_ca_system_score_gemma":0.00004881489,"threshold_uncertainty_score":0.27357826},"labels":[],"label_agreement":null},{"id":"W1979445268","doi":"10.3992/jgb.1.3.3","title":"Photovoltaics: Theory to Reality at the Bowdoin-Geneva Community Center in Dorchester, Massachusetts","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","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":"Bombardier (Canada)","funders":"","keywords":"Renewable energy; Photovoltaic system; Fossil fuel; Environmental economics; Business; Engineering; Economics; Waste management; Electrical engineering","score_opus":0.016152135049037827,"score_gpt":0.2616647166447297,"score_spread":0.24551258159569184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979445268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608386,0.00007412824,0.0005387822,0.0008460548,0.00015136451,0.00029846226,0.000010405514,0.000009154312,0.0019877946],"genre_scores_gemma":[0.99806416,0.0000047035846,0.00041468424,0.00043919997,0.00011934478,0.000007190844,0.00000116898,0.000015047197,0.00093451096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996957,0.0011702498,0.00075379794,0.00017576193,0.0005292417,0.00041392664],"domain_scores_gemma":[0.9984896,0.00042445937,0.00035785467,0.0005440102,0.00003980122,0.00014423631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006958352,0.00017897399,0.00031379942,0.00007935895,0.00033373604,0.000046788762,0.00068689254,0.00008213647,0.00021903965],"category_scores_gemma":[0.00020878876,0.00011944808,0.00016405089,0.00031907926,0.00019021242,0.00025987971,0.0005423804,0.0005629952,0.00001931266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020437942,0.00023213713,0.9255141,0.000027193928,0.000015113647,0.000052790238,0.0016837463,0.0014031987,0.061197948,0.000040090872,0.007248234,0.0023810607],"study_design_scores_gemma":[0.000868831,0.00014336767,0.8982291,0.000089880785,0.000018645083,0.00020095988,0.0015844706,0.000120040335,0.009546602,0.01287327,0.07608146,0.00024332195],"about_ca_topic_score_codex":0.047351386,"about_ca_topic_score_gemma":0.022221642,"teacher_disagreement_score":0.06883323,"about_ca_system_score_codex":0.0015001269,"about_ca_system_score_gemma":0.000027657285,"threshold_uncertainty_score":0.99562025},"labels":[],"label_agreement":null},{"id":"W1980040602","doi":"10.3992/1943-4618-9.4.61","title":"THE GREENING OF THE PARKING INDUSTRY –BEST PRACTICES, AND A NEW CERTIFICATION PROGRAM FOR PARKING STRUCTURES","year":2014,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Benchmarking; Real estate; Sustainability; Business; Efficient energy use; Certification; Quality (philosophy); Transport engineering; Environmental economics; Engineering; Finance; Marketing; Economics","score_opus":0.0834102063307563,"score_gpt":0.3500293865529168,"score_spread":0.2666191802221605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980040602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98805815,0.0015300498,0.008265075,0.00075681024,0.00068652665,0.0004470839,0.0000010300308,0.00003136847,0.00022388123],"genre_scores_gemma":[0.9920391,0.000039622675,0.006851128,0.00000780234,0.00094134425,0.000010907843,1.8509793e-7,0.00003259293,0.00007735944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848443,0.0001347788,0.0005650154,0.0001108344,0.0004293946,0.00027552329],"domain_scores_gemma":[0.9976559,0.0009167465,0.00091784203,0.00024366532,0.00017299155,0.00009284477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018737934,0.00012922299,0.00021974166,0.00010854142,0.0002845869,0.00018790454,0.00043365685,0.00014324472,0.0000014249316],"category_scores_gemma":[0.001204724,0.00007926522,0.00009394047,0.00024079155,0.00006417226,0.00024059883,0.000065028515,0.00068387797,1.4504256e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008413282,0.000017078866,0.08021423,0.00036956178,0.0002786315,0.0000018288368,0.0010401965,0.0057287416,0.050061706,0.00076472183,0.0009981296,0.860441],"study_design_scores_gemma":[0.0024842946,0.00065970025,0.110670075,0.003224395,0.00039166523,0.0009476466,0.0015897331,0.21262981,0.04977942,0.003946991,0.61298335,0.00069290295],"about_ca_topic_score_codex":0.0001923009,"about_ca_topic_score_gemma":0.00008694166,"teacher_disagreement_score":0.8597481,"about_ca_system_score_codex":0.00006738634,"about_ca_system_score_gemma":0.00006763313,"threshold_uncertainty_score":0.32323417},"labels":[],"label_agreement":null},{"id":"W1982364121","doi":"10.3992/jgb.3.3.97","title":"Designing Buildings Using Reclaimed Steel Components","year":2008,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Engineering; Component (thermodynamics); Civil engineering; Environmental science; Forensic engineering; Construction engineering","score_opus":0.04204280444062512,"score_gpt":0.2408976314994788,"score_spread":0.19885482705885366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982364121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649582,0.0013023501,0.032577563,0.000032227435,0.0007032422,0.00008400973,0.0000011635864,0.00008781246,0.0002534423],"genre_scores_gemma":[0.8970949,0.00038215413,0.1019354,0.000022645447,0.00046776736,7.782487e-7,3.8539335e-7,0.00006122168,0.000034765442],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982441,0.000042361124,0.00072524487,0.00013226591,0.00044607185,0.00040996532],"domain_scores_gemma":[0.99904215,0.00009733599,0.0003403881,0.00017750871,0.00015275001,0.00018984865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039383734,0.00023432032,0.00044281982,0.0003854441,0.00020720882,0.000037553804,0.00039323032,0.0001066239,0.00003220134],"category_scores_gemma":[0.000046030003,0.00022580553,0.00016617675,0.00035075354,0.000060598286,0.0008035797,0.000052620533,0.0005215508,0.000009896118],"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":[0.000031675212,0.000007138207,0.009109433,0.000055763507,0.00011153167,0.00027745686,0.00036234382,0.05107883,0.93402207,0.000009738067,0.00024000724,0.004694011],"study_design_scores_gemma":[0.0026883085,0.00021095802,0.00927243,0.001827565,0.00015741072,0.012235009,0.00014337212,0.3705261,0.594778,0.00015742447,0.0069542583,0.001049139],"about_ca_topic_score_codex":0.000028243214,"about_ca_topic_score_gemma":5.98878e-7,"teacher_disagreement_score":0.33924404,"about_ca_system_score_codex":0.00028396214,"about_ca_system_score_gemma":0.000043473792,"threshold_uncertainty_score":0.9208082},"labels":[],"label_agreement":null},{"id":"W1984609044","doi":"10.3992/jgb.6.1.14","title":"Okanagan College Centre of Excellence in Sustainable Building Technologies and Renewable Energy Conservation","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","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":"Interior Health; Okanagan College","funders":"","keywords":"Excellence; Mandate; Engineering; Syllabus; Renewable energy; Architectural engineering; Engineering management; Sustainability; Sustainable design; Sustainable development; Schedule; Civil engineering; Business; Environmental planning; Political science; Management; Geography","score_opus":0.012347826289339116,"score_gpt":0.21041573169739708,"score_spread":0.19806790540805796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984609044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701606,0.0028552,0.025271768,0.00021565333,0.00014887402,0.00013291054,0.0000019795539,0.000097558936,0.0011154235],"genre_scores_gemma":[0.981332,0.00050248817,0.017715184,0.00001216997,0.000027055543,0.0000024989765,1.9026912e-7,0.000023925768,0.00038449772],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867725,0.0000378451,0.00057097554,0.00013123975,0.00020805177,0.0003746517],"domain_scores_gemma":[0.9992255,0.00010489995,0.0002566004,0.00014823063,0.00020789073,0.00005690702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005889666,0.00016652026,0.00035682064,0.0006806563,0.000058963145,0.000021147016,0.00025467275,0.000115925664,0.000011608403],"category_scores_gemma":[0.00010440873,0.00016278285,0.00005484061,0.00058248156,0.0000671281,0.00045292836,0.00008772813,0.00018850029,7.087403e-8],"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":[0.0006287668,0.0005790605,0.23483479,0.0043537393,0.00071767776,0.0041730804,0.0064687156,0.081126474,0.36153907,0.24811417,0.011438163,0.046026304],"study_design_scores_gemma":[0.004505604,0.0008063743,0.009582577,0.0028765644,0.00020916389,0.0005108296,0.10291819,0.06625692,0.6829041,0.109083265,0.018967813,0.0013785564],"about_ca_topic_score_codex":0.0018390196,"about_ca_topic_score_gemma":0.00009306513,"teacher_disagreement_score":0.32136506,"about_ca_system_score_codex":0.0002174189,"about_ca_system_score_gemma":0.000083949344,"threshold_uncertainty_score":0.6638092},"labels":[],"label_agreement":null},{"id":"W1989492200","doi":"10.3992/jgb.5.2.91","title":"Thermal Performance of Green Roof Panels in Sub-Zero Temperatures","year":2010,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Urban Heat Island Mitigation","field":"Environmental Science","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":"Queen's University","funders":"","keywords":"Roof; Green roof; Composite material; Environmental science; Materials science; Waterproofing; Thermal insulation; Geotechnical engineering; Layer (electronics); Structural engineering; Engineering","score_opus":0.00815452107221433,"score_gpt":0.21730094641725653,"score_spread":0.2091464253450422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989492200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991868,0.00004582662,0.0000232518,0.00015853699,0.00018130506,0.00006881074,0.0000020968487,0.0000041503476,0.00032919995],"genre_scores_gemma":[0.9984178,0.000019391402,0.0012429373,0.000045603236,0.00013476057,9.2153317e-7,4.4922024e-7,0.000010574756,0.00012756998],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989258,0.000036295954,0.0004068059,0.00010166388,0.00034386467,0.0001855924],"domain_scores_gemma":[0.9994634,0.00004999044,0.00026528872,0.00012869382,0.00002179741,0.00007082149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005665052,0.00009866083,0.00018851791,0.00010102935,0.000048253056,0.000013489656,0.0002613199,0.00007363716,0.00021346743],"category_scores_gemma":[0.000032977285,0.0000772072,0.00006546431,0.00018979853,0.00008708997,0.00049269036,0.00006333272,0.0004315772,0.00001105936],"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":[0.000025518753,0.000021030359,0.4273565,0.000007728911,0.000004375151,0.00000973708,0.00031431403,0.00047717764,0.56637657,0.000007061418,0.00007675859,0.0053232573],"study_design_scores_gemma":[0.00041310416,0.0001498409,0.81233835,0.0000681353,0.000011316931,0.0000813574,0.000020746722,0.00070625776,0.18569617,0.0001286011,0.00028899225,0.00009714178],"about_ca_topic_score_codex":0.0005505871,"about_ca_topic_score_gemma":0.0002634924,"teacher_disagreement_score":0.38498184,"about_ca_system_score_codex":0.000058657664,"about_ca_system_score_gemma":0.000019068255,"threshold_uncertainty_score":0.31484184},"labels":[],"label_agreement":null},{"id":"W1990003198","doi":"10.3992/jgb.2.3.12","title":"Sustainable Design Has Changed Building Design","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Read Jones Christoffersen (Canada)","funders":"","keywords":"Architectural engineering; Sustainable design; Engineering; Sustainability; Business; Construction engineering; Civil engineering; Ecology","score_opus":0.03791043943309747,"score_gpt":0.2683330353049976,"score_spread":0.23042259587190012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990003198","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06267514,0.0019835562,0.93371254,0.00023249752,0.0005907392,0.00036600305,4.348289e-7,0.00018456312,0.00025452705],"genre_scores_gemma":[0.77162516,0.00008539424,0.22687365,0.00007512598,0.000800417,0.0000058191304,2.749076e-7,0.00010017745,0.0004339933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996827,0.00013973225,0.0009440877,0.0002239567,0.00065776834,0.0012074325],"domain_scores_gemma":[0.9978906,0.0006546164,0.00035339245,0.00027364388,0.0004645995,0.0003631639],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059499387,0.000384437,0.0005646718,0.0010515663,0.0003344031,0.00026618454,0.0005841951,0.0001891396,0.00005318866],"category_scores_gemma":[0.0002309496,0.00036840737,0.00022122475,0.00085147645,0.0000668481,0.00078694243,0.000079887584,0.0006437198,0.0000049275145],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066232705,0.00022554466,0.0009491755,0.00075949135,0.000877725,0.0069039892,0.002829066,0.5297426,0.3673452,0.008930631,0.020594927,0.060179308],"study_design_scores_gemma":[0.0073142787,0.002521542,0.0022418606,0.0015778583,0.00074837403,0.0030632792,0.013977992,0.121974945,0.7254752,0.03205873,0.08574994,0.0032960402],"about_ca_topic_score_codex":0.000047664504,"about_ca_topic_score_gemma":0.0000014873859,"teacher_disagreement_score":0.70895,"about_ca_system_score_codex":0.0009508599,"about_ca_system_score_gemma":0.00022910842,"threshold_uncertainty_score":0.9998768},"labels":[],"label_agreement":null},{"id":"W1990557489","doi":"10.3992/jgb.6.4.17","title":"EMERGENT PERMITTING STRATEGIES FOR NATURAL BUILDING SYSTEMS IN ONTARIO","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","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":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Sustainability; Natural (archaeology); Building envelope; Occupancy; Typology; Process (computing); Order (exchange); Built environment; Engineering; Building code; Building design; Environmental planning; Deconstruction (building); Environmental resource management; Business; Civil engineering; Computer science; Environmental science; Ecology; Waste management; Geography","score_opus":0.03317344540908531,"score_gpt":0.25676062803564853,"score_spread":0.2235871826265632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990557489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485317,0.001824949,0.046896208,0.000016491691,0.0019705652,0.00024681742,8.052988e-7,0.000053966072,0.00045849572],"genre_scores_gemma":[0.9746499,0.000022297394,0.024843503,0.000010583201,0.00028407396,0.00001344119,4.292727e-7,0.000044556316,0.00013120915],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827945,0.000036107675,0.0007914617,0.00014644487,0.00026485694,0.00048166557],"domain_scores_gemma":[0.9992574,0.00009387507,0.00024529075,0.0001281244,0.00017058507,0.00010475433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009127701,0.00022726768,0.00042649623,0.00044876593,0.00008271491,0.00010559543,0.00031062186,0.000086457694,0.00002365279],"category_scores_gemma":[0.000033504093,0.00021020092,0.00018338648,0.00019471884,0.000017175564,0.00065143785,0.00003387757,0.0005051577,5.0889287e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060838537,0.00039933182,0.11775449,0.002763924,0.0015761339,0.0014821113,0.0313738,0.46383083,0.2726915,0.06963254,0.003055072,0.034831904],"study_design_scores_gemma":[0.0150971925,0.0026634736,0.12704262,0.009264642,0.0009787095,0.0026731116,0.10469529,0.6121876,0.036223788,0.037577245,0.04588174,0.005714569],"about_ca_topic_score_codex":0.0067774598,"about_ca_topic_score_gemma":0.0019930697,"teacher_disagreement_score":0.23646769,"about_ca_system_score_codex":0.00079481007,"about_ca_system_score_gemma":0.00023171636,"threshold_uncertainty_score":0.9998365},"labels":[],"label_agreement":null},{"id":"W1993402950","doi":"10.3992/jgb.5.2.32","title":"Solar Architecture and Energy Engineering","year":2010,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Department of Health and Wellness; Powertech Labs (Canada)","funders":"","keywords":"Architecture; Architectural engineering; Solar energy; Engineering; Systems engineering; Civil engineering; Computer science; Electrical engineering; Geography","score_opus":0.002411538963401967,"score_gpt":0.16522836397020352,"score_spread":0.16281682500680156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993402950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7197828,0.00039548965,0.27875072,0.00008432147,0.00074871996,0.00000842931,5.937527e-7,0.00006495464,0.00016395967],"genre_scores_gemma":[0.95473737,0.00007762816,0.04468507,0.000026665084,0.00041395007,5.9068265e-7,3.4941925e-7,0.000025356156,0.000033010692],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999516,0.0000046232312,0.00019011728,0.00005359827,0.00010615067,0.00012951254],"domain_scores_gemma":[0.9997253,0.000033305852,0.000053458058,0.00007610509,0.000032190816,0.000079667945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012970518,0.0000968959,0.00013171608,0.00016952655,0.00003617594,0.00003100485,0.000108025975,0.00008217626,0.000011274447],"category_scores_gemma":[0.000017967164,0.00008796293,0.000045675304,0.00010211966,0.000011632084,0.00015265547,0.000019173833,0.0003549218,8.168856e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005276215,0.0000048278707,0.00036472583,0.000022417984,0.00004708234,0.00001536196,0.00006877882,0.82593304,0.12910685,0.0031175306,0.000096505704,0.041217607],"study_design_scores_gemma":[0.00090472825,0.0001287483,0.0017375151,0.00021125583,0.00008960042,0.0020082444,0.000023454508,0.83586746,0.06618705,0.002464711,0.08974519,0.00063204893],"about_ca_topic_score_codex":0.000009653233,"about_ca_topic_score_gemma":0.000011654901,"teacher_disagreement_score":0.23495457,"about_ca_system_score_codex":0.000011047597,"about_ca_system_score_gemma":0.000007937602,"threshold_uncertainty_score":0.3587024},"labels":[],"label_agreement":null},{"id":"W1996818500","doi":"10.3992/jgb.7.3.114","title":"MEASUREMENT OF THE EFFICIENCY OF EVACUATED TUBE SOLAR COLLECTORS UNDER VARIOUS OPERATING CONDITIONS","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":32,"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 Manitoba","funders":"","keywords":"Sizing; Heat exchanger; Glazing; Environmental science; Process engineering; Nuclear engineering; Mechanical engineering; Engineering; Civil engineering","score_opus":0.032239742146065724,"score_gpt":0.26134161952997204,"score_spread":0.2291018773839063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996818500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965031,0.0009133311,0.0010228001,0.00005940817,0.00072520616,0.000117745985,0.0000047689596,0.00000652143,0.00064713013],"genre_scores_gemma":[0.99948025,0.0000045828288,0.00016428845,0.000038949904,0.00023022093,0.0000018365974,2.6527846e-7,0.000016728036,0.00006289232],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99802905,0.0002557381,0.000738394,0.00006692414,0.00068218925,0.00022771877],"domain_scores_gemma":[0.99829197,0.00010413551,0.00086736237,0.00017368041,0.00047714927,0.0000857265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015517661,0.00011920076,0.00032242908,0.00011635119,0.00017909538,0.000013338076,0.00029186736,0.00007024666,0.00010383],"category_scores_gemma":[0.00023541617,0.00007594396,0.00020631996,0.00038903308,0.000054756336,0.0001513319,0.00004886938,0.00020350807,0.0000016684094],"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":[0.000020229936,0.00013571752,0.033522055,0.000043408752,0.000226996,0.0000012943433,0.0012162304,0.006046143,0.9578522,0.00065292255,0.00010267499,0.00018017035],"study_design_scores_gemma":[0.0015960017,0.00030489784,0.06634914,0.0010493576,0.00031380382,0.00031080647,0.0013396691,0.0017953715,0.9251364,0.00041121157,0.0011362601,0.00025706805],"about_ca_topic_score_codex":0.0021515083,"about_ca_topic_score_gemma":0.00009270406,"teacher_disagreement_score":0.03282709,"about_ca_system_score_codex":0.00014733901,"about_ca_system_score_gemma":0.00013080587,"threshold_uncertainty_score":0.32524514},"labels":[],"label_agreement":null},{"id":"W2001375312","doi":"10.3992/1943-4618-9.1.40","title":"DESIGNING FOR ENVIRONMENTAL AND INFRASTRUCTURE SUSTAINABILITY: ONTARIO CASE STUDIES FOR RETROFITS AND NEW DEVELOPMENTS","year":2014,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BIO (Canada)","funders":"","keywords":"Land use; Low-impact development; Context (archaeology); Environmental resource management; Environmental planning; Sustainability; Scale (ratio); Environmental quality; Watershed; Land development; Green infrastructure; Spatial planning; Sustainable development; Land management; Geography; Environmental science; Stormwater; Surface runoff; Civil engineering; Engineering; Stormwater management; Computer science; Cartography; Ecology","score_opus":0.02253228729385638,"score_gpt":0.2571535967125905,"score_spread":0.23462130941873416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001375312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9367272,0.000107795415,0.062501974,0.00022417308,0.00008693374,0.00032394938,0.0000020603027,0.0000047479425,0.000021144977],"genre_scores_gemma":[0.85684246,0.000010528554,0.14180902,0.00008127206,0.00006889365,0.0000063136004,4.978484e-7,0.000011229671,0.0011697932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991271,0.000025110592,0.00029106069,0.00018054091,0.00015045104,0.00022576212],"domain_scores_gemma":[0.9994234,0.00014350846,0.00021864261,0.00007520445,0.000014145885,0.00012509023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050778675,0.00012874104,0.0002056233,0.00006811423,0.00030402574,0.00003608712,0.00009036891,0.0000396363,0.000019185945],"category_scores_gemma":[0.00012549377,0.00011082564,0.0000440768,0.000034968707,0.000109129105,0.0003800849,0.000202264,0.000097599084,3.2915378e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012256605,0.00002451682,0.9012765,0.00009678958,0.00022834496,0.00005839678,0.007710341,0.00045591666,0.00794334,0.000111526715,0.0040453444,0.0779264],"study_design_scores_gemma":[0.007726198,0.0019983107,0.8022644,0.00016356957,0.00087474665,0.0039715115,0.009070786,0.0014778855,0.0027908266,0.043785397,0.1247863,0.0010900843],"about_ca_topic_score_codex":0.00042395765,"about_ca_topic_score_gemma":0.0012494315,"teacher_disagreement_score":0.12074096,"about_ca_system_score_codex":0.00088791084,"about_ca_system_score_gemma":0.000023056371,"threshold_uncertainty_score":0.45193386},"labels":[],"label_agreement":null},{"id":"W2001928361","doi":"10.3992/jgb.7.3.49","title":"EXPLORING THE DIVERSITY OF GREEN BUILDINGS","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":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 building; Architectural engineering; Diversity (politics); Sustainability; Multitude; Architecture; Certification; Engineering; Sustainable design; Process (computing); Order (exchange); Business; Geography; Computer science; Management; Ecology; Political science","score_opus":0.05764639094467999,"score_gpt":0.2478680382698451,"score_spread":0.1902216473251651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001928361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856825,0.0010039376,0.01185039,0.00018064493,0.0008842164,0.00008297722,0.0000014502724,0.000041164632,0.00027275283],"genre_scores_gemma":[0.9947269,0.00017453304,0.00426045,0.000029938266,0.00070220226,0.0000020784398,1.3609886e-7,0.000028358312,0.00007543102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985264,0.000049654864,0.00045786964,0.00007362119,0.00046966484,0.0004227741],"domain_scores_gemma":[0.99907726,0.0001826528,0.00024600152,0.00018977669,0.00014955981,0.00015473845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012125858,0.00017060363,0.00031054075,0.00025606406,0.0001973543,0.000025074974,0.00050204736,0.000043746364,0.000023460832],"category_scores_gemma":[0.00004927029,0.00012681191,0.00019826872,0.00034462035,0.00004888194,0.0010297492,0.00023702745,0.00036451756,0.000002021298],"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":[0.0002411227,0.0003863713,0.45167828,0.0013656042,0.0020505947,0.00018638001,0.026861925,0.042356543,0.19481148,0.016121535,0.006620799,0.2573194],"study_design_scores_gemma":[0.006896814,0.0012941515,0.49796835,0.002883215,0.002199715,0.0017787671,0.03056477,0.012407062,0.3200415,0.008620985,0.1119594,0.0033852856],"about_ca_topic_score_codex":0.00021162417,"about_ca_topic_score_gemma":0.000002221287,"teacher_disagreement_score":0.2539341,"about_ca_system_score_codex":0.00019804714,"about_ca_system_score_gemma":0.000026189093,"threshold_uncertainty_score":0.51712394},"labels":[],"label_agreement":null},{"id":"W2002526635","doi":"10.3992/jgb.3.4.64","title":"The Leap to Zero Carbon and Zero Emissions: Understanding How to Go Beyond Existing Sustainable Design Protocols","year":2008,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Zero emission; Zero (linguistics); Greenhouse gas; Zero waste; Ground zero; Sustainable design; Architectural engineering; Environmental science; Sustainability; Engineering; Physics; Ecology; Waste management","score_opus":0.06476941732993624,"score_gpt":0.2955847868774886,"score_spread":0.23081536954755238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002526635","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12810332,0.0007021273,0.8626433,0.0020236524,0.0002312841,0.0052161063,7.7868845e-7,0.00012564732,0.0009537758],"genre_scores_gemma":[0.9563361,0.000070053,0.04021965,0.00010394805,0.00028248708,0.00036577505,1.2852522e-7,0.00008708358,0.0025348032],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788785,0.00010961265,0.0005079599,0.00021335005,0.0005127284,0.00076849543],"domain_scores_gemma":[0.99835515,0.00053722376,0.00019016383,0.00023734271,0.00024116763,0.00043897275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016751619,0.00028405918,0.00038439652,0.0003967082,0.0007837805,0.00031849637,0.0003857075,0.00009150689,0.000002427542],"category_scores_gemma":[0.00054654473,0.00021964061,0.00008646905,0.00059436954,0.000048893755,0.00033101699,0.00013948981,0.00042487367,7.305393e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013003924,0.0002189619,0.011007074,0.0020659221,0.0010586482,0.006218831,0.016305799,0.39294207,0.3947575,0.03046978,0.11059769,0.03305732],"study_design_scores_gemma":[0.012678716,0.008789098,0.0030898887,0.011196971,0.0006626316,0.007906001,0.084428966,0.10942354,0.16008273,0.18213122,0.41256487,0.0070453826],"about_ca_topic_score_codex":0.000024102632,"about_ca_topic_score_gemma":0.0000014248831,"teacher_disagreement_score":0.82823277,"about_ca_system_score_codex":0.0010695618,"about_ca_system_score_gemma":0.00019338646,"threshold_uncertainty_score":0.89566845},"labels":[],"label_agreement":null},{"id":"W2014027126","doi":"10.3992/jgb.8.1.3","title":"STATION POINTE GREENS—THE JOURNEY TO NET ZERO AFFORDABLE HOUSING","year":2013,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Redevelopment; Engineering; Unit (ring theory); Architectural engineering; Affordable housing; Civil engineering","score_opus":0.03925788320551749,"score_gpt":0.313178312082263,"score_spread":0.2739204288767455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014027126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91135466,0.000108244414,0.06816984,0.01672599,0.0005664906,0.00019188218,0.0000013078784,0.000027818503,0.0028537405],"genre_scores_gemma":[0.98891526,0.000024706382,0.007192765,0.0015227464,0.0006252114,0.000001090321,4.3641555e-7,0.000013448061,0.0017043276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985734,0.00016128556,0.00036785353,0.0000812449,0.00053724967,0.00027894217],"domain_scores_gemma":[0.9987232,0.00014634103,0.0003764973,0.00008276864,0.00046593221,0.00020522888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013520664,0.00008175775,0.00014837702,0.00017160516,0.0005855522,0.00034802465,0.00031832236,0.000050156454,0.0003209078],"category_scores_gemma":[0.00040133484,0.00006147271,0.000073280346,0.00047266282,0.00005010859,0.00080187456,0.000036082398,0.00022551924,0.000044239678],"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":[0.000133144,0.00018103751,0.19861498,0.00004827008,0.00032040314,0.00009003208,0.165297,0.01910475,0.0300492,0.036950007,0.41915828,0.1300529],"study_design_scores_gemma":[0.0020598427,0.00066968723,0.09498122,0.0010165991,0.00020360739,0.00020447865,0.05905131,0.0050845435,0.0023944394,0.03158543,0.80165815,0.0010906791],"about_ca_topic_score_codex":0.004804246,"about_ca_topic_score_gemma":0.0008170493,"teacher_disagreement_score":0.3824999,"about_ca_system_score_codex":0.00013673969,"about_ca_system_score_gemma":0.00012766317,"threshold_uncertainty_score":0.7262615},"labels":[],"label_agreement":null},{"id":"W2016245592","doi":"10.3992/jgb.2.1.37","title":"Rainwater Management to Mitigate the Effects of Development on the Urban Hydrologic Cycle","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Bioretention; Rainwater harvesting; Groundwater recharge; Surface runoff; Environmental science; Low-impact development; Water cycle; Stormwater; Urbanization; Water resources; Water resource management; Green infrastructure; Stormwater management; Water quality; Environmental engineering; Hydrology (agriculture); Groundwater; Environmental planning; Engineering; Aquifer; Ecology","score_opus":0.007093921191839757,"score_gpt":0.21076600738421197,"score_spread":0.2036720861923722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016245592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98899984,0.000027466625,0.0036247168,0.0017121725,0.00017479018,0.00034910315,2.4380614e-7,0.000008466497,0.00510319],"genre_scores_gemma":[0.9940147,0.0000034800978,0.0028931363,0.0009574837,0.000059772585,0.0000060815523,1.05565505e-7,0.000010121879,0.0020551193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857193,0.000068291505,0.00039429578,0.0001303439,0.00052909355,0.00030607046],"domain_scores_gemma":[0.99923754,0.00019474677,0.00024201284,0.00023400951,0.000010371135,0.00008131508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016628932,0.00012242721,0.00013374582,0.00010799337,0.00022791074,0.000021556058,0.00061625027,0.000024833198,0.00018561186],"category_scores_gemma":[0.00003417975,0.00006265573,0.00008778594,0.0002470567,0.00009634007,0.000100501544,0.00035221697,0.00015723781,0.00014317318],"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":[0.0010629022,0.0015799646,0.2978593,0.0003943698,0.0023785455,0.0013215286,0.03000006,0.038568962,0.23878396,0.0107140895,0.15310271,0.2242336],"study_design_scores_gemma":[0.0011669445,0.0010032363,0.6525728,0.00037712484,0.00021927585,0.00004509711,0.0004424487,0.00033429707,0.08491542,0.002413624,0.25604567,0.00046403008],"about_ca_topic_score_codex":0.0000324269,"about_ca_topic_score_gemma":0.000020169979,"teacher_disagreement_score":0.3547135,"about_ca_system_score_codex":0.00023095866,"about_ca_system_score_gemma":0.0000035794976,"threshold_uncertainty_score":0.25550264},"labels":[],"label_agreement":null},{"id":"W2016473022","doi":"10.3992/jgb.2.3.123","title":"LEED–PDRI Framework for Pre-project Planning of Sustainable Building Projects","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada); University of Calgary","funders":"","keywords":"Integrated project delivery; Project planning; Sustainability; Pre-construction services; Project management; Engineering; Green building; Process (computing); Project management triangle; Project stakeholder; Process management; Engineering management; Architectural engineering; Project charter; Systems engineering; Computer science","score_opus":0.024752820094367904,"score_gpt":0.3297795518135407,"score_spread":0.3050267317191728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016473022","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44757396,0.001032679,0.5502912,0.000029888828,0.00036611911,0.0004128765,0.0000016520288,0.00006615777,0.00022548652],"genre_scores_gemma":[0.77365154,0.00002766106,0.22535157,0.000022855776,0.0006964173,0.000010764522,6.633745e-7,0.00007898017,0.00015953254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99717396,0.00003885084,0.0010799217,0.00021589137,0.0005259159,0.00096543354],"domain_scores_gemma":[0.99766207,0.0008030282,0.0005827927,0.00025097473,0.0005439148,0.00015722615],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028232438,0.00032281855,0.00063627993,0.0010610839,0.00017577567,0.00009313514,0.00049053004,0.00023284063,0.00000718429],"category_scores_gemma":[0.0004787978,0.00030519074,0.00030188207,0.00076847017,0.000049182923,0.0005701127,0.00008072319,0.0006106119,2.1010386e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002325048,0.00052629673,0.028810037,0.01027712,0.0024435678,0.0024380407,0.016122712,0.2903303,0.24677944,0.33719745,0.008878026,0.053871967],"study_design_scores_gemma":[0.010265155,0.005342348,0.015735546,0.0109586185,0.001377497,0.0015844192,0.0702235,0.06216177,0.6079039,0.1452811,0.065074086,0.0040920572],"about_ca_topic_score_codex":0.00007135508,"about_ca_topic_score_gemma":0.0000011017431,"teacher_disagreement_score":0.36112446,"about_ca_system_score_codex":0.0005074687,"about_ca_system_score_gemma":0.00024625752,"threshold_uncertainty_score":0.99994004},"labels":[],"label_agreement":null},{"id":"W2019428608","doi":"10.3992/jgb.2.2.42","title":"Interior Insulation Retrofits of Load-Bearing Masonry Walls in Cold Climates","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Masonry; Load bearing; Cold climate; Engineering; Structural engineering; Cold winter; Cold forming; Thermal insulation; Environmental science; Architectural engineering; Geotechnical engineering; Civil engineering; Materials science; Geology; Composite material","score_opus":0.009986697940521724,"score_gpt":0.2301833426493072,"score_spread":0.22019664470878547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019428608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96733433,0.00037613773,0.031591814,0.000018516312,0.00031480246,0.00003564224,5.592201e-7,0.000024911196,0.00030327786],"genre_scores_gemma":[0.98568803,0.000093623996,0.014056228,0.000012128499,0.00010875807,3.8863755e-7,4.7274014e-7,0.000021130732,0.000019245024],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989158,0.000012481347,0.00061045965,0.000063322535,0.00022157501,0.00017637912],"domain_scores_gemma":[0.99948144,0.00006516437,0.00022172215,0.00008278583,0.00010298544,0.000045910976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008245836,0.00009671266,0.00022078144,0.00032590897,0.000021493743,0.000015706875,0.00013549541,0.00009440603,0.000011243209],"category_scores_gemma":[0.000045786226,0.00009722501,0.00006480698,0.0002998058,0.00001318106,0.00032362866,0.000027639278,0.00022267847,2.82162e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007583703,0.000019214605,0.060089875,0.000099320125,0.000045737175,0.000026146248,0.0004175053,0.61124814,0.3204335,0.001014148,0.00002175394,0.006508846],"study_design_scores_gemma":[0.0023625717,0.00031572641,0.15198469,0.002394988,0.00007390808,0.0001587542,0.00035843736,0.28329116,0.55680484,0.0007109622,0.00096594973,0.00057802384],"about_ca_topic_score_codex":0.00004035771,"about_ca_topic_score_gemma":0.000037821224,"teacher_disagreement_score":0.32795694,"about_ca_system_score_codex":0.00020837445,"about_ca_system_score_gemma":0.0000189497,"threshold_uncertainty_score":0.3964721},"labels":[],"label_agreement":null},{"id":"W2026983324","doi":"10.3992/1943-4618-9.2.124","title":"DETERMINING THE EFFECT OF BUILDING GEOMETRY ON ENERGY USE PATTERNS OF OFFICE BUILDINGS IN TORONTO","year":2014,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Context (archaeology); Energy consumption; Architectural engineering; Geometry; Archetype; Energy (signal processing); Measure (data warehouse); Building design; Architectural design; Engineering; Civil engineering; Computer science; Mathematics; Geography; Statistics; Database; Architecture","score_opus":0.005691554570526794,"score_gpt":0.2165494379674317,"score_spread":0.21085788339690492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026983324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379569,0.00017079654,0.06130944,0.000012790972,0.0003783594,0.000050038852,0.0000023340879,0.00002270057,0.00009661439],"genre_scores_gemma":[0.9961781,0.000102767925,0.0034427517,0.000031389707,0.00018272352,0.0000025981885,9.841639e-7,0.00004720403,0.000011474119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982757,0.00013090685,0.00079873746,0.00013784418,0.00038791922,0.00026887064],"domain_scores_gemma":[0.99817234,0.00090665417,0.0004991505,0.00025814655,0.000096760756,0.00006693219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018874,0.0002315404,0.00052901625,0.0003381494,0.00005124405,0.000031739746,0.00043315778,0.00013386067,0.00001453215],"category_scores_gemma":[0.00022805975,0.00017378463,0.00018860548,0.00028651397,0.000028534549,0.0004935207,0.000061070525,0.00027595123,6.4923626e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013764262,0.000032519154,0.10134126,0.00015515175,0.00010570078,0.0000049827463,0.000118858705,0.84225786,0.015880404,0.0021799516,0.000037246424,0.037748396],"study_design_scores_gemma":[0.0061597275,0.0038600906,0.109948896,0.005125178,0.00037929765,0.00013028576,0.00016099747,0.40438333,0.46539333,0.00022748968,0.003038039,0.0011933311],"about_ca_topic_score_codex":0.0007925215,"about_ca_topic_score_gemma":0.00017865872,"teacher_disagreement_score":0.44951293,"about_ca_system_score_codex":0.0002032954,"about_ca_system_score_gemma":0.000011553236,"threshold_uncertainty_score":0.7086732},"labels":[],"label_agreement":null},{"id":"W2028805687","doi":"10.3992/jgb.7.4.46","title":"DEVELOPING MUNICIPAL POLICY AND PROGRAMS TO ACCELERATE MARKET TRANSFORMATION IN THE BUILDING SECTOR","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","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":"Prosperity; Business; Stock (firearms); Green building; Renewable energy; Efficient energy use; Economic growth; Environmental planning; Engineering; Economics; Architectural engineering; Geography","score_opus":0.03707958229278127,"score_gpt":0.3003955279870591,"score_spread":0.26331594569427785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028805687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96563107,0.00046261502,0.032085504,0.00093307,0.00018403717,0.0002474128,5.397367e-7,0.00002947855,0.00042627114],"genre_scores_gemma":[0.97951263,0.00009046986,0.0196416,0.00018818107,0.00051888026,0.0000116459905,3.0828969e-7,0.000024302428,0.000011999551],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998647,0.00008731201,0.00044709208,0.00006861347,0.0002705488,0.0004794786],"domain_scores_gemma":[0.9995139,0.000119263714,0.000089659625,0.000095371746,0.00005556531,0.00012624453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017277937,0.0001611249,0.00021678413,0.0004860088,0.000093255636,0.00014270106,0.00025389335,0.000059361624,0.0000064192204],"category_scores_gemma":[0.000054513526,0.00012180638,0.000054219036,0.00061126513,0.000013806757,0.0007428724,0.000029809142,0.00029560376,5.267037e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032576715,0.00028136693,0.05461778,0.001781941,0.00050082634,0.00016666223,0.101210006,0.035627075,0.074333034,0.065462366,0.0013469358,0.6643462],"study_design_scores_gemma":[0.012253921,0.001978016,0.33327273,0.00862792,0.0005651121,0.005543132,0.07367291,0.15867305,0.05085802,0.016418107,0.33255678,0.0055803065],"about_ca_topic_score_codex":0.00008456818,"about_ca_topic_score_gemma":0.000013179604,"teacher_disagreement_score":0.6587659,"about_ca_system_score_codex":0.00035672873,"about_ca_system_score_gemma":0.00005908379,"threshold_uncertainty_score":0.496712},"labels":[],"label_agreement":null},{"id":"W2029394115","doi":"10.3992/jgb.8.2.27","title":"REGENERATIVE URBAN COMMUNITY DESIGN","year":2013,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Urban design; Civil engineering; Environmental planning; Engineering; Transport engineering; Environmental resource management; Geography; Environmental science; Urban planning","score_opus":0.025001972432734422,"score_gpt":0.20939820920349456,"score_spread":0.18439623677076014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029394115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6243096,0.0006229242,0.37417924,0.00013931772,0.00015250273,0.000069849884,6.609831e-7,0.000040472783,0.0004853952],"genre_scores_gemma":[0.97731525,0.000028189597,0.022077031,0.00005306181,0.00026198808,0.0000019403403,2.9763564e-7,0.00001846182,0.000243788],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991098,0.00018007366,0.0003421044,0.000038504375,0.0001753041,0.0001542293],"domain_scores_gemma":[0.99934524,0.00013769747,0.00011336818,0.00013902826,0.00015514066,0.000109516106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044950852,0.00011221646,0.00024570135,0.0001743992,0.00011260698,0.00005758689,0.00025188955,0.000051773975,0.00015533008],"category_scores_gemma":[0.000040771178,0.00009120944,0.00012316693,0.0001991107,0.000023026103,0.00032812962,0.000020049363,0.00044198261,0.000021573003],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033884564,0.00012382999,0.009635961,0.00007449775,0.0011299037,0.000062772095,0.0051424587,0.18624781,0.6124747,0.000461417,0.14230475,0.042308044],"study_design_scores_gemma":[0.0022895855,0.0012939082,0.018488575,0.0004880913,0.0006642418,0.00035344678,0.0018914188,0.6800962,0.27563787,0.010879906,0.0064371354,0.0014796052],"about_ca_topic_score_codex":0.0003126222,"about_ca_topic_score_gemma":0.000018261508,"teacher_disagreement_score":0.4938484,"about_ca_system_score_codex":0.000079143756,"about_ca_system_score_gemma":0.000014212372,"threshold_uncertainty_score":0.3719413},"labels":[],"label_agreement":null},{"id":"W2029579181","doi":"10.3992/jgb.6.3.168","title":"FACTORS AFFECTING VENTILATION, INDOOR-AIR QUALITY AND ACOUSTICAL QUALITY IN ‘GREEN’ AND NON-‘GREEN’ BUILDINGS: A PILOT STUDY","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Noise Effects and Management","field":"Health Professions","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":"University of British Columbia","funders":"","keywords":"Natural ventilation; Indoor air quality; Ventilation (architecture); HVAC; Displacement ventilation; Environmental science; Energy recovery ventilation; Air quality index; Sound pressure; Airflow; Engineering; Architectural engineering; Environmental engineering; Air conditioning; Meteorology; Mechanical engineering; Telecommunications","score_opus":0.18263175501068354,"score_gpt":0.44623560935042933,"score_spread":0.26360385433974576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029579181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950413,0.00011544432,0.0029117926,0.00022396214,0.0004479331,0.0010259992,0.00000432634,0.00002804385,0.0002011842],"genre_scores_gemma":[0.99781036,0.000019114625,0.0015112219,0.00020339176,0.0003269377,0.000011370182,5.698364e-7,0.000033299384,0.00008374512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957602,0.0012404298,0.0015798628,0.0003637654,0.00052166573,0.000534081],"domain_scores_gemma":[0.9967218,0.0012778526,0.0012466611,0.00024527175,0.00021816521,0.00029026563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007831347,0.00029537402,0.00081612146,0.00046835057,0.0005287047,0.000023599403,0.00022680848,0.00012185894,0.000046744586],"category_scores_gemma":[0.00064261444,0.00023200542,0.00007874869,0.00032148158,0.00008076524,0.0004907771,0.00040465427,0.0010907337,0.0000019501192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053302955,0.0005225155,0.97716165,0.0006429191,0.00012263843,0.0000424354,0.013872108,0.000006462386,0.0035871163,0.00023072354,0.00004439922,0.0032339997],"study_design_scores_gemma":[0.0026111635,0.001570409,0.97938496,0.0005933163,0.00011011928,0.000004609203,0.01458854,0.00005755632,0.00008422097,0.0007127833,0.000041578704,0.00024073046],"about_ca_topic_score_codex":0.0126576405,"about_ca_topic_score_gemma":0.0026609886,"teacher_disagreement_score":0.009996652,"about_ca_system_score_codex":0.00019920156,"about_ca_system_score_gemma":0.00008875948,"threshold_uncertainty_score":0.99391717},"labels":[],"label_agreement":null},{"id":"W2029587138","doi":"10.3992/jgb.6.3.106","title":"DESIGN OF A LOW-ENERGY ENVELOPE SYSTEM FOR AN APARTMENT BUILDING THROUGH AN INTEGRATED DESIGN PROCESS: A CASE STUDY","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Golder Associates (Canada); Toronto Metropolitan University","funders":"","keywords":"Building envelope; Architectural engineering; Envelope (radar); Energy consumption; Process (computing); Apartment; Engineering; Energy (signal processing); Design process; Building science; Efficient energy use; Building design; Schematic; Engineering design process; Plan (archaeology); Systems engineering; Civil engineering; Computer science; Mechanical engineering; Operations management; Work in process; Telecommunications; Thermal","score_opus":0.0656585368136376,"score_gpt":0.2721298785804262,"score_spread":0.2064713417667886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029587138","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35682517,0.000114501876,0.64249474,0.000001346323,0.00020565641,0.0002615708,0.0000019467905,0.00008230556,0.000012739169],"genre_scores_gemma":[0.72874725,0.000015790565,0.27102402,0.000006934581,0.00010033832,0.000041702995,0.000001309133,0.00005936027,0.0000032927294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980989,0.00019153273,0.00089960615,0.00021847514,0.00027856862,0.00031293693],"domain_scores_gemma":[0.9986386,0.000093841554,0.00047051412,0.0002515612,0.0004025555,0.00014297328],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001053375,0.0002909753,0.00051481096,0.00029940813,0.00015155188,0.000046666173,0.00036955223,0.00012963326,0.0000063265843],"category_scores_gemma":[0.000026059666,0.00025246624,0.00009282933,0.0004055577,0.000026092503,0.0012223297,0.000021850827,0.00018678869,7.071006e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003177588,0.00035045895,0.00013388367,0.00018073084,0.0003057791,0.0003329188,0.0051508136,0.98340464,0.0055546407,0.0006087331,0.000017775805,0.003641853],"study_design_scores_gemma":[0.002139984,0.0038000026,0.00001546947,0.0007539911,0.00034811688,0.0030398525,0.010234131,0.8909089,0.08758023,0.00059915375,0.000038402733,0.0005417504],"about_ca_topic_score_codex":0.00030477194,"about_ca_topic_score_gemma":0.00003078326,"teacher_disagreement_score":0.37192208,"about_ca_system_score_codex":0.0001849746,"about_ca_system_score_gemma":0.00010825068,"threshold_uncertainty_score":0.9999927},"labels":[],"label_agreement":null},{"id":"W2047257222","doi":"10.3992/1943-4618-9.3.100","title":"MECHANICAL PERFORMANCE OF LIME-CEMENT MORTAR FOR STRAW-BALE CONSTRUCTION","year":2014,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Masonry and Concrete Structural Analysis","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":"Queen's University","funders":"","keywords":"Mortar; Compressive strength; Lime; Straw; Materials science; Masonry; Cement; Curing (chemistry); Composite material; Young's modulus; Geotechnical engineering; Structural engineering; Engineering; Metallurgy; Chemistry","score_opus":0.008199039823725768,"score_gpt":0.21053411445226786,"score_spread":0.20233507462854208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047257222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97704405,0.000062302635,0.022434426,0.00004997088,0.00026209594,0.00004232639,0.0000027215929,0.0000117504605,0.0000903559],"genre_scores_gemma":[0.9799334,0.00004066067,0.019707138,0.000010062065,0.0002830371,9.263516e-7,7.538063e-7,0.0000087197295,0.000015328958],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992195,0.000013541831,0.00041277168,0.00005928773,0.0001682026,0.0001267257],"domain_scores_gemma":[0.99953496,0.000039831863,0.00018741062,0.00008002486,0.00010099343,0.000056787103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028217045,0.00008815338,0.00025220716,0.00009041121,0.000046409237,0.000010417271,0.00012581554,0.000045773584,0.000059327336],"category_scores_gemma":[0.000020444124,0.00007327727,0.00015435118,0.000092338545,0.000019675635,0.00015392317,0.000011405445,0.00011809636,4.4403515e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028253012,0.000015976455,0.009844374,0.0008207115,0.0010636107,0.000003649126,0.0002934928,0.14065546,0.48238695,0.010927343,0.00022902565,0.3534769],"study_design_scores_gemma":[0.0012087745,0.0008757143,0.0020394903,0.00023409838,0.00041393965,0.00014233075,0.00014463135,0.81546676,0.17497545,0.0012719338,0.0029282712,0.00029858694],"about_ca_topic_score_codex":0.000006343051,"about_ca_topic_score_gemma":0.0000021721735,"teacher_disagreement_score":0.6748113,"about_ca_system_score_codex":0.000028186867,"about_ca_system_score_gemma":0.000008769913,"threshold_uncertainty_score":0.29881603},"labels":[],"label_agreement":null},{"id":"W2050290137","doi":"10.3992/jgb.4.3.61","title":"Buildings Alive! Establishing the Cost of Living Buildings Striving for Net Zero Performance","year":2009,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Zero-energy building; Zero (linguistics); Zero emission; Net (polyhedron); Green building; Engineering; Civil engineering; Environmental science; Efficient energy use; Mathematics; Waste management; Electrical engineering","score_opus":0.016319401307715295,"score_gpt":0.2637762545387719,"score_spread":0.2474568532310566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050290137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.726069,0.000098601806,0.27215123,0.0010077661,0.00026360547,0.00021189693,0.000004381319,0.000009859077,0.0001836904],"genre_scores_gemma":[0.9853525,0.0000145353915,0.013446573,0.00008211591,0.0009479209,0.000003345196,0.0000014608418,0.000018050152,0.00013346995],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998582,0.00004430111,0.00062312704,0.00013839462,0.00034114794,0.0002709978],"domain_scores_gemma":[0.99770844,0.00057691557,0.0011100654,0.00015621111,0.0003650634,0.00008328846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011439208,0.00016572118,0.00030796434,0.00019246468,0.00030591435,0.00015699642,0.00037061598,0.000049707593,0.00003697441],"category_scores_gemma":[0.0001516552,0.000120680736,0.00022189373,0.0002996634,0.00004444928,0.0011742737,0.000043368764,0.0002587787,5.0552734e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020409717,0.00026973314,0.18119276,0.000103229024,0.00033739503,0.000002013667,0.0065450734,0.04846025,0.14995398,0.048729613,0.0075616087,0.55664027],"study_design_scores_gemma":[0.008021887,0.004333117,0.38872653,0.01622953,0.001550199,0.00021841483,0.018693395,0.20559832,0.22078623,0.03304685,0.09937698,0.0034185469],"about_ca_topic_score_codex":0.000053119005,"about_ca_topic_score_gemma":0.000001566573,"teacher_disagreement_score":0.5532217,"about_ca_system_score_codex":0.000053968026,"about_ca_system_score_gemma":0.00007193938,"threshold_uncertainty_score":0.49212176},"labels":[],"label_agreement":null},{"id":"W2051592596","doi":"10.3992/jgb.1.1.63","title":"Compressive Testing and Analysis of Plastered Straw Bales","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"BIM and Construction Integration","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Compressive strength; Straw; Structural engineering; Engineering; Materials science; Composite material; Chemistry","score_opus":0.012153958329760128,"score_gpt":0.21485742796837676,"score_spread":0.20270346963861663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051592596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827014,0.00035808506,0.016336873,0.000010052455,0.00008642272,0.0000133203375,0.0000052684045,0.000010590307,0.0004779493],"genre_scores_gemma":[0.9899284,0.0000073155484,0.009963655,0.0000018988247,0.00008480956,1.7207594e-7,5.367092e-7,0.000004654244,0.000008521799],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99948305,0.000009765592,0.00030980646,0.000036373425,0.00010120866,0.000059814574],"domain_scores_gemma":[0.99956834,0.00009256363,0.00017443465,0.000035851845,0.0001059474,0.000022868015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007138382,0.00005563901,0.00018050129,0.00028194126,0.000024616555,0.000019284811,0.000044557524,0.000030748426,0.000011344915],"category_scores_gemma":[0.000016857255,0.000048679223,0.00005832899,0.00028252075,0.000024179584,0.00013174555,0.000006057094,0.00008879481,9.018188e-8],"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":[0.000018959514,0.00001595365,0.36525398,0.00007045629,0.0009268936,0.000013784274,0.00016228257,0.15892504,0.41174972,0.001553928,0.00013390314,0.06117511],"study_design_scores_gemma":[0.0006664989,0.00010072591,0.6206463,0.0002956099,0.0011678177,0.0002275007,0.00037947306,0.3370421,0.037551757,0.0015327528,0.00017292699,0.00021652206],"about_ca_topic_score_codex":0.00006904619,"about_ca_topic_score_gemma":0.00003837799,"teacher_disagreement_score":0.37419796,"about_ca_system_score_codex":0.000016011192,"about_ca_system_score_gemma":0.0000064190763,"threshold_uncertainty_score":0.1985081},"labels":[],"label_agreement":null},{"id":"W2052044823","doi":"10.3992/jgb.10.1.150","title":"CONSIDERATION OF THE USE PHASE IN CERTIFICATION PROGRAMS FOR RESIDENTIAL GREEN BUILDING","year":2015,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Certification; Green building; Architectural engineering; Energy consumption; Phase (matter); Consumption (sociology); Ecological footprint; Water efficiency; Environmental economics; Business; Environmental resource management; Environmental planning; Civil engineering; Engineering; Environmental science; Sustainability","score_opus":0.09660489396606753,"score_gpt":0.32412753235856506,"score_spread":0.22752263839249753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052044823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.906514,0.00023026134,0.09194371,0.000375126,0.0004802991,0.00041637968,0.0000028610218,0.000024436582,0.000012940845],"genre_scores_gemma":[0.97908235,0.00000997647,0.020557825,0.000017193644,0.00024338692,0.000012987596,0.0000016466604,0.000027829208,0.000046832756],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857175,0.000076949684,0.0007088722,0.00010678114,0.0003057307,0.00022991032],"domain_scores_gemma":[0.9988447,0.00014604932,0.00035504805,0.00017219817,0.00039611777,0.00008592191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095549965,0.00013231685,0.00025568693,0.00027588653,0.000057690442,0.0000983492,0.00022297955,0.000077114695,0.0000025536795],"category_scores_gemma":[0.00025924967,0.00010665038,0.00011406558,0.00031841715,0.000035613877,0.00059046544,0.000030842748,0.00020161238,1.9340487e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008420013,0.00060292607,0.03129401,0.00075568695,0.00039306533,0.00008092948,0.0036761593,0.26816434,0.49069616,0.0059432318,0.008408115,0.18914339],"study_design_scores_gemma":[0.021662463,0.0016637325,0.0098282,0.0025484746,0.00059409335,0.00045101714,0.003664446,0.57602733,0.32048538,0.03669509,0.02508499,0.00129476],"about_ca_topic_score_codex":0.00022191297,"about_ca_topic_score_gemma":0.00006028252,"teacher_disagreement_score":0.30786303,"about_ca_system_score_codex":0.00029519998,"about_ca_system_score_gemma":0.00015466174,"threshold_uncertainty_score":0.43490764},"labels":[],"label_agreement":null},{"id":"W2057100540","doi":"10.3992/jgb.3.2.26","title":"Should You Put Your Energy Into Green Roofs to Reduce Energy Consumption in Your Building","year":2008,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Green roof; Roof; Building envelope; Environmental science; Drainage; Architectural engineering; Green building; Engineering; Embodied energy; Civil engineering; Environmental engineering; Geography; Ecology","score_opus":0.04924088202602377,"score_gpt":0.288685061951828,"score_spread":0.23944417992580425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057100540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844784,0.0003746728,0.01324103,0.0011027409,0.00034229518,0.00007793771,0.0000025097434,0.000024483346,0.00035592192],"genre_scores_gemma":[0.9859123,0.0002005695,0.011951536,0.00050076825,0.0004885015,0.0000068943305,0.0000020181542,0.00003830981,0.00089910015],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9974304,0.0001352964,0.00083312916,0.00036042105,0.00076579495,0.00047497937],"domain_scores_gemma":[0.99890184,0.00007217305,0.0004013069,0.00024914666,0.00004200456,0.00033350172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006297108,0.0002589391,0.0003876822,0.0004302792,0.00021370093,0.000037723417,0.00048566092,0.00016641604,0.00028389203],"category_scores_gemma":[0.00009561465,0.0002469124,0.00014746153,0.0005488464,0.0001030975,0.00082207273,0.00022677243,0.00032510443,0.000025901829],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016895779,0.00012723194,0.32859877,0.00001563308,0.00004115206,0.00038130282,0.0022481803,0.013954135,0.588428,0.00037963444,0.0031167003,0.06254028],"study_design_scores_gemma":[0.004236842,0.0011173701,0.6931973,0.00084561796,0.0001404717,0.0033268577,0.00047145627,0.0090118935,0.21070035,0.0055386256,0.06965046,0.0017627671],"about_ca_topic_score_codex":0.010121398,"about_ca_topic_score_gemma":0.0013335192,"teacher_disagreement_score":0.3777277,"about_ca_system_score_codex":0.00086613034,"about_ca_system_score_gemma":0.00004479774,"threshold_uncertainty_score":0.99999833},"labels":[],"label_agreement":null},{"id":"W2057861210","doi":"10.3992/jgb.1.2.18","title":"Sustainable Technologies for Overview of Prototype Green-built House Design","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Sustainable design; Litmus; Engineering; Unit (ring theory); Green building; Design technology; Construction engineering; Systems engineering; Sustainability","score_opus":0.03155876606254966,"score_gpt":0.28177848474204426,"score_spread":0.2502197186794946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057861210","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21024938,0.014538501,0.77115035,0.00057607365,0.00032165923,0.0022019043,0.0000056693666,0.0007104148,0.00024605705],"genre_scores_gemma":[0.9148278,0.0002637927,0.08405233,0.000013029154,0.00021730078,0.000066521665,4.6486423e-7,0.000100327066,0.00045839822],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982843,0.000038892216,0.00072060025,0.00013705349,0.00031238818,0.00050679594],"domain_scores_gemma":[0.99867594,0.00020920522,0.0003586883,0.00023544159,0.0004727838,0.000047933278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009785441,0.0002312995,0.00049589446,0.00051551755,0.00009077556,0.000050986953,0.00044451185,0.00014449425,0.0000071189074],"category_scores_gemma":[0.00011078811,0.00020480927,0.00020882096,0.00048081914,0.00005290783,0.00037970446,0.000059225767,0.0002469814,6.4151345e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012471257,0.0007335981,0.008447799,0.015376145,0.0012063339,0.0009921435,0.00065711996,0.47158557,0.23768567,0.10173428,0.031434815,0.12889941],"study_design_scores_gemma":[0.007488403,0.004832412,0.002327347,0.0026719219,0.00076554663,0.0005815772,0.007176719,0.059050526,0.5419526,0.26381016,0.10723597,0.0021068198],"about_ca_topic_score_codex":0.00019186671,"about_ca_topic_score_gemma":0.00000431694,"teacher_disagreement_score":0.70457846,"about_ca_system_score_codex":0.00027937544,"about_ca_system_score_gemma":0.00014545051,"threshold_uncertainty_score":0.835188},"labels":[],"label_agreement":null},{"id":"W2057968690","doi":"10.3992/jgb.1.4.48","title":"Hunzinger Construction Company LEED CI Remodel: Green Through the Eyes of the General Contractor","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Construction Project Management and Performance","field":"Decision Sciences","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":"Eston College","funders":"","keywords":"Status quo; Quality (philosophy); Process (computing); Marketing; Business; Public relations; Economics; Market economy; Political science","score_opus":0.05982519326508883,"score_gpt":0.34470750477787765,"score_spread":0.2848823115127888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057968690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98138016,0.00026530182,0.009905495,0.0038020555,0.0014849289,0.0001526021,0.0000066224256,0.000010133112,0.0029927022],"genre_scores_gemma":[0.992285,0.000026146265,0.00543749,0.00017378556,0.0008574628,8.286004e-7,2.4078338e-7,0.000008865248,0.0012101545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969161,0.00020121827,0.0012014249,0.00016764845,0.0013071782,0.00020640853],"domain_scores_gemma":[0.9968951,0.0003793721,0.0017479752,0.00037764153,0.00056927674,0.00003067472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919047,0.00014226518,0.00034926098,0.0002070023,0.00037188703,0.00016739755,0.0009537065,0.00006204053,0.00015913033],"category_scores_gemma":[0.0001617479,0.000070614275,0.0003108607,0.0007483702,0.00035099348,0.00079572597,0.00014781949,0.00033035217,0.000005478504],"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":[0.000538023,0.000140166,0.5025272,0.000045056644,0.00037407878,0.000021402626,0.002058028,0.012613741,0.042681787,0.11861087,0.024640527,0.29574916],"study_design_scores_gemma":[0.0039884164,0.0002530231,0.40386057,0.0003258163,0.0003937539,0.0016158967,0.0036803263,0.033878982,0.015191034,0.26859972,0.26750955,0.00070293027],"about_ca_topic_score_codex":0.0009243964,"about_ca_topic_score_gemma":0.00017729189,"teacher_disagreement_score":0.2950462,"about_ca_system_score_codex":0.0000468143,"about_ca_system_score_gemma":0.00008122309,"threshold_uncertainty_score":0.28795663},"labels":[],"label_agreement":null},{"id":"W2059758182","doi":"10.3992/jgb.6.1.114","title":"Acoustical Improvements with Natural Air Ventilation in the Liu Institute for Global Issues at the University of British Columbia","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Noise Effects and Management","field":"Health Professions","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 British Columbia; Spinal Cord Injury BC; Stantec (Canada)","funders":"","keywords":"Natural ventilation; Architectural engineering; Indoor air quality; Engineering; Ventilation (architecture); Noise (video); Quality (philosophy); Acoustics; Computer science; Mechanical engineering; Environmental engineering","score_opus":0.029766060000340273,"score_gpt":0.32715994876992455,"score_spread":0.2973938887695843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059758182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954173,0.00011378889,0.0028229528,0.00043676503,0.00039243881,0.00053866307,0.0000145115255,0.0000035363607,0.0002600259],"genre_scores_gemma":[0.99636495,0.00002368714,0.0023630217,0.00019841791,0.00011919351,0.0000016601098,0.0000014283347,0.000003965555,0.0009236753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992562,0.00011140091,0.0002148981,0.00006817224,0.00019356557,0.00015575379],"domain_scores_gemma":[0.99937975,0.00007712896,0.0003091249,0.000085993706,0.00012119582,0.000026776439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008078775,0.000043120603,0.00013257712,0.000017330738,0.00032678424,0.00000772364,0.000206796,0.000037965965,0.00003499543],"category_scores_gemma":[0.00003128204,0.00003373436,0.00005192872,0.00010192526,0.00006190998,0.0001737936,0.0000876107,0.00019350619,7.641676e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003185055,0.0005604416,0.7360309,0.0011949996,0.00056760357,0.00040749757,0.010082756,0.0002507121,0.0019460776,0.002311411,0.10933457,0.134128],"study_design_scores_gemma":[0.0016456321,0.00031861488,0.97905266,0.000527836,0.00012209883,0.000013817087,0.0026211373,0.00019421251,0.000009506621,0.0005720357,0.014860845,0.00006161676],"about_ca_topic_score_codex":0.017968733,"about_ca_topic_score_gemma":0.0927324,"teacher_disagreement_score":0.24302177,"about_ca_system_score_codex":0.00015280639,"about_ca_system_score_gemma":0.000055574936,"threshold_uncertainty_score":0.9885707},"labels":[],"label_agreement":null},{"id":"W2071279857","doi":"10.3992/jgb.7.4.16","title":"EFFICIENT HEATING AND COOLING SYSTEMS FOR LOW-ENERGY HOUSES","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Passive cooling; Efficient energy use; Environmental science; Engineering; Civil engineering; Waste management; Geography; Electrical engineering; Meteorology; Thermal","score_opus":0.010892445026454145,"score_gpt":0.21591140161520547,"score_spread":0.20501895658875133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071279857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62733245,0.0051531354,0.36670285,0.000008368968,0.00069800863,0.000029545092,0.0000010370084,0.000038772698,0.00003581224],"genre_scores_gemma":[0.98962146,0.00012707953,0.009466536,0.000016601953,0.00071736326,0.0000035449655,4.9801275e-7,0.00003094861,0.000015996397],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928594,0.000013518336,0.00030884668,0.000050523464,0.00012060306,0.00022059461],"domain_scores_gemma":[0.9995603,0.0000999471,0.00012421246,0.000057719237,0.00006403106,0.00009381475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035811515,0.00009944863,0.00018510499,0.00013269737,0.000094048984,0.00004131211,0.000070807924,0.00005891691,0.0000012085612],"category_scores_gemma":[0.000025149215,0.00008968577,0.00005319831,0.00009541157,0.000010755122,0.00014054701,0.000015664662,0.00008881833,5.7956655e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012377932,0.000010495335,0.0007618272,0.00008293863,0.000040277475,8.8843063e-7,0.00011399764,0.9923689,0.002097094,0.0023136747,0.00007896343,0.0021185644],"study_design_scores_gemma":[0.00031463,0.00003556147,0.00016073948,0.000283657,0.00003724519,0.000132726,0.000085088854,0.99538946,0.0022631157,0.00003405467,0.0011318043,0.00013192817],"about_ca_topic_score_codex":0.000028831126,"about_ca_topic_score_gemma":0.0000010253257,"teacher_disagreement_score":0.36228895,"about_ca_system_score_codex":0.000052904903,"about_ca_system_score_gemma":0.000008471859,"threshold_uncertainty_score":0.36572796},"labels":[],"label_agreement":null},{"id":"W2075954390","doi":"10.3992/jgb.1.1.92","title":"Learning How Buildings Work Is Crucial to Better Green Design","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Design Education and Practice","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":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Work (physics); Building design; Green building; Perspective (graphical); Engineering; Computer science; Risk analysis (engineering); Construction engineering; Business; Artificial intelligence","score_opus":0.018837579595320723,"score_gpt":0.24670067777037138,"score_spread":0.22786309817505065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075954390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6326023,0.00053042476,0.35110188,0.012589912,0.0015906761,0.00016791969,0.0000011126617,0.00012575484,0.0012900793],"genre_scores_gemma":[0.8994807,0.000026442785,0.09363314,0.00091858616,0.0034280485,0.0000035917603,4.466181e-7,0.00007249798,0.0024365357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986477,0.0000996222,0.0004067436,0.00013603346,0.00037628406,0.0003336376],"domain_scores_gemma":[0.99904203,0.00026790425,0.00023255048,0.00012525817,0.00016126127,0.00017100331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008651154,0.00019288268,0.00027237117,0.00037982053,0.00012899833,0.00020697294,0.00029257406,0.00009919506,0.00013532245],"category_scores_gemma":[0.000097410746,0.00019171345,0.00012812656,0.0005296862,0.000015047269,0.00064557395,0.000028370627,0.0005906828,0.000044766668],"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":[0.0003332301,0.00011649547,0.02527755,0.00012651348,0.00038469306,0.00021878118,0.005175962,0.09351973,0.13921365,0.00023467484,0.44170597,0.29369274],"study_design_scores_gemma":[0.0012660573,0.00036839294,0.014790986,0.00043590856,0.00020431376,0.00043781177,0.00041308408,0.0024267673,0.025556516,0.0013560312,0.951848,0.00089614355],"about_ca_topic_score_codex":0.00007408073,"about_ca_topic_score_gemma":0.0000029535188,"teacher_disagreement_score":0.510142,"about_ca_system_score_codex":0.00014294956,"about_ca_system_score_gemma":0.00003998022,"threshold_uncertainty_score":0.7817848},"labels":[],"label_agreement":null},{"id":"W2076864685","doi":"10.3992/jgb.5.4.78","title":"Prospecting for Silver Striking Platinum: Our First LEED Project","year":2010,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Construction Project Management and Performance","field":"Decision Sciences","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":"Response Biomedical (Canada)","funders":"","keywords":"Prospecting; Architectural engineering; Platinum; Engineering; Environmental science; Environmental economics; Mining engineering; Economics; Chemistry","score_opus":0.10007929521003137,"score_gpt":0.4036332520345676,"score_spread":0.30355395682453623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076864685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98463833,0.00002659684,0.009873435,0.0015264848,0.002549769,0.00035599264,0.0000035002327,0.000023636912,0.0010022714],"genre_scores_gemma":[0.966139,0.000004981342,0.031201584,0.000048263475,0.0013943767,0.000005035404,2.3410297e-7,0.000013999031,0.0011925367],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975063,0.000030865558,0.0009957525,0.00023615338,0.0009512277,0.0002796637],"domain_scores_gemma":[0.99727243,0.0005031839,0.0012882653,0.00024248497,0.0006260186,0.000067620735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045191883,0.00014387166,0.00031827978,0.0007594343,0.00045085602,0.00042979512,0.0006775244,0.00007701839,0.00007431197],"category_scores_gemma":[0.0018705983,0.0001042134,0.00024100287,0.00076419924,0.000029046347,0.0010942885,0.00012166538,0.0004784398,0.0000054080733],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044389494,0.00008045374,0.5119313,0.00008194133,0.00016831233,0.000028798324,0.003267157,0.00043606648,0.030009976,0.008275315,0.014259576,0.43101722],"study_design_scores_gemma":[0.006565245,0.0009887293,0.048128035,0.00044130496,0.00021658026,0.0011995744,0.010953604,0.04173983,0.011251218,0.043315798,0.83405536,0.0011446992],"about_ca_topic_score_codex":0.000035380195,"about_ca_topic_score_gemma":0.00021484136,"teacher_disagreement_score":0.8197958,"about_ca_system_score_codex":0.000038515835,"about_ca_system_score_gemma":0.000117127434,"threshold_uncertainty_score":0.42496994},"labels":[],"label_agreement":null},{"id":"W2087057655","doi":"10.3992/jgb.8.1.44","title":"A ROADMAP FOR CLIMATE ACTION AT THE UNIVERSITY OF CALGARY: HIGHER EDUCATION CAMPUSES AS CLIMATE LEADERS","year":2013,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Higher education; Climate change; Political science; Public relations; Public administration; Environmental planning; Engineering; Geography; Geology","score_opus":0.1577688680665098,"score_gpt":0.42581208725045655,"score_spread":0.26804321918394675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087057655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899189,0.00028029433,0.00068684405,0.007149588,0.0005911502,0.00020620716,0.0000028688125,0.0000050144467,0.0011591162],"genre_scores_gemma":[0.9918147,0.00036131046,0.0016982872,0.00022634503,0.00023695017,0.0000010749766,4.1731923e-7,0.0000070289834,0.005653915],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977846,0.00016663346,0.00045248074,0.0001838592,0.0011006381,0.00031176265],"domain_scores_gemma":[0.9973562,0.0008244067,0.0007881026,0.00020793978,0.00067419285,0.00014915485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034064483,0.000085884276,0.00021713354,0.00028578416,0.0005519854,0.00011600592,0.00087795424,0.00006880387,0.00067308085],"category_scores_gemma":[0.00047725913,0.000051175895,0.00019131627,0.00048703598,0.00029821842,0.0011898709,0.00015083424,0.00023803834,0.00008486408],"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":[0.0008850227,0.00021779277,0.22872077,0.00015003659,0.00011638118,0.00001094118,0.005229208,0.0008684768,0.16893306,0.006897371,0.17389795,0.414073],"study_design_scores_gemma":[0.0018321605,0.0006983719,0.5133167,0.0003636918,0.00012505418,0.00020237043,0.032093935,0.004734416,0.011465557,0.040518474,0.39419967,0.00044962493],"about_ca_topic_score_codex":0.0005922242,"about_ca_topic_score_gemma":0.000053766784,"teacher_disagreement_score":0.41362336,"about_ca_system_score_codex":0.00014432096,"about_ca_system_score_gemma":0.0002202239,"threshold_uncertainty_score":0.7369763},"labels":[],"label_agreement":null},{"id":"W2092364284","doi":"10.3992/jgb.7.3.16","title":"FROM YOUR CAR TO YOUR PATIO: USING RECYCLED TIRE PRODUCTS IN BUILDING PROJECTS","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"BIM and Construction Integration","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Architectural engineering; Environmental science; Civil engineering; Automotive engineering; Waste management","score_opus":0.043221712524864724,"score_gpt":0.2797438039893068,"score_spread":0.23652209146444209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092364284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98539376,0.0008114974,0.011694836,0.0001577886,0.0016775826,0.00011258808,0.0000039028723,0.000041890577,0.0001061383],"genre_scores_gemma":[0.96055824,0.000016597194,0.03742711,0.000031490472,0.0019032928,0.0000029628018,7.902406e-7,0.000034439898,0.000025066616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998766,0.000043971097,0.00052822544,0.00011935327,0.00023183251,0.0003106053],"domain_scores_gemma":[0.9993776,0.000025802863,0.00017777672,0.00013284327,0.00014916234,0.00013678608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035416073,0.00016524059,0.0002627359,0.000433582,0.00006023939,0.000053093467,0.0001483496,0.00010014542,0.000017504597],"category_scores_gemma":[0.000098443816,0.00015607693,0.00006660976,0.00048299856,0.000011099803,0.0007751031,0.000026630365,0.0003146727,0.0000029699654],"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":[0.0000643151,0.000046717523,0.07021936,0.00006990927,0.00011550567,0.000019310706,0.005765131,0.007272799,0.70531565,0.00041929487,0.0004115617,0.21028046],"study_design_scores_gemma":[0.0064898417,0.0005802507,0.16863625,0.0068082805,0.0007584275,0.002527691,0.016853489,0.17219786,0.584707,0.004587798,0.031854674,0.0039983992],"about_ca_topic_score_codex":0.00040876927,"about_ca_topic_score_gemma":0.000023454262,"teacher_disagreement_score":0.20628206,"about_ca_system_score_codex":0.00031921238,"about_ca_system_score_gemma":0.00005257961,"threshold_uncertainty_score":0.6364633},"labels":[],"label_agreement":null},{"id":"W2095407442","doi":"10.3992/jgb.7.1.3","title":"INTEGRATING OPERATIONS AND RESEARCH TO DEMONSTRATE BIOENERGY HEATING AT THE UNIVERSITY OF NORTHERN BRITISH COLUMBIA","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bioenergy; Renewable energy; Heating system; Environmental economics; Biomass (ecology); Resource (disambiguation); Sustainable energy; Engineering; Environmental resource management; Architectural engineering; Environmental science; Business; Computer science; Ecology; Economics","score_opus":0.028427899687822913,"score_gpt":0.2848574189230037,"score_spread":0.2564295192351808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095407442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995021,0.00065882853,0.0036814776,0.00019057775,0.00015790951,0.000037586484,0.000003036841,0.00001010447,0.00023947218],"genre_scores_gemma":[0.9932628,0.00006950129,0.0061448677,0.000010304561,0.00014511622,2.3910482e-7,3.9719257e-7,0.000010252186,0.0003565237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994747,0.000044620465,0.00015962105,0.00003942388,0.00012706454,0.00015454381],"domain_scores_gemma":[0.9995492,0.00010948484,0.000027249222,0.000063021165,0.00014695675,0.00010405407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006549351,0.000038464666,0.000095208,0.00006468816,0.00021253242,0.000056803165,0.000104707615,0.000029781653,0.000060040322],"category_scores_gemma":[0.00007656801,0.000045325756,0.000027433542,0.0001937731,0.00003565338,0.00014217668,0.00003869596,0.00020207843,0.0000013754689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012459702,0.00005862811,0.4975293,0.00015551392,0.00018636986,0.000015900445,0.016554782,0.18579198,0.1517641,0.00028751337,0.0067160875,0.14092737],"study_design_scores_gemma":[0.0018242163,0.0005825403,0.73833543,0.0025147358,0.00018539454,0.0027610678,0.045721617,0.10078016,0.014523865,0.00020435282,0.09138813,0.0011784789],"about_ca_topic_score_codex":0.009194575,"about_ca_topic_score_gemma":0.064758964,"teacher_disagreement_score":0.24080615,"about_ca_system_score_codex":0.00009029437,"about_ca_system_score_gemma":0.000030564577,"threshold_uncertainty_score":0.99740326},"labels":[],"label_agreement":null},{"id":"W2126450954","doi":"10.3992/jgb.1.3.26","title":"UBC Life Sciences Centre","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Engineering; Architectural engineering","score_opus":0.0173862742812022,"score_gpt":0.28879818002802765,"score_spread":0.27141190574682544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126450954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99202585,0.0014400524,0.0027388185,0.0015632767,0.00024716128,0.00005000748,0.0000039484185,0.0000029540454,0.0019279108],"genre_scores_gemma":[0.98910916,0.00031016982,0.008378314,0.00025106175,0.0012536629,2.3038436e-7,0.0000031867714,0.0000072979365,0.0006869354],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873674,0.00003269242,0.0003969636,0.000100471945,0.00045900105,0.00027415],"domain_scores_gemma":[0.9993213,0.000020493544,0.00021411099,0.00009907387,0.00018362404,0.00016138767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006929741,0.00008832095,0.00013392782,0.00011356016,0.00010684281,0.000037660797,0.00035143227,0.00009070752,0.000027570904],"category_scores_gemma":[0.00024255598,0.00006537159,0.00011522158,0.00012713256,0.00020095576,0.000008054923,0.00010485213,0.0001205788,0.0000064709343],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013386772,0.00019189405,0.045890547,0.00010218297,0.000112597205,0.000035267636,0.0001030372,0.00038196254,0.8416954,0.00048351803,0.07553606,0.035333637],"study_design_scores_gemma":[0.0031579742,0.003025474,0.03256747,0.0002629446,0.00008756255,0.00037852384,0.0011789602,0.0019090885,0.449466,0.0032354847,0.5039528,0.00077773],"about_ca_topic_score_codex":0.000052876785,"about_ca_topic_score_gemma":0.000024311234,"teacher_disagreement_score":0.42841673,"about_ca_system_score_codex":0.000013221868,"about_ca_system_score_gemma":0.00019431688,"threshold_uncertainty_score":0.26657763},"labels":[],"label_agreement":null},{"id":"W2144953355","doi":"10.3992/jgb.3.3.1","title":"Natural Building Materials in Mainstream Construction: Lessons from the U. K.","year":2008,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Foreign Affairs and International Trade Canada","keywords":"Architectural engineering; Mainstream; Rammed earth; Building material; Natural (archaeology); Embodied energy; Natural ventilation; Natural materials; Engineering; Building construction; Building science; Civil engineering; Construction engineering; Environmental science; Mechanical engineering; Materials science; Ecology","score_opus":0.019672605258926796,"score_gpt":0.23539679295013347,"score_spread":0.21572418769120666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144953355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948857,0.0011643821,0.0005278617,0.00077319104,0.002345101,0.00011723783,0.00001888684,0.00006932617,0.00009830839],"genre_scores_gemma":[0.9851688,0.00029977702,0.0131762475,0.000092798306,0.0011881532,0.0000033410838,0.0000010667025,0.00005419338,0.000015621312],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99818337,0.000123423,0.0008498648,0.00014566824,0.0003345095,0.00036315218],"domain_scores_gemma":[0.9991609,0.00018893888,0.0002629026,0.00023258553,0.00007614603,0.00007855534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000625682,0.00023907627,0.000509966,0.00017824445,0.00015645046,0.00009532848,0.0005379358,0.0001070278,0.00015865972],"category_scores_gemma":[0.00011207275,0.00017146273,0.000118653945,0.00020223581,0.00014037052,0.0005271935,0.00007879304,0.00040118006,0.000009333126],"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":[0.000068078916,0.00001184393,0.0033868516,0.00002574392,0.0001075293,0.00017817508,0.00047789182,0.0062195505,0.98456216,0.00024116943,0.00057632494,0.004144694],"study_design_scores_gemma":[0.0020746256,0.00007725045,0.034955595,0.0011325864,0.00007801961,0.0030059793,0.00040495425,0.0012007405,0.9496359,0.0015324462,0.005211994,0.0006898946],"about_ca_topic_score_codex":0.00036319796,"about_ca_topic_score_gemma":0.00002570038,"teacher_disagreement_score":0.034926232,"about_ca_system_score_codex":0.00019303529,"about_ca_system_score_gemma":0.00004606724,"threshold_uncertainty_score":0.69920474},"labels":[],"label_agreement":null},{"id":"W2177210148","doi":"10.3992/jgb.6.3.59","title":"THE ESSENCE OF LOW-ENERGY AFFORDABLE HOUSING DESIGN STRATEGIES","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada; Government of the United Kingdom","keywords":"Affordable housing; Government (linguistics); Scope (computer science); Status quo; Renewable energy; Zero-energy building; Business; Environmental economics; Sustainable living; Architectural engineering; Engineering; Civil engineering; Economics; Sustainability; Computer science","score_opus":0.01938418353142126,"score_gpt":0.20082214655585878,"score_spread":0.18143796302443752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177210148","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11281066,0.0006335066,0.88545257,0.000012275464,0.00034418242,0.00001878832,2.4182333e-7,0.000030881154,0.00069689186],"genre_scores_gemma":[0.9656346,0.000283798,0.03394006,0.000006616647,0.0000881666,8.93404e-7,9.810412e-8,0.00002001351,0.00002577943],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999243,0.000028833414,0.00034932184,0.00004957762,0.00016385068,0.0001654167],"domain_scores_gemma":[0.99945426,0.000083080515,0.00020338433,0.000118860524,0.00010077126,0.00003967241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003589614,0.00009623617,0.00015214001,0.00009452602,0.00010456015,0.000037699723,0.00026135167,0.000053412983,0.000009767903],"category_scores_gemma":[0.000013568514,0.00006970447,0.000066986286,0.00018879968,0.000041999156,0.00042207565,0.00002041538,0.00012684472,1.1071978e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032083808,0.000011517399,0.00010848271,0.000022996546,0.0000595979,0.000008479849,0.00019680896,0.9560566,0.013196871,0.025457438,0.0000927534,0.0047563855],"study_design_scores_gemma":[0.0006185598,0.00034904358,0.0005174309,0.00080957817,0.00011299587,0.00019092804,0.0012894345,0.5712516,0.36872903,0.054659013,0.0009773344,0.0004951042],"about_ca_topic_score_codex":0.00006620588,"about_ca_topic_score_gemma":0.000016664193,"teacher_disagreement_score":0.8528239,"about_ca_system_score_codex":0.000030289495,"about_ca_system_score_gemma":0.000045598175,"threshold_uncertainty_score":0.2842466},"labels":[],"label_agreement":null},{"id":"W2231086204","doi":"10.3992/jgb.10.2.113","title":"THE EVALUATION OF CHANGE IN CONCRETE STRENGTH DUE TO FABRIC FORMWORK","year":2015,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":11,"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":"Formwork; Compressive strength; Cement; Polyolefin; Materials science; Superplasticizer; Composite material; Structural engineering; Engineering","score_opus":0.1172811298607757,"score_gpt":0.33512184452609495,"score_spread":0.21784071466531923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231086204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961461,0.00043894103,0.0017979746,0.00012042904,0.0005923225,0.00023156026,0.0000021559108,0.000008562978,0.0006619878],"genre_scores_gemma":[0.99839276,0.000020994927,0.0012153622,0.00002854124,0.00031220613,0.000008751434,5.668466e-7,0.0000145857675,0.0000062021704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858516,0.000073570234,0.00058336725,0.00004561036,0.0005357723,0.00017649101],"domain_scores_gemma":[0.9989431,0.00008803596,0.00024389423,0.000104109124,0.00056326017,0.000057591904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037450641,0.00009268541,0.00023334155,0.00021530522,0.0000225048,0.000027606895,0.0001903167,0.00003970489,0.000015528321],"category_scores_gemma":[0.0003320286,0.00006857498,0.00003710678,0.00037365218,0.000014176499,0.00027485052,0.00003697999,0.00011343612,0.0000026140285],"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":[0.0005992989,0.000009455715,0.010467863,0.00033260154,0.000646752,0.00007433993,0.015121131,0.091557756,0.46241117,0.013130552,0.004199562,0.4014495],"study_design_scores_gemma":[0.011556397,0.0019157173,0.037302583,0.003141689,0.0003937516,0.000268125,0.0035990907,0.39948884,0.5120196,0.0036719972,0.025316132,0.001326127],"about_ca_topic_score_codex":0.000043156466,"about_ca_topic_score_gemma":0.000010052668,"teacher_disagreement_score":0.4001234,"about_ca_system_score_codex":0.0002571652,"about_ca_system_score_gemma":0.000050832947,"threshold_uncertainty_score":0.27964064},"labels":[],"label_agreement":null},{"id":"W2559586841","doi":"10.3992/jgb.11.3.162.1","title":"WATER CONSERVATION: OBSERVATIONS FROM A HIGHER EDUCATION FACILITY MANAGEMENT PERSPECTIVE","year":2016,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Mohawk College","funders":"","keywords":"Business; Water conservation; Perspective (graphical); Facility management; Institution; Higher education; Academic institution; Environmental resource management; Best practice; Environmental planning; Public relations; Engineering; Marketing; Political science; Water resources; Environmental science; Management; Economic growth; Ecology; Computer science; Economics","score_opus":0.025966131736615876,"score_gpt":0.25845579852123607,"score_spread":0.23248966678462019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559586841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9412903,0.00044664438,0.04780016,0.0077063665,0.001159681,0.00016070197,0.000011454949,0.000078755715,0.0013459269],"genre_scores_gemma":[0.9874833,0.000055967917,0.009686578,0.00017937874,0.0003507628,0.000010176568,0.0000021017745,0.000014542547,0.0022171587],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991182,0.000032615895,0.00033093372,0.000110748864,0.00022438404,0.000183109],"domain_scores_gemma":[0.9993353,0.00006676418,0.00007966988,0.00015039372,0.00029367875,0.00007422247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022097943,0.00012053984,0.00015821979,0.0001526942,0.00006642718,0.000044673965,0.00016398034,0.00004512338,0.00027177006],"category_scores_gemma":[0.000010390753,0.00007640478,0.00008107394,0.00011549812,0.000021413443,0.00044566253,0.000029709861,0.000099660196,0.000011845394],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002469319,0.00062068604,0.104553856,0.00039652645,0.0026736131,0.00021920401,0.0036233224,0.0050432454,0.53170073,0.15504351,0.07779879,0.11807959],"study_design_scores_gemma":[0.0038608103,0.00022707297,0.37239152,0.0012285727,0.00050481426,0.000057390724,0.0064158826,0.00087537704,0.040962208,0.19865836,0.37365064,0.0011673607],"about_ca_topic_score_codex":0.00010044683,"about_ca_topic_score_gemma":0.0000028349393,"teacher_disagreement_score":0.4907385,"about_ca_system_score_codex":0.0006304493,"about_ca_system_score_gemma":0.000050514067,"threshold_uncertainty_score":0.31156966},"labels":[],"label_agreement":null},{"id":"W2570152866","doi":"10.3992/jgb.11.4.131.1","title":"PERFORMANCE OF SUSTAINABLE BUILDINGS IN COLDER CLIMATES","year":2016,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Context (archaeology); Architectural engineering; Process (computing); Post-occupancy evaluation; Green building; Facility management; Sustainability; Building design; Energy performance; Building code; Computer science; Efficient energy use; Environmental resource management; Engineering; Business; Environmental science; Ecology; Geography","score_opus":0.007569687720743987,"score_gpt":0.22752500248254504,"score_spread":0.21995531476180105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570152866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509305,0.00046568684,0.0035693627,0.00014221967,0.00016096643,0.000109718276,8.58504e-7,0.000029283483,0.0004288788],"genre_scores_gemma":[0.99490845,0.00035996898,0.0042342474,0.000012288732,0.00010777635,0.0000036819824,7.500963e-8,0.000032536853,0.00034099194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846834,0.000027158147,0.0006584052,0.00009988495,0.00028958436,0.00045665615],"domain_scores_gemma":[0.99914265,0.00016307735,0.00023129524,0.00013761564,0.00023972403,0.00008565901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008825513,0.00015975769,0.00036775437,0.0005606758,0.0000376382,0.00002249085,0.0002882281,0.000074810596,0.00004536236],"category_scores_gemma":[0.00007327445,0.00011544121,0.00009692382,0.0003977594,0.000043292184,0.0006313111,0.00005278636,0.0001697339,0.0000013843669],"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":[0.00022759297,0.00014298958,0.3196224,0.0014137895,0.00018704071,0.00045113734,0.00075430755,0.022564188,0.6080953,0.0090391105,0.0020350225,0.035467166],"study_design_scores_gemma":[0.011523167,0.0020365587,0.10445502,0.007389318,0.0002386436,0.00072791177,0.007638481,0.02303977,0.7982827,0.0060398784,0.036635436,0.0019931067],"about_ca_topic_score_codex":0.000026519174,"about_ca_topic_score_gemma":0.0000013205162,"teacher_disagreement_score":0.21516737,"about_ca_system_score_codex":0.00037674772,"about_ca_system_score_gemma":0.00008208954,"threshold_uncertainty_score":0.4707556},"labels":[],"label_agreement":null},{"id":"W2596361897","doi":"10.3992/1552-6100.12.1.123","title":"AN EVALUATION OF INDOOR ENVIRONMENTAL QUALITY AND OCCUPANT WELL-BEING IN MANITOBA SCHOOL BUILDINGS","year":2017,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indoor air quality; Thermal comfort; Environmental quality; Air quality index; Architectural engineering; Environmental science; Post-occupancy evaluation; Psychology; Engineering; Geography; Environmental engineering; Meteorology; Political science","score_opus":0.02769787292605105,"score_gpt":0.2915602820016071,"score_spread":0.2638624090755561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596361897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99580693,0.00021896747,0.003453546,0.0000332332,0.00019428035,0.00007558575,0.0000014258551,0.000011572735,0.00020445378],"genre_scores_gemma":[0.9936821,0.00013883883,0.0060111666,0.000013480663,0.00013014491,0.0000019625475,0.0000011930513,0.0000186374,0.0000025129953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998729,0.00007330073,0.0005307273,0.00011045303,0.00040880084,0.0001477306],"domain_scores_gemma":[0.99918187,0.000030776435,0.00042151328,0.00022905333,0.000047564423,0.00008925276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018119427,0.00012113738,0.00024891013,0.00021121553,0.00011793348,0.00006926978,0.0002640495,0.00009055358,0.00002403359],"category_scores_gemma":[0.00007718657,0.00012059166,0.00005073281,0.000046577763,0.00004496347,0.0008902012,0.000043903867,0.00023395517,2.686211e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006549547,0.00006112391,0.5366886,0.000057490302,0.00006988843,0.000008987144,0.00029180406,0.33524704,0.09008427,0.0005175724,0.000013263089,0.03689446],"study_design_scores_gemma":[0.0019120295,0.00011616801,0.7123529,0.00032902093,0.00010695774,0.00006340013,0.00028837606,0.25675082,0.02507625,0.0026657917,0.000062439736,0.00027588854],"about_ca_topic_score_codex":0.0001867044,"about_ca_topic_score_gemma":0.00008071214,"teacher_disagreement_score":0.17566425,"about_ca_system_score_codex":0.0001723057,"about_ca_system_score_gemma":0.000024430135,"threshold_uncertainty_score":0.49175853},"labels":[],"label_agreement":null},{"id":"W2626243573","doi":"10.3992/1943-4618.12.2.1","title":"REDUCING ROAD SALT APPLICATION BY CONSIDERING WINTER MAINTENANCE NEEDS IN PARKING LOT DESIGN","year":2017,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Highway maintenance; Engineering; Environmental science; Business; Civil engineering; Architectural engineering","score_opus":0.017834808340412543,"score_gpt":0.24941806168697012,"score_spread":0.23158325334655758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626243573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676559,0.00003095598,0.031170614,0.00039081022,0.00043214788,0.000110493624,6.0992085e-7,0.00000932351,0.00019913852],"genre_scores_gemma":[0.9817773,0.000013809007,0.017998425,0.000040414445,0.00012899972,0.0000033376336,1.672326e-7,0.000015924814,0.000021602316],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988555,0.00005802075,0.0004700111,0.00014894851,0.00023132416,0.00023621829],"domain_scores_gemma":[0.9988264,0.000039413826,0.0008030847,0.0002457293,0.000016038795,0.00006937469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010655335,0.00011345858,0.00020279441,0.00009741218,0.0002135418,0.00012994936,0.00036296676,0.00005578653,0.000049601313],"category_scores_gemma":[0.00014552436,0.00010675345,0.00005218025,0.00007759608,0.00013001716,0.0007991804,0.00014477786,0.00017362846,0.00001591371],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056473775,0.000013223159,0.25498256,0.000006019693,0.000010153813,0.000018906354,0.0002965001,0.0023922464,0.71931386,0.000014824252,0.00045251392,0.022442704],"study_design_scores_gemma":[0.0025095644,0.00024100537,0.54490906,0.0012904346,0.00007040575,0.0022092143,0.00057363114,0.016932745,0.42243624,0.0031631698,0.0048887366,0.00077576295],"about_ca_topic_score_codex":0.0014800525,"about_ca_topic_score_gemma":0.00007071066,"teacher_disagreement_score":0.29687765,"about_ca_system_score_codex":0.000321336,"about_ca_system_score_gemma":0.000013125695,"threshold_uncertainty_score":0.43532795},"labels":[],"label_agreement":null},{"id":"W2779660229","doi":"10.3992/1943-4618.12.4.54","title":"COMPARATIVE STUDY OF GREENHOUSE GAS EMISSIONS FROM HAND TUNNELING AND PILOT TUBE METHOD UNDERGROUND CONSTRUCTION METHODS","year":2017,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Trenchless technology; Carbon footprint; Environmental engineering; Engineering; Overburden; Pipeline transport; Pollutant; Environmental science; Global warming; Waste management; Civil engineering; Climate change; Mining engineering","score_opus":0.03844167403148174,"score_gpt":0.3535425587493456,"score_spread":0.31510088471786385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779660229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6997545,0.00028430583,0.29929787,0.000049270944,0.0003269801,0.00012105828,0.0000032665507,0.000015370288,0.00014740524],"genre_scores_gemma":[0.7862706,0.000038511134,0.21347637,0.00000443171,0.00018218087,0.0000011509845,3.2859103e-7,0.000018282575,0.000008108712],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983336,0.00027480547,0.00073943776,0.00018508176,0.0002569586,0.00021014731],"domain_scores_gemma":[0.9980853,0.0005683466,0.0005622839,0.00036795044,0.0002574875,0.00015862506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009961443,0.00022067761,0.00071261206,0.00019089386,0.0005156308,0.00020433681,0.00031236222,0.00008517927,0.000029513472],"category_scores_gemma":[0.00021182866,0.00018723133,0.00009168453,0.00009169076,0.00017814657,0.00073653617,0.000111370566,0.00047965685,1.2084627e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091582193,0.00074738683,0.12985092,0.00041783304,0.0036460292,0.00012861118,0.031885315,0.03954149,0.60502696,0.0012670206,0.00034493106,0.18622768],"study_design_scores_gemma":[0.015966127,0.00698783,0.32930556,0.001072507,0.0025301473,0.00120807,0.10707683,0.12534106,0.10786588,0.2990581,0.0015695875,0.0020182976],"about_ca_topic_score_codex":0.0009306772,"about_ca_topic_score_gemma":0.00020087542,"teacher_disagreement_score":0.4971611,"about_ca_system_score_codex":0.00013104393,"about_ca_system_score_gemma":0.00005517041,"threshold_uncertainty_score":0.7635072},"labels":[],"label_agreement":null},{"id":"W2794462640","doi":"10.3992/1943-4618.13.1.95","title":"THE EFFECT OF OCCUPANCY ON ELECTRICITY USE IN THREE CANADIAN SCHOOLS","year":2018,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Electricity; Consumption (sociology); Energy consumption; Post-occupancy evaluation; Environmental science; Architectural engineering; Engineering; Agricultural economics; Economics; Electrical engineering; Sociology","score_opus":0.008294780241096748,"score_gpt":0.21871274278695407,"score_spread":0.21041796254585732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794462640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959881,0.00016316531,0.0032480732,0.000052784733,0.0003032909,0.00005183692,9.1802434e-7,0.0000111744,0.00018068527],"genre_scores_gemma":[0.99900466,0.000039730334,0.00074028474,0.000017849894,0.00017086415,0.0000010761779,1.8571467e-7,0.000014341718,0.000010998283],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999281,0.000035989833,0.0002778275,0.00005248703,0.00014780961,0.00020489596],"domain_scores_gemma":[0.99947375,0.00016764348,0.00009931705,0.00012240752,0.00006108433,0.00007581156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942205,0.00009064181,0.00016119267,0.0002707698,0.0000848859,0.000032715456,0.00019719113,0.00006524575,0.000004767905],"category_scores_gemma":[0.0001317242,0.00006299004,0.00005850182,0.00033462487,0.000019275922,0.00018701181,0.000008422944,0.00029481112,6.952255e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002769473,0.000011897951,0.3864099,0.000034495926,0.00014461373,0.00003339994,0.000066504246,0.56305385,0.004797914,0.002094526,0.001123656,0.041952316],"study_design_scores_gemma":[0.0037201315,0.00430734,0.32055995,0.001701635,0.0001530352,0.00018956738,0.000025975432,0.47511083,0.18411256,0.002798276,0.006455051,0.0008656332],"about_ca_topic_score_codex":0.0059363362,"about_ca_topic_score_gemma":0.039410178,"teacher_disagreement_score":0.17931464,"about_ca_system_score_codex":0.00016265488,"about_ca_system_score_gemma":0.00004434839,"threshold_uncertainty_score":0.97811806},"labels":[],"label_agreement":null},{"id":"W2807238593","doi":"10.3992/1943-4618.13.2.98","title":"THE INDOOR ENVIRONMENTAL QUALITY PERFORMANCE OF GREEN LOW-INCOME SINGLE-FAMILY HOUSING","year":2018,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Noise Effects and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Red River College; University of Manitoba","funders":"","keywords":"Apartment; Snapshot (computer storage); Environmental quality; Single-family detached home; Indoor air quality; Architectural engineering; Environmental science; Business; Environmental health; Environmental economics; Computer science; Geography; Engineering; Environmental engineering; Civil engineering; Economics","score_opus":0.044550542375350013,"score_gpt":0.3677710758055964,"score_spread":0.3232205334302464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807238593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966818,0.0002458666,0.0003130828,0.00057547755,0.0010594776,0.00029391033,0.000004366808,0.0000115904995,0.00081440416],"genre_scores_gemma":[0.9969223,0.000102411796,0.00086394255,0.00036677578,0.001242699,0.0000032342118,3.7412212e-7,0.000024625495,0.00047363585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742347,0.00044454593,0.001046419,0.00013272588,0.0005384095,0.00041444504],"domain_scores_gemma":[0.9976091,0.0005121094,0.0013779944,0.00028341616,0.00010339485,0.00011399105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031551768,0.00015072762,0.0003538944,0.000131581,0.0009382325,0.000015697527,0.0003930773,0.00008872426,0.000053337833],"category_scores_gemma":[0.00007831983,0.00009753288,0.00012959077,0.00014045196,0.00019305033,0.00027969456,0.00028399608,0.0005168854,0.000024191802],"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":[0.0011315562,0.00025976967,0.5700966,0.0008718488,0.00033387038,0.000026690519,0.0051787547,0.000029259072,0.2970859,0.0009779535,0.0009794696,0.12302831],"study_design_scores_gemma":[0.0026907567,0.0017418705,0.9620246,0.002134103,0.00013951948,0.000013258373,0.00388404,0.0005583242,0.0067602107,0.00043572384,0.019272782,0.00034479462],"about_ca_topic_score_codex":0.00041329296,"about_ca_topic_score_gemma":0.00009270118,"teacher_disagreement_score":0.39192802,"about_ca_system_score_codex":0.00027929043,"about_ca_system_score_gemma":0.00007618077,"threshold_uncertainty_score":0.7216221},"labels":[],"label_agreement":null},{"id":"W2997640726","doi":"10.3992/1943-4618.14.4.133","title":"Effect of Different Climates On a Shipping Container Passive House in Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Container (type theory); Passive house; Architectural engineering; Environmental science; Containerization; Business; Engineering; Civil engineering; Geography; Efficient energy use","score_opus":0.004383729155205534,"score_gpt":0.20900826150812923,"score_spread":0.2046245323529237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997640726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991004,0.000042380394,0.0000042818274,0.00024367329,0.00015833725,0.00008142213,0.0000012400263,0.0000022351444,0.00036601975],"genre_scores_gemma":[0.99980944,0.000020203637,0.000025794496,0.00005840118,0.000040433195,8.428208e-7,5.6251377e-8,0.000008867372,0.000035942645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908084,0.00006572857,0.00028527982,0.00008744526,0.00030323403,0.00017746174],"domain_scores_gemma":[0.99933606,0.00029314798,0.00024337896,0.00007198203,0.000006674095,0.00004874902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022945448,0.000103074126,0.00031577458,0.000048413858,0.000027552953,0.000005951093,0.00014066219,0.000018890465,0.00012905152],"category_scores_gemma":[0.000045782574,0.00006529527,0.00006523661,0.000081898965,0.00002173733,0.00008624381,0.00007656825,0.00015825077,0.0000048544066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009473582,0.000018503479,0.9711056,0.00003084548,0.000021621763,0.000028518165,0.00015196773,0.0014763995,0.019396089,0.000011950999,0.00019066653,0.007473142],"study_design_scores_gemma":[0.0016416119,0.0014118892,0.9515184,0.0006648696,0.000028479,0.0000143148745,0.0003609029,0.000594512,0.043231975,0.000045896468,0.00031057143,0.00017654733],"about_ca_topic_score_codex":0.13625924,"about_ca_topic_score_gemma":0.14793415,"teacher_disagreement_score":0.023835884,"about_ca_system_score_codex":0.00035289768,"about_ca_system_score_gemma":0.000021803395,"threshold_uncertainty_score":0.8694925},"labels":[],"label_agreement":null},{"id":"W3022935980","doi":"10.3992/1943-4618.15.1.185","title":"MOHAWK COLLEGE'S NET ZERO ENERGY AND ZERO CARBON BUILDING—A LIVING LAB FOR HIGH EFFICIENCY AND RENEWABLE ENERGY TECHNOLOGIES IN BUILDINGS","year":2020,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zero-energy building; Renewable energy; Greenhouse gas; Architectural engineering; Efficient energy use; Energy engineering; Zero emission; General partnership; Engineering; Environmental economics; Environmental science; Civil engineering; Business; Waste management; Economics","score_opus":0.006898699402057115,"score_gpt":0.19017682910861053,"score_spread":0.1832781297065534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022935980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5271301,0.005107028,0.46642566,0.00064043165,0.00028537575,0.00008613353,0.000008003736,0.0002283928,0.00008887334],"genre_scores_gemma":[0.963851,0.0015978374,0.03419575,0.00010160915,0.00013800128,0.000012566615,0.0000011377423,0.000063956686,0.000038146558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837023,0.000032737786,0.0006385897,0.0002975178,0.00023444947,0.0004264941],"domain_scores_gemma":[0.9991193,0.00025688214,0.00025405968,0.00014172596,0.00009553808,0.00013251498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003683749,0.0003019941,0.0005339735,0.00046336735,0.00012643215,0.00008287916,0.00031273242,0.00025622823,0.0000022730196],"category_scores_gemma":[0.00017881431,0.00030172558,0.00007045052,0.0006376045,0.00007184665,0.00036004887,0.00016568333,0.00023428492,1.36086316e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008289899,0.00003351166,0.0021082906,0.00017807676,0.00009615578,0.000038988383,0.00024167357,0.94038427,0.022805477,0.018379018,0.0008899719,0.0147616705],"study_design_scores_gemma":[0.0018989977,0.00069145416,0.00017345899,0.00096417696,0.00012269065,0.00021638523,0.0003365335,0.9277541,0.04300937,0.016319629,0.0076647275,0.00084847375],"about_ca_topic_score_codex":0.0007235653,"about_ca_topic_score_gemma":0.000118020354,"teacher_disagreement_score":0.43672088,"about_ca_system_score_codex":0.00010722457,"about_ca_system_score_gemma":0.000038527578,"threshold_uncertainty_score":0.9999435},"labels":[],"label_agreement":null},{"id":"W3113018828","doi":"10.3992/jgb.15.4.131","title":"SUSTAINABILITY OF OFF-SITE CONSTRUCTION: A BIBLIOMETRIC REVIEW AND VISUALIZED ANALYSIS OF TRENDING TOPICS AND THEMES","year":2020,"lang":"en","type":"review","venue":"Journal of Green Building","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":32,"is_retracted":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; Benchmarking; Scopus; Embodied energy; Sustainability science; Geospatial analysis; Engineering; Business; Social sustainability; Political science; Geography; Marketing","score_opus":0.02318015874970963,"score_gpt":0.3382071623648807,"score_spread":0.31502700361517105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113018828","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040398324,0.99523944,0.0002669335,0.000055069297,0.000089172194,0.0002298971,0.000027275968,0.000013372823,0.000039011746],"genre_scores_gemma":[0.0008495298,0.9974052,0.0016008981,0.0000042470006,0.000101910664,0.000002578312,0.000003088006,0.000025391817,0.0000071906684],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975485,0.00012172431,0.0016706163,0.00018002909,0.0003036191,0.000175476],"domain_scores_gemma":[0.9975296,0.00030394105,0.0015180863,0.00020858321,0.00031210875,0.00012767046],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.00065175473,0.0003020247,0.003631133,0.014187623,0.00003133412,0.000030321306,0.00022320551,0.00014497741,0.00003968001],"category_scores_gemma":[0.00036117682,0.00023866766,0.0006195546,0.028511645,0.00010885648,0.00026244036,0.00010089713,0.00040495192,8.200486e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038406165,0.0000027647875,0.00063352886,0.070868954,0.0018811517,0.000011296416,0.000057892987,0.000019911542,0.000004703205,0.000029795716,0.000018917566,0.92646724],"study_design_scores_gemma":[0.0005924764,0.00020133756,0.00061985693,0.04916626,0.04099054,0.0008365569,0.0001004694,0.0042782985,0.00002513197,0.00005135242,0.90250856,0.00062914006],"about_ca_topic_score_codex":0.00001073465,"about_ca_topic_score_gemma":0.0000012473835,"teacher_disagreement_score":0.9258381,"about_ca_system_score_codex":0.00014413829,"about_ca_system_score_gemma":0.00009095946,"threshold_uncertainty_score":0.99698573},"labels":[],"label_agreement":null},{"id":"W4221015115","doi":"10.3992/1943-4618.17.1.21","title":"FLEXURAL STRENGTHENING OF DIMENSIONAL WOOD JOISTS WITH STEEL REINFORCEMENT","year":2022,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Wood Treatment and Properties","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":"Joist; Structural engineering; Reinforcement; Roof; Tension (geology); Engineering; Flexural strength; Deflection (physics); Flexural rigidity; Materials science; Composite material; Ultimate tensile strength","score_opus":0.012157568220274657,"score_gpt":0.20284882671245505,"score_spread":0.19069125849218038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221015115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980119,0.0009633108,0.00021219252,0.00006964129,0.00019137653,0.00005214042,0.0000035432383,0.000019344006,0.00047654903],"genre_scores_gemma":[0.99653536,0.000010171862,0.0031117504,0.000012163074,0.00008577552,0.0000027803067,0.0000015799119,0.000019903753,0.00022049026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989944,0.00002240751,0.00035543827,0.000054156084,0.00042339775,0.0001501912],"domain_scores_gemma":[0.9995974,0.000038163893,0.00017645606,0.00008330693,0.000053760537,0.000050920407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019233524,0.00011223993,0.0002135145,0.00015285178,0.0001004984,0.000012667728,0.00013505803,0.000015682312,0.00013576185],"category_scores_gemma":[0.000004517792,0.00008285486,0.000078031975,0.00012637033,0.000017664126,0.00016852428,0.000055061864,0.00021441006,5.8833876e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033425,0.00005067298,0.0056953463,0.00007877795,0.00065487425,0.00011577653,0.0015025458,0.9448324,0.03816171,0.0003499614,0.00060071546,0.007623],"study_design_scores_gemma":[0.03178539,0.024772532,0.033824828,0.0034982492,0.002393882,0.0065166983,0.012414669,0.2992806,0.5341707,0.001655342,0.045723908,0.0039631897],"about_ca_topic_score_codex":0.00002312095,"about_ca_topic_score_gemma":0.0000037518607,"teacher_disagreement_score":0.64555174,"about_ca_system_score_codex":0.00011062145,"about_ca_system_score_gemma":0.000031311163,"threshold_uncertainty_score":0.3378723},"labels":[],"label_agreement":null},{"id":"W4221070652","doi":"10.3992/1943-4618.17.1.127","title":"ASSESSING THE ADOPTION OF CROSS LAMINATED TIMBER BY ARCHITECTS AND STRUCTURAL ENGINEERS WITHIN THE UNITED STATES","year":2022,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross laminated timber; Engineering; Architectural engineering; Roof; Product (mathematics); Business; Civil engineering; Marketing","score_opus":0.012451813026334997,"score_gpt":0.26942626294128785,"score_spread":0.25697444991495283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221070652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971316,0.00087251846,0.0013988538,0.00030462738,0.00019589104,0.000056381446,0.000011107656,0.000017714992,0.000011313354],"genre_scores_gemma":[0.99947137,0.000013333733,0.0004366505,0.00001092202,0.00003661611,0.0000014938726,0.0000037855416,0.000013013583,0.000012796969],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992019,0.00007935224,0.0003024133,0.000053355525,0.00023878906,0.00012419617],"domain_scores_gemma":[0.99940205,0.00026039444,0.00015706214,0.00008051042,0.000074679556,0.000025302506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057605735,0.00009605864,0.00015212773,0.00009332095,0.0002739791,0.00006638331,0.00015191658,0.000017110919,0.0000049404775],"category_scores_gemma":[0.000050506755,0.000056624434,0.00004814124,0.00027388998,0.00009456838,0.00015803866,0.000067819,0.00039789057,3.23631e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020701713,0.000005876896,0.040569272,0.00005608846,0.00015288607,0.000005075977,0.0055104652,0.94616723,0.0056827487,0.0000633866,0.0001674519,0.0015987867],"study_design_scores_gemma":[0.0009505099,0.00021175975,0.41643545,0.00010068157,0.00013257928,0.00026938843,0.0136772245,0.5630538,0.0028147688,0.0009426062,0.0011356403,0.00027561528],"about_ca_topic_score_codex":0.000071266295,"about_ca_topic_score_gemma":0.000052905456,"teacher_disagreement_score":0.38311347,"about_ca_system_score_codex":0.00005778809,"about_ca_system_score_gemma":0.000009401758,"threshold_uncertainty_score":0.23090774},"labels":[],"label_agreement":null},{"id":"W4226033234","doi":"10.3992/jgb.17.1.127","title":"ASSESSING THE ADOPTION OF CROSS LAMINATED TIMBER BY ARCHITECTS AND STRUCTURAL ENGINEERS WITHIN THE UNITED STATES","year":2022,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross laminated timber; Engineering; Architectural engineering; Roof; Product (mathematics); Construction industry; Business; Civil engineering; Construction engineering","score_opus":0.010297711995134838,"score_gpt":0.27358471912214505,"score_spread":0.2632870071270102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226033234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98805046,0.0005648113,0.010780783,0.00022821173,0.00023607869,0.000092664035,0.0000058244427,0.000024573974,0.000016605867],"genre_scores_gemma":[0.99823916,0.000021878503,0.0015714042,0.000039995084,0.000051868345,0.0000030885296,0.000005340233,0.000024289597,0.000042968797],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989041,0.00012835472,0.0003660219,0.00007170528,0.00034412972,0.00018565657],"domain_scores_gemma":[0.99922884,0.0002658292,0.00024834255,0.00010647483,0.00010704492,0.00004345202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095816544,0.000125692,0.00016440332,0.00017842131,0.00028472624,0.00014687859,0.00024211565,0.000024917113,0.000012157455],"category_scores_gemma":[0.000041961783,0.0000788786,0.000053761145,0.00042350512,0.00007755719,0.00022900084,0.00007256213,0.0005209077,4.9420535e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016078397,0.0000063098396,0.0023452735,0.00005238707,0.00009749558,0.000015599213,0.0015097288,0.9813492,0.012764801,0.0002184463,0.00027928065,0.0013454346],"study_design_scores_gemma":[0.00079992064,0.00018102818,0.011970814,0.00010363685,0.00009478114,0.000406135,0.012626004,0.96534085,0.005547303,0.0011860576,0.0015126369,0.00023081427],"about_ca_topic_score_codex":0.00006476785,"about_ca_topic_score_gemma":8.6722366e-7,"teacher_disagreement_score":0.016008295,"about_ca_system_score_codex":0.00013617291,"about_ca_system_score_gemma":0.000034625973,"threshold_uncertainty_score":0.3216576},"labels":[],"label_agreement":null},{"id":"W4226072070","doi":"10.3992/jgb.17.1.21","title":"FLEXURAL STRENGTHENING OF DIMENSIONAL WOOD JOISTS WITH STEEL REINFORCEMENT","year":2022,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Wood Treatment and Properties","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":"Joist; Structural engineering; Reinforcement; Roof; Tension (geology); Deflection (physics); Flexural strength; Flexural rigidity; Engineering; Materials science; Ultimate tensile strength; Composite material","score_opus":0.012157568220274657,"score_gpt":0.20284882671245505,"score_spread":0.19069125849218038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226072070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980119,0.0009633108,0.00021219252,0.00006964129,0.00019137653,0.00005214042,0.0000035432383,0.000019344006,0.00047654903],"genre_scores_gemma":[0.99653536,0.000010171862,0.0031117504,0.000012163074,0.00008577552,0.0000027803067,0.0000015799119,0.000019903753,0.00022049026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989944,0.00002240751,0.00035543827,0.000054156084,0.00042339775,0.0001501912],"domain_scores_gemma":[0.9995974,0.000038163893,0.00017645606,0.00008330693,0.000053760537,0.000050920407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019233524,0.00011223993,0.0002135145,0.00015285178,0.0001004984,0.000012667728,0.00013505803,0.000015682312,0.00013576185],"category_scores_gemma":[0.000004517792,0.00008285486,0.000078031975,0.00012637033,0.000017664126,0.00016852428,0.000055061864,0.00021441006,5.8833876e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033425,0.00005067298,0.0056953463,0.00007877795,0.00065487425,0.00011577653,0.0015025458,0.9448324,0.03816171,0.0003499614,0.00060071546,0.007623],"study_design_scores_gemma":[0.03178539,0.024772532,0.033824828,0.0034982492,0.002393882,0.0065166983,0.012414669,0.2992806,0.5341707,0.001655342,0.045723908,0.0039631897],"about_ca_topic_score_codex":0.00002312095,"about_ca_topic_score_gemma":0.0000037518607,"teacher_disagreement_score":0.64555174,"about_ca_system_score_codex":0.00011062145,"about_ca_system_score_gemma":0.000031311163,"threshold_uncertainty_score":0.3378723},"labels":[],"label_agreement":null},{"id":"W4237148585","doi":"10.3992/jgb.3.4.108","title":"Acoustical Evaluation of Six ‘Green’ Office Buildings","year":2008,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Noise Effects and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reverberation; Architectural engineering; Doors; Noise control; Acoustics; HVAC; Soundproofing; Ambient noise level; Noise (video); Engineering; Architectural acoustics; Computer science; Air conditioning; Structural engineering; Sound (geography); Noise reduction; Electrical engineering; Mechanical engineering","score_opus":0.10001769594988646,"score_gpt":0.42764897758655895,"score_spread":0.3276312816366725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237148585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98599964,0.00031657654,0.009143655,0.00093348406,0.0009099303,0.00045162337,0.0000027769897,0.000016363627,0.0022259245],"genre_scores_gemma":[0.9902146,0.00007408005,0.0077716964,0.0003381985,0.0009873771,0.000007517639,7.357465e-7,0.000024146226,0.0005816373],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9967739,0.00053811783,0.0009934104,0.00014745443,0.0011989424,0.0003481531],"domain_scores_gemma":[0.99687886,0.0006035109,0.0010606771,0.00020432177,0.0010927051,0.0001599223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004740271,0.00014350508,0.00042941095,0.00031161783,0.00037520877,0.000004323911,0.00026875947,0.00012916526,0.0003920913],"category_scores_gemma":[0.00072304835,0.00011407223,0.00015624642,0.00027239125,0.000067376466,0.00025682096,0.00013555896,0.0005968417,0.000023611761],"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":[0.0025675723,0.0014610685,0.15240353,0.003399479,0.0015935906,0.0005802217,0.01439543,0.010177546,0.42896414,0.017246764,0.12784924,0.23936142],"study_design_scores_gemma":[0.031945154,0.004758248,0.714584,0.009073247,0.0053401804,0.00077515293,0.007663518,0.05556868,0.008723669,0.009510556,0.14999956,0.0020580194],"about_ca_topic_score_codex":0.00041601015,"about_ca_topic_score_gemma":0.000031465108,"teacher_disagreement_score":0.56218046,"about_ca_system_score_codex":0.0002662943,"about_ca_system_score_gemma":0.0003698654,"threshold_uncertainty_score":0.46517307},"labels":[],"label_agreement":null},{"id":"W4241756442","doi":"10.3992/jgb.2.3.18","title":"Green Interiors","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","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":"Golder Associates (Canada)","funders":"","keywords":"Architectural engineering; Engineering; Environmental science","score_opus":0.027988146986945354,"score_gpt":0.25434461463580144,"score_spread":0.22635646764885609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241756442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9375495,0.0010683814,0.005773779,0.0004738307,0.0022766045,0.00007550883,0.0000034705024,0.00003536968,0.052743576],"genre_scores_gemma":[0.98704237,0.000013707673,0.00096394104,0.00037727054,0.004124687,2.1379861e-7,2.4184496e-7,0.000020505671,0.0074570454],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898934,0.00003615585,0.0004191468,0.00007456578,0.0002632287,0.00021758526],"domain_scores_gemma":[0.9992514,0.00009196245,0.0003271268,0.000077628014,0.00014265419,0.000109213855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007826395,0.000107461514,0.00022356896,0.00025351398,0.00032370203,0.00003777598,0.00023084777,0.000043279633,0.0004140071],"category_scores_gemma":[0.000027690901,0.000087298075,0.00019673996,0.00003311758,0.00018503856,0.0002072461,0.000028855009,0.00030233173,0.000012012243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005510713,0.00016892696,0.0028308034,0.00012549722,0.0003958778,0.0007555575,0.45602396,0.000014252261,0.009160698,0.153337,0.014742625,0.36189374],"study_design_scores_gemma":[0.00044287645,0.0003306244,0.0012380951,0.00012590173,0.00006078317,0.00009766869,0.0054363017,0.000008657122,0.00035095817,0.009868116,0.9818102,0.00022977692],"about_ca_topic_score_codex":0.00054715294,"about_ca_topic_score_gemma":0.0015325244,"teacher_disagreement_score":0.9670676,"about_ca_system_score_codex":0.00011148175,"about_ca_system_score_gemma":0.00004253918,"threshold_uncertainty_score":0.45330876},"labels":[],"label_agreement":null},{"id":"W4389375331","doi":"10.3992/jgb.18.4.57","title":"EVALUATING THE HEALTH AND SAFETY MATURITY OF SUSTAINABLE BUILDING PROJECTS USING A SUSTAINABLE HEALTH AND SAFETY MATURITY MODEL","year":2023,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Occupational Health and Safety Research","field":"Health Professions","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 Manitoba","funders":"","keywords":"Maturity (psychological); Capability Maturity Model; Occupational safety and health; Business; Service Integration Maturity Model; Resource (disambiguation); Questionnaire; Engineering; Environmental economics; Environmental resource management; Computer science; Economics; Medicine","score_opus":0.1650747885221069,"score_gpt":0.5123540599370507,"score_spread":0.34727927141494386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389375331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730638,0.004585922,0.0031266976,0.0159461,0.00019080628,0.002841397,0.000035461842,0.000045775243,0.00016403274],"genre_scores_gemma":[0.9672129,0.003500728,0.025640102,0.0016479202,0.0005864438,0.0000403536,0.000012092775,0.000081423976,0.001278042],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99196833,0.002201827,0.002213517,0.0003960453,0.0012827105,0.0019375721],"domain_scores_gemma":[0.99260277,0.0024908665,0.0020956048,0.00035853375,0.0015298316,0.0009224081],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.025303252,0.00028945028,0.0009820051,0.0007228897,0.0047485465,0.000050984145,0.00037155964,0.00021900109,0.000014814375],"category_scores_gemma":[0.002865193,0.00021614498,0.00012774732,0.0013776983,0.0001828334,0.0006899625,0.0007466777,0.0020434759,0.0000010157867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036117494,0.0006258891,0.29612204,0.11053898,0.00065679033,0.00034500854,0.1379357,0.033273526,0.0020147993,0.28161612,0.009962094,0.09079155],"study_design_scores_gemma":[0.009316451,0.004864555,0.083486445,0.0075266245,0.000100296835,0.00035799158,0.17152035,0.6687621,0.00003900476,0.047797997,0.005384815,0.00084335316],"about_ca_topic_score_codex":0.005076076,"about_ca_topic_score_gemma":0.00008668135,"teacher_disagreement_score":0.63548857,"about_ca_system_score_codex":0.0015224676,"about_ca_system_score_gemma":0.010996502,"threshold_uncertainty_score":0.99654716},"labels":[],"label_agreement":null},{"id":"W4393307194","doi":"10.3992/jgb.19.2.i","title":"COMMUNICATION SKILLS AND REPORT WRITING FOR BUILDING SCIENTISTS","year":2024,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Innovative Teaching and Learning Methods","field":"Psychology","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":"Queen's University","funders":"","keywords":"Architectural engineering; Engineering","score_opus":0.03808752918086018,"score_gpt":0.4380609304591595,"score_spread":0.39997340127829933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393307194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7609101,0.0024657708,0.23387747,0.0006702333,0.001022894,0.00007528172,0.0000015407795,0.000037592574,0.00093909673],"genre_scores_gemma":[0.76568794,0.000009731972,0.2328611,0.000058858597,0.00044922956,0.00000282421,0.0000011013152,0.000022659515,0.00090652215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984146,0.00037846732,0.0006223619,0.00018912963,0.00018064598,0.00021481658],"domain_scores_gemma":[0.9980073,0.0010775862,0.0004392748,0.0001981174,0.00022352941,0.000054219166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011044305,0.00010476876,0.00022568884,0.0004171969,0.0002900395,0.00017099446,0.00019980586,0.00007654083,0.000024711455],"category_scores_gemma":[0.0007753124,0.0000928221,0.0001028698,0.00031857245,0.00008130882,0.00022935349,0.000058006837,0.0006226331,0.0000014961513],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006862774,0.00016659453,0.053011224,0.00024936616,0.0004929284,0.0007209319,0.011453987,0.00007530167,0.06489465,0.10096167,0.0059705405,0.76193416],"study_design_scores_gemma":[0.003943733,0.001346784,0.3738966,0.0103883045,0.0007025247,0.047873087,0.0037502155,0.004271068,0.0057870713,0.055497594,0.49102333,0.0015196818],"about_ca_topic_score_codex":0.000038674676,"about_ca_topic_score_gemma":9.69991e-7,"teacher_disagreement_score":0.7604145,"about_ca_system_score_codex":0.00006859976,"about_ca_system_score_gemma":0.000041491665,"threshold_uncertainty_score":0.38277575},"labels":[],"label_agreement":null},{"id":"W4396933490","doi":"10.3992/jgb.19.2.257","title":"COMMUNICATION SKILLS AND REPORT WRITING FOR BUILDING SCIENTISTS","year":2024,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Innovative Teaching and Learning Methods","field":"Psychology","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":"Queen's University","funders":"","keywords":"Architectural engineering; Report writing; Engineering; Mathematics education; Engineering ethics; Computer science; Psychology","score_opus":0.03808752918086018,"score_gpt":0.4380609304591595,"score_spread":0.39997340127829933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396933490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7609101,0.0024657708,0.23387747,0.0006702333,0.001022894,0.00007528172,0.0000015407795,0.000037592574,0.00093909673],"genre_scores_gemma":[0.76568794,0.000009731972,0.2328611,0.000058858597,0.00044922956,0.00000282421,0.0000011013152,0.000022659515,0.00090652215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984146,0.00037846732,0.0006223619,0.00018912963,0.00018064598,0.00021481658],"domain_scores_gemma":[0.9980073,0.0010775862,0.0004392748,0.0001981174,0.00022352941,0.000054219166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011044305,0.00010476876,0.00022568884,0.0004171969,0.0002900395,0.00017099446,0.00019980586,0.00007654083,0.000024711455],"category_scores_gemma":[0.0007753124,0.0000928221,0.0001028698,0.00031857245,0.00008130882,0.00022935349,0.000058006837,0.0006226331,0.0000014961513],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006862774,0.00016659453,0.053011224,0.00024936616,0.0004929284,0.0007209319,0.011453987,0.00007530167,0.06489465,0.10096167,0.0059705405,0.76193416],"study_design_scores_gemma":[0.003943733,0.001346784,0.3738966,0.0103883045,0.0007025247,0.047873087,0.0037502155,0.004271068,0.0057870713,0.055497594,0.49102333,0.0015196818],"about_ca_topic_score_codex":0.000038674676,"about_ca_topic_score_gemma":9.69991e-7,"teacher_disagreement_score":0.7604145,"about_ca_system_score_codex":0.00006859976,"about_ca_system_score_gemma":0.000041491665,"threshold_uncertainty_score":0.38277575},"labels":[],"label_agreement":null},{"id":"W4401594002","doi":"10.3992/jgb.19.3.139","title":"INCENTIVIZING LANDLORD ENGAGEMENT IN A CLEAN ENERGY TRANSITION IN NOVA SCOTIA, CANADA: A CASE STUDY OF ENERGIZE BRIDGEWATER","year":2024,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Landlord; Nova (rocket); Clean energy; Engineering; Political science; Architectural engineering; Aeronautics; Geography; Archaeology; Environmental engineering; Law","score_opus":0.03442038707393752,"score_gpt":0.23340078919857138,"score_spread":0.19898040212463386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401594002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974492,0.00038094827,0.0009642266,0.00022652137,0.000536349,0.00006510063,0.000008116986,0.0000035897006,0.0003659036],"genre_scores_gemma":[0.9995182,0.00007471637,0.00018680791,0.000051392053,0.00013329236,9.817411e-7,7.339262e-7,0.000019881365,0.000013999607],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842286,0.00004817886,0.0010825343,0.00018465715,0.00005031502,0.00021148294],"domain_scores_gemma":[0.99946207,0.00007493646,0.00029334793,0.000099585784,0.000020853238,0.00004922095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014852984,0.00011445289,0.00043415366,0.0007885347,0.00002710187,0.000054634595,0.000121752375,0.000044709992,0.00004139632],"category_scores_gemma":[0.000019448993,0.00012724454,0.0000744769,0.0003267003,0.00001162977,0.00030315534,0.000035498597,0.00024306515,9.2829146e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004073934,0.0012964478,0.77543336,0.00049892697,0.00058886554,0.027246282,0.028845554,0.041778486,0.00056686596,0.0040203864,0.0007218832,0.11859553],"study_design_scores_gemma":[0.03837969,0.0049180454,0.36166593,0.0075187352,0.0004792544,0.01179784,0.07685711,0.4353979,0.006159334,0.014285356,0.036983307,0.0055575003],"about_ca_topic_score_codex":0.85051644,"about_ca_topic_score_gemma":0.9296719,"teacher_disagreement_score":0.41376746,"about_ca_system_score_codex":0.0005203578,"about_ca_system_score_gemma":0.00010777641,"threshold_uncertainty_score":0.5188882},"labels":[],"label_agreement":null},{"id":"W4404586916","doi":"10.3992/jgb.19.4.263","title":"USING THE LIBRARY FOR RESEARCH IN THE BUILDING SCIENCES","year":2024,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Architectural engineering; Engineering; Construction engineering; Computer science","score_opus":0.30331860818966405,"score_gpt":0.48959208474452265,"score_spread":0.1862734765548586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404586916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245117,0.009963326,0.00583305,0.050995935,0.0019194251,0.00043173926,0.0000060471702,0.00001865628,0.006320167],"genre_scores_gemma":[0.9920585,0.0000453501,0.005400698,0.0004009061,0.0009939615,0.000009766521,1.2457417e-7,0.000015289146,0.0010753812],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838156,0.0003394249,0.0003279032,0.00015087232,0.0004285574,0.000371673],"domain_scores_gemma":[0.99808943,0.0016260854,0.000072819996,0.00015363868,0.000031370535,0.000026680858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007375034,0.00007612067,0.00011816784,0.00043591793,0.00039602187,0.00043142328,0.00078422925,0.00003864258,0.00009367064],"category_scores_gemma":[0.000045108303,0.000038376984,0.00011645386,0.00092989014,0.00018773839,0.00032466376,0.00012185359,0.00049859076,0.0000033488088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021140566,0.000095137475,0.0067202942,0.00024161988,0.00022338038,0.0004529853,0.017778786,0.0032800764,0.0010988711,0.77303785,0.11770245,0.07915715],"study_design_scores_gemma":[0.0006651301,0.00072374055,0.0017699142,0.0014801453,0.000075214564,0.00053842005,0.06659776,0.014306716,0.00018346598,0.086487174,0.8269305,0.00024180092],"about_ca_topic_score_codex":0.00012645306,"about_ca_topic_score_gemma":0.0000065296695,"teacher_disagreement_score":0.7092281,"about_ca_system_score_codex":0.000049044993,"about_ca_system_score_gemma":0.00007230029,"threshold_uncertainty_score":0.41602245},"labels":[],"label_agreement":null},{"id":"W4404587941","doi":"10.3992/jgb.19.4.247","title":"USING STYLE GUIDES AND REFERENCES IN THE BUILDING SCIENCES","year":2024,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Architectural engineering; Style (visual arts); Engineering; Construction engineering; Visual arts; Art","score_opus":0.14575686033071458,"score_gpt":0.33679086439341965,"score_spread":0.19103400406270507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404587941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814774,0.009824672,0.000534637,0.0005750255,0.0005885307,0.000050107323,0.0000017666487,0.0000115109115,0.0069363466],"genre_scores_gemma":[0.9960092,0.00010355352,0.0024019587,0.00013256469,0.0011536082,4.583857e-7,4.3885667e-8,0.0000071044265,0.00019152556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990649,0.00011136416,0.0002835576,0.000102167854,0.00028264904,0.00015531713],"domain_scores_gemma":[0.9994952,0.00027595554,0.000115734576,0.00004288917,0.000041530977,0.000028653889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001513583,0.00008703319,0.00015414745,0.00029426906,0.0006174101,0.00032392656,0.00023728212,0.000025677458,0.000047699832],"category_scores_gemma":[0.00004618201,0.000051802093,0.00006741904,0.00009402526,0.00042528403,0.0003737492,0.000027347645,0.0002541121,5.533356e-7],"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":[0.000024075933,0.000029389574,0.0013431588,0.00013850146,0.000067823865,0.00018516302,0.3112062,0.00018997946,0.0039451737,0.63731086,0.0014724364,0.044087254],"study_design_scores_gemma":[0.00056082784,0.00083759933,0.001536866,0.002800321,0.0002461674,0.00067140296,0.09622806,0.0063068345,0.000323645,0.23928633,0.6504554,0.00074652664],"about_ca_topic_score_codex":0.0006319867,"about_ca_topic_score_gemma":0.0005445382,"teacher_disagreement_score":0.648983,"about_ca_system_score_codex":0.000050485727,"about_ca_system_score_gemma":0.00009206862,"threshold_uncertainty_score":0.47486818},"labels":[],"label_agreement":null},{"id":"W4404617278","doi":"10.3992/jgb.19.4.249","title":"USING STYLE GUIDES AND REFERENCES IN THE BUILDING SCIENCES","year":2024,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Style (visual arts); Engineering; Publishing; Writing style; Library science; Architectural engineering; Visual arts; Computer science; Political science; Law; Art","score_opus":0.07148046039508318,"score_gpt":0.3514359562395027,"score_spread":0.2799554958444195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404617278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8347508,0.0008384066,0.1613267,0.002199943,0.00022084138,0.000040425475,2.5499278e-7,0.000012125275,0.0006105478],"genre_scores_gemma":[0.8892926,0.000018936245,0.11038356,0.00019757905,0.00010236126,2.7005976e-7,1.2389013e-8,0.0000014758372,0.0000032294404],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895126,0.00009430513,0.0003587601,0.000105944535,0.00034305506,0.00014669709],"domain_scores_gemma":[0.9993921,0.00030930102,0.00012400607,0.0000989032,0.000046074972,0.000029597788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031189856,0.00006906938,0.000109608925,0.0003147743,0.00018261017,0.00053462613,0.00064814545,0.000023330866,0.0000030395315],"category_scores_gemma":[0.00009394308,0.000038825507,0.000044418288,0.00061198004,0.0000879485,0.0012476527,0.000112043905,0.00022176215,4.7963675e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015096541,0.00004125843,0.017739918,0.00022977284,0.00004878139,0.00014741889,0.035941113,0.007495437,0.012517252,0.43351486,0.00039167117,0.49191743],"study_design_scores_gemma":[0.0004135703,0.00046989802,0.022049626,0.0013297704,0.000034789886,0.0033734725,0.0023235325,0.78951263,0.0034175352,0.16203617,0.0146068195,0.00043218135],"about_ca_topic_score_codex":0.00007603465,"about_ca_topic_score_gemma":0.000014588858,"teacher_disagreement_score":0.7820172,"about_ca_system_score_codex":0.000031919437,"about_ca_system_score_gemma":0.0001018694,"threshold_uncertainty_score":0.5155412},"labels":[],"label_agreement":null}]}